Nameexact_genome_1512568488_41_6280_0
Workunit2602712
Created7 Dec 2017, 19:02:46 UTC
Sent7 Dec 2017, 19:07:19 UTC
Report deadline17 Dec 2017, 3:19:01 UTC
Received9 Dec 2017, 7:29:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time5 hours 6 min 46 sec
CPU time5 hours 3 min 1 sec
Validate stateValid
Credit2,335.37
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.23 MB
Peak swap size159.03 MB
Peak disk usage1.91 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.49%), best:    9694/10000 (96.94%), error:      1152.07935, best error:       999.67175 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 164.9945220947s, input_fired_time: 1.6336768866, output_fired_time: 1.6591935158, propagate_forward_time: 61.1190452576, propagate_backward_time: 97.2748489380, weight_update_time: 0.1855845153, other_time: 3.3077468872
epoch time: 13.4010267258s, input_fired_time: 0.2052044570, output_fired_time: 0.0000000000, propagate_forward_time: 12.6195716858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5762510300
validation[          , genome  6280] predictions:    9670/  10000 (96.70%), best:    9694/10000 (96.94%), error:      1114.33459, best error:       999.67175 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 166.8823852539s, input_fired_time: 1.6461288929, output_fired_time: 1.6665380001, propagate_forward_time: 62.2361068726, propagate_backward_time: 98.0776367188, weight_update_time: 0.1830887198, other_time: 3.2559738159
epoch time: 13.3394889832s, input_fired_time: 0.2116365880, output_fired_time: 0.0000000000, propagate_forward_time: 12.5341453552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937070847
validation[          , genome  6280] predictions:    9684/  10000 (96.84%), best:    9694/10000 (96.94%), error:      1017.00970, best error:       999.67175 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 165.8957366943s, input_fired_time: 1.6372970343, output_fired_time: 1.6541752815, propagate_forward_time: 61.5653266907, propagate_backward_time: 97.7568588257, weight_update_time: 0.1845691800, other_time: 3.2820816040
epoch time: 13.2275772095s, input_fired_time: 0.2079249024, output_fired_time: 0.0000000000, propagate_forward_time: 12.4332036972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5864486694
validation[          , genome  6280] predictions:    9679/  10000 (96.79%), best:    9694/10000 (96.94%), error:      1035.17151, best error:       999.67175 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 166.0556335449s, input_fired_time: 1.6503440142, output_fired_time: 1.6520546675, propagate_forward_time: 61.8113403320, propagate_backward_time: 97.6239318848, weight_update_time: 0.1850418150, other_time: 3.3179626465
epoch time: 14.3398799896s, input_fired_time: 0.2232199013, output_fired_time: 0.0000000000, propagate_forward_time: 13.4961557388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6205043793
validation[          , genome  6280] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       906.56946, best error:       906.56946 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 164.5024566650s, input_fired_time: 1.6431354284, output_fired_time: 1.6529252529, propagate_forward_time: 61.1356353760, propagate_backward_time: 96.7817840576, weight_update_time: 0.1835609227, other_time: 3.2889709473
epoch time: 13.5172710419s, input_fired_time: 0.2095937580, output_fired_time: 0.0000000000, propagate_forward_time: 12.7189846039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5886926651
validation[          , genome  6280] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       903.11243, best error:       903.11243 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 164.7565917969s, input_fired_time: 1.6439104080, output_fired_time: 1.6589775085, propagate_forward_time: 61.0959892273, propagate_backward_time: 97.0345611572, weight_update_time: 0.1834404767, other_time: 3.3231506348
epoch time: 13.2087173462s, input_fired_time: 0.2078650743, output_fired_time: 0.0000000000, propagate_forward_time: 12.4206771851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5801753998
validation[          , genome  6280] predictions:    9695/  10000 (96.95%), best:    9721/10000 (97.21%), error:      1003.70807, best error:       903.11243 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 167.2399749756s, input_fired_time: 1.6562442780, output_fired_time: 1.6672359705, propagate_forward_time: 62.2826004028, propagate_backward_time: 98.3490753174, weight_update_time: 0.1848145723, other_time: 3.2848129272
epoch time: 13.3287286758s, input_fired_time: 0.2085716426, output_fired_time: 0.0000000000, propagate_forward_time: 12.5314216614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5887355804
validation[          , genome  6280] predictions:    9701/  10000 (97.01%), best:    9721/10000 (97.21%), error:       976.34369, best error:       903.11243 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 166.7354278564s, input_fired_time: 1.6537230015, output_fired_time: 1.6684732437, propagate_forward_time: 62.0398101807, propagate_backward_time: 98.0810317993, weight_update_time: 0.1854005754, other_time: 3.2923965454
epoch time: 13.7164239883s, input_fired_time: 0.2141486555, output_fired_time: 0.0000000000, propagate_forward_time: 12.9059810638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5962944031
validation[          , genome  6280] predictions:    9699/  10000 (96.99%), best:    9721/10000 (97.21%), error:       933.08362, best error:       903.11243 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 165.5586242676s, input_fired_time: 1.6430466175, output_fired_time: 1.6521124840, propagate_forward_time: 61.7009735107, propagate_backward_time: 97.2881546021, weight_update_time: 0.1827520579, other_time: 3.2743301392
epoch time: 13.4036750793s, input_fired_time: 0.2105154097, output_fired_time: 0.0000000000, propagate_forward_time: 12.5990381241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941219330
validation[          , genome  6280] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       854.48480, best error:       854.48480 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 165.0147552490s, input_fired_time: 1.6409555674, output_fired_time: 1.6617053747, propagate_forward_time: 61.0713958740, propagate_backward_time: 97.3419952393, weight_update_time: 0.1821374446, other_time: 3.2986907959
epoch time: 12.9930324554s, input_fired_time: 0.2095289677, output_fired_time: 0.0000000000, propagate_forward_time: 12.1994342804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840692520
validation[          , genome  6280] predictions:    9675/  10000 (96.75%), best:    9731/10000 (97.31%), error:      1012.62720, best error:       854.48480 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 164.5352020264s, input_fired_time: 1.6470434666, output_fired_time: 1.6527180672, propagate_forward_time: 60.7787399292, propagate_backward_time: 97.1035995483, weight_update_time: 0.1845481247, other_time: 3.3530883789
epoch time: 13.1445817947s, input_fired_time: 0.2095142901, output_fired_time: 0.0000000000, propagate_forward_time: 12.3440046310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910625458
validation[          , genome  6280] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       812.90417, best error:       812.90417 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 165.6677703857s, input_fired_time: 1.6428561211, output_fired_time: 1.6548564434, propagate_forward_time: 61.7494506836, propagate_backward_time: 97.3496627808, weight_update_time: 0.1831793785, other_time: 3.2709426880
epoch time: 12.5697174072s, input_fired_time: 0.2073719352, output_fired_time: 0.0000000000, propagate_forward_time: 11.7471399307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152057648
validation[          , genome  6280] predictions:    9674/  10000 (96.74%), best:    9734/10000 (97.34%), error:      1062.37842, best error:       812.90417 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 162.5309906006s, input_fired_time: 1.6348897219, output_fired_time: 1.6472213268, propagate_forward_time: 59.7731666565, propagate_backward_time: 96.0697631836, weight_update_time: 0.1828837991, other_time: 3.4059600830
epoch time: 12.1054143906s, input_fired_time: 0.2054000050, output_fired_time: 0.0000000000, propagate_forward_time: 11.2765951157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234188080
validation[          , genome  6280] predictions:    9692/  10000 (96.92%), best:    9734/10000 (97.34%), error:       955.12189, best error:       812.90417 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 167.2338256836s, input_fired_time: 1.6593264341, output_fired_time: 1.6712180376, propagate_forward_time: 62.3143653870, propagate_backward_time: 98.2984771729, weight_update_time: 0.1850261986, other_time: 3.2904357910
epoch time: 13.1199769974s, input_fired_time: 0.2103046924, output_fired_time: 0.0000000000, propagate_forward_time: 12.3289632797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5807094574
validation[          , genome  6280] predictions:    9705/  10000 (97.05%), best:    9734/10000 (97.34%), error:       969.53339, best error:       812.90417 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 166.0490875244s, input_fired_time: 1.6562370062, output_fired_time: 1.6685968637, propagate_forward_time: 61.7734870911, propagate_backward_time: 97.6339721680, weight_update_time: 0.1853846610, other_time: 3.3168029785
epoch time: 12.8466272354s, input_fired_time: 0.2034365386, output_fired_time: 0.0000000000, propagate_forward_time: 12.0595579147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836324692
validation[          , genome  6280] predictions:    9721/  10000 (97.21%), best:    9734/10000 (97.34%), error:       899.24304, best error:       812.90417 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 165.4668273926s, input_fired_time: 1.6596739292, output_fired_time: 1.6560060978, propagate_forward_time: 61.2813835144, propagate_backward_time: 97.5209655762, weight_update_time: 0.1836810559, other_time: 3.3488006592
epoch time: 13.4908456802s, input_fired_time: 0.2134031504, output_fired_time: 0.0000000000, propagate_forward_time: 12.6755495071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6018934250
validation[          , genome  6280] predictions:    9697/  10000 (96.97%), best:    9734/10000 (97.34%), error:       982.18585, best error:       812.90417 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 166.3069915771s, input_fired_time: 1.6584026814, output_fired_time: 1.6656835079, propagate_forward_time: 61.6698989868, propagate_backward_time: 97.9599075317, weight_update_time: 0.1877792180, other_time: 3.3531036377
epoch time: 13.4337730408s, input_fired_time: 0.2120231241, output_fired_time: 0.0000000000, propagate_forward_time: 12.6390419006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5827083588
validation[          , genome  6280] predictions:    9720/  10000 (97.20%), best:    9734/10000 (97.34%), error:       883.49756, best error:       812.90417 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 166.5410003662s, input_fired_time: 1.6610502005, output_fired_time: 1.6676561832, propagate_forward_time: 61.9691658020, propagate_backward_time: 97.9278945923, weight_update_time: 0.1871165186, other_time: 3.3152236938
epoch time: 13.5598211288s, input_fired_time: 0.2097553015, output_fired_time: 0.0000000000, propagate_forward_time: 12.7713260651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5787401199
validation[          , genome  6280] predictions:    9703/  10000 (97.03%), best:    9734/10000 (97.34%), error:       963.15240, best error:       812.90417 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 166.8991241455s, input_fired_time: 1.6656118631, output_fired_time: 1.6624619961, propagate_forward_time: 62.1267700195, propagate_backward_time: 98.1275253296, weight_update_time: 0.1869534552, other_time: 3.3167495728
epoch time: 13.2851657867s, input_fired_time: 0.2152648121, output_fired_time: 0.0000000000, propagate_forward_time: 12.4682474136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6016530991
validation[          , genome  6280] predictions:    9667/  10000 (96.67%), best:    9734/10000 (97.34%), error:      1070.33081, best error:       812.90417 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 165.8942718506s, input_fired_time: 1.6511347294, output_fired_time: 1.6661591530, propagate_forward_time: 61.5369758606, propagate_backward_time: 97.7103347778, weight_update_time: 0.1853975058, other_time: 3.3296737671
epoch time: 13.2344999313s, input_fired_time: 0.2108809799, output_fired_time: 0.0000000000, propagate_forward_time: 12.4246902466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989284515
validation[          , genome  6280] predictions:    9727/  10000 (97.27%), best:    9734/10000 (97.34%), error:       931.67004, best error:       812.90417 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 165.7948760986s, input_fired_time: 1.6661930084, output_fired_time: 1.6641014814, propagate_forward_time: 61.4384841919, propagate_backward_time: 97.7066955566, weight_update_time: 0.1854229122, other_time: 3.3193893433
epoch time: 12.9656410217s, input_fired_time: 0.2106448412, output_fired_time: 0.0000000000, propagate_forward_time: 12.1667156219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882806778
validation[          , genome  6280] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       860.97339, best error:       812.90417 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 163.5652618408s, input_fired_time: 1.6436067820, output_fired_time: 1.6443911791, propagate_forward_time: 60.2840614319, propagate_backward_time: 96.6290435791, weight_update_time: 0.1832859516, other_time: 3.3641662598
epoch time: 13.1788597107s, input_fired_time: 0.2122779787, output_fired_time: 0.0000000000, propagate_forward_time: 12.3702659607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963153839
validation[          , genome  6280] predictions:    9737/  10000 (97.37%), best:    9734/10000 (97.34%), error:       859.95502, best error:       812.90417 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 165.5825653076s, input_fired_time: 1.6543786526, output_fired_time: 1.6640745401, propagate_forward_time: 61.3988876343, propagate_backward_time: 97.5038604736, weight_update_time: 0.1863758415, other_time: 3.3613662720
epoch time: 13.3813266754s, input_fired_time: 0.2089327276, output_fired_time: 0.0000000000, propagate_forward_time: 12.5930376053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5793561935
validation[          , genome  6280] predictions:    9722/  10000 (97.22%), best:    9734/10000 (97.34%), error:       883.46863, best error:       812.90417 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 164.9837341309s, input_fired_time: 1.6547564268, output_fired_time: 1.6503607035, propagate_forward_time: 61.2881431580, propagate_backward_time: 97.1240615845, weight_update_time: 0.1832475066, other_time: 3.2664108276
epoch time: 12.7913312912s, input_fired_time: 0.2083859593, output_fired_time: 0.0000000000, propagate_forward_time: 12.0059165955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5770282745
validation[          , genome  6280] predictions:    9710/  10000 (97.10%), best:    9734/10000 (97.34%), error:       918.08936, best error:       812.90417 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 166.9255218506s, input_fired_time: 1.6675739288, output_fired_time: 1.6698584557, propagate_forward_time: 61.9993286133, propagate_backward_time: 98.2225723267, weight_update_time: 0.1872882843, other_time: 3.3661880493
epoch time: 13.4932956696s, input_fired_time: 0.2166417986, output_fired_time: 0.0000000000, propagate_forward_time: 12.6804485321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5962057114
validation[          , genome  6280] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       808.17792, best error:       808.17792 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 166.6644439697s, input_fired_time: 1.6589283943, output_fired_time: 1.6686747074, propagate_forward_time: 62.0665512085, propagate_backward_time: 97.9727096558, weight_update_time: 0.1854912341, other_time: 3.2975769043
epoch time: 13.4308547974s, input_fired_time: 0.2112143785, output_fired_time: 0.0000000000, propagate_forward_time: 12.6413164139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783243179
validation[          , genome  6280] predictions:    9731/  10000 (97.31%), best:    9751/10000 (97.51%), error:       830.86780, best error:       808.17792 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 166.7935180664s, input_fired_time: 1.6766108274, output_fired_time: 1.6656702757, propagate_forward_time: 62.0426597595, propagate_backward_time: 98.0520782471, weight_update_time: 0.1864210218, other_time: 3.3565063477
epoch time: 13.3809080124s, input_fired_time: 0.2126056254, output_fired_time: 0.0000000000, propagate_forward_time: 12.5698738098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5984287262
validation[          , genome  6280] predictions:    9705/  10000 (97.05%), best:    9751/10000 (97.51%), error:       932.79156, best error:       808.17792 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 166.6670684814s, input_fired_time: 1.6665714979, output_fired_time: 1.6554740667, propagate_forward_time: 62.1954307556, propagate_backward_time: 97.8744354248, weight_update_time: 0.1837613136, other_time: 3.2751617432
epoch time: 13.2534561157s, input_fired_time: 0.2138290405, output_fired_time: 0.0000000000, propagate_forward_time: 12.4460449219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935821533
validation[          , genome  6280] predictions:    9728/  10000 (97.28%), best:    9751/10000 (97.51%), error:       849.61761, best error:       808.17792 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 167.6885223389s, input_fired_time: 1.6773951054, output_fired_time: 1.6699118614, propagate_forward_time: 62.5209388733, propagate_backward_time: 98.5046463013, weight_update_time: 0.1878394485, other_time: 3.3156356812
epoch time: 12.9972505569s, input_fired_time: 0.2092318237, output_fired_time: 0.0000000000, propagate_forward_time: 12.1872739792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6007452011
validation[          , genome  6280] predictions:    9725/  10000 (97.25%), best:    9751/10000 (97.51%), error:       869.97729, best error:       808.17792 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 167.2523498535s, input_fired_time: 1.6586043835, output_fired_time: 1.6654275656, propagate_forward_time: 62.4020042419, propagate_backward_time: 98.2876739502, weight_update_time: 0.1868873686, other_time: 3.2386474609
epoch time: 13.6676054001s, input_fired_time: 0.2186467499, output_fired_time: 0.0000000000, propagate_forward_time: 12.8382854462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106729507
validation[          , genome  6280] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       804.43005, best error:       804.43005 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 167.2508697510s, input_fired_time: 1.6661671400, output_fired_time: 1.6679435968, propagate_forward_time: 62.2065734863, propagate_backward_time: 98.4160079956, weight_update_time: 0.1850114316, other_time: 3.2941818237
epoch time: 13.1244134903s, input_fired_time: 0.2080775350, output_fired_time: 0.0000000000, propagate_forward_time: 12.3397493362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5765867233
validation[          , genome  6280] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       796.69800, best error:       796.69800 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 167.5045776367s, input_fired_time: 1.6849260330, output_fired_time: 1.6725740433, propagate_forward_time: 62.4789505005, propagate_backward_time: 98.3328781128, weight_update_time: 0.1860443652, other_time: 3.3352508545
epoch time: 13.2014112473s, input_fired_time: 0.2137464136, output_fired_time: 0.0000000000, propagate_forward_time: 12.4035758972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840892792
validation[          , genome  6280] predictions:    9709/  10000 (97.09%), best:    9746/10000 (97.46%), error:       863.32758, best error:       796.69800 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 166.7292022705s, input_fired_time: 1.6713613272, output_fired_time: 1.6652028561, propagate_forward_time: 62.1348075867, propagate_backward_time: 97.9429016113, weight_update_time: 0.1874091327, other_time: 3.3149261475
epoch time: 13.4984378815s, input_fired_time: 0.2155330479, output_fired_time: 0.0000000000, propagate_forward_time: 12.6776437759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052608490
validation[          , genome  6280] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       796.15283, best error:       796.15283 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 166.2550354004s, input_fired_time: 1.6630073786, output_fired_time: 1.6710778475, propagate_forward_time: 61.7290000916, propagate_backward_time: 97.8305358887, weight_update_time: 0.1869200021, other_time: 3.3614044189
epoch time: 13.2889938354s, input_fired_time: 0.2136188000, output_fired_time: 0.0000000000, propagate_forward_time: 12.4844617844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5909128189
validation[          , genome  6280] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       777.01996, best error:       777.01996 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 167.3693084717s, input_fired_time: 1.6705291271, output_fired_time: 1.6659471989, propagate_forward_time: 62.2635688782, propagate_backward_time: 98.4628524780, weight_update_time: 0.1856564283, other_time: 3.3064041138
epoch time: 14.0129623413s, input_fired_time: 0.2253006250, output_fired_time: 0.0000000000, propagate_forward_time: 13.1639022827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237592697
validation[          , genome  6280] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       788.37256, best error:       777.01996 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 166.2475891113s, input_fired_time: 1.6712135077, output_fired_time: 1.6637022495, propagate_forward_time: 61.7329063416, propagate_backward_time: 97.8441085815, weight_update_time: 0.1847355962, other_time: 3.3356552124
epoch time: 13.2968759537s, input_fired_time: 0.2153474241, output_fired_time: 0.0000000000, propagate_forward_time: 12.4849901199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5965385437
validation[          , genome  6280] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       803.03680, best error:       777.01996 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 167.4793090820s, input_fired_time: 1.6660530567, output_fired_time: 1.6738741398, propagate_forward_time: 62.4282684326, propagate_backward_time: 98.4173049927, weight_update_time: 0.1876554787, other_time: 3.2938156128
epoch time: 13.1720895767s, input_fired_time: 0.2088010460, output_fired_time: 0.0000000000, propagate_forward_time: 12.3858127594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774755478
validation[          , genome  6280] predictions:    9756/  10000 (97.56%), best:    9767/10000 (97.67%), error:       795.09894, best error:       777.01996 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 166.0785369873s, input_fired_time: 1.6641002893, output_fired_time: 1.6632725000, propagate_forward_time: 61.6655197144, propagate_backward_time: 97.7608413696, weight_update_time: 0.1837706864, other_time: 3.3248138428
epoch time: 13.3288173676s, input_fired_time: 0.2139275521, output_fired_time: 0.0000000000, propagate_forward_time: 12.5202722549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5946178436
validation[          , genome  6280] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       769.19434, best error:       769.19434 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 167.3444824219s, input_fired_time: 1.6736443043, output_fired_time: 1.6664690971, propagate_forward_time: 62.3927230835, propagate_backward_time: 98.3012924194, weight_update_time: 0.1875010878, other_time: 3.3103485107
epoch time: 13.5001544952s, input_fired_time: 0.2145783603, output_fired_time: 0.0000000000, propagate_forward_time: 12.6950731277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5905027390
validation[          , genome  6280] predictions:    9760/  10000 (97.60%), best:    9757/10000 (97.57%), error:       773.50513, best error:       769.19434 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 167.1320648193s, input_fired_time: 1.7669198513, output_fired_time: 1.6598305702, propagate_forward_time: 62.2537879944, propagate_backward_time: 98.1523742676, weight_update_time: 0.1857350022, other_time: 3.2991485596
epoch time: 12.7663125992s, input_fired_time: 0.2052098364, output_fired_time: 0.0000000000, propagate_forward_time: 11.9885787964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725240707
validation[          , genome  6280] predictions:    9703/  10000 (97.03%), best:    9757/10000 (97.57%), error:       925.92474, best error:       769.19434 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 167.7270660400s, input_fired_time: 1.6786977053, output_fired_time: 1.6714468002, propagate_forward_time: 62.5401687622, propagate_backward_time: 98.5244674683, weight_update_time: 0.1860259473, other_time: 3.3122863770
epoch time: 12.5829381943s, input_fired_time: 0.2100686133, output_fired_time: 0.0000000000, propagate_forward_time: 11.7471151352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6257543564
validation[          , genome  6280] predictions:    9755/  10000 (97.55%), best:    9757/10000 (97.57%), error:       813.10016, best error:       769.19434 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 165.9427337646s, input_fired_time: 1.6777136326, output_fired_time: 1.6598476171, propagate_forward_time: 61.6764945984, propagate_backward_time: 97.5936584473, weight_update_time: 0.1861580908, other_time: 3.3350067139
epoch time: 13.3306369781s, input_fired_time: 0.2130434215, output_fired_time: 0.0000000000, propagate_forward_time: 12.5254993439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920944214
validation[          , genome  6280] predictions:    9730/  10000 (97.30%), best:    9757/10000 (97.57%), error:       876.60834, best error:       769.19434 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 165.7866058350s, input_fired_time: 1.6695650816, output_fired_time: 1.6610304117, propagate_forward_time: 61.4506530762, propagate_backward_time: 97.6312866211, weight_update_time: 0.1861880273, other_time: 3.3740692139
epoch time: 13.4212150574s, input_fired_time: 0.2130974084, output_fired_time: 0.0000000000, propagate_forward_time: 12.6249237061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5831937790
validation[          , genome  6280] predictions:    9624/  10000 (96.24%), best:    9757/10000 (97.57%), error:      1141.33789, best error:       769.19434 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 167.3608856201s, input_fired_time: 1.6705677509, output_fired_time: 1.6679613590, propagate_forward_time: 62.4595260620, propagate_backward_time: 98.2600860596, weight_update_time: 0.1863423884, other_time: 3.3027420044
epoch time: 13.3693523407s, input_fired_time: 0.2141539603, output_fired_time: 0.0000000000, propagate_forward_time: 12.5601253510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950727463
validation[          , genome  6280] predictions:    9742/  10000 (97.42%), best:    9757/10000 (97.57%), error:       778.62903, best error:       769.19434 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 167.7183990479s, input_fired_time: 1.6944545507, output_fired_time: 1.6860091686, propagate_forward_time: 62.3327331543, propagate_backward_time: 98.5941619873, weight_update_time: 0.1910638660, other_time: 3.4110412598
epoch time: 11.5779905319s, input_fired_time: 0.2048090398, output_fired_time: 0.0000000000, propagate_forward_time: 10.7254161835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6477651596
validation[          , genome  6280] predictions:    9745/  10000 (97.45%), best:    9757/10000 (97.57%), error:       813.74255, best error:       769.19434 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 167.6966857910s, input_fired_time: 1.6788470745, output_fired_time: 1.6720927954, propagate_forward_time: 62.4970283508, propagate_backward_time: 98.5106582642, weight_update_time: 0.1876720786, other_time: 3.3380661011
epoch time: 11.8927288055s, input_fired_time: 0.1997649968, output_fired_time: 0.0000000000, propagate_forward_time: 11.1018581390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5911054611
validation[          , genome  6280] predictions:    9701/  10000 (97.01%), best:    9757/10000 (97.57%), error:       948.77991, best error:       769.19434 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 166.5753021240s, input_fired_time: 1.6810979843, output_fired_time: 1.6588132381, propagate_forward_time: 62.1106224060, propagate_backward_time: 97.8012695313, weight_update_time: 0.1849951148, other_time: 3.3235015869
epoch time: 12.6699047089s, input_fired_time: 0.2103270441, output_fired_time: 0.0000000000, propagate_forward_time: 11.8658199310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937576294
validation[          , genome  6280] predictions:    9753/  10000 (97.53%), best:    9757/10000 (97.57%), error:       804.85938, best error:       769.19434 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 168.5718078613s, input_fired_time: 1.6987969875, output_fired_time: 1.6811563969, propagate_forward_time: 62.9167175293, propagate_backward_time: 98.9248275757, weight_update_time: 0.1895332336, other_time: 3.3503189087
epoch time: 12.2469625473s, input_fired_time: 0.2071549445, output_fired_time: 0.0000000000, propagate_forward_time: 11.4220800400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177272797
validation[          , genome  6280] predictions:    9739/  10000 (97.39%), best:    9757/10000 (97.57%), error:       830.43085, best error:       769.19434 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 167.2640075684s, input_fired_time: 1.6917991638, output_fired_time: 1.6702454090, propagate_forward_time: 62.1464347839, propagate_backward_time: 98.3755264282, weight_update_time: 0.1885637939, other_time: 3.3799972534
epoch time: 13.2097244263s, input_fired_time: 0.2112541050, output_fired_time: 0.0000000000, propagate_forward_time: 12.4238681793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746021271
validation[          , genome  6280] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       719.30933, best error:       719.30933 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 167.8337554932s, input_fired_time: 1.6832525730, output_fired_time: 1.6715723276, propagate_forward_time: 62.6865997314, propagate_backward_time: 98.4940490723, weight_update_time: 0.1866795719, other_time: 3.2982788086
epoch time: 12.2966518402s, input_fired_time: 0.2098356634, output_fired_time: 0.0000000000, propagate_forward_time: 11.4641313553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6226844788
validation[          , genome  6280] predictions:    9742/  10000 (97.42%), best:    9775/10000 (97.75%), error:       795.83911, best error:       719.30933 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 168.3097686768s, input_fired_time: 1.6855297089, output_fired_time: 1.6800990105, propagate_forward_time: 62.7250137329, propagate_backward_time: 98.9006576538, weight_update_time: 0.1878216267, other_time: 3.3184661865
epoch time: 13.3152513504s, input_fired_time: 0.2107604146, output_fired_time: 0.0000000000, propagate_forward_time: 12.5160398483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884513855
validation[          , genome  6280] predictions:    9734/  10000 (97.34%), best:    9775/10000 (97.75%), error:       853.41504, best error:       719.30933 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 166.9712066650s, input_fired_time: 1.6903027296, output_fired_time: 1.6713863611, propagate_forward_time: 62.0562896729, propagate_backward_time: 98.1944274902, weight_update_time: 0.1863004565, other_time: 3.3587951660
epoch time: 13.6878585815s, input_fired_time: 0.2174778432, output_fired_time: 0.0000000000, propagate_forward_time: 12.8697090149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6006717682
validation[          , genome  6280] predictions:    9763/  10000 (97.63%), best:    9775/10000 (97.75%), error:       759.97809, best error:       719.30933 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 167.7377319336s, input_fired_time: 1.6894109249, output_fired_time: 1.6779527664, propagate_forward_time: 62.6132774353, propagate_backward_time: 98.4573822021, weight_update_time: 0.1862821579, other_time: 3.2997131348
epoch time: 13.5205755234s, input_fired_time: 0.2172407508, output_fired_time: 0.0000000000, propagate_forward_time: 12.7088756561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5944595337
validation[          , genome  6280] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       810.87292, best error:       719.30933 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 168.3641510010s, input_fired_time: 1.6905027628, output_fired_time: 1.6825246811, propagate_forward_time: 62.7358627319, propagate_backward_time: 98.8915939331, weight_update_time: 0.1897211969, other_time: 3.3636627197
epoch time: 13.2195177078s, input_fired_time: 0.2115508914, output_fired_time: 0.0000000000, propagate_forward_time: 12.4234180450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845489502
validation[          , genome  6280] predictions:    9714/  10000 (97.14%), best:    9775/10000 (97.75%), error:       891.97217, best error:       719.30933 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 167.5550231934s, input_fired_time: 1.6907274723, output_fired_time: 1.6727982759, propagate_forward_time: 62.3283729553, propagate_backward_time: 98.5204467773, weight_update_time: 0.1870480627, other_time: 3.3426666260
epoch time: 13.3464651108s, input_fired_time: 0.2132353485, output_fired_time: 0.0000000000, propagate_forward_time: 12.5418119431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5914182663
validation[          , genome  6280] predictions:    9731/  10000 (97.31%), best:    9775/10000 (97.75%), error:       847.27814, best error:       719.30933 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 167.2217102051s, input_fired_time: 1.6805133820, output_fired_time: 1.6732310057, propagate_forward_time: 62.2346229553, propagate_backward_time: 98.2994155884, weight_update_time: 0.1863148361, other_time: 3.3339309692
epoch time: 13.6284027100s, input_fired_time: 0.2232100219, output_fired_time: 0.0000000000, propagate_forward_time: 12.7979755402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6072168350
validation[          , genome  6280] predictions:    9760/  10000 (97.60%), best:    9775/10000 (97.75%), error:       768.13611, best error:       719.30933 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 168.0925750732s, input_fired_time: 1.6857187748, output_fired_time: 1.6781026125, propagate_forward_time: 62.7313270569, propagate_backward_time: 98.7301406860, weight_update_time: 0.1868137568, other_time: 3.2672958374
epoch time: 13.2819366455s, input_fired_time: 0.2122645825, output_fired_time: 0.0000000000, propagate_forward_time: 12.4825935364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5870780945
validation[          , genome  6280] predictions:    9733/  10000 (97.33%), best:    9775/10000 (97.75%), error:       852.63318, best error:       719.30933 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 167.2749786377s, input_fired_time: 1.6939138174, output_fired_time: 1.6622748375, propagate_forward_time: 62.3735389709, propagate_backward_time: 98.3066635132, weight_update_time: 0.1838264614, other_time: 3.2385940552
epoch time: 13.1413145065s, input_fired_time: 0.2114334553, output_fired_time: 0.0000000000, propagate_forward_time: 12.3325662613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973148346
validation[          , genome  6280] predictions:    9715/  10000 (97.15%), best:    9775/10000 (97.75%), error:       932.31738, best error:       719.30933 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 165.9593200684s, input_fired_time: 1.6722980738, output_fired_time: 1.6529265642, propagate_forward_time: 61.7117042542, propagate_backward_time: 97.5862655640, weight_update_time: 0.1859826744, other_time: 3.3361282349
epoch time: 13.6100797653s, input_fired_time: 0.2257688195, output_fired_time: 0.0000000000, propagate_forward_time: 12.7661523819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6181583405
validation[          , genome  6280] predictions:    9737/  10000 (97.37%), best:    9775/10000 (97.75%), error:       841.04614, best error:       719.30933 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 166.8713836670s, input_fired_time: 1.6884555817, output_fired_time: 1.6635700464, propagate_forward_time: 61.9439506531, propagate_backward_time: 98.2181015015, weight_update_time: 0.1871667206, other_time: 3.3572921753
epoch time: 13.2433948517s, input_fired_time: 0.2135754377, output_fired_time: 0.0000000000, propagate_forward_time: 12.4542484283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5755710602
validation[          , genome  6280] predictions:    9771/  10000 (97.71%), best:    9775/10000 (97.75%), error:       759.61188, best error:       719.30933 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 166.0909271240s, input_fired_time: 1.6768282652, output_fired_time: 1.6634734869, propagate_forward_time: 61.7589454651, propagate_backward_time: 97.6747970581, weight_update_time: 0.1847597361, other_time: 3.3168869019
epoch time: 13.3545465469s, input_fired_time: 0.2153201699, output_fired_time: 0.0000000000, propagate_forward_time: 12.5505018234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5887241364
validation[          , genome  6280] predictions:    9746/  10000 (97.46%), best:    9775/10000 (97.75%), error:       790.68707, best error:       719.30933 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 164.7578277588s, input_fired_time: 1.6695183516, output_fired_time: 1.6564407349, propagate_forward_time: 60.9696426392, propagate_backward_time: 97.0915069580, weight_update_time: 0.1838486791, other_time: 3.3707046509
epoch time: 13.4464998245s, input_fired_time: 0.2172715962, output_fired_time: 0.0000000000, propagate_forward_time: 12.6360445023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931835175
validation[          , genome  6280] predictions:    9757/  10000 (97.57%), best:    9775/10000 (97.75%), error:       794.94635, best error:       719.30933 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 167.4333190918s, input_fired_time: 1.6984323263, output_fired_time: 1.6755191088, propagate_forward_time: 62.3673629761, propagate_backward_time: 98.3365249634, weight_update_time: 0.1867227852, other_time: 3.3554840088
epoch time: 13.4883670807s, input_fired_time: 0.2179174870, output_fired_time: 0.0000000000, propagate_forward_time: 12.6711578369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5992918015
validation[          , genome  6280] predictions:    9754/  10000 (97.54%), best:    9775/10000 (97.75%), error:       827.13324, best error:       719.30933 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 166.3091125488s, input_fired_time: 1.6840425730, output_fired_time: 1.6710677147, propagate_forward_time: 61.7349777222, propagate_backward_time: 97.8742141724, weight_update_time: 0.1856992841, other_time: 3.3448181152
epoch time: 13.0723295212s, input_fired_time: 0.2131658196, output_fired_time: 0.0000000000, propagate_forward_time: 12.2742061615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5849571228
validation[          , genome  6280] predictions:    9763/  10000 (97.63%), best:    9775/10000 (97.75%), error:       781.71906, best error:       719.30933 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 165.6676940918s, input_fired_time: 1.6831721067, output_fired_time: 1.6615394354, propagate_forward_time: 61.3382682800, propagate_backward_time: 97.6429214478, weight_update_time: 0.1845851988, other_time: 3.3417892456
epoch time: 13.0741424561s, input_fired_time: 0.2197005153, output_fired_time: 0.0000000000, propagate_forward_time: 12.2169218063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375198364
validation[          , genome  6280] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       780.94238, best error:       719.30933 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 167.5914459229s, input_fired_time: 1.6861112118, output_fired_time: 1.6649357080, propagate_forward_time: 62.4945068359, propagate_backward_time: 98.4198379517, weight_update_time: 0.1856702268, other_time: 3.3260574341
epoch time: 13.4460096359s, input_fired_time: 0.2163191289, output_fired_time: 0.0000000000, propagate_forward_time: 12.6381196976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5915708542
validation[          , genome  6280] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       869.65460, best error:       719.30933 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 167.5129699707s, input_fired_time: 1.6953735352, output_fired_time: 1.6698007584, propagate_forward_time: 62.3076820374, propagate_backward_time: 98.4698715210, weight_update_time: 0.1890999526, other_time: 3.3702468872
epoch time: 13.3566179276s, input_fired_time: 0.2167471349, output_fired_time: 0.0000000000, propagate_forward_time: 12.5514268875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884437561
validation[          , genome  6280] predictions:    9764/  10000 (97.64%), best:    9775/10000 (97.75%), error:       787.22729, best error:       719.30933 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 167.1486816406s, input_fired_time: 1.6961258650, output_fired_time: 1.6597827673, propagate_forward_time: 62.2904396057, propagate_backward_time: 98.1798477173, weight_update_time: 0.1886005402, other_time: 3.3224868774
epoch time: 13.3617134094s, input_fired_time: 0.2162807435, output_fired_time: 0.0000000000, propagate_forward_time: 12.5480079651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974245071
validation[          , genome  6280] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       794.50476, best error:       719.30933 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 166.7284851074s, input_fired_time: 1.6906839609, output_fired_time: 1.6686811447, propagate_forward_time: 62.0815238953, propagate_backward_time: 97.9493255615, weight_update_time: 0.1875711977, other_time: 3.3382568359
epoch time: 13.7412528992s, input_fired_time: 0.2191001326, output_fired_time: 0.0000000000, propagate_forward_time: 12.9175682068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045846939
validation[          , genome  6280] predictions:    9707/  10000 (97.07%), best:    9775/10000 (97.75%), error:       898.74774, best error:       719.30933 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 164.0191345215s, input_fired_time: 1.6795963049, output_fired_time: 1.6561518908, propagate_forward_time: 60.3495559692, propagate_backward_time: 96.9190826416, weight_update_time: 0.1852444261, other_time: 3.4147415161
epoch time: 13.2847108841s, input_fired_time: 0.2132237703, output_fired_time: 0.0000000000, propagate_forward_time: 12.4923114777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5791759491
validation[          , genome  6280] predictions:    9748/  10000 (97.48%), best:    9775/10000 (97.75%), error:       794.44598, best error:       719.30933 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 167.2219085693s, input_fired_time: 1.6935945749, output_fired_time: 1.6649858952, propagate_forward_time: 62.2237625122, propagate_backward_time: 98.3093032837, weight_update_time: 0.1859554350, other_time: 3.3302612305
epoch time: 13.3104181290s, input_fired_time: 0.2131148875, output_fired_time: 0.0000000000, propagate_forward_time: 12.5158815384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814218521
validation[          , genome  6280] predictions:    9756/  10000 (97.56%), best:    9775/10000 (97.75%), error:       797.76190, best error:       719.30933 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 166.2437133789s, input_fired_time: 1.6860015392, output_fired_time: 1.6696078777, propagate_forward_time: 61.7071228027, propagate_backward_time: 97.8271026611, weight_update_time: 0.1872672439, other_time: 3.3538818359
epoch time: 13.4574460983s, input_fired_time: 0.2214827240, output_fired_time: 0.0000000000, propagate_forward_time: 12.6395177841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964460373
validation[          , genome  6280] predictions:    9712/  10000 (97.12%), best:    9775/10000 (97.75%), error:       890.61932, best error:       719.30933 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 167.9518127441s, input_fired_time: 1.6878099442, output_fired_time: 1.6693480015, propagate_forward_time: 62.6874237061, propagate_backward_time: 98.6216125488, weight_update_time: 0.1845563799, other_time: 3.2856292725
epoch time: 12.8988904953s, input_fired_time: 0.2139267027, output_fired_time: 0.0000000000, propagate_forward_time: 12.0959215164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5890426636
validation[          , genome  6280] predictions:    9768/  10000 (97.68%), best:    9775/10000 (97.75%), error:       759.05200, best error:       719.30933 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 165.7515258789s, input_fired_time: 1.6899300814, output_fired_time: 1.6594312191, propagate_forward_time: 61.4598541260, propagate_backward_time: 97.5894622803, weight_update_time: 0.1846209317, other_time: 3.3528594971
epoch time: 13.2734203339s, input_fired_time: 0.2232819051, output_fired_time: 0.0000000000, propagate_forward_time: 12.4498748779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002635956
validation[          , genome  6280] predictions:    9717/  10000 (97.17%), best:    9775/10000 (97.75%), error:       871.30316, best error:       719.30933 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 165.9180755615s, input_fired_time: 1.6939400434, output_fired_time: 1.6612378359, propagate_forward_time: 61.4379463196, propagate_backward_time: 97.7318496704, weight_update_time: 0.1864856780, other_time: 3.3931045532
epoch time: 13.2069549561s, input_fired_time: 0.2137392312, output_fired_time: 0.0000000000, propagate_forward_time: 12.4084415436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5847740173
validation[          , genome  6280] predictions:    9698/  10000 (96.98%), best:    9775/10000 (97.75%), error:       976.42810, best error:       719.30933 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 164.7198944092s, input_fired_time: 1.6786742210, output_fired_time: 1.6598566771, propagate_forward_time: 60.9417762756, propagate_backward_time: 97.0612182617, weight_update_time: 0.1863490045, other_time: 3.3783721924
epoch time: 13.1586246490s, input_fired_time: 0.2144181281, output_fired_time: 0.0000000000, propagate_forward_time: 12.3435821533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6006240845
validation[          , genome  6280] predictions:    9739/  10000 (97.39%), best:    9775/10000 (97.75%), error:       807.33081, best error:       719.30933 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 165.8027954102s, input_fired_time: 1.7124794722, output_fired_time: 1.6752768755, propagate_forward_time: 61.3211517334, propagate_backward_time: 97.6744918823, weight_update_time: 0.1876417100, other_time: 3.4193954468
epoch time: 13.3681726456s, input_fired_time: 0.2181735933, output_fired_time: 0.0000000000, propagate_forward_time: 12.5522861481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5977125168
validation[          , genome  6280] predictions:    9741/  10000 (97.41%), best:    9775/10000 (97.75%), error:       884.60150, best error:       719.30933 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 168.4377441406s, input_fired_time: 1.7077612877, output_fired_time: 1.6821963787, propagate_forward_time: 62.6481781006, propagate_backward_time: 99.0453872681, weight_update_time: 0.1874563843, other_time: 3.3542251587
epoch time: 13.9255228043s, input_fired_time: 0.2276643962, output_fired_time: 0.0000000000, propagate_forward_time: 13.0859422684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6119165421
validation[          , genome  6280] predictions:    9773/  10000 (97.73%), best:    9775/10000 (97.75%), error:       755.67596, best error:       719.30933 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 166.8418426514s, input_fired_time: 1.6968927383, output_fired_time: 1.6737035513, propagate_forward_time: 62.1444892883, propagate_backward_time: 97.9886779785, weight_update_time: 0.1863214374, other_time: 3.3380737305
epoch time: 13.4029588699s, input_fired_time: 0.2214488089, output_fired_time: 0.0000000000, propagate_forward_time: 12.5955877304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859222412
validation[          , genome  6280] predictions:    9765/  10000 (97.65%), best:    9775/10000 (97.75%), error:       751.10876, best error:       719.30933 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 165.0053100586s, input_fired_time: 1.6913379431, output_fired_time: 1.6596711874, propagate_forward_time: 61.0397491455, propagate_backward_time: 97.2241821289, weight_update_time: 0.1879149526, other_time: 3.3903656006
epoch time: 13.2171411514s, input_fired_time: 0.2184386551, output_fired_time: 0.0000000000, propagate_forward_time: 12.4034681320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5952339172
validation[          , genome  6280] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       778.73767, best error:       719.30933 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 167.7515563965s, input_fired_time: 1.7051616907, output_fired_time: 1.6725171804, propagate_forward_time: 62.6260833740, propagate_backward_time: 98.4112014771, weight_update_time: 0.1851534545, other_time: 3.3366012573
epoch time: 13.4289073944s, input_fired_time: 0.2159834653, output_fired_time: 0.0000000000, propagate_forward_time: 12.6170482635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958757401
validation[          , genome  6280] predictions:    9756/  10000 (97.56%), best:    9775/10000 (97.75%), error:       819.17297, best error:       719.30933 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 168.1629180908s, input_fired_time: 1.7001297474, output_fired_time: 1.6787225008, propagate_forward_time: 62.8098716736, propagate_backward_time: 98.6741104126, weight_update_time: 0.1875100732, other_time: 3.3000717163
epoch time: 13.0601072311s, input_fired_time: 0.2150157243, output_fired_time: 0.0000000000, propagate_forward_time: 12.2546091080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904827118
validation[          , genome  6280] predictions:    9722/  10000 (97.22%), best:    9775/10000 (97.75%), error:       898.27673, best error:       719.30933 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 164.5349426270s, input_fired_time: 1.6987028122, output_fired_time: 1.6425772905, propagate_forward_time: 60.8470115662, propagate_backward_time: 96.9934310913, weight_update_time: 0.1844548881, other_time: 3.3532180786
epoch time: 13.6378927231s, input_fired_time: 0.2215920538, output_fired_time: 0.0000000000, propagate_forward_time: 12.8127059937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035947800
validation[          , genome  6280] predictions:    9749/  10000 (97.49%), best:    9775/10000 (97.75%), error:       802.96503, best error:       719.30933 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 166.8535003662s, input_fired_time: 1.6978658438, output_fired_time: 1.6705657244, propagate_forward_time: 61.9697914124, propagate_backward_time: 98.1798171997, weight_update_time: 0.1858015507, other_time: 3.3354721069
epoch time: 13.2648391724s, input_fired_time: 0.2170872092, output_fired_time: 0.0000000000, propagate_forward_time: 12.4548063278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5929460526
validation[          , genome  6280] predictions:    9733/  10000 (97.33%), best:    9775/10000 (97.75%), error:       874.07825, best error:       719.30933 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 165.6531066895s, input_fired_time: 1.7011088133, output_fired_time: 1.6656801701, propagate_forward_time: 61.3789176941, propagate_backward_time: 97.5502548218, weight_update_time: 0.1863062829, other_time: 3.3571395874
epoch time: 13.3132257462s, input_fired_time: 0.2198040336, output_fired_time: 0.0000000000, propagate_forward_time: 12.5023384094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910835266
validation[          , genome  6280] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       776.04700, best error:       719.30933 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 166.9470520020s, input_fired_time: 1.6982424259, output_fired_time: 1.6584411860, propagate_forward_time: 62.3204345703, propagate_backward_time: 97.9663085938, weight_update_time: 0.1855994016, other_time: 3.3036193848
epoch time: 13.4924898148s, input_fired_time: 0.2159026414, output_fired_time: 0.0000000000, propagate_forward_time: 12.6827878952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937995911
validation[          , genome  6280] predictions:    9752/  10000 (97.52%), best:    9775/10000 (97.75%), error:       791.51910, best error:       719.30933 on epoch:    63, 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: 67.1272125244s, input_fired_time: 1.0710070133, output_fired_time: 0.0000000000, propagate_forward_time: 63.0482673645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0079383850
best training[          , genome  6280] predictions:   49523/  50000 (99.05%), best:    9775/10000 (97.75%), error:      1763.69434, best error:       719.30933 on epoch:    63, 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: 13.3103904724s, input_fired_time: 0.2109501213, output_fired_time: 0.0000000000, propagate_forward_time: 12.5217485428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5776920319
   testing[          , genome  6280] predictions:    9779/  10000 (97.79%), best:    9775/10000 (97.75%), error:       685.76624, best error:       719.30933 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:28:17 (3752): called boinc_finish(0)

</stderr_txt>
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