Nameexact_genome_1512568488_41_6495_0
Workunit2603727
Created7 Dec 2017, 20:08:19 UTC
Sent7 Dec 2017, 20:13:31 UTC
Report deadline20 Dec 2017, 15:54:18 UTC
Received8 Dec 2017, 18:07:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time6 hours 14 min 15 sec
CPU time6 hours 13 min 41 sec
Validate stateValid
Credit3,205.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.61 MB
Peak swap size154.37 MB
Peak disk usage1.26 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
26s, input_fired_time: 0.2585924268, output_fired_time: 0.0000000000, propagate_forward_time: 15.9244928360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6527566910
validation[          , genome  6495] predictions:    9707/  10000 (97.07%), best:    9746/10000 (97.46%), error:       940.77057, best error:       861.93958 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 206.0726318359s, input_fired_time: 2.2722284794, output_fired_time: 1.6752573252, propagate_forward_time: 79.7643966675, propagate_backward_time: 118.6998977661, weight_update_time: 0.1683374196, other_time: 3.6608428955
epoch time: 16.9535980225s, input_fired_time: 0.2659623623, output_fired_time: 0.0000000000, propagate_forward_time: 16.0311031342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6565322876
validation[          , genome  6495] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       820.49084, best error:       820.49084 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 203.8023071289s, input_fired_time: 2.2790749073, output_fired_time: 1.6670887470, propagate_forward_time: 78.8660354614, propagate_backward_time: 117.2863235474, weight_update_time: 0.1661584973, other_time: 3.7037963867
epoch time: 16.9686012268s, input_fired_time: 0.2640210688, output_fired_time: 0.0000000000, propagate_forward_time: 16.0419292450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6626510620
validation[          , genome  6495] predictions:    9738/  10000 (97.38%), best:    9748/10000 (97.48%), error:       903.06036, best error:       820.49084 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 205.7289428711s, input_fired_time: 2.2734389305, output_fired_time: 1.6715850830, propagate_forward_time: 79.7112197876, propagate_backward_time: 118.3303680420, weight_update_time: 0.1693518460, other_time: 3.7423324585
epoch time: 16.9395980835s, input_fired_time: 0.2678776383, output_fired_time: 0.0000000000, propagate_forward_time: 16.0026378632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6690826416
validation[          , genome  6495] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       985.12122, best error:       820.49084 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 204.2652435303s, input_fired_time: 2.2638494968, output_fired_time: 1.6601868868, propagate_forward_time: 79.2249984741, propagate_backward_time: 117.4611358643, weight_update_time: 0.1656345725, other_time: 3.6550674438
epoch time: 16.8926963806s, input_fired_time: 0.2689551115, output_fired_time: 0.0000000000, propagate_forward_time: 15.9622917175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6614494324
validation[          , genome  6495] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       800.38391, best error:       800.38391 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 204.0166778564s, input_fired_time: 2.2598798275, output_fired_time: 1.6652628183, propagate_forward_time: 78.9521636963, propagate_backward_time: 117.4753265381, weight_update_time: 0.1674280465, other_time: 3.6640472412
epoch time: 16.8968601227s, input_fired_time: 0.2617051899, output_fired_time: 0.0000000000, propagate_forward_time: 15.9778461456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6573085785
validation[          , genome  6495] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       818.91675, best error:       800.38391 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 198.9864349365s, input_fired_time: 2.2211997509, output_fired_time: 1.6131620407, propagate_forward_time: 77.2592544556, propagate_backward_time: 114.2996215820, weight_update_time: 0.1636607796, other_time: 3.5931930542
epoch time: 16.8770465851s, input_fired_time: 0.2620773613, output_fired_time: 0.0000000000, propagate_forward_time: 15.9550027847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6599664688
validation[          , genome  6495] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       835.36127, best error:       800.38391 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 206.4598388672s, input_fired_time: 2.2592427731, output_fired_time: 1.6702342033, propagate_forward_time: 79.9653854370, propagate_backward_time: 118.8913192749, weight_update_time: 0.1687925756, other_time: 3.6736602783
epoch time: 16.8874931335s, input_fired_time: 0.2636299133, output_fired_time: 0.0000000000, propagate_forward_time: 15.9772996902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6465635300
validation[          , genome  6495] predictions:    9688/  10000 (96.88%), best:    9759/10000 (97.59%), error:       982.04401, best error:       800.38391 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 204.9941864014s, input_fired_time: 2.2493283749, output_fired_time: 1.6615517139, propagate_forward_time: 79.4141845703, propagate_backward_time: 118.0247116089, weight_update_time: 0.1658874303, other_time: 3.6444168091
epoch time: 16.8287258148s, input_fired_time: 0.2639648020, output_fired_time: 0.0000000000, propagate_forward_time: 15.9149074554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6498527527
validation[          , genome  6495] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       767.89032, best error:       767.89032 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 201.5461730957s, input_fired_time: 2.2327184677, output_fired_time: 1.6309107542, propagate_forward_time: 78.0708618164, propagate_backward_time: 115.9802017212, weight_update_time: 0.1652699262, other_time: 3.6314926147
epoch time: 16.9256496429s, input_fired_time: 0.2639995813, output_fired_time: 0.0000000000, propagate_forward_time: 15.9934978485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6681518555
validation[          , genome  6495] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       831.48785, best error:       767.89032 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 206.0158691406s, input_fired_time: 2.2631640434, output_fired_time: 1.6628365517, propagate_forward_time: 79.6306457520, propagate_backward_time: 118.8024902344, weight_update_time: 0.1686208248, other_time: 3.6567230225
epoch time: 16.9275436401s, input_fired_time: 0.2653782964, output_fired_time: 0.0000000000, propagate_forward_time: 16.0035552979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6586093903
validation[          , genome  6495] predictions:    9729/  10000 (97.29%), best:    9776/10000 (97.76%), error:       875.88599, best error:       767.89032 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 206.8209991455s, input_fired_time: 2.2815787792, output_fired_time: 1.6773686409, propagate_forward_time: 79.9504013062, propagate_backward_time: 119.2328567505, weight_update_time: 0.1691413522, other_time: 3.6787872314
epoch time: 16.9331588745s, input_fired_time: 0.2640621662, output_fired_time: 0.0000000000, propagate_forward_time: 16.0099334717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6591625214
validation[          , genome  6495] predictions:    9768/  10000 (97.68%), best:    9776/10000 (97.76%), error:       791.18872, best error:       767.89032 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 205.6488952637s, input_fired_time: 2.2747879028, output_fired_time: 1.6583513021, propagate_forward_time: 79.6974563599, propagate_backward_time: 118.3621139526, weight_update_time: 0.1659995168, other_time: 3.6561889648
epoch time: 16.9548702240s, input_fired_time: 0.2694907486, output_fired_time: 0.0000000000, propagate_forward_time: 16.0142459869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6711330414
validation[          , genome  6495] predictions:    9779/  10000 (97.79%), best:    9776/10000 (97.76%), error:       782.12579, best error:       767.89032 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 206.4429321289s, input_fired_time: 2.2884552479, output_fired_time: 1.6717457771, propagate_forward_time: 79.9843902588, propagate_backward_time: 118.8195190430, weight_update_time: 0.1692255437, other_time: 3.6788177490
epoch time: 16.7778911591s, input_fired_time: 0.2649083138, output_fired_time: 0.0000000000, propagate_forward_time: 15.8556690216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6573143005
validation[          , genome  6495] predictions:    9739/  10000 (97.39%), best:    9776/10000 (97.76%), error:       865.11609, best error:       767.89032 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 206.7444458008s, input_fired_time: 2.2859287262, output_fired_time: 1.6760375500, propagate_forward_time: 80.1228103638, propagate_backward_time: 118.9653701782, weight_update_time: 0.1678704917, other_time: 3.6942901611
epoch time: 16.8527870178s, input_fired_time: 0.2630841732, output_fired_time: 0.0000000000, propagate_forward_time: 15.9236125946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6660900116
validation[          , genome  6495] predictions:    9741/  10000 (97.41%), best:    9776/10000 (97.76%), error:       812.97601, best error:       767.89032 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 206.9990081787s, input_fired_time: 2.2876574993, output_fired_time: 1.6686912775, propagate_forward_time: 80.3253250122, propagate_backward_time: 119.0323562622, weight_update_time: 0.1667011082, other_time: 3.6849822998
epoch time: 16.9096450806s, input_fired_time: 0.2657684982, output_fired_time: 0.0000000000, propagate_forward_time: 15.9914140701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6524629593
validation[          , genome  6495] predictions:    9739/  10000 (97.39%), best:    9776/10000 (97.76%), error:       859.16962, best error:       767.89032 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 206.0150909424s, input_fired_time: 2.2788319588, output_fired_time: 1.6724846363, propagate_forward_time: 79.8174514771, propagate_backward_time: 118.5524673462, weight_update_time: 0.1679303795, other_time: 3.6938476562
epoch time: 16.9149932861s, input_fired_time: 0.2626219988, output_fired_time: 0.0000000000, propagate_forward_time: 15.9979982376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6543722153
validation[          , genome  6495] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       740.52563, best error:       740.52563 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 200.5759429932s, input_fired_time: 2.2478382587, output_fired_time: 1.6387627125, propagate_forward_time: 77.6572952271, propagate_backward_time: 115.3842391968, weight_update_time: 0.1647345871, other_time: 3.6478118896
epoch time: 16.8219795227s, input_fired_time: 0.2617129683, output_fired_time: 0.0000000000, propagate_forward_time: 15.9029941559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6572723389
validation[          , genome  6495] predictions:    9722/  10000 (97.22%), best:    9789/10000 (97.89%), error:       887.10364, best error:       740.52563 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 203.3061981201s, input_fired_time: 2.2583992481, output_fired_time: 1.6476790905, propagate_forward_time: 78.7214660645, propagate_backward_time: 117.0773239136, weight_update_time: 0.1658004224, other_time: 3.6013412476
epoch time: 16.3650493622s, input_fired_time: 0.2612982690, output_fired_time: 0.0000000000, propagate_forward_time: 15.4542293549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6495208740
validation[          , genome  6495] predictions:    9760/  10000 (97.60%), best:    9789/10000 (97.89%), error:       787.02466, best error:       740.52563 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 205.6066436768s, input_fired_time: 2.2706956863, output_fired_time: 1.6592272520, propagate_forward_time: 79.7387008667, propagate_backward_time: 118.2985305786, weight_update_time: 0.1663235724, other_time: 3.6394958496
epoch time: 16.9295578003s, input_fired_time: 0.2695720494, output_fired_time: 0.0000000000, propagate_forward_time: 15.9958457947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6641407013
validation[          , genome  6495] predictions:    9727/  10000 (97.27%), best:    9789/10000 (97.89%), error:       861.25360, best error:       740.52563 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 202.5564575195s, input_fired_time: 2.2503206730, output_fired_time: 1.6487585306, propagate_forward_time: 78.3291015625, propagate_backward_time: 116.6933364868, weight_update_time: 0.1662778109, other_time: 3.6349411011
epoch time: 16.8817672729s, input_fired_time: 0.2623318136, output_fired_time: 0.0000000000, propagate_forward_time: 15.9710502625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6483860016
validation[          , genome  6495] predictions:    9774/  10000 (97.74%), best:    9789/10000 (97.89%), error:       753.07129, best error:       740.52563 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 202.8297271729s, input_fired_time: 2.2543008327, output_fired_time: 1.6399949789, propagate_forward_time: 78.4481506348, propagate_backward_time: 116.8694763184, weight_update_time: 0.1641893536, other_time: 3.6177978516
epoch time: 16.9356460571s, input_fired_time: 0.2652945220, output_fired_time: 0.0000000000, propagate_forward_time: 16.0047721863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655788422
validation[          , genome  6495] predictions:    9771/  10000 (97.71%), best:    9789/10000 (97.89%), error:       767.68799, best error:       740.52563 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 198.5495147705s, input_fired_time: 2.2314925194, output_fired_time: 1.6277838945, propagate_forward_time: 76.8452148438, propagate_backward_time: 114.2916793823, weight_update_time: 0.1596793234, other_time: 3.5533523560
epoch time: 16.8864574432s, input_fired_time: 0.2651949823, output_fired_time: 0.0000000000, propagate_forward_time: 15.9694728851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6517887115
validation[          , genome  6495] predictions:    9758/  10000 (97.58%), best:    9789/10000 (97.89%), error:       860.32214, best error:       740.52563 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 201.0190277100s, input_fired_time: 2.2524142265, output_fired_time: 1.6357587576, propagate_forward_time: 77.8492050171, propagate_backward_time: 115.6836395264, weight_update_time: 0.1643471122, other_time: 3.5980148315
epoch time: 16.9201507568s, input_fired_time: 0.2670872509, output_fired_time: 0.0000000000, propagate_forward_time: 15.9936075211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594552994
validation[          , genome  6495] predictions:    9745/  10000 (97.45%), best:    9789/10000 (97.89%), error:       911.93011, best error:       740.52563 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 206.2663574219s, input_fired_time: 2.2856619358, output_fired_time: 1.6661156416, propagate_forward_time: 79.8670654297, propagate_backward_time: 118.7570419312, weight_update_time: 0.1691880673, other_time: 3.6904678345
epoch time: 16.8857078552s, input_fired_time: 0.2682328522, output_fired_time: 0.0000000000, propagate_forward_time: 15.9617023468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6557731628
validation[          , genome  6495] predictions:    9780/  10000 (97.80%), best:    9789/10000 (97.89%), error:       796.92719, best error:       740.52563 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 206.8574066162s, input_fired_time: 2.2895200253, output_fired_time: 1.6817028522, propagate_forward_time: 79.9921646118, propagate_backward_time: 119.2057418823, weight_update_time: 0.1683147103, other_time: 3.6882781982
epoch time: 16.9176406860s, input_fired_time: 0.2666566074, output_fired_time: 0.0000000000, propagate_forward_time: 15.9954061508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6555776596
validation[          , genome  6495] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       688.79822, best error:       688.79822 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 196.7422637939s, input_fired_time: 2.2335629463, output_fired_time: 1.6018307209, propagate_forward_time: 76.1839828491, propagate_backward_time: 113.1506347656, weight_update_time: 0.1605289578, other_time: 3.5722427368
epoch time: 16.9064464569s, input_fired_time: 0.2670582533, output_fired_time: 0.0000000000, propagate_forward_time: 15.9907159805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6486730576
validation[          , genome  6495] predictions:    9738/  10000 (97.38%), best:    9773/10000 (97.73%), error:       869.50702, best error:       688.79822 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 206.1293792725s, input_fired_time: 2.2981231213, output_fired_time: 1.6625778675, propagate_forward_time: 79.9655380249, propagate_backward_time: 118.5681152344, weight_update_time: 0.1665073484, other_time: 3.6350173950
epoch time: 16.3551082611s, input_fired_time: 0.2632956505, output_fired_time: 0.0000000000, propagate_forward_time: 15.4275646210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6642475128
validation[          , genome  6495] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       782.25922, best error:       688.79822 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 206.6762390137s, input_fired_time: 2.3104803562, output_fired_time: 1.6745033264, propagate_forward_time: 80.0699539185, propagate_backward_time: 118.9301605225, weight_update_time: 0.1680576056, other_time: 3.6911392212
epoch time: 17.0134468079s, input_fired_time: 0.2650429606, output_fired_time: 0.0000000000, propagate_forward_time: 16.0908946991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6575088501
validation[          , genome  6495] predictions:    9740/  10000 (97.40%), best:    9773/10000 (97.73%), error:       807.38763, best error:       688.79822 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 206.6594696045s, input_fired_time: 2.2956409454, output_fired_time: 1.6648304462, propagate_forward_time: 80.1289367676, propagate_backward_time: 118.9062271118, weight_update_time: 0.1664347649, other_time: 3.6638412476
epoch time: 16.9317684174s, input_fired_time: 0.2708944082, output_fired_time: 0.0000000000, propagate_forward_time: 16.0084171295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6524562836
validation[          , genome  6495] predictions:    9770/  10000 (97.70%), best:    9773/10000 (97.73%), error:       742.43286, best error:       688.79822 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 205.9127960205s, input_fired_time: 2.2965862751, output_fired_time: 1.6652419567, propagate_forward_time: 79.7953643799, propagate_backward_time: 118.4939422607, weight_update_time: 0.1667748839, other_time: 3.6616668701
epoch time: 16.9086360931s, input_fired_time: 0.2671748400, output_fired_time: 0.0000000000, propagate_forward_time: 15.9810829163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6603775024
validation[          , genome  6495] predictions:    9780/  10000 (97.80%), best:    9773/10000 (97.73%), error:       724.61322, best error:       688.79822 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 203.8328857422s, input_fired_time: 2.2800142765, output_fired_time: 1.6536256075, propagate_forward_time: 78.9296188354, propagate_backward_time: 117.3030471802, weight_update_time: 0.1666303724, other_time: 3.6665802002
epoch time: 16.9387645721s, input_fired_time: 0.2677100599, output_fired_time: 0.0000000000, propagate_forward_time: 16.0142059326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6568489075
validation[          , genome  6495] predictions:    9776/  10000 (97.76%), best:    9773/10000 (97.73%), error:       742.70361, best error:       688.79822 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 205.8256378174s, input_fired_time: 2.2894337177, output_fired_time: 1.6681404114, propagate_forward_time: 79.7579040527, propagate_backward_time: 118.4530792236, weight_update_time: 0.1669420302, other_time: 3.6570892334
epoch time: 16.9247760773s, input_fired_time: 0.2673583627, output_fired_time: 0.0000000000, propagate_forward_time: 16.0027542114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6546630859
validation[          , genome  6495] predictions:    9718/  10000 (97.18%), best:    9773/10000 (97.73%), error:       916.41016, best error:       688.79822 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 201.3530426025s, input_fired_time: 2.2594187260, output_fired_time: 1.6326371431, propagate_forward_time: 77.9190063477, propagate_backward_time: 115.9272079468, weight_update_time: 0.1641908139, other_time: 3.6147689819
epoch time: 16.8223533630s, input_fired_time: 0.2713791728, output_fired_time: 0.0000000000, propagate_forward_time: 15.8973379135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6536359787
validation[          , genome  6495] predictions:    9758/  10000 (97.58%), best:    9773/10000 (97.73%), error:       794.86713, best error:       688.79822 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 204.2595367432s, input_fired_time: 2.2825808525, output_fired_time: 1.6487601995, propagate_forward_time: 79.1010131836, propagate_backward_time: 117.5853347778, weight_update_time: 0.1665680557, other_time: 3.6418533325
epoch time: 16.5231342316s, input_fired_time: 0.2650431097, output_fired_time: 0.0000000000, propagate_forward_time: 15.6088314056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6492595673
validation[          , genome  6495] predictions:    9774/  10000 (97.74%), best:    9773/10000 (97.73%), error:       747.46564, best error:       688.79822 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 205.7092285156s, input_fired_time: 2.2864515781, output_fired_time: 1.6634367704, propagate_forward_time: 79.7446136475, propagate_backward_time: 118.3768844604, weight_update_time: 0.1666138172, other_time: 3.6378402710
epoch time: 16.9349460602s, input_fired_time: 0.2675984800, output_fired_time: 0.0000000000, propagate_forward_time: 16.0124168396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6549301147
validation[          , genome  6495] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       868.37781, best error:       688.79822 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 206.4601287842s, input_fired_time: 2.2931160927, output_fired_time: 1.6693228483, propagate_forward_time: 79.9828414917, propagate_backward_time: 118.9180145264, weight_update_time: 0.1669107229, other_time: 3.5968246460
epoch time: 16.0853385925s, input_fired_time: 0.2574387491, output_fired_time: 0.0000000000, propagate_forward_time: 15.1900539398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378459930
validation[          , genome  6495] predictions:    9779/  10000 (97.79%), best:    9773/10000 (97.73%), error:       768.77142, best error:       688.79822 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 204.7485809326s, input_fired_time: 2.2909917831, output_fired_time: 1.6625466347, propagate_forward_time: 79.2517242432, propagate_backward_time: 117.9220123291, weight_update_time: 0.1651724875, other_time: 3.6213073730
epoch time: 16.9180049896s, input_fired_time: 0.2711381316, output_fired_time: 0.0000000000, propagate_forward_time: 15.9930400848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6538276672
validation[          , genome  6495] predictions:    9762/  10000 (97.62%), best:    9773/10000 (97.73%), error:       765.17963, best error:       688.79822 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 206.5744476318s, input_fired_time: 2.3062586784, output_fired_time: 1.6776092052, propagate_forward_time: 79.9817504883, propagate_backward_time: 118.9614028931, weight_update_time: 0.1685467064, other_time: 3.6474227905
epoch time: 16.9395046234s, input_fired_time: 0.2707228363, output_fired_time: 0.0000000000, propagate_forward_time: 16.0103473663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6584339142
validation[          , genome  6495] predictions:    9771/  10000 (97.71%), best:    9773/10000 (97.73%), error:       762.02197, best error:       688.79822 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 206.0755462646s, input_fired_time: 2.3001377583, output_fired_time: 1.6693102121, propagate_forward_time: 79.8327484131, propagate_backward_time: 118.6456451416, weight_update_time: 0.1664935499, other_time: 3.6277008057
epoch time: 16.9071884155s, input_fired_time: 0.2680296004, output_fired_time: 0.0000000000, propagate_forward_time: 15.9882564545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6509017944
validation[          , genome  6495] predictions:    9700/  10000 (97.00%), best:    9773/10000 (97.73%), error:      1015.23840, best error:       688.79822 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 206.4084777832s, input_fired_time: 2.3014533520, output_fired_time: 1.6684398651, propagate_forward_time: 79.9891738892, propagate_backward_time: 118.8134918213, weight_update_time: 0.1680736989, other_time: 3.6359176636
epoch time: 16.9182109833s, input_fired_time: 0.2721544206, output_fired_time: 0.0000000000, propagate_forward_time: 15.9890556335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6570014954
validation[          , genome  6495] predictions:    9775/  10000 (97.75%), best:    9773/10000 (97.73%), error:       756.49084, best error:       688.79822 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 199.2058563232s, input_fired_time: 2.2659397125, output_fired_time: 1.6373250484, propagate_forward_time: 77.0323486328, propagate_backward_time: 114.6489105225, weight_update_time: 0.1633692533, other_time: 3.6213226318
epoch time: 16.9175777435s, input_fired_time: 0.2674345076, output_fired_time: 0.0000000000, propagate_forward_time: 15.9970092773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6531333923
validation[          , genome  6495] predictions:    9756/  10000 (97.56%), best:    9773/10000 (97.73%), error:       758.33484, best error:       688.79822 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 203.0282592773s, input_fired_time: 2.2866592407, output_fired_time: 1.6472061872, propagate_forward_time: 78.7102966309, propagate_backward_time: 116.7371597290, weight_update_time: 0.1659583598, other_time: 3.6469497681
epoch time: 16.6408786774s, input_fired_time: 0.2662919462, output_fired_time: 0.0000000000, propagate_forward_time: 15.7193908691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6551952362
validation[          , genome  6495] predictions:    9783/  10000 (97.83%), best:    9773/10000 (97.73%), error:       727.77856, best error:       688.79822 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 204.8083190918s, input_fired_time: 2.3021931648, output_fired_time: 1.6753704548, propagate_forward_time: 79.2786636353, propagate_backward_time: 117.9192581177, weight_update_time: 0.1664634049, other_time: 3.6328277588
epoch time: 16.9434833527s, input_fired_time: 0.2687160373, output_fired_time: 0.0000000000, propagate_forward_time: 16.0204620361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6543045044
validation[          , genome  6495] predictions:    9736/  10000 (97.36%), best:    9773/10000 (97.73%), error:       910.34070, best error:       688.79822 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 206.1594696045s, input_fired_time: 2.3004815578, output_fired_time: 1.6621388197, propagate_forward_time: 79.8388900757, propagate_backward_time: 118.7024383545, weight_update_time: 0.1670335233, other_time: 3.6555252075
epoch time: 16.9533214569s, input_fired_time: 0.2735286355, output_fired_time: 0.0000000000, propagate_forward_time: 16.0160923004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6637001038
validation[          , genome  6495] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       790.80023, best error:       688.79822 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 204.8983459473s, input_fired_time: 2.3116493225, output_fired_time: 1.6626527309, propagate_forward_time: 79.4224395752, propagate_backward_time: 117.8152618408, weight_update_time: 0.1673747003, other_time: 3.6863403320
epoch time: 16.9599514008s, input_fired_time: 0.2761488855, output_fired_time: 0.0000000000, propagate_forward_time: 16.0285968781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6552047729
validation[          , genome  6495] predictions:    9775/  10000 (97.75%), best:    9773/10000 (97.73%), error:       764.92133, best error:       688.79822 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 204.7182922363s, input_fired_time: 2.3045847416, output_fired_time: 1.6568875313, propagate_forward_time: 79.3813476562, propagate_backward_time: 117.6952438354, weight_update_time: 0.1697059423, other_time: 3.6802291870
epoch time: 17.3285179138s, input_fired_time: 0.2788365781, output_fired_time: 0.0000000000, propagate_forward_time: 16.3631744385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6865062714
validation[          , genome  6495] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       882.14868, best error:       688.79822 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 203.7704620361s, input_fired_time: 2.3042054176, output_fired_time: 1.6556565762, propagate_forward_time: 79.0384292603, propagate_backward_time: 117.1183471680, weight_update_time: 0.1655767858, other_time: 3.6538314819
epoch time: 17.2261295319s, input_fired_time: 0.2759295702, output_fired_time: 0.0000000000, propagate_forward_time: 16.2769393921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6732597351
validation[          , genome  6495] predictions:    9792/  10000 (97.92%), best:    9773/10000 (97.73%), error:       747.28235, best error:       688.79822 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 207.1082611084s, input_fired_time: 2.3371427059, output_fired_time: 1.6837093830, propagate_forward_time: 80.2342987061, propagate_backward_time: 119.1522064209, weight_update_time: 0.1671938747, other_time: 3.7008972168
epoch time: 16.9468078613s, input_fired_time: 0.2735643685, output_fired_time: 0.0000000000, propagate_forward_time: 16.0116920471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6615505219
validation[          , genome  6495] predictions:    9789/  10000 (97.89%), best:    9773/10000 (97.73%), error:       734.53235, best error:       688.79822 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 205.7204742432s, input_fired_time: 2.3128101826, output_fired_time: 1.6665997505, propagate_forward_time: 79.7884368896, propagate_backward_time: 118.2601318359, weight_update_time: 0.1671987027, other_time: 3.6925048828
epoch time: 16.9627456665s, input_fired_time: 0.2747250795, output_fired_time: 0.0000000000, propagate_forward_time: 16.0275096893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6605110168
validation[          , genome  6495] predictions:    9775/  10000 (97.75%), best:    9773/10000 (97.73%), error:       764.33191, best error:       688.79822 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 204.3265686035s, input_fired_time: 2.3005545139, output_fired_time: 1.6565028429, propagate_forward_time: 79.2331924438, propagate_backward_time: 117.4897155762, weight_update_time: 0.1670920104, other_time: 3.6465988159
epoch time: 17.0526981354s, input_fired_time: 0.2779684961, output_fired_time: 0.0000000000, propagate_forward_time: 16.1037979126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6709308624
validation[          , genome  6495] predictions:    9752/  10000 (97.52%), best:    9773/10000 (97.73%), error:       804.29352, best error:       688.79822 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 206.0798187256s, input_fired_time: 2.3243715763, output_fired_time: 1.6694117785, propagate_forward_time: 79.8068695068, propagate_backward_time: 118.5898208618, weight_update_time: 0.1674258113, other_time: 3.6893386841
epoch time: 16.9771690369s, input_fired_time: 0.2746243775, output_fired_time: 0.0000000000, propagate_forward_time: 16.0336971283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6688480377
validation[          , genome  6495] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       822.53760, best error:       688.79822 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 206.5465393066s, input_fired_time: 2.3226425648, output_fired_time: 1.6785907745, propagate_forward_time: 79.9369506836, propagate_backward_time: 118.9279708862, weight_update_time: 0.1692220867, other_time: 3.6803817749
epoch time: 16.9393806458s, input_fired_time: 0.2735400796, output_fired_time: 0.0000000000, propagate_forward_time: 16.0126438141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6531963348
validation[          , genome  6495] predictions:    9806/  10000 (98.06%), best:    9773/10000 (97.73%), error:       703.36365, best error:       688.79822 on epoch:    39, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 206.5529479980s, input_fired_time: 2.3206107616, output_fired_time: 1.6642723083, propagate_forward_time: 80.0558624268, propagate_backward_time: 118.8310317993, weight_update_time: 0.1671054065, other_time: 3.6811599731
epoch time: 16.8785228729s, input_fired_time: 0.2709919214, output_fired_time: 0.0000000000, propagate_forward_time: 15.9589223862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6486082077
validation[          , genome  6495] predictions:    9767/  10000 (97.67%), best:    9773/10000 (97.73%), error:       797.15247, best error:       688.79822 on epoch:    39, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 206.1969604492s, input_fired_time: 2.3172450066, output_fired_time: 1.6560930014, propagate_forward_time: 79.9351654053, propagate_backward_time: 118.6109848022, weight_update_time: 0.1721463352, other_time: 3.6774673462
epoch time: 16.9204483032s, input_fired_time: 0.2739117146, output_fired_time: 0.0000000000, propagate_forward_time: 15.9952411652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6512947083
validation[          , genome  6495] predictions:    9781/  10000 (97.81%), best:    9773/10000 (97.73%), error:       729.64282, best error:       688.79822 on epoch:    39, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 206.8058166504s, input_fired_time: 2.3315379620, output_fired_time: 1.6832755804, propagate_forward_time: 80.1150207520, propagate_backward_time: 118.9681015015, weight_update_time: 0.1687638164, other_time: 3.7078781128
epoch time: 16.8561649323s, input_fired_time: 0.2734488249, output_fired_time: 0.0000000000, propagate_forward_time: 15.9406032562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6421127319
validation[          , genome  6495] predictions:    9781/  10000 (97.81%), best:    9773/10000 (97.73%), error:       711.73688, best error:       688.79822 on epoch:    39, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 202.3418273926s, input_fired_time: 2.3023896217, output_fired_time: 1.6437145472, propagate_forward_time: 78.3335571289, propagate_backward_time: 116.4228515625, weight_update_time: 0.1643124372, other_time: 3.6393280029
epoch time: 16.8854656219s, input_fired_time: 0.2713992894, output_fired_time: 0.0000000000, propagate_forward_time: 15.9627895355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6512775421
validation[          , genome  6495] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       740.44696, best error:       688.79822 on epoch:    39, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 197.6298522949s, input_fired_time: 2.2625610828, output_fired_time: 1.5991535187, propagate_forward_time: 76.4953765869, propagate_backward_time: 113.6592330933, weight_update_time: 0.1622770131, other_time: 3.6135330200
epoch time: 16.9523010254s, input_fired_time: 0.2741313577, output_fired_time: 0.0000000000, propagate_forward_time: 16.0190715790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6590976715
validation[          , genome  6495] predictions:    9790/  10000 (97.90%), best:    9773/10000 (97.73%), error:       704.77203, best error:       688.79822 on epoch:    39, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 196.5167388916s, input_fired_time: 2.2602610588, output_fired_time: 1.6072833538, propagate_forward_time: 76.0465393066, propagate_backward_time: 113.0076065063, weight_update_time: 0.1609019190, other_time: 3.5950546265
epoch time: 16.9268379211s, input_fired_time: 0.2736013532, output_fired_time: 0.0000000000, propagate_forward_time: 15.9931821823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600542068
validation[          , genome  6495] predictions:    9791/  10000 (97.91%), best:    9773/10000 (97.73%), error:       696.32892, best error:       688.79822 on epoch:    39, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 197.3790740967s, input_fired_time: 2.2760839462, output_fired_time: 1.6099778414, propagate_forward_time: 76.4469375610, propagate_backward_time: 113.4458541870, weight_update_time: 0.1601849198, other_time: 3.6002197266
epoch time: 15.3439311981s, input_fired_time: 0.2595900297, output_fired_time: 0.0000000000, propagate_forward_time: 14.4534378052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309032440
validation[          , genome  6495] predictions:    9788/  10000 (97.88%), best:    9773/10000 (97.73%), error:       710.34601, best error:       688.79822 on epoch:    39, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 201.1282348633s, input_fired_time: 2.2891302109, output_fired_time: 1.6344394684, propagate_forward_time: 77.9463729858, propagate_backward_time: 115.6514739990, weight_update_time: 0.1642560363, other_time: 3.6068191528
epoch time: 16.9527187347s, input_fired_time: 0.2761601508, output_fired_time: 0.0000000000, propagate_forward_time: 16.0196895599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6568698883
validation[          , genome  6495] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       686.88232, best error:       686.88232 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 199.7053222656s, input_fired_time: 2.2840759754, output_fired_time: 1.6300307512, propagate_forward_time: 77.3753585815, propagate_backward_time: 114.8153686523, weight_update_time: 0.1624081731, other_time: 3.6004867554
epoch time: 16.8572235107s, input_fired_time: 0.2749463618, output_fired_time: 0.0000000000, propagate_forward_time: 15.9212913513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6609859467
validation[          , genome  6495] predictions:    9800/  10000 (98.00%), best:    9797/10000 (97.97%), error:       688.07477, best error:       686.88232 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 205.0977630615s, input_fired_time: 2.3199996948, output_fired_time: 1.6677662134, propagate_forward_time: 79.3726959229, propagate_backward_time: 118.1083068848, weight_update_time: 0.1661828309, other_time: 3.6289978027
epoch time: 16.9313125610s, input_fired_time: 0.2737352252, output_fired_time: 0.0000000000, propagate_forward_time: 16.0062866211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6512908936
validation[          , genome  6495] predictions:    9777/  10000 (97.77%), best:    9797/10000 (97.97%), error:       735.53265, best error:       686.88232 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 206.9072570801s, input_fired_time: 2.3336498737, output_fired_time: 1.6792420149, propagate_forward_time: 80.1249313354, propagate_backward_time: 119.1182785034, weight_update_time: 0.1682384461, other_time: 3.6511535645
epoch time: 16.9046840668s, input_fired_time: 0.2744374275, output_fired_time: 0.0000000000, propagate_forward_time: 15.9838724136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463747025
validation[          , genome  6495] predictions:    9789/  10000 (97.89%), best:    9797/10000 (97.97%), error:       713.23077, best error:       686.88232 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 206.7011413574s, input_fired_time: 2.3287732601, output_fired_time: 1.6699098349, propagate_forward_time: 79.8972854614, propagate_backward_time: 119.1621093750, weight_update_time: 0.1686096638, other_time: 3.6430740356
epoch time: 16.9044666290s, input_fired_time: 0.2741526067, output_fired_time: 0.0000000000, propagate_forward_time: 15.9765853882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6537284851
validation[          , genome  6495] predictions:    9782/  10000 (97.82%), best:    9797/10000 (97.97%), error:       753.07727, best error:       686.88232 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 205.8919067383s, input_fired_time: 2.3204877377, output_fired_time: 1.6589771509, propagate_forward_time: 79.6410140991, propagate_backward_time: 118.6092681885, weight_update_time: 0.1681691706, other_time: 3.6621627808
epoch time: 15.3459644318s, input_fired_time: 0.2593920529, output_fired_time: 0.0000000000, propagate_forward_time: 14.4516992569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348733902
validation[          , genome  6495] predictions:    9784/  10000 (97.84%), best:    9797/10000 (97.97%), error:       733.56927, best error:       686.88232 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 206.7508087158s, input_fired_time: 2.3331923485, output_fired_time: 1.6782009602, propagate_forward_time: 79.9567947388, propagate_backward_time: 119.1069107056, weight_update_time: 0.1691558063, other_time: 3.6757049561
epoch time: 16.9660625458s, input_fired_time: 0.2753748000, output_fired_time: 0.0000000000, propagate_forward_time: 16.0323276520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6583595276
validation[          , genome  6495] predictions:    9769/  10000 (97.69%), best:    9797/10000 (97.97%), error:       765.75275, best error:       686.88232 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 206.8577575684s, input_fired_time: 2.3472557068, output_fired_time: 1.6751797199, propagate_forward_time: 80.1259765625, propagate_backward_time: 119.0093841553, weight_update_time: 0.1690402925, other_time: 3.6999511719
epoch time: 16.4694595337s, input_fired_time: 0.2773284018, output_fired_time: 0.0000000000, propagate_forward_time: 15.5207843781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6713466644
validation[          , genome  6495] predictions:    9794/  10000 (97.94%), best:    9797/10000 (97.97%), error:       748.69128, best error:       686.88232 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 206.4636688232s, input_fired_time: 2.3361783028, output_fired_time: 1.6740465164, propagate_forward_time: 79.9695129395, propagate_backward_time: 118.8051910400, weight_update_time: 0.1682455987, other_time: 3.6787414551
epoch time: 16.9558315277s, input_fired_time: 0.2761009634, output_fired_time: 0.0000000000, propagate_forward_time: 16.0254821777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542491913
validation[          , genome  6495] predictions:    9792/  10000 (97.92%), best:    9797/10000 (97.97%), error:       719.47742, best error:       686.88232 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 204.2984771729s, input_fired_time: 2.3157331944, output_fired_time: 1.6502151489, propagate_forward_time: 79.2058563232, propagate_backward_time: 117.4711685181, weight_update_time: 0.1668866873, other_time: 3.6554946899
epoch time: 16.6686878204s, input_fired_time: 0.2722517848, output_fired_time: 0.0000000000, propagate_forward_time: 15.7370786667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6593580246
validation[          , genome  6495] predictions:    9795/  10000 (97.95%), best:    9797/10000 (97.97%), error:       688.46613, best error:       686.88232 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 205.8975830078s, input_fired_time: 2.3258678913, output_fired_time: 1.6738828421, propagate_forward_time: 79.6314468384, propagate_backward_time: 118.6007080078, weight_update_time: 0.1676721275, other_time: 3.6656723022
epoch time: 16.8773155212s, input_fired_time: 0.2758680880, output_fired_time: 0.0000000000, propagate_forward_time: 15.9383621216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6630859375
validation[          , genome  6495] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       683.50537, best error:       683.50537 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 206.3051147461s, input_fired_time: 2.3370609283, output_fired_time: 1.6711308956, propagate_forward_time: 79.8482894897, propagate_backward_time: 118.7524795532, weight_update_time: 0.1704426110, other_time: 3.6961517334
epoch time: 16.9316558838s, input_fired_time: 0.2790688872, output_fired_time: 0.0000000000, propagate_forward_time: 15.9819993973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6705884933
validation[          , genome  6495] predictions:    9794/  10000 (97.94%), best:    9793/10000 (97.93%), error:       725.39056, best error:       683.50537 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 204.6521453857s, input_fired_time: 2.3329784870, output_fired_time: 1.6661390066, propagate_forward_time: 79.1973190308, propagate_backward_time: 117.7975692749, weight_update_time: 0.1681896299, other_time: 3.6581420898
epoch time: 16.9344768524s, input_fired_time: 0.2788522840, output_fired_time: 0.0000000000, propagate_forward_time: 16.0001678467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6554565430
validation[          , genome  6495] predictions:    9774/  10000 (97.74%), best:    9793/10000 (97.93%), error:       783.67767, best error:       683.50537 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 205.5079040527s, input_fired_time: 2.3385446072, output_fired_time: 1.6655927896, propagate_forward_time: 79.5404663086, propagate_backward_time: 118.2671127319, weight_update_time: 0.1680994034, other_time: 3.6961898804
epoch time: 16.9398441315s, input_fired_time: 0.2795507908, output_fired_time: 0.0000000000, propagate_forward_time: 16.0125980377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6476955414
validation[          , genome  6495] predictions:    9796/  10000 (97.96%), best:    9793/10000 (97.93%), error:       689.15857, best error:       683.50537 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 205.6719512939s, input_fired_time: 2.3438713551, output_fired_time: 1.6674344540, propagate_forward_time: 79.7130279541, propagate_backward_time: 118.2582702637, weight_update_time: 0.1656208634, other_time: 3.6893463135
epoch time: 16.9094696045s, input_fired_time: 0.2752185166, output_fired_time: 0.0000000000, propagate_forward_time: 15.9856472015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6486034393
validation[          , genome  6495] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       675.72357, best error:       675.72357 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 203.3836059570s, input_fired_time: 2.3126189709, output_fired_time: 1.6434271336, propagate_forward_time: 78.6264877319, propagate_backward_time: 117.1661682129, weight_update_time: 0.1668084562, other_time: 3.6348953247
epoch time: 16.9411926270s, input_fired_time: 0.2755005360, output_fired_time: 0.0000000000, propagate_forward_time: 16.0111160278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6545753479
validation[          , genome  6495] predictions:    9786/  10000 (97.86%), best:    9807/10000 (98.07%), error:       755.35052, best error:       675.72357 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 206.6697845459s, input_fired_time: 2.3336260319, output_fired_time: 1.6708176136, propagate_forward_time: 79.9959259033, propagate_backward_time: 119.0116043091, weight_update_time: 0.1677452177, other_time: 3.6577987671
epoch time: 16.8619251251s, input_fired_time: 0.2760714889, output_fired_time: 0.0000000000, propagate_forward_time: 15.9352693558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6505842209
validation[          , genome  6495] predictions:    9766/  10000 (97.66%), best:    9807/10000 (98.07%), error:       798.32861, best error:       675.72357 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 202.6483917236s, input_fired_time: 2.3090052605, output_fired_time: 1.6407140493, propagate_forward_time: 78.4809341431, propagate_backward_time: 116.5708312988, weight_update_time: 0.1658454537, other_time: 3.6469039917
epoch time: 16.0317687988s, input_fired_time: 0.2659375966, output_fired_time: 0.0000000000, propagate_forward_time: 15.1245212555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6413097382
validation[          , genome  6495] predictions:    9801/  10000 (98.01%), best:    9807/10000 (98.07%), error:       685.47791, best error:       675.72357 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 200.8169708252s, input_fired_time: 2.2987103462, output_fired_time: 1.6313339472, propagate_forward_time: 77.7809982300, propagate_backward_time: 115.4969406128, weight_update_time: 0.1639112234, other_time: 3.6089935303
epoch time: 16.9508380890s, input_fired_time: 0.2786853909, output_fired_time: 0.0000000000, propagate_forward_time: 16.0113639832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6607894897
validation[          , genome  6495] predictions:    9765/  10000 (97.65%), best:    9807/10000 (98.07%), error:       795.02155, best error:       675.72357 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 206.2270660400s, input_fired_time: 2.3557686806, output_fired_time: 1.6886714697, propagate_forward_time: 80.0450592041, propagate_backward_time: 118.4781188965, weight_update_time: 0.1671035439, other_time: 3.6594390869
epoch time: 16.9409160614s, input_fired_time: 0.2813074887, output_fired_time: 0.0000000000, propagate_forward_time: 16.0000514984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6595573425
validation[          , genome  6495] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       744.68402, best error:       675.72357 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 205.4271240234s, input_fired_time: 2.3347280025, output_fired_time: 1.6652657986, propagate_forward_time: 79.5511016846, propagate_backward_time: 118.2214736938, weight_update_time: 0.1668696254, other_time: 3.6545486450
epoch time: 16.5246219635s, input_fired_time: 0.2745509148, output_fired_time: 0.0000000000, propagate_forward_time: 15.6033620834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6467084885
validation[          , genome  6495] predictions:    9795/  10000 (97.95%), best:    9807/10000 (98.07%), error:       719.73401, best error:       675.72357 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 202.2074279785s, input_fired_time: 2.3089883327, output_fired_time: 1.6401128769, propagate_forward_time: 78.3374938965, propagate_backward_time: 116.2798004150, weight_update_time: 0.1647596657, other_time: 3.6410369873
epoch time: 16.9370002747s, input_fired_time: 0.2767636180, output_fired_time: 0.0000000000, propagate_forward_time: 15.9971647263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6630716324
validation[          , genome  6495] predictions:    9795/  10000 (97.95%), best:    9807/10000 (98.07%), error:       707.83801, best error:       675.72357 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 203.1123199463s, input_fired_time: 2.3231134415, output_fired_time: 1.6467795372, propagate_forward_time: 78.5963058472, propagate_backward_time: 116.9148178101, weight_update_time: 0.1647712737, other_time: 3.6313018799
epoch time: 15.4656963348s, input_fired_time: 0.2624011934, output_fired_time: 0.0000000000, propagate_forward_time: 14.5737380981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6295566559
validation[          , genome  6495] predictions:    9791/  10000 (97.91%), best:    9807/10000 (98.07%), error:       701.72253, best error:       675.72357 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 199.0195922852s, input_fired_time: 2.2911539078, output_fired_time: 1.6180746555, propagate_forward_time: 77.1381683350, propagate_backward_time: 114.3613128662, weight_update_time: 0.1636220068, other_time: 3.6108856201
epoch time: 16.9567127228s, input_fired_time: 0.2809053361, output_fired_time: 0.0000000000, propagate_forward_time: 16.0151023865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6607055664
validation[          , genome  6495] predictions:    9789/  10000 (97.89%), best:    9807/10000 (98.07%), error:       696.57245, best error:       675.72357 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 201.3197631836s, input_fired_time: 2.3074531555, output_fired_time: 1.6328357458, propagate_forward_time: 78.0155868530, propagate_backward_time: 115.7490539551, weight_update_time: 0.1635841727, other_time: 3.6148300171
epoch time: 16.8851261139s, input_fired_time: 0.2757477760, output_fired_time: 0.0000000000, propagate_forward_time: 15.9493722916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600065231
validation[          , genome  6495] predictions:    9776/  10000 (97.76%), best:    9807/10000 (98.07%), error:       728.24719, best error:       675.72357 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 202.6021881104s, input_fired_time: 2.3257966042, output_fired_time: 1.6479384899, propagate_forward_time: 78.6099472046, propagate_backward_time: 116.3937225342, weight_update_time: 0.1645973623, other_time: 3.6247940063
epoch time: 16.9511375427s, input_fired_time: 0.2789881229, output_fired_time: 0.0000000000, propagate_forward_time: 16.0178489685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6543006897
validation[          , genome  6495] predictions:    9779/  10000 (97.79%), best:    9807/10000 (98.07%), error:       735.67957, best error:       675.72357 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 205.2959594727s, input_fired_time: 2.3305940628, output_fired_time: 1.6560471058, propagate_forward_time: 79.5979843140, propagate_backward_time: 118.0966033936, weight_update_time: 0.1655802876, other_time: 3.6147232056
epoch time: 16.7315216064s, input_fired_time: 0.2769030631, output_fired_time: 0.0000000000, propagate_forward_time: 15.8044757843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6501426697
validation[          , genome  6495] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       737.66516, best error:       675.72357 on epoch:    88, 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: 84.1555862427s, input_fired_time: 1.4009335041, output_fired_time: 0.0000000000, propagate_forward_time: 79.3977737427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3568801880
best training[          , genome  6495] predictions:   49791/  50000 (99.58%), best:    9807/10000 (98.07%), error:      1035.40723, best error:       675.72357 on epoch:    88, 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: 16.9510517120s, input_fired_time: 0.2752392292, output_fired_time: 0.0000000000, propagate_forward_time: 16.0158805847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6599311829
   testing[          , genome  6495] predictions:    9806/  10000 (98.06%), best:    9807/10000 (98.07%), error:       621.16125, best error:       675.72357 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:07:24 (72896): called boinc_finish(0)

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