Nameexact_genome_1508499903_24_15916_1
Workunit2269965
Created26 Oct 2017, 9:48:17 UTC
Sent26 Oct 2017, 10:23:40 UTC
Report deadline5 Dec 2017, 17:39:13 UTC
Received29 Oct 2017, 13:44:14 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time19 hours 54 min 17 sec
CPU time19 hours 49 min 44 sec
Validate stateValid
Credit10,075.62
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size165.74 MB
Peak swap size167.53 MB
Peak disk usage2.85 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 50.6295280457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6863403320
validation[          , genome 15916] predictions:    9717/  10000 (97.17%), best:    9852/10000 (98.52%), error:       833.15588, best error:       482.66626 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 659.2619628906s, input_fired_time: 7.5604443550, output_fired_time: 5.7331237793, propagate_forward_time: 251.9444885254, propagate_backward_time: 384.6974792480, weight_update_time: 0.6667941809, other_time: 9.3264160156
epoch time: 52.5964508057s, input_fired_time: 0.8829716444, output_fired_time: 0.0000000000, propagate_forward_time: 50.0421333313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6713447571
validation[          , genome 15916] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       464.97049, best error:       464.97049 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 656.6608276367s, input_fired_time: 7.5083603859, output_fired_time: 5.6810393333, propagate_forward_time: 250.8066101074, propagate_backward_time: 383.4890136719, weight_update_time: 0.6586490273, other_time: 9.1758117676
epoch time: 52.2633666992s, input_fired_time: 0.8689984679, output_fired_time: 0.0000000000, propagate_forward_time: 49.7732963562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6210708618
validation[          , genome 15916] predictions:    9852/  10000 (98.52%), best:    9855/10000 (98.55%), error:       476.44528, best error:       464.97049 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 654.8153076172s, input_fired_time: 7.5248270035, output_fired_time: 5.7249288559, propagate_forward_time: 249.9122467041, propagate_backward_time: 382.4738464355, weight_update_time: 0.6622574329, other_time: 9.1794738770
epoch time: 52.4485473633s, input_fired_time: 0.8632700443, output_fired_time: 0.0000000000, propagate_forward_time: 49.9838333130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6014442444
validation[          , genome 15916] predictions:    9837/  10000 (98.37%), best:    9855/10000 (98.55%), error:       556.90167, best error:       464.97049 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 655.3811645508s, input_fired_time: 7.5225868225, output_fired_time: 5.6933279037, propagate_forward_time: 250.4342041016, propagate_backward_time: 382.5876770020, weight_update_time: 0.6553067565, other_time: 9.1434020996
epoch time: 51.6510314941s, input_fired_time: 0.8661005497, output_fired_time: 0.0000000000, propagate_forward_time: 49.1683883667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6165428162
validation[          , genome 15916] predictions:    9841/  10000 (98.41%), best:    9855/10000 (98.55%), error:       498.72391, best error:       464.97049 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 651.7394409180s, input_fired_time: 7.5381531715, output_fired_time: 5.6478919983, propagate_forward_time: 249.7007751465, propagate_backward_time: 379.7980041504, weight_update_time: 0.6555586457, other_time: 9.0546264648
epoch time: 52.5469017029s, input_fired_time: 0.8679687381, output_fired_time: 0.0000000000, propagate_forward_time: 50.0462303162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6327018738
validation[          , genome 15916] predictions:    9821/  10000 (98.21%), best:    9855/10000 (98.55%), error:       564.06549, best error:       464.97049 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 651.2139892578s, input_fired_time: 7.5171608925, output_fired_time: 5.6892533302, propagate_forward_time: 248.7917480469, propagate_backward_time: 380.0942993164, weight_update_time: 0.6544691324, other_time: 9.1215209961
epoch time: 51.9865036011s, input_fired_time: 0.8552780151, output_fired_time: 0.0000000000, propagate_forward_time: 49.5219383240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6092872620
validation[          , genome 15916] predictions:    9859/  10000 (98.59%), best:    9855/10000 (98.55%), error:       490.83472, best error:       464.97049 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 652.6032714844s, input_fired_time: 7.5292811394, output_fired_time: 5.6830849648, propagate_forward_time: 249.4545135498, propagate_backward_time: 380.6936950684, weight_update_time: 0.6603962779, other_time: 9.2426452637
epoch time: 52.6525840759s, input_fired_time: 0.8806254864, output_fired_time: 0.0000000000, propagate_forward_time: 50.1388511658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6331062317
validation[          , genome 15916] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       419.43094, best error:       419.43094 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 654.0162963867s, input_fired_time: 7.5400571823, output_fired_time: 5.7101497650, propagate_forward_time: 250.3712615967, propagate_backward_time: 381.2610778809, weight_update_time: 0.6686260104, other_time: 9.1337585449
epoch time: 52.8948707581s, input_fired_time: 0.8740207553, output_fired_time: 0.0000000000, propagate_forward_time: 50.3618888855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6589622498
validation[          , genome 15916] predictions:    9849/  10000 (98.49%), best:    9882/10000 (98.82%), error:       478.75262, best error:       419.43094 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 650.9595336914s, input_fired_time: 7.4984025955, output_fired_time: 5.6650676727, propagate_forward_time: 248.8064422607, propagate_backward_time: 379.9844970703, weight_update_time: 0.6493977904, other_time: 9.0051269531
epoch time: 50.9458389282s, input_fired_time: 0.8827686906, output_fired_time: 0.0000000000, propagate_forward_time: 48.4340896606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6289787292
validation[          , genome 15916] predictions:    9854/  10000 (98.54%), best:    9882/10000 (98.82%), error:       432.97241, best error:       419.43094 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 654.7489013672s, input_fired_time: 7.5706067085, output_fired_time: 5.7741270065, propagate_forward_time: 250.2950744629, propagate_backward_time: 381.8205871582, weight_update_time: 0.6720761061, other_time: 9.2885131836
epoch time: 52.5589103699s, input_fired_time: 0.8764089942, output_fired_time: 0.0000000000, propagate_forward_time: 50.0119552612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6705474854
validation[          , genome 15916] predictions:    9861/  10000 (98.61%), best:    9882/10000 (98.82%), error:       472.77948, best error:       419.43094 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 654.2221069336s, input_fired_time: 7.5902791023, output_fired_time: 5.7044706345, propagate_forward_time: 250.2386322021, propagate_backward_time: 381.3911132812, weight_update_time: 0.6645914316, other_time: 9.2976074219
epoch time: 52.8569297791s, input_fired_time: 0.8750727177, output_fired_time: 0.0000000000, propagate_forward_time: 50.3561096191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6257476807
validation[          , genome 15916] predictions:    9792/  10000 (97.92%), best:    9882/10000 (98.82%), error:       703.52289, best error:       419.43094 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 652.1956176758s, input_fired_time: 7.5849332809, output_fired_time: 5.7055191994, propagate_forward_time: 249.0437774658, propagate_backward_time: 380.6639404297, weight_update_time: 0.6671287417, other_time: 9.1974487305
epoch time: 52.7589225769s, input_fired_time: 0.8728594184, output_fired_time: 0.0000000000, propagate_forward_time: 50.2365226746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6495399475
validation[          , genome 15916] predictions:    9859/  10000 (98.59%), best:    9882/10000 (98.82%), error:       480.76349, best error:       419.43094 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 651.9360351562s, input_fired_time: 7.5530834198, output_fired_time: 5.6691026688, propagate_forward_time: 249.3804779053, propagate_backward_time: 380.0995483398, weight_update_time: 0.6655646563, other_time: 9.2337646484
epoch time: 52.7542800903s, input_fired_time: 0.8747031093, output_fired_time: 0.0000000000, propagate_forward_time: 50.2625045776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6170730591
validation[          , genome 15916] predictions:    9847/  10000 (98.47%), best:    9882/10000 (98.82%), error:       479.99130, best error:       419.43094 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 650.5178222656s, input_fired_time: 7.5288286209, output_fired_time: 5.6568679810, propagate_forward_time: 248.6441345215, propagate_backward_time: 379.5004577637, weight_update_time: 0.6568709612, other_time: 9.1875610352
epoch time: 53.0565376282s, input_fired_time: 0.8936206102, output_fired_time: 0.0000000000, propagate_forward_time: 50.4792938232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6836242676
validation[          , genome 15916] predictions:    9877/  10000 (98.77%), best:    9882/10000 (98.82%), error:       422.96747, best error:       419.43094 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 660.9470214844s, input_fired_time: 7.6170101166, output_fired_time: 5.7426309586, propagate_forward_time: 252.8101348877, propagate_backward_time: 385.6770324707, weight_update_time: 0.6648107171, other_time: 9.1002502441
epoch time: 52.4560775757s, input_fired_time: 0.8723701239, output_fired_time: 0.0000000000, propagate_forward_time: 49.9206542969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6630516052
validation[          , genome 15916] predictions:    9861/  10000 (98.61%), best:    9882/10000 (98.82%), error:       433.15485, best error:       419.43094 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 652.5238037109s, input_fired_time: 7.5650177002, output_fired_time: 5.6978664398, propagate_forward_time: 249.5742340088, propagate_backward_time: 380.5711669922, weight_update_time: 0.6605571508, other_time: 9.1155395508
epoch time: 52.8155937195s, input_fired_time: 0.8669271469, output_fired_time: 0.0000000000, propagate_forward_time: 50.3342247009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6144409180
validation[          , genome 15916] predictions:    9840/  10000 (98.40%), best:    9882/10000 (98.82%), error:       470.25281, best error:       419.43094 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 657.2092895508s, input_fired_time: 7.5680046082, output_fired_time: 5.7310957909, propagate_forward_time: 251.4000244141, propagate_backward_time: 383.2876586914, weight_update_time: 0.6619561315, other_time: 9.2225341797
epoch time: 52.6909675598s, input_fired_time: 0.8734395504, output_fired_time: 0.0000000000, propagate_forward_time: 50.2081298828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6093978882
validation[          , genome 15916] predictions:    9871/  10000 (98.71%), best:    9882/10000 (98.82%), error:       438.77313, best error:       419.43094 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 657.3981933594s, input_fired_time: 7.5973720551, output_fired_time: 5.7128849030, propagate_forward_time: 251.5283508301, propagate_backward_time: 383.4814758301, weight_update_time: 0.6675534844, other_time: 9.0781250000
epoch time: 52.7129669189s, input_fired_time: 0.8752068281, output_fired_time: 0.0000000000, propagate_forward_time: 50.1825714111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6551895142
validation[          , genome 15916] predictions:    9811/  10000 (98.11%), best:    9882/10000 (98.82%), error:       574.49854, best error:       419.43094 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 652.1275634766s, input_fired_time: 7.5656547546, output_fired_time: 5.6576075554, propagate_forward_time: 249.6222534180, propagate_backward_time: 380.1784667969, weight_update_time: 0.6547126770, other_time: 9.1035766602
epoch time: 52.6016044617s, input_fired_time: 0.8814125061, output_fired_time: 0.0000000000, propagate_forward_time: 50.0447845459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6754074097
validation[          , genome 15916] predictions:    9843/  10000 (98.43%), best:    9882/10000 (98.82%), error:       502.68558, best error:       419.43094 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 655.8127441406s, input_fired_time: 7.5982928276, output_fired_time: 5.7349843979, propagate_forward_time: 251.0758209229, propagate_backward_time: 382.2788696289, weight_update_time: 0.6601063013, other_time: 9.1248168945
epoch time: 52.6440811157s, input_fired_time: 0.8666420579, output_fired_time: 0.0000000000, propagate_forward_time: 50.1314888000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6459503174
validation[          , genome 15916] predictions:    9842/  10000 (98.42%), best:    9882/10000 (98.82%), error:       493.43240, best error:       419.43094 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 654.1784667969s, input_fired_time: 7.5562677383, output_fired_time: 5.7203750610, propagate_forward_time: 250.3657684326, propagate_backward_time: 381.4014892578, weight_update_time: 0.6658739448, other_time: 9.1345214844
epoch time: 52.7132072449s, input_fired_time: 0.8733197451, output_fired_time: 0.0000000000, propagate_forward_time: 50.1984138489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6414718628
validation[          , genome 15916] predictions:    9823/  10000 (98.23%), best:    9882/10000 (98.82%), error:       562.46344, best error:       419.43094 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 652.1104125977s, input_fired_time: 7.5661716461, output_fired_time: 5.6657304764, propagate_forward_time: 249.4011535645, propagate_backward_time: 380.3287048340, weight_update_time: 0.6592963934, other_time: 9.1486816406
epoch time: 52.3651428223s, input_fired_time: 0.8766010404, output_fired_time: 0.0000000000, propagate_forward_time: 49.8564109802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6321296692
validation[          , genome 15916] predictions:    9841/  10000 (98.41%), best:    9882/10000 (98.82%), error:       529.90442, best error:       419.43094 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 650.6866455078s, input_fired_time: 7.5731029510, output_fired_time: 5.6773738861, propagate_forward_time: 248.6100006104, propagate_backward_time: 379.6405029297, weight_update_time: 0.6657049656, other_time: 9.1856689453
epoch time: 52.7789077759s, input_fired_time: 0.8826782107, output_fired_time: 0.0000000000, propagate_forward_time: 50.2224578857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6737709045
validation[          , genome 15916] predictions:    9843/  10000 (98.43%), best:    9882/10000 (98.82%), error:       523.13312, best error:       419.43094 on epoch:    21, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 649.1092529297s, input_fired_time: 7.5778317451, output_fired_time: 5.6614089012, propagate_forward_time: 248.7489471436, propagate_backward_time: 377.9819946289, weight_update_time: 0.6614644527, other_time: 9.1390380859
epoch time: 52.6052055359s, input_fired_time: 0.8658204675, output_fired_time: 0.0000000000, propagate_forward_time: 50.1200752258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6193084717
validation[          , genome 15916] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       399.56451, best error:       399.56451 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 656.0241699219s, input_fired_time: 7.6407051086, output_fired_time: 5.7325229645, propagate_forward_time: 250.8980560303, propagate_backward_time: 382.6072387695, weight_update_time: 0.6582754850, other_time: 9.1456298828
epoch time: 52.5764389038s, input_fired_time: 0.8828544021, output_fired_time: 0.0000000000, propagate_forward_time: 50.0553359985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6382484436
validation[          , genome 15916] predictions:    9832/  10000 (98.32%), best:    9867/10000 (98.67%), error:       547.66779, best error:       399.56451 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 659.4974975586s, input_fired_time: 7.6582670212, output_fired_time: 5.7199892998, propagate_forward_time: 252.1360626221, propagate_backward_time: 384.8684692383, weight_update_time: 0.6539456844, other_time: 9.1147460938
epoch time: 52.9463043213s, input_fired_time: 0.8996388912, output_fired_time: 0.0000000000, propagate_forward_time: 50.3704338074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6762313843
validation[          , genome 15916] predictions:    9879/  10000 (98.79%), best:    9867/10000 (98.67%), error:       419.34082, best error:       399.56451 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 655.9289550781s, input_fired_time: 7.5897707939, output_fired_time: 5.6579079628, propagate_forward_time: 251.0438690186, propagate_backward_time: 382.5234985352, weight_update_time: 0.6599338651, other_time: 9.1138916016
epoch time: 52.1705970764s, input_fired_time: 0.8947108388, output_fired_time: 0.0000000000, propagate_forward_time: 49.6438064575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6320800781
validation[          , genome 15916] predictions:    9869/  10000 (98.69%), best:    9867/10000 (98.67%), error:       446.99356, best error:       399.56451 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 659.9315185547s, input_fired_time: 7.6553802490, output_fired_time: 5.7237372398, propagate_forward_time: 252.2387390137, propagate_backward_time: 385.0391845703, weight_update_time: 0.6665877104, other_time: 9.2744445801
epoch time: 52.8404197693s, input_fired_time: 0.8808264136, output_fired_time: 0.0000000000, propagate_forward_time: 50.3368377686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6227569580
validation[          , genome 15916] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       373.46371, best error:       373.46371 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 656.7021484375s, input_fired_time: 7.5915417671, output_fired_time: 5.7158761024, propagate_forward_time: 250.7963714600, propagate_backward_time: 383.5031738281, weight_update_time: 0.6562733650, other_time: 9.0951538086
epoch time: 52.3194656372s, input_fired_time: 0.8869963288, output_fired_time: 0.0000000000, propagate_forward_time: 49.8216705322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6107978821
validation[          , genome 15916] predictions:    9891/  10000 (98.91%), best:    9876/10000 (98.76%), error:       384.37540, best error:       373.46371 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 654.0219726562s, input_fired_time: 7.6352090836, output_fired_time: 5.7068691254, propagate_forward_time: 250.0082855225, propagate_backward_time: 381.5553894043, weight_update_time: 0.6519858241, other_time: 9.1162414551
epoch time: 52.1833648682s, input_fired_time: 0.8770070672, output_fired_time: 0.0000000000, propagate_forward_time: 49.6877784729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6185798645
validation[          , genome 15916] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       370.26233, best error:       370.26233 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 649.6535034180s, input_fired_time: 7.5644168854, output_fired_time: 5.6388373375, propagate_forward_time: 248.4532928467, propagate_backward_time: 378.9255371094, weight_update_time: 0.6557174921, other_time: 9.0714111328
epoch time: 51.9209709167s, input_fired_time: 0.8699816465, output_fired_time: 0.0000000000, propagate_forward_time: 49.4676551819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5833358765
validation[          , genome 15916] predictions:    9878/  10000 (98.78%), best:    9895/10000 (98.95%), error:       391.99405, best error:       370.26233 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 648.9055786133s, input_fired_time: 7.5438604355, output_fired_time: 5.6313500404, propagate_forward_time: 248.4744110107, propagate_backward_time: 378.2011413574, weight_update_time: 0.6604229808, other_time: 9.0547790527
epoch time: 52.5985221863s, input_fired_time: 0.8841552138, output_fired_time: 0.0000000000, propagate_forward_time: 50.0575790405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6567878723
validation[          , genome 15916] predictions:    9844/  10000 (98.44%), best:    9895/10000 (98.95%), error:       470.70258, best error:       370.26233 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 654.7731933594s, input_fired_time: 7.5944542885, output_fired_time: 5.6991767883, propagate_forward_time: 250.0083160400, propagate_backward_time: 382.3544616699, weight_update_time: 0.6632940769, other_time: 9.1167907715
epoch time: 51.9779014587s, input_fired_time: 0.8760853410, output_fired_time: 0.0000000000, propagate_forward_time: 49.4905509949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6112632751
validation[          , genome 15916] predictions:    9869/  10000 (98.69%), best:    9895/10000 (98.95%), error:       435.50745, best error:       370.26233 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 652.0090332031s, input_fired_time: 7.5751552582, output_fired_time: 5.6652345657, propagate_forward_time: 249.4362335205, propagate_backward_time: 380.2942504883, weight_update_time: 0.6529677510, other_time: 9.0382080078
epoch time: 51.0585365295s, input_fired_time: 0.8787049651, output_fired_time: 0.0000000000, propagate_forward_time: 48.5766487122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6031837463
validation[          , genome 15916] predictions:    9888/  10000 (98.88%), best:    9895/10000 (98.95%), error:       387.02612, best error:       370.26233 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 653.2862548828s, input_fired_time: 7.6209011078, output_fired_time: 5.6863393784, propagate_forward_time: 250.0265045166, propagate_backward_time: 380.9199829102, weight_update_time: 0.6593344212, other_time: 9.0325317383
epoch time: 52.6875495911s, input_fired_time: 0.8990164995, output_fired_time: 0.0000000000, propagate_forward_time: 50.1490440369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6394882202
validation[          , genome 15916] predictions:    9888/  10000 (98.88%), best:    9895/10000 (98.95%), error:       390.76865, best error:       370.26233 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 648.9519653320s, input_fired_time: 7.5787158012, output_fired_time: 5.6801576614, propagate_forward_time: 247.9793853760, propagate_backward_time: 378.7252807617, weight_update_time: 0.6611524224, other_time: 8.9884033203
epoch time: 52.5996742249s, input_fired_time: 0.8760467768, output_fired_time: 0.0000000000, propagate_forward_time: 50.1080703735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6155586243
validation[          , genome 15916] predictions:    9872/  10000 (98.72%), best:    9895/10000 (98.95%), error:       430.82953, best error:       370.26233 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 650.5780639648s, input_fired_time: 7.5730071068, output_fired_time: 5.6615200043, propagate_forward_time: 249.3300323486, propagate_backward_time: 378.9132995605, weight_update_time: 0.6566460729, other_time: 9.1002502441
epoch time: 52.3484230042s, input_fired_time: 0.8856636882, output_fired_time: 0.0000000000, propagate_forward_time: 49.8161087036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6466522217
validation[          , genome 15916] predictions:    9889/  10000 (98.89%), best:    9895/10000 (98.95%), error:       374.65369, best error:       370.26233 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 652.9340209961s, input_fired_time: 7.6342606544, output_fired_time: 5.6541333199, propagate_forward_time: 250.1154632568, propagate_backward_time: 380.4659118652, weight_update_time: 0.6603136063, other_time: 9.0642395020
epoch time: 52.6200447083s, input_fired_time: 0.8960423470, output_fired_time: 0.0000000000, propagate_forward_time: 50.1096305847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6143722534
validation[          , genome 15916] predictions:    9845/  10000 (98.45%), best:    9895/10000 (98.95%), error:       533.01428, best error:       370.26233 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 652.2249145508s, input_fired_time: 7.6453251839, output_fired_time: 5.6783776283, propagate_forward_time: 249.5548400879, propagate_backward_time: 380.1578369141, weight_update_time: 0.6656002998, other_time: 9.1885070801
epoch time: 52.7294540405s, input_fired_time: 0.8907519579, output_fired_time: 0.0000000000, propagate_forward_time: 50.1643257141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6743774414
validation[          , genome 15916] predictions:    9877/  10000 (98.77%), best:    9895/10000 (98.95%), error:       440.45059, best error:       370.26233 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 651.9299926758s, input_fired_time: 7.6605596542, output_fired_time: 5.6481637955, propagate_forward_time: 249.2158203125, propagate_backward_time: 380.2918090820, weight_update_time: 0.6601662636, other_time: 9.1135864258
epoch time: 52.5488624573s, input_fired_time: 0.8936949372, output_fired_time: 0.0000000000, propagate_forward_time: 50.0459365845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6092300415
validation[          , genome 15916] predictions:    9883/  10000 (98.83%), best:    9895/10000 (98.95%), error:       398.65643, best error:       370.26233 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 653.6892700195s, input_fired_time: 7.6741056442, output_fired_time: 5.6790657043, propagate_forward_time: 250.0332946777, propagate_backward_time: 381.0855102539, weight_update_time: 0.6610786319, other_time: 9.2172546387
epoch time: 52.6774406433s, input_fired_time: 0.8910315633, output_fired_time: 0.0000000000, propagate_forward_time: 50.1890869141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5973205566
validation[          , genome 15916] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       333.53683, best error:       333.53683 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 657.5356445312s, input_fired_time: 7.6867189407, output_fired_time: 5.7266016006, propagate_forward_time: 251.1212768555, propagate_backward_time: 383.9116516113, weight_update_time: 0.6582102180, other_time: 9.0893859863
epoch time: 52.9580230713s, input_fired_time: 0.9147875309, output_fired_time: 0.0000000000, propagate_forward_time: 50.3688163757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6744194031
validation[          , genome 15916] predictions:    9906/  10000 (99.06%), best:    9908/10000 (99.08%), error:       343.71158, best error:       333.53683 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 652.7681274414s, input_fired_time: 7.6658258438, output_fired_time: 5.6840367317, propagate_forward_time: 249.6825103760, propagate_backward_time: 380.5628356934, weight_update_time: 0.6598707438, other_time: 9.1729431152
epoch time: 52.8063087463s, input_fired_time: 0.8922534585, output_fired_time: 0.0000000000, propagate_forward_time: 50.2749519348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6391029358
validation[          , genome 15916] predictions:    9901/  10000 (99.01%), best:    9908/10000 (99.08%), error:       342.05179, best error:       333.53683 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 655.7011718750s, input_fired_time: 7.6850519180, output_fired_time: 5.6991071701, propagate_forward_time: 250.6031494141, propagate_backward_time: 382.5504150391, weight_update_time: 0.6659764647, other_time: 9.1634521484
epoch time: 51.5960197449s, input_fired_time: 0.8855876327, output_fired_time: 0.0000000000, propagate_forward_time: 49.0937881470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6166458130
validation[          , genome 15916] predictions:    9886/  10000 (98.86%), best:    9908/10000 (99.08%), error:       365.20374, best error:       333.53683 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 652.8447265625s, input_fired_time: 7.6639537811, output_fired_time: 5.7062811852, propagate_forward_time: 249.7142639160, propagate_backward_time: 380.6117248535, weight_update_time: 0.6604958773, other_time: 9.1484985352
epoch time: 52.5336914062s, input_fired_time: 0.8982791901, output_fired_time: 0.0000000000, propagate_forward_time: 50.0028343201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6325798035
validation[          , genome 15916] predictions:    9900/  10000 (99.00%), best:    9908/10000 (99.08%), error:       341.92422, best error:       333.53683 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 653.1694335938s, input_fired_time: 7.6599397659, output_fired_time: 5.6659035683, propagate_forward_time: 249.7885437012, propagate_backward_time: 380.9087524414, weight_update_time: 0.6668190360, other_time: 9.1463317871
epoch time: 52.4888572693s, input_fired_time: 0.8981590867, output_fired_time: 0.0000000000, propagate_forward_time: 49.9695243835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6211738586
validation[          , genome 15916] predictions:    9875/  10000 (98.75%), best:    9908/10000 (99.08%), error:       371.95056, best error:       333.53683 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 652.7724609375s, input_fired_time: 7.7065033913, output_fired_time: 5.6851620674, propagate_forward_time: 249.8287048340, propagate_backward_time: 380.4461059570, weight_update_time: 0.6632595658, other_time: 9.1059875488
epoch time: 51.5439262390s, input_fired_time: 0.8851748705, output_fired_time: 0.0000000000, propagate_forward_time: 49.0434608459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6152915955
validation[          , genome 15916] predictions:    9902/  10000 (99.02%), best:    9908/10000 (99.08%), error:       353.26147, best error:       333.53683 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 658.7347412109s, input_fired_time: 7.7138762474, output_fired_time: 5.7607874870, propagate_forward_time: 251.8170471191, propagate_backward_time: 384.2791748047, weight_update_time: 0.6615569592, other_time: 9.1638488770
epoch time: 52.8122634888s, input_fired_time: 0.8950327039, output_fired_time: 0.0000000000, propagate_forward_time: 50.2969856262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6202468872
validation[          , genome 15916] predictions:    9891/  10000 (98.91%), best:    9908/10000 (99.08%), error:       381.20892, best error:       333.53683 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 651.4381713867s, input_fired_time: 7.6413660049, output_fired_time: 5.7098722458, propagate_forward_time: 249.1329650879, propagate_backward_time: 379.7871704102, weight_update_time: 0.6691118479, other_time: 9.1667785645
epoch time: 52.6626625061s, input_fired_time: 0.9068781734, output_fired_time: 0.0000000000, propagate_forward_time: 50.0923347473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6634483337
validation[          , genome 15916] predictions:    9891/  10000 (98.91%), best:    9908/10000 (99.08%), error:       356.12283, best error:       333.53683 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 650.9965820312s, input_fired_time: 7.6805090904, output_fired_time: 5.6514325142, propagate_forward_time: 249.0084991455, propagate_backward_time: 379.5829162598, weight_update_time: 0.6648965478, other_time: 9.0732727051
epoch time: 53.0671806335s, input_fired_time: 0.8992939591, output_fired_time: 0.0000000000, propagate_forward_time: 50.5246391296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6432456970
validation[          , genome 15916] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       322.55164, best error:       322.55164 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 648.0791015625s, input_fired_time: 7.6290583611, output_fired_time: 5.7206864357, propagate_forward_time: 248.0601501465, propagate_backward_time: 377.5273742676, weight_update_time: 0.6582142115, other_time: 9.1418457031
epoch time: 52.7453002930s, input_fired_time: 0.9153863788, output_fired_time: 0.0000000000, propagate_forward_time: 50.1646423340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6652717590
validation[          , genome 15916] predictions:    9894/  10000 (98.94%), best:    9911/10000 (99.11%), error:       352.46326, best error:       322.55164 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 649.3269042969s, input_fired_time: 7.6758999825, output_fired_time: 5.6751084328, propagate_forward_time: 248.0701599121, propagate_backward_time: 378.8093566895, weight_update_time: 0.6592498422, other_time: 9.0963745117
epoch time: 51.8843688965s, input_fired_time: 0.8976677656, output_fired_time: 0.0000000000, propagate_forward_time: 49.3245887756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6621131897
validation[          , genome 15916] predictions:    9904/  10000 (99.04%), best:    9911/10000 (99.11%), error:       326.10330, best error:       322.55164 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 653.3646850586s, input_fired_time: 7.7006340027, output_fired_time: 5.6783046722, propagate_forward_time: 249.5725097656, propagate_backward_time: 381.2885131836, weight_update_time: 0.6593670249, other_time: 9.1247558594
epoch time: 52.6995124817s, input_fired_time: 0.9177160859, output_fired_time: 0.0000000000, propagate_forward_time: 50.0865173340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6952781677
validation[          , genome 15916] predictions:    9906/  10000 (99.06%), best:    9911/10000 (99.11%), error:       323.19482, best error:       322.55164 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 654.1353149414s, input_fired_time: 7.7141489983, output_fired_time: 5.6887598038, propagate_forward_time: 250.5866851807, propagate_backward_time: 380.9286499023, weight_update_time: 0.6658817530, other_time: 9.2170410156
epoch time: 52.8126678467s, input_fired_time: 0.9050372839, output_fired_time: 0.0000000000, propagate_forward_time: 50.2516860962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6559448242
validation[          , genome 15916] predictions:    9906/  10000 (99.06%), best:    9911/10000 (99.11%), error:       331.94812, best error:       322.55164 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 652.2586669922s, input_fired_time: 7.7057175636, output_fired_time: 5.7016015053, propagate_forward_time: 249.3221435547, propagate_backward_time: 380.4364929199, weight_update_time: 0.6613578796, other_time: 9.0927429199
epoch time: 51.3003654480s, input_fired_time: 0.8822083473, output_fired_time: 0.0000000000, propagate_forward_time: 48.7755546570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6426010132
validation[          , genome 15916] predictions:    9910/  10000 (99.10%), best:    9911/10000 (99.11%), error:       325.94641, best error:       322.55164 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 651.8732299805s, input_fired_time: 7.6748251915, output_fired_time: 5.6693048477, propagate_forward_time: 249.3382568359, propagate_backward_time: 379.9960327148, weight_update_time: 0.6640865207, other_time: 9.1948242188
epoch time: 52.8400306702s, input_fired_time: 0.8986335993, output_fired_time: 0.0000000000, propagate_forward_time: 50.2942733765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6471252441
validation[          , genome 15916] predictions:    9901/  10000 (99.01%), best:    9911/10000 (99.11%), error:       358.16992, best error:       322.55164 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 652.5568847656s, input_fired_time: 7.7297081947, output_fired_time: 5.7098436356, propagate_forward_time: 249.7381134033, propagate_backward_time: 380.2577819824, weight_update_time: 0.6574052572, other_time: 9.1214294434
epoch time: 52.7285995483s, input_fired_time: 0.9086507559, output_fired_time: 0.0000000000, propagate_forward_time: 50.1888809204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6310691833
validation[          , genome 15916] predictions:    9918/  10000 (99.18%), best:    9918/10000 (99.18%), error:       314.95651, best error:       314.95651 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 655.1517944336s, input_fired_time: 7.7000532150, output_fired_time: 5.7064118385, propagate_forward_time: 250.2359619141, propagate_backward_time: 382.3694152832, weight_update_time: 0.6607240438, other_time: 9.1399230957
epoch time: 53.0145301819s, input_fired_time: 0.9173555970, output_fired_time: 0.0000000000, propagate_forward_time: 50.4432983398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6538772583
validation[          , genome 15916] predictions:    9908/  10000 (99.08%), best:    9918/10000 (99.18%), error:       338.74237, best error:       314.95651 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 656.5028076172s, input_fired_time: 7.7402253151, output_fired_time: 5.6992177963, propagate_forward_time: 251.0263671875, propagate_backward_time: 382.9560852051, weight_update_time: 0.6602729559, other_time: 9.0809020996
epoch time: 52.7710800171s, input_fired_time: 0.8962247968, output_fired_time: 0.0000000000, propagate_forward_time: 50.2261505127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6487045288
validation[          , genome 15916] predictions:    9888/  10000 (98.88%), best:    9918/10000 (99.18%), error:       372.79166, best error:       314.95651 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 653.2007446289s, input_fired_time: 7.6947131157, output_fired_time: 5.6911892891, propagate_forward_time: 249.6140136719, propagate_backward_time: 381.1302490234, weight_update_time: 0.6576851606, other_time: 9.0706176758
epoch time: 52.6769828796s, input_fired_time: 0.8961942196, output_fired_time: 0.0000000000, propagate_forward_time: 50.1334075928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6473808289
validation[          , genome 15916] predictions:    9910/  10000 (99.10%), best:    9918/10000 (99.18%), error:       327.95404, best error:       314.95651 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 645.7053222656s, input_fired_time: 7.6123089790, output_fired_time: 5.6296486855, propagate_forward_time: 246.9484710693, propagate_backward_time: 376.4261474609, weight_update_time: 0.6590943336, other_time: 9.0887451172
epoch time: 52.9977493286s, input_fired_time: 0.8984292746, output_fired_time: 0.0000000000, propagate_forward_time: 50.4850273132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6142921448
validation[          , genome 15916] predictions:    9905/  10000 (99.05%), best:    9918/10000 (99.18%), error:       327.50616, best error:       314.95651 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 656.7667846680s, input_fired_time: 7.7405743599, output_fired_time: 5.6831388474, propagate_forward_time: 251.0789642334, propagate_backward_time: 383.1093444824, weight_update_time: 0.6608291864, other_time: 9.1546936035
epoch time: 52.9009895325s, input_fired_time: 0.8893151879, output_fired_time: 0.0000000000, propagate_forward_time: 50.4334907532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5781822205
validation[          , genome 15916] predictions:    9907/  10000 (99.07%), best:    9918/10000 (99.18%), error:       317.32870, best error:       314.95651 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 652.8165893555s, input_fired_time: 7.6886510849, output_fired_time: 5.6721453667, propagate_forward_time: 250.0032806396, propagate_backward_time: 380.3560485840, weight_update_time: 0.6561131477, other_time: 9.0964660645
epoch time: 53.0062637329s, input_fired_time: 0.9094469547, output_fired_time: 0.0000000000, propagate_forward_time: 50.4816169739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6152000427
validation[          , genome 15916] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       312.50937, best error:       312.50937 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 651.9260253906s, input_fired_time: 7.6848359108, output_fired_time: 5.6804013252, propagate_forward_time: 248.9748077393, propagate_backward_time: 380.5490417480, weight_update_time: 0.6649481058, other_time: 9.0369567871
epoch time: 53.0591163635s, input_fired_time: 0.9268628359, output_fired_time: 0.0000000000, propagate_forward_time: 50.4749183655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6573333740
validation[          , genome 15916] predictions:    9901/  10000 (99.01%), best:    9914/10000 (99.14%), error:       326.94452, best error:       312.50937 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 652.4290771484s, input_fired_time: 7.7137122154, output_fired_time: 5.6686553955, propagate_forward_time: 249.9665679932, propagate_backward_time: 380.0154113770, weight_update_time: 0.6629983783, other_time: 9.0647888184
epoch time: 52.6692085266s, input_fired_time: 0.8990141749, output_fired_time: 0.0000000000, propagate_forward_time: 50.1139717102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6562232971
validation[          , genome 15916] predictions:    9896/  10000 (98.96%), best:    9914/10000 (99.14%), error:       376.19861, best error:       312.50937 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 644.0537109375s, input_fired_time: 7.6436519623, output_fired_time: 5.6497316360, propagate_forward_time: 246.2121124268, propagate_backward_time: 375.4954833984, weight_update_time: 0.6578332186, other_time: 9.0527343750
epoch time: 52.3992424011s, input_fired_time: 0.9044963717, output_fired_time: 0.0000000000, propagate_forward_time: 49.8919258118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6028213501
validation[          , genome 15916] predictions:    9908/  10000 (99.08%), best:    9914/10000 (99.14%), error:       323.41122, best error:       312.50937 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 650.3592529297s, input_fired_time: 7.7302656174, output_fired_time: 5.6742854118, propagate_forward_time: 249.2573242188, propagate_backward_time: 378.5699157715, weight_update_time: 0.6724722981, other_time: 9.1274719238
epoch time: 52.3189392090s, input_fired_time: 0.9118965864, output_fired_time: 0.0000000000, propagate_forward_time: 49.7842102051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6228332520
validation[          , genome 15916] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       343.42435, best error:       312.50937 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 643.7633056641s, input_fired_time: 7.6693758965, output_fired_time: 5.6186895370, propagate_forward_time: 246.2765350342, propagate_backward_time: 375.0870971680, weight_update_time: 0.6650974751, other_time: 9.1115722656
epoch time: 50.1047515869s, input_fired_time: 0.8843326569, output_fired_time: 0.0000000000, propagate_forward_time: 47.6337890625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5866317749
validation[          , genome 15916] predictions:    9910/  10000 (99.10%), best:    9914/10000 (99.14%), error:       324.72647, best error:       312.50937 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 660.7122802734s, input_fired_time: 7.7988452911, output_fired_time: 5.7629175186, propagate_forward_time: 252.5562438965, propagate_backward_time: 385.3053283691, weight_update_time: 0.6732357740, other_time: 9.2889404297
epoch time: 52.1035728455s, input_fired_time: 0.9086424708, output_fired_time: 0.0000000000, propagate_forward_time: 49.5579910278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6369400024
validation[          , genome 15916] predictions:    9905/  10000 (99.05%), best:    9914/10000 (99.14%), error:       325.59705, best error:       312.50937 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 652.9068603516s, input_fired_time: 7.7442092896, output_fired_time: 5.7065830231, propagate_forward_time: 249.2792663574, propagate_backward_time: 380.9158325195, weight_update_time: 0.6673296094, other_time: 9.2609558105
epoch time: 52.5725021362s, input_fired_time: 0.9048371315, output_fired_time: 0.0000000000, propagate_forward_time: 50.0548820496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6127815247
validation[          , genome 15916] predictions:    9902/  10000 (99.02%), best:    9914/10000 (99.14%), error:       353.41757, best error:       312.50937 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 652.8244018555s, input_fired_time: 7.7507982254, output_fired_time: 5.7017040253, propagate_forward_time: 250.2388763428, propagate_backward_time: 379.9526977539, weight_update_time: 0.6642269492, other_time: 9.1802978516
epoch time: 52.5640335083s, input_fired_time: 0.9063529968, output_fired_time: 0.0000000000, propagate_forward_time: 50.0350456238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6226348877
validation[          , genome 15916] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       314.26596, best error:       312.50937 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 656.2020263672s, input_fired_time: 7.7226138115, output_fired_time: 5.7422680855, propagate_forward_time: 250.6601715088, propagate_backward_time: 382.9082641602, weight_update_time: 0.6709631681, other_time: 9.1687622070
epoch time: 52.8945426941s, input_fired_time: 0.9079816341, output_fired_time: 0.0000000000, propagate_forward_time: 50.3621826172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6243782043
validation[          , genome 15916] predictions:    9883/  10000 (98.83%), best:    9914/10000 (99.14%), error:       359.12646, best error:       312.50937 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 651.1777954102s, input_fired_time: 7.7034950256, output_fired_time: 5.6320610046, propagate_forward_time: 248.8341522217, propagate_backward_time: 379.8512268066, weight_update_time: 0.6634318829, other_time: 9.1568298340
epoch time: 51.8577003479s, input_fired_time: 0.8955075145, output_fired_time: 0.0000000000, propagate_forward_time: 49.3429756165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6192169189
validation[          , genome 15916] predictions:    9899/  10000 (98.99%), best:    9914/10000 (99.14%), error:       337.11169, best error:       312.50937 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 649.1306762695s, input_fired_time: 7.6741151810, output_fired_time: 5.6431050301, propagate_forward_time: 247.9718933105, propagate_backward_time: 378.8029785156, weight_update_time: 0.6549505591, other_time: 9.0385437012
epoch time: 52.6765670776s, input_fired_time: 0.9206367135, output_fired_time: 0.0000000000, propagate_forward_time: 50.1082229614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6477088928
validation[          , genome 15916] predictions:    9902/  10000 (99.02%), best:    9914/10000 (99.14%), error:       357.61948, best error:       312.50937 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 652.0001220703s, input_fired_time: 7.7105484009, output_fired_time: 5.6281943321, propagate_forward_time: 249.3664093018, propagate_backward_time: 380.1322631836, weight_update_time: 0.6617477536, other_time: 9.1627197266
epoch time: 52.0056953430s, input_fired_time: 0.9069176316, output_fired_time: 0.0000000000, propagate_forward_time: 49.4606094360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6381683350
validation[          , genome 15916] predictions:    9911/  10000 (99.11%), best:    9914/10000 (99.14%), error:       313.67233, best error:       312.50937 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 654.0178833008s, input_fired_time: 7.7516951561, output_fired_time: 5.7254838943, propagate_forward_time: 249.8563995361, propagate_backward_time: 381.5066528320, weight_update_time: 0.6663554311, other_time: 9.1776733398
epoch time: 52.7980499268s, input_fired_time: 0.9198875427, output_fired_time: 0.0000000000, propagate_forward_time: 50.2367401123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6414222717
validation[          , genome 15916] predictions:    9895/  10000 (98.95%), best:    9914/10000 (99.14%), error:       356.95303, best error:       312.50937 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 659.9456787109s, input_fired_time: 7.7965297699, output_fired_time: 5.8023314476, propagate_forward_time: 251.9625396729, propagate_backward_time: 385.0505981445, weight_update_time: 0.6679975986, other_time: 9.3337402344
epoch time: 52.6441802979s, input_fired_time: 0.9219312072, output_fired_time: 0.0000000000, propagate_forward_time: 50.0721511841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6500968933
validation[          , genome 15916] predictions:    9917/  10000 (99.17%), best:    9914/10000 (99.14%), error:       320.60843, best error:       312.50937 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 653.4313354492s, input_fired_time: 7.7685127258, output_fired_time: 5.7276363373, propagate_forward_time: 249.7784271240, propagate_backward_time: 380.9248657227, weight_update_time: 0.6738346219, other_time: 9.2318725586
epoch time: 52.5919952393s, input_fired_time: 0.9154643416, output_fired_time: 0.0000000000, propagate_forward_time: 49.9886550903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6878776550
validation[          , genome 15916] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       315.93060, best error:       312.50937 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 654.1064453125s, input_fired_time: 7.7575473785, output_fired_time: 5.7176771164, propagate_forward_time: 249.6044921875, propagate_backward_time: 381.7417602539, weight_update_time: 0.6690180302, other_time: 9.2849731445
epoch time: 54.0815353394s, input_fired_time: 0.9377300739, output_fired_time: 0.0000000000, propagate_forward_time: 51.5097465515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6340599060
validation[          , genome 15916] predictions:    9896/  10000 (98.96%), best:    9914/10000 (99.14%), error:       352.89496, best error:       312.50937 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 651.4907226562s, input_fired_time: 7.7652554512, output_fired_time: 5.7493686676, propagate_forward_time: 248.8594207764, propagate_backward_time: 379.8730773926, weight_update_time: 0.6662163138, other_time: 9.2435607910
epoch time: 52.6937904358s, input_fired_time: 0.9181474447, output_fired_time: 0.0000000000, propagate_forward_time: 50.1265945435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6490478516
validation[          , genome 15916] predictions:    9905/  10000 (99.05%), best:    9914/10000 (99.14%), error:       322.52032, best error:       312.50937 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 654.7116088867s, input_fired_time: 7.7644319534, output_fired_time: 5.7261981964, propagate_forward_time: 250.3286743164, propagate_backward_time: 381.6362915039, weight_update_time: 0.6656286716, other_time: 9.2560424805
epoch time: 50.7504806519s, input_fired_time: 0.8906366825, output_fired_time: 0.0000000000, propagate_forward_time: 48.2659378052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5939064026
validation[          , genome 15916] predictions:    9910/  10000 (99.10%), best:    9914/10000 (99.14%), error:       313.43481, best error:       312.50937 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 656.3067016602s, input_fired_time: 7.8490018845, output_fired_time: 5.7395267487, propagate_forward_time: 251.0568389893, propagate_backward_time: 382.4051513672, weight_update_time: 0.6723979712, other_time: 9.2562255859
epoch time: 52.1861038208s, input_fired_time: 0.9078737497, output_fired_time: 0.0000000000, propagate_forward_time: 49.6860771179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5921516418
validation[          , genome 15916] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       320.44467, best error:       312.50937 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 652.5109252930s, input_fired_time: 7.7703166008, output_fired_time: 5.6704072952, propagate_forward_time: 249.3629608154, propagate_backward_time: 380.4971618652, weight_update_time: 0.6630042195, other_time: 9.2100524902
epoch time: 52.9118919373s, input_fired_time: 0.9233248234, output_fired_time: 0.0000000000, propagate_forward_time: 50.3456153870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6429519653
validation[          , genome 15916] predictions:    9916/  10000 (99.16%), best:    9914/10000 (99.14%), error:       321.42142, best error:       312.50937 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 655.5014038086s, input_fired_time: 7.7682132721, output_fired_time: 5.7329645157, propagate_forward_time: 250.4953613281, propagate_backward_time: 382.2598266602, weight_update_time: 0.6725023389, other_time: 9.2450561523
epoch time: 51.9159049988s, input_fired_time: 0.9118667841, output_fired_time: 0.0000000000, propagate_forward_time: 49.3759498596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6280899048
validation[          , genome 15916] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       317.21011, best error:       312.50937 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 654.9314575195s, input_fired_time: 7.7825846672, output_fired_time: 5.7508687973, propagate_forward_time: 250.2671661377, propagate_backward_time: 381.9280395508, weight_update_time: 0.6628291607, other_time: 9.2028198242
epoch time: 53.1869392395s, input_fired_time: 0.9393385053, output_fired_time: 0.0000000000, propagate_forward_time: 50.5547637939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6928367615
validation[          , genome 15916] predictions:    9906/  10000 (99.06%), best:    9914/10000 (99.14%), error:       316.49609, best error:       312.50937 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 658.1418457031s, input_fired_time: 7.8073773384, output_fired_time: 5.7488751411, propagate_forward_time: 251.5749511719, propagate_backward_time: 383.7614746094, weight_update_time: 0.6651602387, other_time: 9.2491455078
epoch time: 52.8036499023s, input_fired_time: 0.9196609259, output_fired_time: 0.0000000000, propagate_forward_time: 50.2615356445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6224517822
validation[          , genome 15916] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       323.97626, best error:       312.50937 on epoch:    77, 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: 261.2141113281s, input_fired_time: 4.5805792809, output_fired_time: 0.0000000000, propagate_forward_time: 248.3348083496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.2987365723
best training[          , genome 15916] predictions:   49990/  50000 (99.98%), best:    9914/10000 (99.14%), error:       188.75412, best error:       312.50937 on epoch:    77, 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: 52.8404617310s, input_fired_time: 0.9083282948, output_fired_time: 0.0000000000, propagate_forward_time: 50.2947540283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6373786926
   testing[          , genome 15916] predictions:    9890/  10000 (98.90%), best:    9914/10000 (99.14%), error:       323.99524, best error:       312.50937 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:43:58 (31849): called boinc_finish(0)

</stderr_txt>
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