Nameexact_genome_1512568488_43_6556_1
Workunit2604062
Created7 Dec 2017, 20:30:21 UTC
Sent7 Dec 2017, 20:41:04 UTC
Report deadline18 Dec 2017, 9:34:10 UTC
Received9 Dec 2017, 5:44:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time5 hours 18 min 39 sec
CPU time5 hours 18 min 8 sec
Validate stateValid
Credit2,634.22
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.27 MB
Peak swap size159.11 MB
Peak disk usage2.16 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
 9728/10000 (97.28%), error:      1228.60559, best error:       821.35004 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 173.7844848633s, input_fired_time: 2.0281763077, output_fired_time: 1.8767970800, propagate_forward_time: 66.6983871460, propagate_backward_time: 99.6367645264, weight_update_time: 0.1942002028, other_time: 3.5443496704
epoch time: 14.2302970886s, input_fired_time: 0.2515590191, output_fired_time: 0.0000000000, propagate_forward_time: 13.3526420593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6260957718
validation[          , genome  6556] predictions:    9740/  10000 (97.40%), best:    9728/10000 (97.28%), error:       861.57495, best error:       821.35004 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 173.8510284424s, input_fired_time: 2.0298335552, output_fired_time: 1.8738654852, propagate_forward_time: 66.7431106567, propagate_backward_time: 99.6359329224, weight_update_time: 0.1957192868, other_time: 3.5682830811
epoch time: 14.2940645218s, input_fired_time: 0.2582083046, output_fired_time: 0.0000000000, propagate_forward_time: 13.3836612701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6521949768
validation[          , genome  6556] predictions:    9746/  10000 (97.46%), best:    9728/10000 (97.28%), error:       859.83704, best error:       821.35004 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 174.1363220215s, input_fired_time: 2.0288560390, output_fired_time: 1.8808584213, propagate_forward_time: 66.7388305664, propagate_backward_time: 99.9428863525, weight_update_time: 0.1937915534, other_time: 3.5448913574
epoch time: 14.2785568237s, input_fired_time: 0.2563696504, output_fired_time: 0.0000000000, propagate_forward_time: 13.3873825073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348047256
validation[          , genome  6556] predictions:    9674/  10000 (96.74%), best:    9728/10000 (97.28%), error:      1014.48743, best error:       821.35004 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 174.3845214844s, input_fired_time: 2.0330288410, output_fired_time: 1.8776924610, propagate_forward_time: 66.9177780151, propagate_backward_time: 99.9961929321, weight_update_time: 0.1955559105, other_time: 3.5598297119
epoch time: 14.1742544174s, input_fired_time: 0.2507130802, output_fired_time: 0.0000000000, propagate_forward_time: 13.2949819565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285591125
validation[          , genome  6556] predictions:    9740/  10000 (97.40%), best:    9728/10000 (97.28%), error:       865.68359, best error:       821.35004 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 173.5242614746s, input_fired_time: 2.0242226124, output_fired_time: 1.8710968494, propagate_forward_time: 66.5009841919, propagate_backward_time: 99.6131286621, weight_update_time: 0.1931142062, other_time: 3.5148391724
epoch time: 14.3416481018s, input_fired_time: 0.2539807558, output_fired_time: 0.0000000000, propagate_forward_time: 13.4542856216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6333818436
validation[          , genome  6556] predictions:    9759/  10000 (97.59%), best:    9728/10000 (97.28%), error:       850.56171, best error:       821.35004 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 174.8591918945s, input_fired_time: 2.0270454884, output_fired_time: 1.8880977631, propagate_forward_time: 67.1239013672, propagate_backward_time: 100.3352813721, weight_update_time: 0.1926876605, other_time: 3.4848785400
epoch time: 14.2409257889s, input_fired_time: 0.2510038614, output_fired_time: 0.0000000000, propagate_forward_time: 13.3631887436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6267328262
validation[          , genome  6556] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       783.65796, best error:       783.65796 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 173.2539672852s, input_fired_time: 2.0279462337, output_fired_time: 1.8701733351, propagate_forward_time: 66.4742965698, propagate_backward_time: 99.3395385742, weight_update_time: 0.1938499957, other_time: 3.5420150757
epoch time: 14.2873287201s, input_fired_time: 0.2535767555, output_fired_time: 0.0000000000, propagate_forward_time: 13.4043722153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293802261
validation[          , genome  6556] predictions:    9713/  10000 (97.13%), best:    9769/10000 (97.69%), error:       934.55627, best error:       783.65796 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 173.9913635254s, input_fired_time: 2.0252809525, output_fired_time: 1.8763339520, propagate_forward_time: 66.7855987549, propagate_backward_time: 99.7886352539, weight_update_time: 0.1932253987, other_time: 3.5155181885
epoch time: 14.2997360229s, input_fired_time: 0.2509618998, output_fired_time: 0.0000000000, propagate_forward_time: 13.4322004318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165733337
validation[          , genome  6556] predictions:    9743/  10000 (97.43%), best:    9769/10000 (97.69%), error:       891.20892, best error:       783.65796 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 174.1171417236s, input_fired_time: 2.0259149075, output_fired_time: 1.8807337284, propagate_forward_time: 66.9091491699, propagate_backward_time: 99.8052139282, weight_update_time: 0.1924583763, other_time: 3.4961318970
epoch time: 14.1081895828s, input_fired_time: 0.2527759373, output_fired_time: 0.0000000000, propagate_forward_time: 13.2265357971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6288776398
validation[          , genome  6556] predictions:    9700/  10000 (97.00%), best:    9769/10000 (97.69%), error:       982.88910, best error:       783.65796 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 173.9520416260s, input_fired_time: 2.0237622261, output_fired_time: 1.8768438101, propagate_forward_time: 66.8209533691, propagate_backward_time: 99.7425994873, weight_update_time: 0.1928725392, other_time: 3.4878845215
epoch time: 14.2248392105s, input_fired_time: 0.2501371503, output_fired_time: 0.0000000000, propagate_forward_time: 13.3523454666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6223564148
validation[          , genome  6556] predictions:    9761/  10000 (97.61%), best:    9769/10000 (97.69%), error:       830.37793, best error:       783.65796 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 174.0676269531s, input_fired_time: 2.0285718441, output_fired_time: 1.8743137121, propagate_forward_time: 66.7858505249, propagate_backward_time: 99.8764419556, weight_update_time: 0.1925386935, other_time: 3.5024566650
epoch time: 14.0347108841s, input_fired_time: 0.2521753609, output_fired_time: 0.0000000000, propagate_forward_time: 13.1632833481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6192522049
validation[          , genome  6556] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       759.40710, best error:       759.40710 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 173.5432434082s, input_fired_time: 2.0205309391, output_fired_time: 1.8745343685, propagate_forward_time: 66.4854736328, propagate_backward_time: 99.6708602905, weight_update_time: 0.1928003281, other_time: 3.4918441772
epoch time: 14.3127117157s, input_fired_time: 0.2556487620, output_fired_time: 0.0000000000, propagate_forward_time: 13.4263648987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306982040
validation[          , genome  6556] predictions:    9725/  10000 (97.25%), best:    9771/10000 (97.71%), error:       841.49377, best error:       759.40710 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 173.8043823242s, input_fired_time: 2.0249450207, output_fired_time: 1.8769693375, propagate_forward_time: 66.8204269409, propagate_backward_time: 99.6045837402, weight_update_time: 0.1923318207, other_time: 3.4774551392
epoch time: 13.9670505524s, input_fired_time: 0.2489205599, output_fired_time: 0.0000000000, propagate_forward_time: 13.0963582993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217718124
validation[          , genome  6556] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       732.36169, best error:       732.36169 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 174.1766357422s, input_fired_time: 2.0319635868, output_fired_time: 1.8779290915, propagate_forward_time: 66.9827804565, propagate_backward_time: 99.7767639160, weight_update_time: 0.1939058304, other_time: 3.5071945190
epoch time: 14.3449563980s, input_fired_time: 0.2535849214, output_fired_time: 0.0000000000, propagate_forward_time: 13.4684181213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229534149
validation[          , genome  6556] predictions:    9637/  10000 (96.37%), best:    9783/10000 (97.83%), error:      1163.69226, best error:       732.36169 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 174.5365905762s, input_fired_time: 2.0324988365, output_fired_time: 1.8827937841, propagate_forward_time: 66.9638290405, propagate_backward_time: 100.1541366577, weight_update_time: 0.1931245029, other_time: 3.5033264160
epoch time: 14.3208446503s, input_fired_time: 0.2559703290, output_fired_time: 0.0000000000, propagate_forward_time: 13.4369783401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6278963089
validation[          , genome  6556] predictions:    9765/  10000 (97.65%), best:    9783/10000 (97.83%), error:       812.47180, best error:       732.36169 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 173.8406219482s, input_fired_time: 2.0301837921, output_fired_time: 1.8692796230, propagate_forward_time: 66.7739105225, propagate_backward_time: 99.6494750977, weight_update_time: 0.1931597441, other_time: 3.5177764893
epoch time: 14.2203617096s, input_fired_time: 0.2547963262, output_fired_time: 0.0000000000, propagate_forward_time: 13.3427019119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228637695
validation[          , genome  6556] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       719.59015, best error:       719.59015 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 174.7442321777s, input_fired_time: 2.0378947258, output_fired_time: 1.8849822283, propagate_forward_time: 67.0474014282, propagate_backward_time: 100.2589721680, weight_update_time: 0.1932611614, other_time: 3.5149917603
epoch time: 14.3111085892s, input_fired_time: 0.2560241222, output_fired_time: 0.0000000000, propagate_forward_time: 13.4297704697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253137589
validation[          , genome  6556] predictions:    9749/  10000 (97.49%), best:    9778/10000 (97.78%), error:       795.86731, best error:       719.59015 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 173.6003875732s, input_fired_time: 2.0275716782, output_fired_time: 1.8774409294, propagate_forward_time: 66.6072006226, propagate_backward_time: 99.5806884766, weight_update_time: 0.1925213039, other_time: 3.5074844360
epoch time: 14.1529207230s, input_fired_time: 0.2536837757, output_fired_time: 0.0000000000, propagate_forward_time: 13.2796888351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195478439
validation[          , genome  6556] predictions:    9776/  10000 (97.76%), best:    9778/10000 (97.78%), error:       805.58258, best error:       719.59015 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 173.9522094727s, input_fired_time: 2.0317366123, output_fired_time: 1.8750600815, propagate_forward_time: 66.7783889771, propagate_backward_time: 99.7575607300, weight_update_time: 0.1925821602, other_time: 3.5094604492
epoch time: 14.2600250244s, input_fired_time: 0.2538138032, output_fired_time: 0.0000000000, propagate_forward_time: 13.3852224350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6209888458
validation[          , genome  6556] predictions:    9773/  10000 (97.73%), best:    9778/10000 (97.78%), error:       769.63409, best error:       719.59015 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 173.4765167236s, input_fired_time: 2.0261487961, output_fired_time: 1.8661098480, propagate_forward_time: 66.6815795898, propagate_backward_time: 99.4201736450, weight_update_time: 0.1913698465, other_time: 3.4825057983
epoch time: 14.2246551514s, input_fired_time: 0.2545546889, output_fired_time: 0.0000000000, propagate_forward_time: 13.3470335007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230669022
validation[          , genome  6556] predictions:    9733/  10000 (97.33%), best:    9778/10000 (97.78%), error:       877.80719, best error:       719.59015 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 173.7942199707s, input_fired_time: 2.0348505974, output_fired_time: 1.8772255182, propagate_forward_time: 66.5822296143, propagate_backward_time: 99.7887039185, weight_update_time: 0.1929790527, other_time: 3.5112075806
epoch time: 14.3316774368s, input_fired_time: 0.2540089190, output_fired_time: 0.0000000000, propagate_forward_time: 13.4502592087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6274089813
validation[          , genome  6556] predictions:    9785/  10000 (97.85%), best:    9778/10000 (97.78%), error:       735.97369, best error:       719.59015 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 173.3478546143s, input_fired_time: 2.0294334888, output_fired_time: 1.8663954735, propagate_forward_time: 66.5015106201, propagate_backward_time: 99.4362640381, weight_update_time: 0.1927281469, other_time: 3.5142517090
epoch time: 14.2696866989s, input_fired_time: 0.2551014721, output_fired_time: 0.0000000000, propagate_forward_time: 13.3919916153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225938797
validation[          , genome  6556] predictions:    9768/  10000 (97.68%), best:    9778/10000 (97.78%), error:       760.27435, best error:       719.59015 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 174.0005035400s, input_fired_time: 2.0329747200, output_fired_time: 1.8747532368, propagate_forward_time: 66.7067031860, propagate_backward_time: 99.8711395264, weight_update_time: 0.1930891126, other_time: 3.5149307251
epoch time: 14.3171815872s, input_fired_time: 0.2538793385, output_fired_time: 0.0000000000, propagate_forward_time: 13.4370975494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6262044907
validation[          , genome  6556] predictions:    9763/  10000 (97.63%), best:    9778/10000 (97.78%), error:       726.80640, best error:       719.59015 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 174.1236267090s, input_fired_time: 2.0355207920, output_fired_time: 1.8791488409, propagate_forward_time: 66.8701248169, propagate_backward_time: 99.8181610107, weight_update_time: 0.1929231882, other_time: 3.5206680298
epoch time: 14.0191049576s, input_fired_time: 0.2499174923, output_fired_time: 0.0000000000, propagate_forward_time: 13.1474609375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217269897
validation[          , genome  6556] predictions:    9774/  10000 (97.74%), best:    9778/10000 (97.78%), error:       769.48022, best error:       719.59015 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 173.6812133789s, input_fired_time: 2.0333688259, output_fired_time: 1.8713623285, propagate_forward_time: 66.5541915894, propagate_backward_time: 99.6799087524, weight_update_time: 0.1939723492, other_time: 3.5423736572
epoch time: 14.1766242981s, input_fired_time: 0.2506020069, output_fired_time: 0.0000000000, propagate_forward_time: 13.3167610168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6092615128
validation[          , genome  6556] predictions:    9741/  10000 (97.41%), best:    9778/10000 (97.78%), error:       863.51678, best error:       719.59015 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 172.4467315674s, input_fired_time: 2.0256555080, output_fired_time: 1.8636949062, propagate_forward_time: 66.1416854858, propagate_backward_time: 98.9047698975, weight_update_time: 0.1925832927, other_time: 3.5109329224
epoch time: 13.8910684586s, input_fired_time: 0.2514806092, output_fired_time: 0.0000000000, propagate_forward_time: 13.0132465363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6263408661
validation[          , genome  6556] predictions:    9769/  10000 (97.69%), best:    9778/10000 (97.78%), error:       770.47998, best error:       719.59015 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 173.3278350830s, input_fired_time: 2.0362253189, output_fired_time: 1.8729339838, propagate_forward_time: 66.4605941772, propagate_backward_time: 99.4164428711, weight_update_time: 0.1937977523, other_time: 3.5416336060
epoch time: 14.2979602814s, input_fired_time: 0.2539269328, output_fired_time: 0.0000000000, propagate_forward_time: 13.4335145950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6105184555
validation[          , genome  6556] predictions:    9735/  10000 (97.35%), best:    9778/10000 (97.78%), error:       838.77087, best error:       719.59015 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 174.0197448730s, input_fired_time: 2.0362148285, output_fired_time: 1.8762547970, propagate_forward_time: 66.6692199707, propagate_backward_time: 99.9269790649, weight_update_time: 0.1938402504, other_time: 3.5110855103
epoch time: 14.2236757278s, input_fired_time: 0.2532833815, output_fired_time: 0.0000000000, propagate_forward_time: 13.3576993942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126928329
validation[          , genome  6556] predictions:    9753/  10000 (97.53%), best:    9778/10000 (97.78%), error:       789.46661, best error:       719.59015 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 173.7785644531s, input_fired_time: 2.0318858624, output_fired_time: 1.8791811466, propagate_forward_time: 66.5902252197, propagate_backward_time: 99.7630233765, weight_update_time: 0.1934244782, other_time: 3.5142440796
epoch time: 14.2536725998s, input_fired_time: 0.2532705665, output_fired_time: 0.0000000000, propagate_forward_time: 13.3764190674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6239833832
validation[          , genome  6556] predictions:    9762/  10000 (97.62%), best:    9778/10000 (97.78%), error:       813.83417, best error:       719.59015 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 174.7524871826s, input_fired_time: 2.0390436649, output_fired_time: 1.8886507750, propagate_forward_time: 67.0679473877, propagate_backward_time: 100.2848968506, weight_update_time: 0.1923733354, other_time: 3.4719390869
epoch time: 14.3040657043s, input_fired_time: 0.2525839210, output_fired_time: 0.0000000000, propagate_forward_time: 13.4364480972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6150341034
validation[          , genome  6556] predictions:    9779/  10000 (97.79%), best:    9778/10000 (97.78%), error:       739.58752, best error:       719.59015 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 174.8079681396s, input_fired_time: 2.0415589809, output_fired_time: 1.8807955980, propagate_forward_time: 67.1217880249, propagate_backward_time: 100.2410888672, weight_update_time: 0.1934342086, other_time: 3.5227279663
epoch time: 13.9211683273s, input_fired_time: 0.2496926785, output_fired_time: 0.0000000000, propagate_forward_time: 13.0476560593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6238193512
validation[          , genome  6556] predictions:    9785/  10000 (97.85%), best:    9778/10000 (97.78%), error:       746.42999, best error:       719.59015 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 174.4253082275s, input_fired_time: 2.0425724983, output_fired_time: 1.8779673576, propagate_forward_time: 66.9303283691, propagate_backward_time: 100.0625534058, weight_update_time: 0.1933077425, other_time: 3.5118942261
epoch time: 14.0136852264s, input_fired_time: 0.2514929175, output_fired_time: 0.0000000000, propagate_forward_time: 13.1391248703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230678558
validation[          , genome  6556] predictions:    9742/  10000 (97.42%), best:    9778/10000 (97.78%), error:       851.94647, best error:       719.59015 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 173.3493804932s, input_fired_time: 2.0380704403, output_fired_time: 1.8670171499, propagate_forward_time: 66.5093536377, propagate_backward_time: 99.4097976685, weight_update_time: 0.1927056462, other_time: 3.5251388550
epoch time: 14.1588344574s, input_fired_time: 0.2534687221, output_fired_time: 0.0000000000, propagate_forward_time: 13.2884902954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168756485
validation[          , genome  6556] predictions:    9793/  10000 (97.93%), best:    9778/10000 (97.78%), error:       720.98206, best error:       719.59015 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 173.9142303467s, input_fired_time: 2.0383658409, output_fired_time: 1.8716148138, propagate_forward_time: 66.8349533081, propagate_backward_time: 99.6849975586, weight_update_time: 0.1926581115, other_time: 3.4843063354
epoch time: 14.3705577850s, input_fired_time: 0.2571433783, output_fired_time: 0.0000000000, propagate_forward_time: 13.4853706360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6280441284
validation[          , genome  6556] predictions:    9763/  10000 (97.63%), best:    9778/10000 (97.78%), error:       781.87677, best error:       719.59015 on epoch:    30, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 171.9785766602s, input_fired_time: 2.0287563801, output_fired_time: 1.8565201759, propagate_forward_time: 65.9292602539, propagate_backward_time: 98.6597671509, weight_update_time: 0.1916114837, other_time: 3.5042648315
epoch time: 14.1408185959s, input_fired_time: 0.2508478165, output_fired_time: 0.0000000000, propagate_forward_time: 13.2658834457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6240873337
validation[          , genome  6556] predictions:    9763/  10000 (97.63%), best:    9778/10000 (97.78%), error:       842.56775, best error:       719.59015 on epoch:    30, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 173.3417358398s, input_fired_time: 2.0377686024, output_fired_time: 1.8658709526, propagate_forward_time: 66.4949874878, propagate_backward_time: 99.4138107300, weight_update_time: 0.1936681569, other_time: 3.5292968750
epoch time: 14.0786104202s, input_fired_time: 0.2538230419, output_fired_time: 0.0000000000, propagate_forward_time: 13.1981191635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266679764
validation[          , genome  6556] predictions:    9745/  10000 (97.45%), best:    9778/10000 (97.78%), error:       836.17163, best error:       719.59015 on epoch:    30, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 174.5410461426s, input_fired_time: 2.0458774567, output_fired_time: 1.8825587034, propagate_forward_time: 67.0142745972, propagate_backward_time: 100.0810012817, weight_update_time: 0.1933063120, other_time: 3.5173339844
epoch time: 14.2623920441s, input_fired_time: 0.2579389513, output_fired_time: 0.0000000000, propagate_forward_time: 13.3783636093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6260890961
validation[          , genome  6556] predictions:    9775/  10000 (97.75%), best:    9778/10000 (97.78%), error:       797.03174, best error:       719.59015 on epoch:    30, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 172.5902404785s, input_fired_time: 2.0372259617, output_fired_time: 1.8686536551, propagate_forward_time: 66.1429748535, propagate_backward_time: 99.0384979248, weight_update_time: 0.1923851371, other_time: 3.5028839111
epoch time: 14.2331104279s, input_fired_time: 0.2558515370, output_fired_time: 0.0000000000, propagate_forward_time: 13.3606204987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166381836
validation[          , genome  6556] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       713.01978, best error:       713.01978 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 174.2784118652s, input_fired_time: 2.0470204353, output_fired_time: 1.8792520761, propagate_forward_time: 66.9209671021, propagate_backward_time: 99.9217834473, weight_update_time: 0.1936123520, other_time: 3.5093765259
epoch time: 14.3206949234s, input_fired_time: 0.2558659315, output_fired_time: 0.0000000000, propagate_forward_time: 13.4406375885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241912842
validation[          , genome  6556] predictions:    9699/  10000 (96.99%), best:    9799/10000 (97.99%), error:      1027.19434, best error:       713.01978 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 173.7983703613s, input_fired_time: 2.0408010483, output_fired_time: 1.8771209717, propagate_forward_time: 66.7434997559, propagate_backward_time: 99.6260223389, weight_update_time: 0.1932170987, other_time: 3.5109252930
epoch time: 14.3244771957s, input_fired_time: 0.2576348782, output_fired_time: 0.0000000000, propagate_forward_time: 13.4313335419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6355085373
validation[          , genome  6556] predictions:    9762/  10000 (97.62%), best:    9799/10000 (97.99%), error:       798.72638, best error:       713.01978 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 173.5348663330s, input_fired_time: 2.0498774052, output_fired_time: 1.8699587584, propagate_forward_time: 66.5803222656, propagate_backward_time: 99.4812698364, weight_update_time: 0.1945304573, other_time: 3.5534286499
epoch time: 14.2838497162s, input_fired_time: 0.2543186247, output_fired_time: 0.0000000000, propagate_forward_time: 13.4219236374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6076078415
validation[          , genome  6556] predictions:    9747/  10000 (97.47%), best:    9799/10000 (97.99%), error:       855.68573, best error:       713.01978 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 174.3043975830s, input_fired_time: 2.0442678928, output_fired_time: 1.8808356524, propagate_forward_time: 66.7770462036, propagate_backward_time: 100.0972595215, weight_update_time: 0.1929683238, other_time: 3.5049972534
epoch time: 14.1059312820s, input_fired_time: 0.2534548342, output_fired_time: 0.0000000000, propagate_forward_time: 13.2323732376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6201028824
validation[          , genome  6556] predictions:    9768/  10000 (97.68%), best:    9799/10000 (97.99%), error:       787.00397, best error:       713.01978 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 173.6651000977s, input_fired_time: 2.0447120667, output_fired_time: 1.8723053932, propagate_forward_time: 66.6341094971, propagate_backward_time: 99.6029434204, weight_update_time: 0.1926503330, other_time: 3.5110397339
epoch time: 14.2593679428s, input_fired_time: 0.2564516664, output_fired_time: 0.0000000000, propagate_forward_time: 13.3801975250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6227188110
validation[          , genome  6556] predictions:    9740/  10000 (97.40%), best:    9799/10000 (97.99%), error:       881.92700, best error:       713.01978 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 174.3476104736s, input_fired_time: 2.0441639423, output_fired_time: 1.8808573484, propagate_forward_time: 66.9050521851, propagate_backward_time: 100.0190353394, weight_update_time: 0.1927829385, other_time: 3.4985046387
epoch time: 14.2350893021s, input_fired_time: 0.2564716339, output_fired_time: 0.0000000000, propagate_forward_time: 13.3604383469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6181793213
validation[          , genome  6556] predictions:    9755/  10000 (97.55%), best:    9799/10000 (97.99%), error:       828.31506, best error:       713.01978 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 174.5853118896s, input_fired_time: 2.0569820404, output_fired_time: 1.8840087652, propagate_forward_time: 66.9861145020, propagate_backward_time: 100.1558990479, weight_update_time: 0.1928515285, other_time: 3.5023193359
epoch time: 14.2535333633s, input_fired_time: 0.2571464479, output_fired_time: 0.0000000000, propagate_forward_time: 13.3751678467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212186813
validation[          , genome  6556] predictions:    9753/  10000 (97.53%), best:    9799/10000 (97.99%), error:       860.94775, best error:       713.01978 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 172.5695037842s, input_fired_time: 2.0428192616, output_fired_time: 1.8668878078, propagate_forward_time: 66.2014465332, propagate_backward_time: 98.9494628906, weight_update_time: 0.1923549324, other_time: 3.5088958740
epoch time: 14.1108942032s, input_fired_time: 0.2556012273, output_fired_time: 0.0000000000, propagate_forward_time: 13.2406196594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6146736145
validation[          , genome  6556] predictions:    9778/  10000 (97.78%), best:    9799/10000 (97.99%), error:       765.79468, best error:       713.01978 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 174.1623535156s, input_fired_time: 2.0491192341, output_fired_time: 1.8785940409, propagate_forward_time: 66.8333511353, propagate_backward_time: 99.8993988037, weight_update_time: 0.1929043233, other_time: 3.5018844604
epoch time: 14.1499881744s, input_fired_time: 0.2540657818, output_fired_time: 0.0000000000, propagate_forward_time: 13.2772169113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6187057495
validation[          , genome  6556] predictions:    9759/  10000 (97.59%), best:    9799/10000 (97.99%), error:       781.26984, best error:       713.01978 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 174.0489196777s, input_fired_time: 2.0514533520, output_fired_time: 1.8818181753, propagate_forward_time: 66.7385864258, propagate_backward_time: 99.8612899780, weight_update_time: 0.1936902404, other_time: 3.5157699585
epoch time: 14.2649106979s, input_fired_time: 0.2564547658, output_fired_time: 0.0000000000, propagate_forward_time: 13.3855190277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229372025
validation[          , genome  6556] predictions:    9743/  10000 (97.43%), best:    9799/10000 (97.99%), error:       842.96338, best error:       713.01978 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 173.7474975586s, input_fired_time: 2.0517239571, output_fired_time: 1.8727040291, propagate_forward_time: 66.5851821899, propagate_backward_time: 99.7170333862, weight_update_time: 0.1930947602, other_time: 3.5208435059
epoch time: 14.3488407135s, input_fired_time: 0.2605338097, output_fired_time: 0.0000000000, propagate_forward_time: 13.4501705170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381359100
validation[          , genome  6556] predictions:    9766/  10000 (97.66%), best:    9799/10000 (97.99%), error:       767.43134, best error:       713.01978 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 173.7500152588s, input_fired_time: 2.0503778458, output_fired_time: 1.8802584410, propagate_forward_time: 66.5647048950, propagate_backward_time: 99.7363662720, weight_update_time: 0.1934659779, other_time: 3.5182952881
epoch time: 14.2215003967s, input_fired_time: 0.2566508055, output_fired_time: 0.0000000000, propagate_forward_time: 13.3427619934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220874786
validation[          , genome  6556] predictions:    9757/  10000 (97.57%), best:    9799/10000 (97.99%), error:       804.09027, best error:       713.01978 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 174.2279357910s, input_fired_time: 2.0500595570, output_fired_time: 1.8739318848, propagate_forward_time: 66.8632965088, propagate_backward_time: 99.9367828369, weight_update_time: 0.1935888529, other_time: 3.5038604736
epoch time: 14.1851329803s, input_fired_time: 0.2567941844, output_fired_time: 0.0000000000, propagate_forward_time: 13.3025016785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6258373260
validation[          , genome  6556] predictions:    9787/  10000 (97.87%), best:    9799/10000 (97.99%), error:       763.10168, best error:       713.01978 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 174.3026580811s, input_fired_time: 2.0500123501, output_fired_time: 1.8761289120, propagate_forward_time: 66.8241195679, propagate_backward_time: 100.0482177734, weight_update_time: 0.1930338591, other_time: 3.5041732788
epoch time: 14.2650966644s, input_fired_time: 0.2563876212, output_fired_time: 0.0000000000, propagate_forward_time: 13.3957910538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6129179001
validation[          , genome  6556] predictions:    9766/  10000 (97.66%), best:    9799/10000 (97.99%), error:       798.96710, best error:       713.01978 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 173.8235321045s, input_fired_time: 2.0505933762, output_fired_time: 1.8740038872, propagate_forward_time: 66.6467514038, propagate_backward_time: 99.7085113525, weight_update_time: 0.1941479146, other_time: 3.5436630249
epoch time: 14.2350759506s, input_fired_time: 0.2597242892, output_fired_time: 0.0000000000, propagate_forward_time: 13.3429222107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324291229
validation[          , genome  6556] predictions:    9784/  10000 (97.84%), best:    9799/10000 (97.99%), error:       743.06812, best error:       713.01978 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 173.8328552246s, input_fired_time: 2.0598914623, output_fired_time: 1.8798650503, propagate_forward_time: 66.6364135742, propagate_backward_time: 99.7179031372, weight_update_time: 0.1936170161, other_time: 3.5387802124
epoch time: 14.1468820572s, input_fired_time: 0.2590187490, output_fired_time: 0.0000000000, propagate_forward_time: 13.2628726959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249904633
validation[          , genome  6556] predictions:    9730/  10000 (97.30%), best:    9799/10000 (97.99%), error:       895.24573, best error:       713.01978 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 174.4235687256s, input_fired_time: 2.0601429939, output_fired_time: 1.8851946592, propagate_forward_time: 66.8953628540, propagate_backward_time: 100.0604782104, weight_update_time: 0.1940649897, other_time: 3.5223846436
epoch time: 14.2719440460s, input_fired_time: 0.2583055496, output_fired_time: 0.0000000000, propagate_forward_time: 13.3964834213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171550751
validation[          , genome  6556] predictions:    9774/  10000 (97.74%), best:    9799/10000 (97.99%), error:       718.73883, best error:       713.01978 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 174.0365905762s, input_fired_time: 2.0539994240, output_fired_time: 1.8734550476, propagate_forward_time: 66.7408599854, propagate_backward_time: 99.8680953979, weight_update_time: 0.1926820874, other_time: 3.5001754761
epoch time: 14.2087745667s, input_fired_time: 0.2594284415, output_fired_time: 0.0000000000, propagate_forward_time: 13.3235750198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6257715225
validation[          , genome  6556] predictions:    9753/  10000 (97.53%), best:    9799/10000 (97.99%), error:       823.34479, best error:       713.01978 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 174.4476013184s, input_fired_time: 2.0550966263, output_fired_time: 1.8818392754, propagate_forward_time: 66.8419342041, propagate_backward_time: 100.1675643921, weight_update_time: 0.1935668439, other_time: 3.5011672974
epoch time: 14.2061748505s, input_fired_time: 0.2560159564, output_fired_time: 0.0000000000, propagate_forward_time: 13.3246316910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255273819
validation[          , genome  6556] predictions:    9753/  10000 (97.53%), best:    9799/10000 (97.99%), error:       791.47803, best error:       713.01978 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 174.6195373535s, input_fired_time: 2.0516567230, output_fired_time: 1.8828518391, propagate_forward_time: 67.0057983398, propagate_backward_time: 100.1752395630, weight_update_time: 0.1936031729, other_time: 3.5039901733
epoch time: 14.2805309296s, input_fired_time: 0.2611103654, output_fired_time: 0.0000000000, propagate_forward_time: 13.3783063889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6411142349
validation[          , genome  6556] predictions:    9770/  10000 (97.70%), best:    9799/10000 (97.99%), error:       782.01868, best error:       713.01978 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 174.1932983398s, input_fired_time: 2.0494911671, output_fired_time: 1.8833814859, propagate_forward_time: 66.7906494141, propagate_backward_time: 99.9756393433, weight_update_time: 0.1925269514, other_time: 3.4941482544
epoch time: 14.2281074524s, input_fired_time: 0.2564639449, output_fired_time: 0.0000000000, propagate_forward_time: 13.3409748077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306686401
validation[          , genome  6556] predictions:    9772/  10000 (97.72%), best:    9799/10000 (97.99%), error:       724.98572, best error:       713.01978 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 173.9928894043s, input_fired_time: 2.0585703850, output_fired_time: 1.8783856630, propagate_forward_time: 66.7539901733, propagate_backward_time: 99.7795410156, weight_update_time: 0.1935668588, other_time: 3.5224075317
epoch time: 14.1915941238s, input_fired_time: 0.2606209517, output_fired_time: 0.0000000000, propagate_forward_time: 13.3019008636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6290721893
validation[          , genome  6556] predictions:    9775/  10000 (97.75%), best:    9799/10000 (97.99%), error:       745.23584, best error:       713.01978 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 173.9756774902s, input_fired_time: 2.0673887730, output_fired_time: 1.8757483959, propagate_forward_time: 66.6765060425, propagate_backward_time: 99.8170547485, weight_update_time: 0.1932652891, other_time: 3.5389862061
epoch time: 14.2324304581s, input_fired_time: 0.2575632334, output_fired_time: 0.0000000000, propagate_forward_time: 13.3529186249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6219482422
validation[          , genome  6556] predictions:    9755/  10000 (97.55%), best:    9799/10000 (97.99%), error:       805.74402, best error:       713.01978 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 174.3119201660s, input_fired_time: 2.0647811890, output_fired_time: 1.8791288137, propagate_forward_time: 66.8027496338, propagate_backward_time: 100.0180282593, weight_update_time: 0.1944576949, other_time: 3.5472183228
epoch time: 14.1428365707s, input_fired_time: 0.2580357194, output_fired_time: 0.0000000000, propagate_forward_time: 13.2672367096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175642014
validation[          , genome  6556] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       698.39069, best error:       698.39069 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 174.2872467041s, input_fired_time: 2.0620276928, output_fired_time: 1.8771489859, propagate_forward_time: 66.7539978027, propagate_backward_time: 100.0646514893, weight_update_time: 0.1942708343, other_time: 3.5294189453
epoch time: 14.2598915100s, input_fired_time: 0.2618035376, output_fired_time: 0.0000000000, propagate_forward_time: 13.3660812378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6320066452
validation[          , genome  6556] predictions:    9783/  10000 (97.83%), best:    9793/10000 (97.93%), error:       751.97449, best error:       698.39069 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 173.0588378906s, input_fired_time: 2.0603971481, output_fired_time: 1.8703676462, propagate_forward_time: 66.3926315308, propagate_backward_time: 99.2095718384, weight_update_time: 0.1931347102, other_time: 3.5258789063
epoch time: 14.4252891541s, input_fired_time: 0.2630078197, output_fired_time: 0.0000000000, propagate_forward_time: 13.5267343521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6355466843
validation[          , genome  6556] predictions:    9747/  10000 (97.47%), best:    9793/10000 (97.93%), error:       810.66907, best error:       698.39069 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 174.4815521240s, input_fired_time: 2.0673949718, output_fired_time: 1.8787611723, propagate_forward_time: 66.9875030518, propagate_backward_time: 100.0157394409, weight_update_time: 0.1941981465, other_time: 3.5321578979
epoch time: 14.3368406296s, input_fired_time: 0.2622679770, output_fired_time: 0.0000000000, propagate_forward_time: 13.4429693222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6316032410
validation[          , genome  6556] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       707.93005, best error:       698.39069 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 173.6202850342s, input_fired_time: 2.0616400242, output_fired_time: 1.8720679283, propagate_forward_time: 66.6287002563, propagate_backward_time: 99.5331573486, weight_update_time: 0.1939569861, other_time: 3.5247116089
epoch time: 14.3082313538s, input_fired_time: 0.2602696717, output_fired_time: 0.0000000000, propagate_forward_time: 13.4235773087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6243839264
validation[          , genome  6556] predictions:    9772/  10000 (97.72%), best:    9793/10000 (97.93%), error:       788.24115, best error:       698.39069 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 174.8083038330s, input_fired_time: 2.0617191792, output_fired_time: 1.8859755993, propagate_forward_time: 67.0883255005, propagate_backward_time: 100.2709045410, weight_update_time: 0.1929498315, other_time: 3.5013809204
epoch time: 14.4516191483s, input_fired_time: 0.2692593634, output_fired_time: 0.0000000000, propagate_forward_time: 13.5387611389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6435985565
validation[          , genome  6556] predictions:    9765/  10000 (97.65%), best:    9793/10000 (97.93%), error:       744.01935, best error:       698.39069 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 173.9728851318s, input_fired_time: 2.0716428757, output_fired_time: 1.8822877407, propagate_forward_time: 66.7411651611, propagate_backward_time: 99.7532882690, weight_update_time: 0.1933092624, other_time: 3.5244979858
epoch time: 14.2579278946s, input_fired_time: 0.2607360780, output_fired_time: 0.0000000000, propagate_forward_time: 13.3773689270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198225021
validation[          , genome  6556] predictions:    9785/  10000 (97.85%), best:    9793/10000 (97.93%), error:       714.14313, best error:       698.39069 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 173.9586486816s, input_fired_time: 2.0685679913, output_fired_time: 1.8748826981, propagate_forward_time: 66.8299179077, propagate_backward_time: 99.6472091675, weight_update_time: 0.1946097910, other_time: 3.5380706787
epoch time: 14.3741674423s, input_fired_time: 0.2575073838, output_fired_time: 0.0000000000, propagate_forward_time: 13.4868469238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6298131943
validation[          , genome  6556] predictions:    9776/  10000 (97.76%), best:    9793/10000 (97.93%), error:       774.08264, best error:       698.39069 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 174.0618743896s, input_fired_time: 2.0649063587, output_fired_time: 1.8821181059, propagate_forward_time: 66.7154693604, propagate_backward_time: 99.8879470825, weight_update_time: 0.1929569989, other_time: 3.5114364624
epoch time: 14.2857608795s, input_fired_time: 0.2616028488, output_fired_time: 0.0000000000, propagate_forward_time: 13.3919219971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6322364807
validation[          , genome  6556] predictions:    9757/  10000 (97.57%), best:    9793/10000 (97.93%), error:       764.66113, best error:       698.39069 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 172.7103118896s, input_fired_time: 2.0703537464, output_fired_time: 1.8531625271, propagate_forward_time: 66.0670242310, propagate_backward_time: 99.1602554321, weight_update_time: 0.1930446178, other_time: 3.5595092773
epoch time: 14.2715148926s, input_fired_time: 0.2627431452, output_fired_time: 0.0000000000, propagate_forward_time: 13.3803739548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283979416
validation[          , genome  6556] predictions:    9772/  10000 (97.72%), best:    9793/10000 (97.93%), error:       767.79407, best error:       698.39069 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 173.7059936523s, input_fired_time: 2.0694267750, output_fired_time: 1.8745884895, propagate_forward_time: 66.4982070923, propagate_backward_time: 99.7151870728, weight_update_time: 0.1939195395, other_time: 3.5485839844
epoch time: 14.3191986084s, input_fired_time: 0.2604339719, output_fired_time: 0.0000000000, propagate_forward_time: 13.4273624420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314020157
validation[          , genome  6556] predictions:    9785/  10000 (97.85%), best:    9793/10000 (97.93%), error:       726.57330, best error:       698.39069 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 174.8890686035s, input_fired_time: 2.0748457909, output_fired_time: 1.8855508566, propagate_forward_time: 67.0870666504, propagate_backward_time: 100.3147048950, weight_update_time: 0.1936743259, other_time: 3.5269088745
epoch time: 14.3148860931s, input_fired_time: 0.2610094249, output_fired_time: 0.0000000000, propagate_forward_time: 13.4282140732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256628036
validation[          , genome  6556] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       693.15265, best error:       693.15265 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 174.1001586914s, input_fired_time: 2.0686490536, output_fired_time: 1.8789277077, propagate_forward_time: 66.7576751709, propagate_backward_time: 99.8591461182, weight_update_time: 0.1933937818, other_time: 3.5357666016
epoch time: 14.3239974976s, input_fired_time: 0.2635540962, output_fired_time: 0.0000000000, propagate_forward_time: 13.4366102219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6238336563
validation[          , genome  6556] predictions:    9783/  10000 (97.83%), best:    9791/10000 (97.91%), error:       717.41882, best error:       693.15265 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 172.7650299072s, input_fired_time: 2.0606749058, output_fired_time: 1.8610411882, propagate_forward_time: 66.2195739746, propagate_backward_time: 99.0978317261, weight_update_time: 0.1939866692, other_time: 3.5259170532
epoch time: 14.2893733978s, input_fired_time: 0.2615537345, output_fired_time: 0.0000000000, propagate_forward_time: 13.3961086273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317110062
validation[          , genome  6556] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       804.77875, best error:       693.15265 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 174.5891876221s, input_fired_time: 2.0754640102, output_fired_time: 1.8828811646, propagate_forward_time: 66.9474792480, propagate_backward_time: 100.1504974365, weight_update_time: 0.1951299906, other_time: 3.5328521729
epoch time: 13.9975538254s, input_fired_time: 0.2582451999, output_fired_time: 0.0000000000, propagate_forward_time: 13.1141519547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6251564026
validation[          , genome  6556] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       848.32178, best error:       693.15265 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 173.1827850342s, input_fired_time: 2.0708179474, output_fired_time: 1.8774267435, propagate_forward_time: 66.3872604370, propagate_backward_time: 99.3163070679, weight_update_time: 0.1941361129, other_time: 3.5309753418
epoch time: 13.8127927780s, input_fired_time: 0.2576809227, output_fired_time: 0.0000000000, propagate_forward_time: 12.9417629242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133489609
validation[          , genome  6556] predictions:    9779/  10000 (97.79%), best:    9791/10000 (97.91%), error:       728.65723, best error:       693.15265 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 174.1660308838s, input_fired_time: 2.0710132122, output_fired_time: 1.8839579821, propagate_forward_time: 66.7568588257, propagate_backward_time: 99.9145889282, weight_update_time: 0.1945985407, other_time: 3.5396118164
epoch time: 14.2524948120s, input_fired_time: 0.2592056990, output_fired_time: 0.0000000000, propagate_forward_time: 13.3593835831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6339054108
validation[          , genome  6556] predictions:    9776/  10000 (97.76%), best:    9791/10000 (97.91%), error:       758.66089, best error:       693.15265 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 173.7733612061s, input_fired_time: 2.0688655376, output_fired_time: 1.8785012960, propagate_forward_time: 66.6765289307, propagate_backward_time: 99.5973510742, weight_update_time: 0.1947490126, other_time: 3.5521240234
epoch time: 14.3087673187s, input_fired_time: 0.2601349354, output_fired_time: 0.0000000000, propagate_forward_time: 13.4200572968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285753250
validation[          , genome  6556] predictions:    9773/  10000 (97.73%), best:    9791/10000 (97.91%), error:       741.92139, best error:       693.15265 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 174.2807159424s, input_fired_time: 2.0663411617, output_fired_time: 1.8853795528, propagate_forward_time: 66.7522201538, propagate_backward_time: 100.0172729492, weight_update_time: 0.1952994317, other_time: 3.5595016479
epoch time: 14.2663011551s, input_fired_time: 0.2627487183, output_fired_time: 0.0000000000, propagate_forward_time: 13.3771791458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6263732910
validation[          , genome  6556] predictions:    9788/  10000 (97.88%), best:    9791/10000 (97.91%), error:       718.85010, best error:       693.15265 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 173.2553253174s, input_fired_time: 2.0682666302, output_fired_time: 1.8771402836, propagate_forward_time: 66.2492446899, propagate_backward_time: 99.4640655518, weight_update_time: 0.1956424564, other_time: 3.5966110229
epoch time: 14.2363462448s, input_fired_time: 0.2621138990, output_fired_time: 0.0000000000, propagate_forward_time: 13.3492279053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6250047684
validation[          , genome  6556] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       761.37488, best error:       693.15265 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 173.0158843994s, input_fired_time: 2.0680236816, output_fired_time: 1.8623780012, propagate_forward_time: 66.3157806396, propagate_backward_time: 99.2146453857, weight_update_time: 0.1947392672, other_time: 3.5550537109
epoch time: 14.2991991043s, input_fired_time: 0.2642017901, output_fired_time: 0.0000000000, propagate_forward_time: 13.4047088623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302881241
validation[          , genome  6556] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       690.22375, best error:       690.22375 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 174.5494689941s, input_fired_time: 2.0892360210, output_fired_time: 1.8865320683, propagate_forward_time: 67.0416870117, propagate_backward_time: 99.9655761719, weight_update_time: 0.1963679790, other_time: 3.5664367676
epoch time: 13.6708507538s, input_fired_time: 0.2570225000, output_fired_time: 0.0000000000, propagate_forward_time: 12.7900648117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237630844
validation[          , genome  6556] predictions:    9769/  10000 (97.69%), best:    9778/10000 (97.78%), error:       738.34662, best error:       690.22375 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 174.3246002197s, input_fired_time: 2.0882873535, output_fired_time: 1.8854846954, propagate_forward_time: 66.8577499390, propagate_backward_time: 99.8985366821, weight_update_time: 0.1968682408, other_time: 3.5945434570
epoch time: 13.9427375793s, input_fired_time: 0.2587597072, output_fired_time: 0.0000000000, propagate_forward_time: 13.0680084229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159696579
validation[          , genome  6556] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       774.17810, best error:       690.22375 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 173.5583496094s, input_fired_time: 2.0812242031, output_fired_time: 1.8749431372, propagate_forward_time: 66.5230941772, propagate_backward_time: 99.5015335083, weight_update_time: 0.1953711212, other_time: 3.5775604248
epoch time: 14.3023700714s, input_fired_time: 0.2637225688, output_fired_time: 0.0000000000, propagate_forward_time: 13.4085130692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6301345825
validation[          , genome  6556] predictions:    9761/  10000 (97.61%), best:    9778/10000 (97.78%), error:       776.10675, best error:       690.22375 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 174.4692535400s, input_fired_time: 2.0887868404, output_fired_time: 1.8834668398, propagate_forward_time: 66.8396911621, propagate_backward_time: 100.0412216187, weight_update_time: 0.1991691589, other_time: 3.6160812378
epoch time: 14.3926582336s, input_fired_time: 0.2644464672, output_fired_time: 0.0000000000, propagate_forward_time: 13.4996433258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285686493
validation[          , genome  6556] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       761.93317, best error:       690.22375 on epoch:    96, 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: 71.5012283325s, input_fired_time: 1.3232142925, output_fired_time: 0.0000000000, propagate_forward_time: 66.9027023315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2753143311
best training[          , genome  6556] predictions:   49853/  50000 (99.71%), best:    9778/10000 (97.78%), error:       880.08679, best error:       690.22375 on epoch:    96, 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: 14.2718029022s, input_fired_time: 0.2631809115, output_fired_time: 0.0000000000, propagate_forward_time: 13.3720512390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6365709305
   testing[          , genome  6556] predictions:    9821/  10000 (98.21%), best:    9778/10000 (97.78%), error:       592.73175, best error:       690.22375 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:43:44 (5812): called boinc_finish(0)

</stderr_txt>
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