Nameexact_genome_1509103842_22_16749_0
Workunit2274049
Created27 Oct 2017, 17:24:50 UTC
Sent27 Oct 2017, 18:15:07 UTC
Report deadline19 Dec 2017, 20:01:48 UTC
Received1 Nov 2017, 9:43:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 days 5 hours 37 min 32 sec
CPU time1 days 5 hours 30 min 57 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size172.48 MB
Peak swap size177.53 MB
Peak disk usage6.76 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
pdate_time: 1.0378482342, other_time: 10.1622924805
epoch time: 76.7180938721s, input_fired_time: 1.2288018465, output_fired_time: 0.0000000000, propagate_forward_time: 73.6647644043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8245239258
validation[          , genome 16749] predictions:    9807/  10000 (98.07%), best:    9862/10000 (98.62%), error:       613.71924, best error:       463.22491 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 975.9769897461s, input_fired_time: 9.9846830368, output_fired_time: 10.4388456345, propagate_forward_time: 367.0296020508, propagate_backward_time: 578.2437744141, weight_update_time: 1.0492173433, other_time: 10.2800903320
epoch time: 77.8525009155s, input_fired_time: 1.2428622246, output_fired_time: 0.0000000000, propagate_forward_time: 74.8059387207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8037033081
validation[          , genome 16749] predictions:    9855/  10000 (98.55%), best:    9862/10000 (98.62%), error:       498.76059, best error:       463.22491 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 981.3691406250s, input_fired_time: 9.9912900925, output_fired_time: 10.4624300003, propagate_forward_time: 370.4806213379, propagate_backward_time: 580.1427001953, weight_update_time: 1.0608541965, other_time: 10.2921142578
epoch time: 76.9841003418s, input_fired_time: 1.2356977463, output_fired_time: 0.0000000000, propagate_forward_time: 73.9587783813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7896270752
validation[          , genome 16749] predictions:    9831/  10000 (98.31%), best:    9862/10000 (98.62%), error:       535.82550, best error:       463.22491 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 974.1195678711s, input_fired_time: 9.9488277435, output_fired_time: 10.4082689285, propagate_forward_time: 366.0693359375, propagate_backward_time: 577.5524902344, weight_update_time: 1.0372471809, other_time: 10.1406250000
epoch time: 77.3139038086s, input_fired_time: 1.2380920649, output_fired_time: 0.0000000000, propagate_forward_time: 74.2616577148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8141555786
validation[          , genome 16749] predictions:    9828/  10000 (98.28%), best:    9862/10000 (98.62%), error:       520.34418, best error:       463.22491 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 982.5275268555s, input_fired_time: 10.0008707047, output_fired_time: 10.4543552399, propagate_forward_time: 370.7234802246, propagate_backward_time: 581.0935058594, weight_update_time: 1.0541200638, other_time: 10.2553710938
epoch time: 76.7334747314s, input_fired_time: 1.2251482010, output_fired_time: 0.0000000000, propagate_forward_time: 73.6997756958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8085479736
validation[          , genome 16749] predictions:    9829/  10000 (98.29%), best:    9862/10000 (98.62%), error:       561.58655, best error:       463.22491 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 979.1439208984s, input_fired_time: 9.9966583252, output_fired_time: 10.4595680237, propagate_forward_time: 368.9099731445, propagate_backward_time: 579.5012817383, weight_update_time: 1.0509754419, other_time: 10.2764282227
epoch time: 76.2756423950s, input_fired_time: 1.2248723507, output_fired_time: 0.0000000000, propagate_forward_time: 73.2360229492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8147506714
validation[          , genome 16749] predictions:    9837/  10000 (98.37%), best:    9862/10000 (98.62%), error:       525.53156, best error:       463.22491 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 976.4199829102s, input_fired_time: 9.9910268784, output_fired_time: 10.4487142563, propagate_forward_time: 367.3387756348, propagate_backward_time: 578.3659667969, weight_update_time: 1.0471659899, other_time: 10.2755126953
epoch time: 77.3694458008s, input_fired_time: 1.2416689396, output_fired_time: 0.0000000000, propagate_forward_time: 74.2971801758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8305969238
validation[          , genome 16749] predictions:    9833/  10000 (98.33%), best:    9862/10000 (98.62%), error:       547.60370, best error:       463.22491 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 978.0669555664s, input_fired_time: 9.9981193542, output_fired_time: 10.4297227859, propagate_forward_time: 368.4131469727, propagate_backward_time: 578.9938964844, weight_update_time: 1.0474554300, other_time: 10.2320556641
epoch time: 77.2057723999s, input_fired_time: 1.2163555622, output_fired_time: 0.0000000000, propagate_forward_time: 74.2918090820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6976089478
validation[          , genome 16749] predictions:    9840/  10000 (98.40%), best:    9862/10000 (98.62%), error:       512.42883, best error:       463.22491 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 973.9249267578s, input_fired_time: 10.0051326752, output_fired_time: 10.4789123535, propagate_forward_time: 365.3972473145, propagate_backward_time: 577.6273193359, weight_update_time: 1.0541553497, other_time: 10.4163818359
epoch time: 76.4237213135s, input_fired_time: 1.2310683727, output_fired_time: 0.0000000000, propagate_forward_time: 73.4273757935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7652740479
validation[          , genome 16749] predictions:    9848/  10000 (98.48%), best:    9862/10000 (98.62%), error:       481.02823, best error:       463.22491 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 964.4625244141s, input_fired_time: 9.8913393021, output_fired_time: 10.3563060760, propagate_forward_time: 360.8953857422, propagate_backward_time: 573.0626831055, weight_update_time: 1.0341457129, other_time: 10.2567749023
epoch time: 77.8225250244s, input_fired_time: 1.2438900471, output_fired_time: 0.0000000000, propagate_forward_time: 74.8355178833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7431182861
validation[          , genome 16749] predictions:    9807/  10000 (98.07%), best:    9862/10000 (98.62%), error:       621.66833, best error:       463.22491 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 978.0629882813s, input_fired_time: 9.9809837341, output_fired_time: 10.4360504150, propagate_forward_time: 368.6175231934, propagate_backward_time: 578.8758544922, weight_update_time: 1.0450625420, other_time: 10.1525878906
epoch time: 78.4572219849s, input_fired_time: 1.2673436403, output_fired_time: 0.0000000000, propagate_forward_time: 75.3662796021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8236007690
validation[          , genome 16749] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       441.40076, best error:       441.40076 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 980.6619262695s, input_fired_time: 9.9384222031, output_fired_time: 10.4333572388, propagate_forward_time: 369.9372253418, propagate_backward_time: 580.2129516602, weight_update_time: 1.0443046093, other_time: 10.1399536133
epoch time: 76.6069793701s, input_fired_time: 1.2487685680, output_fired_time: 0.0000000000, propagate_forward_time: 73.4881439209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8700637817
validation[          , genome 16749] predictions:    9836/  10000 (98.36%), best:    9861/10000 (98.61%), error:       514.30426, best error:       441.40076 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 978.2156982422s, input_fired_time: 9.9548044205, output_fired_time: 10.4058551788, propagate_forward_time: 368.6810607910, propagate_backward_time: 579.1915283203, weight_update_time: 1.0305916071, other_time: 9.9824218750
epoch time: 76.8143997192s, input_fired_time: 1.2390277386, output_fired_time: 0.0000000000, propagate_forward_time: 73.8461837769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7291870117
validation[          , genome 16749] predictions:    9858/  10000 (98.58%), best:    9861/10000 (98.61%), error:       448.11340, best error:       441.40076 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 965.0459594727s, input_fired_time: 9.8722200394, output_fired_time: 10.3522787094, propagate_forward_time: 361.3166809082, propagate_backward_time: 573.3274536133, weight_update_time: 1.0299942493, other_time: 10.1773071289
epoch time: 76.2582626343s, input_fired_time: 1.2297887802, output_fired_time: 0.0000000000, propagate_forward_time: 73.2716598511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7568130493
validation[          , genome 16749] predictions:    9850/  10000 (98.50%), best:    9861/10000 (98.61%), error:       475.69925, best error:       441.40076 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 974.5335083008s, input_fired_time: 9.9200105667, output_fired_time: 10.3773651123, propagate_forward_time: 367.1801757813, propagate_backward_time: 577.0876464844, weight_update_time: 1.0231710672, other_time: 9.9683227539
epoch time: 76.4620208740s, input_fired_time: 1.2396550179, output_fired_time: 0.0000000000, propagate_forward_time: 73.4155502319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8068161011
validation[          , genome 16749] predictions:    9836/  10000 (98.36%), best:    9861/10000 (98.61%), error:       496.32834, best error:       441.40076 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 976.0535888672s, input_fired_time: 9.9632987976, output_fired_time: 10.4113197327, propagate_forward_time: 367.3843994141, propagate_backward_time: 578.1408081055, weight_update_time: 1.0411620140, other_time: 10.1537475586
epoch time: 77.4975738525s, input_fired_time: 1.2557876110, output_fired_time: 0.0000000000, propagate_forward_time: 74.4487915039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7929916382
validation[          , genome 16749] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       437.44971, best error:       437.44971 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 965.3500366211s, input_fired_time: 9.9313173294, output_fired_time: 10.3863592148, propagate_forward_time: 360.9212341309, propagate_backward_time: 573.9108886719, weight_update_time: 1.0276453495, other_time: 10.2001953125
epoch time: 70.0519714355s, input_fired_time: 1.2146624327, output_fired_time: 0.0000000000, propagate_forward_time: 66.9722442627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8650665283
validation[          , genome 16749] predictions:    9864/  10000 (98.64%), best:    9849/10000 (98.49%), error:       453.08246, best error:       437.44971 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 975.1286621094s, input_fired_time: 10.0018100739, output_fired_time: 10.4431991577, propagate_forward_time: 366.1453552246, propagate_backward_time: 578.2626342773, weight_update_time: 1.0441823006, other_time: 10.2756958008
epoch time: 77.4138793945s, input_fired_time: 1.2432668209, output_fired_time: 0.0000000000, propagate_forward_time: 74.4229736328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7476425171
validation[          , genome 16749] predictions:    9841/  10000 (98.41%), best:    9849/10000 (98.49%), error:       464.47263, best error:       437.44971 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 974.8715209961s, input_fired_time: 9.9864540100, output_fired_time: 10.4229822159, propagate_forward_time: 366.6076660156, propagate_backward_time: 577.5043334961, weight_update_time: 1.0561033487, other_time: 10.3500976563
epoch time: 76.7497177124s, input_fired_time: 1.2443351746, output_fired_time: 0.0000000000, propagate_forward_time: 73.7325592041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7728271484
validation[          , genome 16749] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       419.06207, best error:       419.06207 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 969.8793945313s, input_fired_time: 9.9672327042, output_fired_time: 10.3940258026, propagate_forward_time: 363.5714416504, propagate_backward_time: 575.6174926758, weight_update_time: 1.0493118763, other_time: 10.3291625977
epoch time: 75.0542221069s, input_fired_time: 1.2347347736, output_fired_time: 0.0000000000, propagate_forward_time: 72.0093917847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8100967407
validation[          , genome 16749] predictions:    9872/  10000 (98.72%), best:    9878/10000 (98.78%), error:       423.79507, best error:       419.06207 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 979.7117919922s, input_fired_time: 9.9675188065, output_fired_time: 10.3971805573, propagate_forward_time: 370.1429748535, propagate_backward_time: 579.1371459961, weight_update_time: 1.0503430367, other_time: 10.0669555664
epoch time: 76.2011260986s, input_fired_time: 1.2465875149, output_fired_time: 0.0000000000, propagate_forward_time: 73.1658706665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7886657715
validation[          , genome 16749] predictions:    9827/  10000 (98.27%), best:    9878/10000 (98.78%), error:       537.06879, best error:       419.06207 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 966.2431640625s, input_fired_time: 9.9684171677, output_fired_time: 10.3765497208, propagate_forward_time: 362.6326904297, propagate_backward_time: 572.9044799805, weight_update_time: 1.0423833132, other_time: 10.3610229492
epoch time: 75.2994842529s, input_fired_time: 1.2367876768, output_fired_time: 0.0000000000, propagate_forward_time: 72.2311248779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8315734863
validation[          , genome 16749] predictions:    9860/  10000 (98.60%), best:    9878/10000 (98.78%), error:       463.65604, best error:       419.06207 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 971.8389282227s, input_fired_time: 9.9807577133, output_fired_time: 10.4175863266, propagate_forward_time: 365.3987121582, propagate_backward_time: 575.7789916992, weight_update_time: 1.0477390289, other_time: 10.2628784180
epoch time: 77.1963195801s, input_fired_time: 1.2552163601, output_fired_time: 0.0000000000, propagate_forward_time: 74.1482162476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7928848267
validation[          , genome 16749] predictions:    9848/  10000 (98.48%), best:    9878/10000 (98.78%), error:       515.50409, best error:       419.06207 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 971.1108398438s, input_fired_time: 9.9239301682, output_fired_time: 10.3783273697, propagate_forward_time: 365.5185241699, propagate_backward_time: 575.1349487305, weight_update_time: 1.0456645489, other_time: 10.1550903320
epoch time: 76.6409988403s, input_fired_time: 1.2202264071, output_fired_time: 0.0000000000, propagate_forward_time: 73.6897659302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7310028076
validation[          , genome 16749] predictions:    9854/  10000 (98.54%), best:    9878/10000 (98.78%), error:       440.85959, best error:       419.06207 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 965.7435913086s, input_fired_time: 9.9303274155, output_fired_time: 10.3749990463, propagate_forward_time: 361.8151245117, propagate_backward_time: 573.3933105469, weight_update_time: 1.0397037268, other_time: 10.2298583984
epoch time: 70.4514312744s, input_fired_time: 1.1986645460, output_fired_time: 0.0000000000, propagate_forward_time: 67.4110870361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8416824341
validation[          , genome 16749] predictions:    9866/  10000 (98.66%), best:    9878/10000 (98.78%), error:       474.31235, best error:       419.06207 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 980.8379516602s, input_fired_time: 10.0699386597, output_fired_time: 10.4605779648, propagate_forward_time: 369.9622802734, propagate_backward_time: 580.1190185547, weight_update_time: 1.0563461781, other_time: 10.2261352539
epoch time: 74.0909042358s, input_fired_time: 1.2309949398, output_fired_time: 0.0000000000, propagate_forward_time: 71.0474243164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8124847412
validation[          , genome 16749] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       416.74649, best error:       416.74649 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 967.6535644531s, input_fired_time: 9.9399595261, output_fired_time: 10.4026641846, propagate_forward_time: 362.6216735840, propagate_backward_time: 574.4290771484, weight_update_time: 1.0388978720, other_time: 10.2602539063
epoch time: 72.5257720947s, input_fired_time: 1.2229050398, output_fired_time: 0.0000000000, propagate_forward_time: 69.4366073608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8662567139
validation[          , genome 16749] predictions:    9871/  10000 (98.71%), best:    9870/10000 (98.70%), error:       427.87186, best error:       416.74649 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 979.4818115234s, input_fired_time: 10.0051002502, output_fired_time: 10.4417915344, propagate_forward_time: 369.2867126465, propagate_backward_time: 579.5531005859, weight_update_time: 1.0521098375, other_time: 10.1950683594
epoch time: 76.9541625977s, input_fired_time: 1.2488533258, output_fired_time: 0.0000000000, propagate_forward_time: 73.9104385376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7948684692
validation[          , genome 16749] predictions:    9855/  10000 (98.55%), best:    9870/10000 (98.70%), error:       465.37473, best error:       416.74649 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 973.1879882813s, input_fired_time: 9.9679183960, output_fired_time: 10.3952445984, propagate_forward_time: 365.4972534180, propagate_backward_time: 577.1514892578, weight_update_time: 1.0372742414, other_time: 10.1760864258
epoch time: 77.1157150269s, input_fired_time: 1.2482388020, output_fired_time: 0.0000000000, propagate_forward_time: 74.0471954346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8202819824
validation[          , genome 16749] predictions:    9858/  10000 (98.58%), best:    9870/10000 (98.70%), error:       442.24976, best error:       416.74649 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 969.6964111328s, input_fired_time: 9.9506559372, output_fired_time: 10.3839645386, propagate_forward_time: 364.0331420898, propagate_backward_time: 575.1423950195, weight_update_time: 1.0373138189, other_time: 10.1862182617
epoch time: 76.8277664185s, input_fired_time: 1.2560484409, output_fired_time: 0.0000000000, propagate_forward_time: 73.7691268921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8025894165
validation[          , genome 16749] predictions:    9828/  10000 (98.28%), best:    9870/10000 (98.70%), error:       557.01569, best error:       416.74649 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 974.0814208984s, input_fired_time: 10.0056915283, output_fired_time: 10.4385633469, propagate_forward_time: 366.1496276855, propagate_backward_time: 577.2607421875, weight_update_time: 1.0438027382, other_time: 10.2268066406
epoch time: 77.7169723511s, input_fired_time: 1.2592133284, output_fired_time: 0.0000000000, propagate_forward_time: 74.6528549194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8049011230
validation[          , genome 16749] predictions:    9814/  10000 (98.14%), best:    9870/10000 (98.70%), error:       558.92358, best error:       416.74649 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 968.8228149414s, input_fired_time: 9.9418706894, output_fired_time: 10.4019851685, propagate_forward_time: 363.2962036133, propagate_backward_time: 574.9216918945, weight_update_time: 1.0361393690, other_time: 10.2610473633
epoch time: 75.6410369873s, input_fired_time: 1.2273945808, output_fired_time: 0.0000000000, propagate_forward_time: 72.6801834106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7334594727
validation[          , genome 16749] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       381.12802, best error:       381.12802 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 977.0192871094s, input_fired_time: 9.9809207916, output_fired_time: 10.4110412598, propagate_forward_time: 366.9350891113, propagate_backward_time: 579.5727539063, weight_update_time: 1.0404988527, other_time: 10.1195068359
epoch time: 77.8249130249s, input_fired_time: 1.2549388409, output_fired_time: 0.0000000000, propagate_forward_time: 74.8210296631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7489471436
validation[          , genome 16749] predictions:    9868/  10000 (98.68%), best:    9873/10000 (98.73%), error:       405.34683, best error:       381.12802 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 975.4302978516s, input_fired_time: 10.0228061676, output_fired_time: 10.4429130554, propagate_forward_time: 366.4167480469, propagate_backward_time: 578.3355712891, weight_update_time: 1.0473484993, other_time: 10.2122192383
epoch time: 78.1508255005s, input_fired_time: 1.2664010525, output_fired_time: 0.0000000000, propagate_forward_time: 75.1463012695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7381210327
validation[          , genome 16749] predictions:    9865/  10000 (98.65%), best:    9873/10000 (98.73%), error:       421.36011, best error:       381.12802 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 971.0479736328s, input_fired_time: 9.9607391357, output_fired_time: 10.3676137924, propagate_forward_time: 365.3926696777, propagate_backward_time: 575.1854248047, weight_update_time: 1.0390342474, other_time: 10.1414794922
epoch time: 76.5969543457s, input_fired_time: 1.2513771057, output_fired_time: 0.0000000000, propagate_forward_time: 73.5622940063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7832870483
validation[          , genome 16749] predictions:    9862/  10000 (98.62%), best:    9873/10000 (98.73%), error:       422.42361, best error:       381.12802 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 976.1030883789s, input_fired_time: 10.0384969711, output_fired_time: 10.4077463150, propagate_forward_time: 367.3279418945, propagate_backward_time: 578.0553588867, weight_update_time: 1.0482047796, other_time: 10.2734985352
epoch time: 77.1236267090s, input_fired_time: 1.2434043884, output_fired_time: 0.0000000000, propagate_forward_time: 74.0959930420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7842254639
validation[          , genome 16749] predictions:    9867/  10000 (98.67%), best:    9873/10000 (98.73%), error:       445.04056, best error:       381.12802 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 962.4076538086s, input_fired_time: 9.9420375824, output_fired_time: 10.3675823212, propagate_forward_time: 359.0692138672, propagate_backward_time: 572.6571655273, weight_update_time: 1.0365337133, other_time: 10.3717041016
epoch time: 75.0973892212s, input_fired_time: 1.2527889013, output_fired_time: 0.0000000000, propagate_forward_time: 72.0807723999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7638244629
validation[          , genome 16749] predictions:    9876/  10000 (98.76%), best:    9873/10000 (98.73%), error:       425.42819, best error:       381.12802 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 967.9796752930s, input_fired_time: 9.9672822952, output_fired_time: 10.3924169540, propagate_forward_time: 363.5166625977, propagate_backward_time: 573.8676147461, weight_update_time: 1.0335057974, other_time: 10.2357177734
epoch time: 77.8249053955s, input_fired_time: 1.2576415539, output_fired_time: 0.0000000000, propagate_forward_time: 74.7721252441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7951354980
validation[          , genome 16749] predictions:    9872/  10000 (98.72%), best:    9873/10000 (98.73%), error:       407.75824, best error:       381.12802 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 964.2265014648s, input_fired_time: 9.9412088394, output_fired_time: 10.3717355728, propagate_forward_time: 359.9866027832, propagate_backward_time: 573.6264038086, weight_update_time: 1.0353485346, other_time: 10.3004760742
epoch time: 76.5785827637s, input_fired_time: 1.2385395765, output_fired_time: 0.0000000000, propagate_forward_time: 73.5811614990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7588806152
validation[          , genome 16749] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       376.22449, best error:       376.22449 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 970.3920288086s, input_fired_time: 9.9856662750, output_fired_time: 10.4213991165, propagate_forward_time: 364.0915527344, propagate_backward_time: 575.5901489258, weight_update_time: 1.0418826342, other_time: 10.3032836914
epoch time: 70.1923828125s, input_fired_time: 1.2196953297, output_fired_time: 0.0000000000, propagate_forward_time: 67.0844268799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8882598877
validation[          , genome 16749] predictions:    9876/  10000 (98.76%), best:    9878/10000 (98.78%), error:       390.55978, best error:       376.22449 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 970.0134887695s, input_fired_time: 9.9806756973, output_fired_time: 10.3892726898, propagate_forward_time: 363.3838500977, propagate_backward_time: 576.0402832031, weight_update_time: 1.0320338011, other_time: 10.2194213867
epoch time: 73.9060134888s, input_fired_time: 1.2343173027, output_fired_time: 0.0000000000, propagate_forward_time: 70.9007186890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7709808350
validation[          , genome 16749] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       374.67294, best error:       374.67294 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 982.8966064453s, input_fired_time: 10.0700426102, output_fired_time: 10.4522991180, propagate_forward_time: 370.6462097168, propagate_backward_time: 581.5190429688, weight_update_time: 1.0448039770, other_time: 10.2089843750
epoch time: 76.2447891235s, input_fired_time: 1.2504605055, output_fired_time: 0.0000000000, propagate_forward_time: 73.1859741211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8083572388
validation[          , genome 16749] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       370.39441, best error:       370.39441 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 979.9586181641s, input_fired_time: 10.0355539322, output_fired_time: 10.4405260086, propagate_forward_time: 369.3907775879, propagate_backward_time: 579.9466552734, weight_update_time: 1.0460211039, other_time: 10.1450195313
epoch time: 78.2629165649s, input_fired_time: 1.2594646215, output_fired_time: 0.0000000000, propagate_forward_time: 75.2693252563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7341232300
validation[          , genome 16749] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       387.20963, best error:       370.39441 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 973.4117431641s, input_fired_time: 10.0299301147, output_fired_time: 10.4078540802, propagate_forward_time: 366.4709167480, propagate_backward_time: 576.1695556641, weight_update_time: 1.0498116016, other_time: 10.3334960938
epoch time: 73.8896255493s, input_fired_time: 1.2303761244, output_fired_time: 0.0000000000, propagate_forward_time: 70.8425140381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8167343140
validation[          , genome 16749] predictions:    9891/  10000 (98.91%), best:    9884/10000 (98.84%), error:       397.45337, best error:       370.39441 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 974.1548461914s, input_fired_time: 10.0409317017, output_fired_time: 10.4538135529, propagate_forward_time: 365.7020568848, propagate_backward_time: 577.6223754883, weight_update_time: 1.0473014116, other_time: 10.3356323242
epoch time: 77.8303070068s, input_fired_time: 1.2817888260, output_fired_time: 0.0000000000, propagate_forward_time: 74.7049789429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8435363770
validation[          , genome 16749] predictions:    9874/  10000 (98.74%), best:    9884/10000 (98.84%), error:       388.80255, best error:       370.39441 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 974.4086914063s, input_fired_time: 10.0087585449, output_fired_time: 10.4282617569, propagate_forward_time: 366.5284118652, propagate_backward_time: 577.2346801758, weight_update_time: 1.0468703508, other_time: 10.2085571289
epoch time: 76.9853744507s, input_fired_time: 1.2360981703, output_fired_time: 0.0000000000, propagate_forward_time: 74.0229873657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7262878418
validation[          , genome 16749] predictions:    9880/  10000 (98.80%), best:    9884/10000 (98.84%), error:       386.92456, best error:       370.39441 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 973.4661254883s, input_fired_time: 10.0911226273, output_fired_time: 10.4532146454, propagate_forward_time: 365.7106628418, propagate_backward_time: 576.6935424805, weight_update_time: 1.0598706007, other_time: 10.5176391602
epoch time: 77.8927459717s, input_fired_time: 1.2631545067, output_fired_time: 0.0000000000, propagate_forward_time: 74.8182907104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8113021851
validation[          , genome 16749] predictions:    9880/  10000 (98.80%), best:    9884/10000 (98.84%), error:       375.87274, best error:       370.39441 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 977.1728515625s, input_fired_time: 10.0494737625, output_fired_time: 10.4384584427, propagate_forward_time: 367.9845581055, propagate_backward_time: 578.5728149414, weight_update_time: 1.0385850668, other_time: 10.1275024414
epoch time: 76.6821517944s, input_fired_time: 1.2447628975, output_fired_time: 0.0000000000, propagate_forward_time: 73.6568374634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7805480957
validation[          , genome 16749] predictions:    9869/  10000 (98.69%), best:    9884/10000 (98.84%), error:       411.59515, best error:       370.39441 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 960.9331054688s, input_fired_time: 9.9242477417, output_fired_time: 10.3423080444, propagate_forward_time: 359.1034240723, propagate_backward_time: 571.2698974609, weight_update_time: 1.0310672522, other_time: 10.2932128906
epoch time: 77.0271682739s, input_fired_time: 1.2490396500, output_fired_time: 0.0000000000, propagate_forward_time: 74.0065917969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7715377808
validation[          , genome 16749] predictions:    9877/  10000 (98.77%), best:    9884/10000 (98.84%), error:       398.53958, best error:       370.39441 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 967.6323242188s, input_fired_time: 9.9848527908, output_fired_time: 10.3881244659, propagate_forward_time: 362.2988891602, propagate_backward_time: 574.6349487305, weight_update_time: 1.0420686007, other_time: 10.3255004883
epoch time: 76.9843368530s, input_fired_time: 1.2460142374, output_fired_time: 0.0000000000, propagate_forward_time: 73.9898071289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7485122681
validation[          , genome 16749] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       359.76468, best error:       359.76468 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 972.7846069336s, input_fired_time: 10.0201339722, output_fired_time: 10.4225091934, propagate_forward_time: 365.7077941895, propagate_backward_time: 576.3712158203, weight_update_time: 1.0448703766, other_time: 10.2629394531
epoch time: 76.2592697144s, input_fired_time: 1.2381657362, output_fired_time: 0.0000000000, propagate_forward_time: 73.2660751343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7550277710
validation[          , genome 16749] predictions:    9888/  10000 (98.88%), best:    9893/10000 (98.93%), error:       363.42200, best error:       359.76468 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 981.3546752930s, input_fired_time: 10.0403175354, output_fired_time: 10.4217042923, propagate_forward_time: 370.6553039551, propagate_backward_time: 580.1145629883, weight_update_time: 1.0466783047, other_time: 10.1227416992
epoch time: 77.1845245361s, input_fired_time: 1.2524529696, output_fired_time: 0.0000000000, propagate_forward_time: 74.1886978149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7433700562
validation[          , genome 16749] predictions:    9889/  10000 (98.89%), best:    9893/10000 (98.93%), error:       376.06696, best error:       359.76468 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 981.1936035156s, input_fired_time: 10.0722255707, output_fired_time: 10.4644212723, propagate_forward_time: 370.5225219727, propagate_backward_time: 579.9486694336, weight_update_time: 1.0470316410, other_time: 10.1857910156
epoch time: 72.2849807739s, input_fired_time: 1.2246077061, output_fired_time: 0.0000000000, propagate_forward_time: 69.1806411743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8797302246
validation[          , genome 16749] predictions:    9881/  10000 (98.81%), best:    9893/10000 (98.93%), error:       377.65656, best error:       359.76468 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 975.4572143555s, input_fired_time: 10.0461597443, output_fired_time: 10.4262237549, propagate_forward_time: 367.4541625977, propagate_backward_time: 577.2713012695, weight_update_time: 1.0516684055, other_time: 10.2593994141
epoch time: 77.5381622314s, input_fired_time: 1.2440731525, output_fired_time: 0.0000000000, propagate_forward_time: 74.5751724243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7189178467
validation[          , genome 16749] predictions:    9880/  10000 (98.80%), best:    9893/10000 (98.93%), error:       383.30258, best error:       359.76468 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 973.8967285156s, input_fired_time: 9.9954462051, output_fired_time: 10.3965539932, propagate_forward_time: 366.6924743652, propagate_backward_time: 576.6426391602, weight_update_time: 1.0537915230, other_time: 10.1696166992
epoch time: 76.9496841431s, input_fired_time: 1.2521194220, output_fired_time: 0.0000000000, propagate_forward_time: 73.9320755005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7654876709
validation[          , genome 16749] predictions:    9883/  10000 (98.83%), best:    9893/10000 (98.93%), error:       388.13968, best error:       359.76468 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 979.6220092773s, input_fired_time: 10.0459957123, output_fired_time: 10.4266681671, propagate_forward_time: 369.1108703613, propagate_backward_time: 579.8784179688, weight_update_time: 1.0478436947, other_time: 10.1600341797
epoch time: 75.9611129761s, input_fired_time: 1.2514812946, output_fired_time: 0.0000000000, propagate_forward_time: 72.9619216919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7477111816
validation[          , genome 16749] predictions:    9883/  10000 (98.83%), best:    9893/10000 (98.93%), error:       374.30115, best error:       359.76468 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 974.0090332031s, input_fired_time: 10.0354537964, output_fired_time: 10.4188127518, propagate_forward_time: 366.5668334961, propagate_backward_time: 576.7725219727, weight_update_time: 1.0409452915, other_time: 10.2153930664
epoch time: 76.1537780762s, input_fired_time: 1.2322577238, output_fired_time: 0.0000000000, propagate_forward_time: 73.1383590698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7831649780
validation[          , genome 16749] predictions:    9882/  10000 (98.82%), best:    9893/10000 (98.93%), error:       384.57059, best error:       359.76468 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 977.0656127930s, input_fired_time: 10.0341043472, output_fired_time: 10.3980522156, propagate_forward_time: 368.4836120605, propagate_backward_time: 577.9620971680, weight_update_time: 1.0399777889, other_time: 10.1876831055
epoch time: 76.3251266479s, input_fired_time: 1.2434034348, output_fired_time: 0.0000000000, propagate_forward_time: 73.3522720337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7294540405
validation[          , genome 16749] predictions:    9887/  10000 (98.87%), best:    9893/10000 (98.93%), error:       364.34906, best error:       359.76468 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 975.9472656250s, input_fired_time: 10.0730657578, output_fired_time: 10.3990087509, propagate_forward_time: 367.3409118652, propagate_backward_time: 577.8600463867, weight_update_time: 1.0433853865, other_time: 10.2742309570
epoch time: 76.7312164307s, input_fired_time: 1.2534440756, output_fired_time: 0.0000000000, propagate_forward_time: 73.6532821655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8244934082
validation[          , genome 16749] predictions:    9891/  10000 (98.91%), best:    9893/10000 (98.93%), error:       380.60663, best error:       359.76468 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 978.3114013672s, input_fired_time: 10.0771341324, output_fired_time: 10.4517631531, propagate_forward_time: 368.3039855957, propagate_backward_time: 579.2316894531, weight_update_time: 1.0475271940, other_time: 10.2468261719
epoch time: 70.2540817261s, input_fired_time: 1.2156549692, output_fired_time: 0.0000000000, propagate_forward_time: 67.1663284302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8721008301
validation[          , genome 16749] predictions:    9878/  10000 (98.78%), best:    9893/10000 (98.93%), error:       380.91992, best error:       359.76468 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 973.5214843750s, input_fired_time: 10.0283565521, output_fired_time: 10.3840198517, propagate_forward_time: 366.8789062500, propagate_backward_time: 576.1276855469, weight_update_time: 1.0319099426, other_time: 10.1024780273
epoch time: 75.8519897461s, input_fired_time: 1.2610151768, output_fired_time: 0.0000000000, propagate_forward_time: 72.7461700439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8448028564
validation[          , genome 16749] predictions:    9863/  10000 (98.63%), best:    9893/10000 (98.93%), error:       477.09021, best error:       359.76468 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 967.7735595703s, input_fired_time: 9.9576225281, output_fired_time: 10.3561725616, propagate_forward_time: 363.0329589844, propagate_backward_time: 574.3057861328, weight_update_time: 1.0336412191, other_time: 10.1209716797
epoch time: 77.0556869507s, input_fired_time: 1.2447069883, output_fired_time: 0.0000000000, propagate_forward_time: 74.0874481201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7235336304
validation[          , genome 16749] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       356.78271, best error:       356.78271 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 958.3566284180s, input_fired_time: 9.9135942459, output_fired_time: 10.3352060318, propagate_forward_time: 357.4908142090, propagate_backward_time: 570.2902832031, weight_update_time: 1.0305378437, other_time: 10.3267822266
epoch time: 77.7191467285s, input_fired_time: 1.2559324503, output_fired_time: 0.0000000000, propagate_forward_time: 74.6528396606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8103713989
validation[          , genome 16749] predictions:    9884/  10000 (98.84%), best:    9890/10000 (98.90%), error:       362.77277, best error:       356.78271 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 980.1945800781s, input_fired_time: 10.1194934845, output_fired_time: 10.4706707001, propagate_forward_time: 369.1105957031, propagate_backward_time: 580.1229858398, weight_update_time: 1.0620522499, other_time: 10.3708496094
epoch time: 75.0334320068s, input_fired_time: 1.2530897856, output_fired_time: 0.0000000000, propagate_forward_time: 71.9459838867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8343582153
validation[          , genome 16749] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       352.87265, best error:       352.87265 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 976.7022705078s, input_fired_time: 10.0780382156, output_fired_time: 10.4454813004, propagate_forward_time: 367.8773498535, propagate_backward_time: 578.0274658203, weight_update_time: 1.0496647358, other_time: 10.2739257813
epoch time: 75.1406250000s, input_fired_time: 1.2388398647, output_fired_time: 0.0000000000, propagate_forward_time: 72.1354217529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7663650513
validation[          , genome 16749] predictions:    9892/  10000 (98.92%), best:    9886/10000 (98.86%), error:       365.78574, best error:       352.87265 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 973.4691162109s, input_fired_time: 10.0281648636, output_fired_time: 10.4137220383, propagate_forward_time: 365.9932250977, propagate_backward_time: 576.8439941406, weight_update_time: 1.0356191397, other_time: 10.1900634766
epoch time: 75.6224822998s, input_fired_time: 1.2600016594, output_fired_time: 0.0000000000, propagate_forward_time: 72.5115737915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8509063721
validation[          , genome 16749] predictions:    9887/  10000 (98.87%), best:    9886/10000 (98.86%), error:       355.14716, best error:       352.87265 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 974.3693847656s, input_fired_time: 10.0320158005, output_fired_time: 10.4142580032, propagate_forward_time: 366.0211791992, propagate_backward_time: 577.6697387695, weight_update_time: 1.0429204702, other_time: 10.2321777344
epoch time: 76.8029174805s, input_fired_time: 1.2536838055, output_fired_time: 0.0000000000, propagate_forward_time: 73.7697830200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7794494629
validation[          , genome 16749] predictions:    9887/  10000 (98.87%), best:    9886/10000 (98.86%), error:       368.40195, best error:       352.87265 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 954.7069091797s, input_fired_time: 9.9433326721, output_fired_time: 10.3329544067, propagate_forward_time: 354.7999877930, propagate_backward_time: 569.1806640625, weight_update_time: 1.0325078964, other_time: 10.4499511719
epoch time: 74.0616226196s, input_fired_time: 1.2421996593, output_fired_time: 0.0000000000, propagate_forward_time: 71.0036468506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8157730103
validation[          , genome 16749] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       352.71820, best error:       352.71820 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 975.1420898438s, input_fired_time: 9.9893550873, output_fired_time: 10.3931283951, propagate_forward_time: 367.1890563965, propagate_backward_time: 577.5207519531, weight_update_time: 1.0343116522, other_time: 10.0498046875
epoch time: 78.1348953247s, input_fired_time: 1.2732940912, output_fired_time: 0.0000000000, propagate_forward_time: 75.0219192505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8396835327
validation[          , genome 16749] predictions:    9889/  10000 (98.89%), best:    9891/10000 (98.91%), error:       366.38577, best error:       352.71820 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 973.5300903320s, input_fired_time: 10.0719041824, output_fired_time: 10.4304962158, propagate_forward_time: 366.3698730469, propagate_backward_time: 576.2885131836, weight_update_time: 1.0454354286, other_time: 10.3693237305
epoch time: 76.5389251709s, input_fired_time: 1.2395825386, output_fired_time: 0.0000000000, propagate_forward_time: 73.5762023926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7231369019
validation[          , genome 16749] predictions:    9887/  10000 (98.87%), best:    9891/10000 (98.91%), error:       357.74945, best error:       352.71820 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 970.5883789063s, input_fired_time: 10.0341310501, output_fired_time: 10.3828563690, propagate_forward_time: 364.8140869141, propagate_backward_time: 575.0707397461, weight_update_time: 1.0419932604, other_time: 10.2865600586
epoch time: 77.5993652344s, input_fired_time: 1.2620267868, output_fired_time: 0.0000000000, propagate_forward_time: 74.5881042480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7492370605
validation[          , genome 16749] predictions:    9888/  10000 (98.88%), best:    9891/10000 (98.91%), error:       355.18219, best error:       352.71820 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 974.5022583008s, input_fired_time: 10.0588426590, output_fired_time: 10.4413623810, propagate_forward_time: 366.6302795410, propagate_backward_time: 577.0416259766, weight_update_time: 1.0493204594, other_time: 10.3302001953
epoch time: 79.0569152832s, input_fired_time: 1.3068749905, output_fired_time: 0.0000000000, propagate_forward_time: 75.8939437866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8560943604
validation[          , genome 16749] predictions:    9888/  10000 (98.88%), best:    9891/10000 (98.91%), error:       353.63397, best error:       352.71820 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 978.3947753906s, input_fired_time: 10.0683002472, output_fired_time: 10.4372262955, propagate_forward_time: 368.8770141602, propagate_backward_time: 578.8352050781, weight_update_time: 1.0473836660, other_time: 10.1770019531
epoch time: 77.3638687134s, input_fired_time: 1.2327569723, output_fired_time: 0.0000000000, propagate_forward_time: 74.4405517578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6905593872
validation[          , genome 16749] predictions:    9885/  10000 (98.85%), best:    9891/10000 (98.91%), error:       366.12241, best error:       352.71820 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 968.3165283203s, input_fired_time: 10.0144271851, output_fired_time: 10.4126091003, propagate_forward_time: 363.2948913574, propagate_backward_time: 574.3458251953, weight_update_time: 1.0332851410, other_time: 10.2487792969
epoch time: 77.4597244263s, input_fired_time: 1.2638252974, output_fired_time: 0.0000000000, propagate_forward_time: 74.3817901611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8141098022
validation[          , genome 16749] predictions:    9888/  10000 (98.88%), best:    9891/10000 (98.91%), error:       368.38422, best error:       352.71820 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 977.1294555664s, input_fired_time: 10.1113643646, output_fired_time: 10.4385795593, propagate_forward_time: 368.3611450195, propagate_backward_time: 577.9030151367, weight_update_time: 1.0515370369, other_time: 10.3153076172
epoch time: 76.9074172974s, input_fired_time: 1.2521514893, output_fired_time: 0.0000000000, propagate_forward_time: 73.8644332886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7908325195
validation[          , genome 16749] predictions:    9893/  10000 (98.93%), best:    9891/10000 (98.91%), error:       358.18304, best error:       352.71820 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 983.6300659180s, input_fired_time: 10.1252040863, output_fired_time: 10.5204706192, propagate_forward_time: 370.4683837891, propagate_backward_time: 582.2525634766, weight_update_time: 1.0567477942, other_time: 10.2634887695
epoch time: 77.4045104980s, input_fired_time: 1.2650868893, output_fired_time: 0.0000000000, propagate_forward_time: 74.3902206421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7492065430
validation[          , genome 16749] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       360.61279, best error:       352.71820 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 975.9679565430s, input_fired_time: 10.0404281616, output_fired_time: 10.4185543060, propagate_forward_time: 367.3846740723, propagate_backward_time: 578.0321655273, weight_update_time: 1.0381535292, other_time: 10.0921020508
epoch time: 73.3022842407s, input_fired_time: 1.2427934408, output_fired_time: 0.0000000000, propagate_forward_time: 70.1394119263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9200820923
validation[          , genome 16749] predictions:    9889/  10000 (98.89%), best:    9891/10000 (98.91%), error:       353.83035, best error:       352.71820 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 974.2944335938s, input_fired_time: 10.0339097977, output_fired_time: 10.4007053375, propagate_forward_time: 367.1518249512, propagate_backward_time: 576.4568481445, weight_update_time: 1.0419944525, other_time: 10.2511596680
epoch time: 76.7934722900s, input_fired_time: 1.2708519697, output_fired_time: 0.0000000000, propagate_forward_time: 73.6921768188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8304443359
validation[          , genome 16749] predictions:    9889/  10000 (98.89%), best:    9891/10000 (98.91%), error:       359.27396, best error:       352.71820 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 969.3511962891s, input_fired_time: 10.0391397476, output_fired_time: 10.4178047180, propagate_forward_time: 362.5556335449, propagate_backward_time: 575.9839477539, weight_update_time: 1.0377864838, other_time: 10.3546752930
epoch time: 76.2099685669s, input_fired_time: 1.2731788158, output_fired_time: 0.0000000000, propagate_forward_time: 73.1540679932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7827224731
validation[          , genome 16749] predictions:    9890/  10000 (98.90%), best:    9891/10000 (98.91%), error:       354.98520, best error:       352.71820 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 977.1179809570s, input_fired_time: 10.0346212387, output_fired_time: 10.4018030167, propagate_forward_time: 368.0873413086, propagate_backward_time: 578.5357055664, weight_update_time: 1.0358697176, other_time: 10.0585327148
epoch time: 76.4419174194s, input_fired_time: 1.2604938745, output_fired_time: 0.0000000000, propagate_forward_time: 73.3950347900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7863922119
validation[          , genome 16749] predictions:    9892/  10000 (98.92%), best:    9891/10000 (98.91%), error:       354.63419, best error:       352.71820 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 970.8628540039s, input_fired_time: 10.0400476456, output_fired_time: 10.4116144180, propagate_forward_time: 363.5866394043, propagate_backward_time: 576.4158325195, weight_update_time: 1.0501631498, other_time: 10.4087524414
epoch time: 78.2629623413s, input_fired_time: 1.2803080082, output_fired_time: 0.0000000000, propagate_forward_time: 75.2328491211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7498016357
validation[          , genome 16749] predictions:    9892/  10000 (98.92%), best:    9891/10000 (98.91%), error:       353.43729, best error:       352.71820 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 975.0271606445s, input_fired_time: 10.0253448486, output_fired_time: 10.4122152328, propagate_forward_time: 367.0752258301, propagate_backward_time: 577.3214721680, weight_update_time: 1.0471458435, other_time: 10.1929321289
epoch time: 77.3407440186s, input_fired_time: 1.2407432795, output_fired_time: 0.0000000000, propagate_forward_time: 74.4005508423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6994476318
validation[          , genome 16749] predictions:    9889/  10000 (98.89%), best:    9891/10000 (98.91%), error:       361.92596, best error:       352.71820 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 972.3781738281s, input_fired_time: 10.0069866180, output_fired_time: 10.4112348557, propagate_forward_time: 365.7879333496, propagate_backward_time: 575.9629516602, weight_update_time: 1.0414432287, other_time: 10.2090454102
epoch time: 77.4249420166s, input_fired_time: 1.2484939098, output_fired_time: 0.0000000000, propagate_forward_time: 74.4567947388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7196502686
validation[          , genome 16749] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       353.21011, best error:       352.71820 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 979.5093383789s, input_fired_time: 10.1144104004, output_fired_time: 10.4795370102, propagate_forward_time: 369.4237365723, propagate_backward_time: 579.1845092773, weight_update_time: 1.0542728901, other_time: 10.3070678711
epoch time: 74.2286071777s, input_fired_time: 1.2262178659, output_fired_time: 0.0000000000, propagate_forward_time: 71.2208175659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7815704346
validation[          , genome 16749] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       346.85208, best error:       346.85208 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 976.3541870117s, input_fired_time: 10.0498962402, output_fired_time: 10.4244489670, propagate_forward_time: 368.2278137207, propagate_backward_time: 577.4787597656, weight_update_time: 1.0405708551, other_time: 10.1733398438
epoch time: 77.0548400879s, input_fired_time: 1.2540606260, output_fired_time: 0.0000000000, propagate_forward_time: 74.0570526123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7437286377
validation[          , genome 16749] predictions:    9893/  10000 (98.93%), best:    9894/10000 (98.94%), error:       351.10522, best error:       346.85208 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 972.2506713867s, input_fired_time: 10.0225410461, output_fired_time: 10.4019403458, propagate_forward_time: 366.0487670898, propagate_backward_time: 575.5639038086, weight_update_time: 1.0374126434, other_time: 10.2135620117
epoch time: 75.0217208862s, input_fired_time: 1.2456208467, output_fired_time: 0.0000000000, propagate_forward_time: 71.9486618042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8274383545
validation[          , genome 16749] predictions:    9893/  10000 (98.93%), best:    9894/10000 (98.94%), error:       347.48224, best error:       346.85208 on epoch:    98, 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: 384.3543395996s, input_fired_time: 6.3211526871, output_fired_time: 0.0000000000, propagate_forward_time: 368.8986206055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.1345520020
best training[          , genome 16749] predictions:   50000/  50000 (100.00%), best:    9894/10000 (98.94%), error:        82.73051, best error:       346.85208 on epoch:    98, 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: 76.1100158691s, input_fired_time: 1.2269362211, output_fired_time: 0.0000000000, propagate_forward_time: 73.1455383301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7375411987
   testing[          , genome 16749] predictions:    9911/  10000 (99.11%), best:    9894/10000 (98.94%), error:       267.19431, best error:       346.85208 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:43:11 (4484): called boinc_finish(0)

</stderr_txt>
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