Nameexact_genome_1512568488_43_6989_1
Workunit2606255
Created7 Dec 2017, 23:07:16 UTC
Sent7 Dec 2017, 23:15:55 UTC
Report deadline20 Dec 2017, 20:41:24 UTC
Received8 Dec 2017, 17:00:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time6 hours 12 min 5 sec
CPU time6 hours 7 min 13 sec
Validate stateValid
Credit3,223.18
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.14 MB
Peak swap size154.45 MB
Peak disk usage1.35 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
47s, input_fired_time: 0.2714481652, output_fired_time: 0.0000000000, propagate_forward_time: 15.8840618134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8571262360
validation[          , genome  6989] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       863.83960, best error:       793.41840 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 202.8926086426s, input_fired_time: 2.4459166527, output_fired_time: 1.9160146713, propagate_forward_time: 80.0205078125, propagate_backward_time: 113.6889343262, weight_update_time: 0.2743752301, other_time: 4.8212280273
epoch time: 16.9424629211s, input_fired_time: 0.2705030739, output_fired_time: 0.0000000000, propagate_forward_time: 15.7821254730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8898334503
validation[          , genome  6989] predictions:    9734/  10000 (97.34%), best:    9756/10000 (97.56%), error:       844.94318, best error:       793.41840 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 202.3831481934s, input_fired_time: 2.4528019428, output_fired_time: 1.8931511641, propagate_forward_time: 79.7695159912, propagate_backward_time: 113.4137725830, weight_update_time: 0.2615642548, other_time: 4.8538970947
epoch time: 17.0161762238s, input_fired_time: 0.2745163739, output_fired_time: 0.0000000000, propagate_forward_time: 15.8897714615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8518877029
validation[          , genome  6989] predictions:    9723/  10000 (97.23%), best:    9756/10000 (97.56%), error:       899.55951, best error:       793.41840 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 202.5280609131s, input_fired_time: 2.4434735775, output_fired_time: 1.9044078588, propagate_forward_time: 79.9162292480, propagate_backward_time: 113.4878692627, weight_update_time: 0.2563342154, other_time: 4.7760925293
epoch time: 17.0716037750s, input_fired_time: 0.2755916119, output_fired_time: 0.0000000000, propagate_forward_time: 15.9269599915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8690528870
validation[          , genome  6989] predictions:    9751/  10000 (97.51%), best:    9756/10000 (97.56%), error:       812.06696, best error:       793.41840 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 202.5787353516s, input_fired_time: 2.4535253048, output_fired_time: 1.9190725088, propagate_forward_time: 79.7751312256, propagate_backward_time: 113.6165847778, weight_update_time: 0.2634177804, other_time: 4.8144302368
epoch time: 17.0858383179s, input_fired_time: 0.2748211324, output_fired_time: 0.0000000000, propagate_forward_time: 15.9289541245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8820638657
validation[          , genome  6989] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       750.74768, best error:       750.74768 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 202.6574401855s, input_fired_time: 2.5293836594, output_fired_time: 1.9383940697, propagate_forward_time: 79.7768325806, propagate_backward_time: 113.6241378784, weight_update_time: 0.2555020154, other_time: 4.7886810303
epoch time: 17.1515140533s, input_fired_time: 0.2849153876, output_fired_time: 0.0000000000, propagate_forward_time: 15.9584026337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9081954956
validation[          , genome  6989] predictions:    9756/  10000 (97.56%), best:    9755/10000 (97.55%), error:       835.36786, best error:       750.74768 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 203.0753631592s, input_fired_time: 2.4493732452, output_fired_time: 1.9183652401, propagate_forward_time: 80.0373001099, propagate_backward_time: 113.8528747559, weight_update_time: 0.2587596476, other_time: 4.8174514771
epoch time: 17.0041713715s, input_fired_time: 0.2805816233, output_fired_time: 0.0000000000, propagate_forward_time: 15.8639183044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8596706390
validation[          , genome  6989] predictions:    9716/  10000 (97.16%), best:    9755/10000 (97.55%), error:       958.02185, best error:       750.74768 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 202.5610046387s, input_fired_time: 2.4467179775, output_fired_time: 1.9507708549, propagate_forward_time: 79.6988830566, propagate_backward_time: 113.6547622681, weight_update_time: 0.2605663538, other_time: 4.8098678589
epoch time: 17.0526351929s, input_fired_time: 0.2876068354, output_fired_time: 0.0000000000, propagate_forward_time: 15.8898935318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8751344681
validation[          , genome  6989] predictions:    9724/  10000 (97.24%), best:    9755/10000 (97.55%), error:       843.81250, best error:       750.74768 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 202.5943298340s, input_fired_time: 2.5913081169, output_fired_time: 1.9287805557, propagate_forward_time: 79.8122634888, propagate_backward_time: 113.5266571045, weight_update_time: 0.2565634549, other_time: 4.7353134155
epoch time: 16.9088916779s, input_fired_time: 0.2814913094, output_fired_time: 0.0000000000, propagate_forward_time: 15.7388048172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8885946274
validation[          , genome  6989] predictions:    9737/  10000 (97.37%), best:    9755/10000 (97.55%), error:       912.98370, best error:       750.74768 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 202.9765472412s, input_fired_time: 2.4917516708, output_fired_time: 1.9274729490, propagate_forward_time: 79.8643722534, propagate_backward_time: 113.9261627197, weight_update_time: 0.2596385181, other_time: 4.7667922974
epoch time: 17.0491142273s, input_fired_time: 0.2727526426, output_fired_time: 0.0000000000, propagate_forward_time: 15.9186468124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8577146530
validation[          , genome  6989] predictions:    9735/  10000 (97.35%), best:    9755/10000 (97.55%), error:       884.25873, best error:       750.74768 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 202.6333007812s, input_fired_time: 2.5330398083, output_fired_time: 1.9003181458, propagate_forward_time: 79.7780303955, propagate_backward_time: 113.6540527344, weight_update_time: 0.2642573714, other_time: 4.7678680420
epoch time: 17.0382194519s, input_fired_time: 0.2866741717, output_fired_time: 0.0000000000, propagate_forward_time: 15.8874788284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8640661240
validation[          , genome  6989] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       869.38196, best error:       750.74768 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 202.9887390137s, input_fired_time: 2.4897770882, output_fired_time: 1.8948606253, propagate_forward_time: 79.9961166382, propagate_backward_time: 113.7099075317, weight_update_time: 0.2588458359, other_time: 4.8980712891
epoch time: 16.9462165833s, input_fired_time: 0.2721995115, output_fired_time: 0.0000000000, propagate_forward_time: 15.8056335449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8683834076
validation[          , genome  6989] predictions:    9722/  10000 (97.22%), best:    9755/10000 (97.55%), error:       927.84033, best error:       750.74768 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 203.2398071289s, input_fired_time: 2.5016863346, output_fired_time: 1.9007815123, propagate_forward_time: 80.1886978149, propagate_backward_time: 113.7400054932, weight_update_time: 0.2567776740, other_time: 4.9086227417
epoch time: 16.9587421417s, input_fired_time: 0.2703012228, output_fired_time: 0.0000000000, propagate_forward_time: 15.8163404465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8720998764
validation[          , genome  6989] predictions:    9738/  10000 (97.38%), best:    9755/10000 (97.55%), error:       876.21350, best error:       750.74768 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 203.3787841797s, input_fired_time: 2.6024870872, output_fired_time: 1.9209980965, propagate_forward_time: 79.9570922852, propagate_backward_time: 113.9701919556, weight_update_time: 0.2584076226, other_time: 4.9280014038
epoch time: 17.1068630219s, input_fired_time: 0.2728295624, output_fired_time: 0.0000000000, propagate_forward_time: 15.9569473267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8770866394
validation[          , genome  6989] predictions:    9732/  10000 (97.32%), best:    9755/10000 (97.55%), error:       835.34485, best error:       750.74768 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 203.1389770508s, input_fired_time: 2.4787404537, output_fired_time: 1.9304195642, propagate_forward_time: 79.9936752319, propagate_backward_time: 113.9354324341, weight_update_time: 0.2558853328, other_time: 4.8007049561
epoch time: 17.0433559418s, input_fired_time: 0.2814153433, output_fired_time: 0.0000000000, propagate_forward_time: 15.8820676804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8798723221
validation[          , genome  6989] predictions:    9762/  10000 (97.62%), best:    9755/10000 (97.55%), error:       811.73706, best error:       750.74768 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 202.2009887695s, input_fired_time: 2.4570176601, output_fired_time: 1.9101814032, propagate_forward_time: 79.6179504395, propagate_backward_time: 113.4222335815, weight_update_time: 0.2598774731, other_time: 4.7936019897
epoch time: 16.9563846588s, input_fired_time: 0.2788155973, output_fired_time: 0.0000000000, propagate_forward_time: 15.8255367279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8520317078
validation[          , genome  6989] predictions:    9752/  10000 (97.52%), best:    9755/10000 (97.55%), error:       861.57190, best error:       750.74768 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 202.8547363281s, input_fired_time: 2.4854784012, output_fired_time: 1.9518045187, propagate_forward_time: 79.9002761841, propagate_backward_time: 113.7399597168, weight_update_time: 0.2601004243, other_time: 4.7772293091
epoch time: 16.8860321045s, input_fired_time: 0.2738378346, output_fired_time: 0.0000000000, propagate_forward_time: 15.7370109558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8751831055
validation[          , genome  6989] predictions:    9737/  10000 (97.37%), best:    9755/10000 (97.55%), error:       805.65845, best error:       750.74768 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 203.0787963867s, input_fired_time: 2.4712324142, output_fired_time: 1.9297413826, propagate_forward_time: 80.2164230347, propagate_backward_time: 113.6574172974, weight_update_time: 0.2872064412, other_time: 4.8039703369
epoch time: 17.0334320068s, input_fired_time: 0.2758828402, output_fired_time: 0.0000000000, propagate_forward_time: 15.8719778061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8855714798
validation[          , genome  6989] predictions:    9732/  10000 (97.32%), best:    9755/10000 (97.55%), error:       842.28711, best error:       750.74768 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 202.7751617432s, input_fired_time: 2.5615136623, output_fired_time: 1.9692188501, propagate_forward_time: 80.0283126831, propagate_backward_time: 113.4318695068, weight_update_time: 0.2596367002, other_time: 4.7842483521
epoch time: 17.8925876617s, input_fired_time: 0.2846945226, output_fired_time: 0.0000000000, propagate_forward_time: 16.7259254456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8819675446
validation[          , genome  6989] predictions:    9744/  10000 (97.44%), best:    9755/10000 (97.55%), error:       865.96533, best error:       750.74768 on epoch:    18, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 206.1791076660s, input_fired_time: 2.5567853451, output_fired_time: 1.9802781343, propagate_forward_time: 81.2943344116, propagate_backward_time: 115.4541168213, weight_update_time: 0.2581526935, other_time: 4.8935928345
epoch time: 16.9978466034s, input_fired_time: 0.2805875838, output_fired_time: 0.0000000000, propagate_forward_time: 15.8576574326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8596010208
validation[          , genome  6989] predictions:    9714/  10000 (97.14%), best:    9755/10000 (97.55%), error:       928.65570, best error:       750.74768 on epoch:    18, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 202.1249237061s, input_fired_time: 2.4824805260, output_fired_time: 1.9109307528, propagate_forward_time: 79.5720825195, propagate_backward_time: 113.3311538696, weight_update_time: 0.2566067576, other_time: 4.8282699585
epoch time: 17.0505695343s, input_fired_time: 0.2789220810, output_fired_time: 0.0000000000, propagate_forward_time: 15.8557844162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9158639908
validation[          , genome  6989] predictions:    9757/  10000 (97.57%), best:    9755/10000 (97.55%), error:       819.29907, best error:       750.74768 on epoch:    18, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 203.3331756592s, input_fired_time: 2.4940097332, output_fired_time: 1.9788953066, propagate_forward_time: 80.3759002686, propagate_backward_time: 113.7227172852, weight_update_time: 0.2600699365, other_time: 4.7616577148
epoch time: 17.0194129944s, input_fired_time: 0.2772943377, output_fired_time: 0.0000000000, propagate_forward_time: 15.8681583405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8739604950
validation[          , genome  6989] predictions:    9758/  10000 (97.58%), best:    9755/10000 (97.55%), error:       809.72278, best error:       750.74768 on epoch:    18, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 203.0612640381s, input_fired_time: 2.5041863918, output_fired_time: 1.9223481417, propagate_forward_time: 80.1264190674, propagate_backward_time: 113.7209854126, weight_update_time: 0.2564471960, other_time: 4.7873306274
epoch time: 17.0006046295s, input_fired_time: 0.2753809094, output_fired_time: 0.0000000000, propagate_forward_time: 15.8684864044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8567371368
validation[          , genome  6989] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       736.77032, best error:       736.77032 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 203.0958709717s, input_fired_time: 2.4832558632, output_fired_time: 1.9124153852, propagate_forward_time: 80.0898284912, propagate_backward_time: 113.7721633911, weight_update_time: 0.2588757873, other_time: 4.8382034302
epoch time: 16.9630622864s, input_fired_time: 0.2796173096, output_fired_time: 0.0000000000, propagate_forward_time: 15.8053951263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8780498505
validation[          , genome  6989] predictions:    9752/  10000 (97.52%), best:    9772/10000 (97.72%), error:       820.58490, best error:       736.77032 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 202.6493835449s, input_fired_time: 2.4842483997, output_fired_time: 1.9265640974, propagate_forward_time: 79.9531478882, propagate_backward_time: 113.4197692871, weight_update_time: 0.2601940036, other_time: 4.8656539917
epoch time: 16.8390426636s, input_fired_time: 0.2761862278, output_fired_time: 0.0000000000, propagate_forward_time: 15.6971387863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8657178879
validation[          , genome  6989] predictions:    9732/  10000 (97.32%), best:    9772/10000 (97.72%), error:       886.46356, best error:       736.77032 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 203.1889648438s, input_fired_time: 2.4685239792, output_fired_time: 1.9471870661, propagate_forward_time: 79.8406906128, propagate_backward_time: 114.1319198608, weight_update_time: 0.2593106329, other_time: 4.8006439209
epoch time: 16.8506793976s, input_fired_time: 0.2750089765, output_fired_time: 0.0000000000, propagate_forward_time: 15.7187738419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8568964005
validation[          , genome  6989] predictions:    9761/  10000 (97.61%), best:    9772/10000 (97.72%), error:       777.95215, best error:       736.77032 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 203.1288604736s, input_fired_time: 2.4616134167, output_fired_time: 1.9228889942, propagate_forward_time: 80.0449905396, propagate_backward_time: 113.9371719360, weight_update_time: 0.2561337948, other_time: 4.7622070312
epoch time: 17.1591072083s, input_fired_time: 0.2871355414, output_fired_time: 0.0000000000, propagate_forward_time: 15.9732732773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8986978531
validation[          , genome  6989] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       758.12677, best error:       736.77032 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 202.4149475098s, input_fired_time: 2.4809038639, output_fired_time: 1.9078953266, propagate_forward_time: 79.8449554443, propagate_backward_time: 113.4158935547, weight_update_time: 0.2614514232, other_time: 4.7652893066
epoch time: 16.9905319214s, input_fired_time: 0.3341453969, output_fired_time: 0.0000000000, propagate_forward_time: 15.7960205078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8603668213
validation[          , genome  6989] predictions:    9770/  10000 (97.70%), best:    9772/10000 (97.72%), error:       763.38892, best error:       736.77032 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 202.9560394287s, input_fired_time: 2.4735364914, output_fired_time: 1.9250912666, propagate_forward_time: 79.8080368042, propagate_backward_time: 113.9979476929, weight_update_time: 0.2563032210, other_time: 4.7514190674
epoch time: 17.1730785370s, input_fired_time: 0.2758140266, output_fired_time: 0.0000000000, propagate_forward_time: 16.0434703827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8537940979
validation[          , genome  6989] predictions:    9733/  10000 (97.33%), best:    9772/10000 (97.72%), error:       891.90613, best error:       736.77032 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 202.6100158691s, input_fired_time: 2.4886701107, output_fired_time: 1.9151091576, propagate_forward_time: 79.6897583008, propagate_backward_time: 113.7425994873, weight_update_time: 0.2781470716, other_time: 4.7738800049
epoch time: 17.0036544800s, input_fired_time: 0.2815891504, output_fired_time: 0.0000000000, propagate_forward_time: 15.8418407440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8802242279
validation[          , genome  6989] predictions:    9758/  10000 (97.58%), best:    9772/10000 (97.72%), error:       755.16400, best error:       736.77032 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 202.9937286377s, input_fired_time: 2.5120866299, output_fired_time: 1.8875731230, propagate_forward_time: 80.0673599243, propagate_backward_time: 113.7550888062, weight_update_time: 0.2566741705, other_time: 4.7716217041
epoch time: 17.0993766785s, input_fired_time: 0.2770662010, output_fired_time: 0.0000000000, propagate_forward_time: 15.9715394974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8507719040
validation[          , genome  6989] predictions:    9745/  10000 (97.45%), best:    9772/10000 (97.72%), error:       805.77374, best error:       736.77032 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 203.0136566162s, input_fired_time: 2.4772562981, output_fired_time: 1.9222049713, propagate_forward_time: 80.2253036499, propagate_backward_time: 113.6501159668, weight_update_time: 0.2572289407, other_time: 4.7387771606
epoch time: 16.8982353210s, input_fired_time: 0.2769137621, output_fired_time: 0.0000000000, propagate_forward_time: 15.7706212997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8506994247
validation[          , genome  6989] predictions:    9744/  10000 (97.44%), best:    9772/10000 (97.72%), error:       909.15759, best error:       736.77032 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 202.6122894287s, input_fired_time: 2.4535357952, output_fired_time: 1.9353520870, propagate_forward_time: 79.9531478882, propagate_backward_time: 113.4798965454, weight_update_time: 0.2574436665, other_time: 4.7903594971
epoch time: 17.0176029205s, input_fired_time: 0.2888201177, output_fired_time: 0.0000000000, propagate_forward_time: 15.8484287262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8803539276
validation[          , genome  6989] predictions:    9781/  10000 (97.81%), best:    9772/10000 (97.72%), error:       745.95190, best error:       736.77032 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 202.5934600830s, input_fired_time: 2.4650616646, output_fired_time: 1.9456354380, propagate_forward_time: 79.8830337524, propagate_backward_time: 113.5473022461, weight_update_time: 0.2581357956, other_time: 4.7524337769
epoch time: 17.2446937561s, input_fired_time: 0.2803378403, output_fired_time: 0.0000000000, propagate_forward_time: 16.0640182495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9003372192
validation[          , genome  6989] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       698.79553, best error:       698.79553 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 202.2647705078s, input_fired_time: 2.4755351543, output_fired_time: 1.9395856857, propagate_forward_time: 79.5087509155, propagate_backward_time: 113.6155624390, weight_update_time: 0.2549163699, other_time: 4.7253265381
epoch time: 16.9893131256s, input_fired_time: 0.2788432240, output_fired_time: 0.0000000000, propagate_forward_time: 15.8322401047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8782300949
validation[          , genome  6989] predictions:    9702/  10000 (97.02%), best:    9789/10000 (97.89%), error:      1024.11902, best error:       698.79553 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 202.4525909424s, input_fired_time: 2.5276696682, output_fired_time: 1.9020837545, propagate_forward_time: 79.6599044800, propagate_backward_time: 113.6350402832, weight_update_time: 0.2622202337, other_time: 4.7278976440
epoch time: 16.9580898285s, input_fired_time: 0.2800419629, output_fired_time: 0.0000000000, propagate_forward_time: 15.8107442856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8673028946
validation[          , genome  6989] predictions:    9775/  10000 (97.75%), best:    9789/10000 (97.89%), error:       755.25299, best error:       698.79553 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 203.1835021973s, input_fired_time: 2.4974956512, output_fired_time: 1.9206225872, propagate_forward_time: 79.9245758057, propagate_backward_time: 114.1338119507, weight_update_time: 0.2533423901, other_time: 4.7069931030
epoch time: 17.0654563904s, input_fired_time: 0.2813361883, output_fired_time: 0.0000000000, propagate_forward_time: 15.9216165543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8625040054
validation[          , genome  6989] predictions:    9773/  10000 (97.73%), best:    9789/10000 (97.89%), error:       797.84778, best error:       698.79553 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 202.7269134521s, input_fired_time: 2.4792635441, output_fired_time: 1.8956109285, propagate_forward_time: 79.9683303833, propagate_backward_time: 113.6079940796, weight_update_time: 0.2567103803, other_time: 4.7757110596
epoch time: 17.0121269226s, input_fired_time: 0.2858593762, output_fired_time: 0.0000000000, propagate_forward_time: 15.8343591690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8919076920
validation[          , genome  6989] predictions:    9775/  10000 (97.75%), best:    9789/10000 (97.89%), error:       778.21393, best error:       698.79553 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 203.1363067627s, input_fired_time: 2.4927072525, output_fired_time: 1.9127664566, propagate_forward_time: 80.0096817017, propagate_backward_time: 113.9652175903, weight_update_time: 0.2565205097, other_time: 4.7559356689
epoch time: 17.0517024994s, input_fired_time: 0.2843318582, output_fired_time: 0.0000000000, propagate_forward_time: 15.8803291321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8870410919
validation[          , genome  6989] predictions:    9768/  10000 (97.68%), best:    9789/10000 (97.89%), error:       779.51276, best error:       698.79553 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 202.7005004883s, input_fired_time: 2.4736821651, output_fired_time: 1.8981511593, propagate_forward_time: 79.9475097656, propagate_backward_time: 113.6240234375, weight_update_time: 0.2561628222, other_time: 4.7571411133
epoch time: 16.8780784607s, input_fired_time: 0.3010994792, output_fired_time: 0.0000000000, propagate_forward_time: 15.7311105728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8458681107
validation[          , genome  6989] predictions:    9761/  10000 (97.61%), best:    9789/10000 (97.89%), error:       804.57904, best error:       698.79553 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 202.6324157715s, input_fired_time: 2.4919333458, output_fired_time: 1.9189761877, propagate_forward_time: 79.7182769775, propagate_backward_time: 113.7550354004, weight_update_time: 0.2899239957, other_time: 4.7481994629
epoch time: 16.9011917114s, input_fired_time: 0.2813308537, output_fired_time: 0.0000000000, propagate_forward_time: 15.7465295792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8733320236
validation[          , genome  6989] predictions:    9777/  10000 (97.77%), best:    9789/10000 (97.89%), error:       739.08966, best error:       698.79553 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 202.1923675537s, input_fired_time: 2.4928317070, output_fired_time: 1.8969753981, propagate_forward_time: 79.5485458374, propagate_backward_time: 113.5088348389, weight_update_time: 0.2677266896, other_time: 4.7451858521
epoch time: 16.9829959869s, input_fired_time: 0.2764902711, output_fired_time: 0.0000000000, propagate_forward_time: 15.8370599747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8694448471
validation[          , genome  6989] predictions:    9792/  10000 (97.92%), best:    9789/10000 (97.89%), error:       727.25677, best error:       698.79553 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 203.3474121094s, input_fired_time: 2.4994835854, output_fired_time: 1.9671175480, propagate_forward_time: 80.4121170044, propagate_backward_time: 113.7238235474, weight_update_time: 0.2583481669, other_time: 4.7448730469
epoch time: 17.0744724274s, input_fired_time: 0.2772861421, output_fired_time: 0.0000000000, propagate_forward_time: 15.9329023361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8642835617
validation[          , genome  6989] predictions:    9748/  10000 (97.48%), best:    9789/10000 (97.89%), error:       857.69781, best error:       698.79553 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 202.7763366699s, input_fired_time: 2.5894954205, output_fired_time: 1.9219993353, propagate_forward_time: 79.8502349854, propagate_backward_time: 113.6609039307, weight_update_time: 0.2613371313, other_time: 4.7537078857
epoch time: 17.1724262238s, input_fired_time: 0.2772219181, output_fired_time: 0.0000000000, propagate_forward_time: 16.0169601440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8782444000
validation[          , genome  6989] predictions:    9758/  10000 (97.58%), best:    9789/10000 (97.89%), error:       778.17780, best error:       698.79553 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 202.8435211182s, input_fired_time: 2.5045495033, output_fired_time: 1.8972431421, propagate_forward_time: 79.8943557739, propagate_backward_time: 113.6402130127, weight_update_time: 0.2575844824, other_time: 4.9071578979
epoch time: 17.1315746307s, input_fired_time: 0.2785866261, output_fired_time: 0.0000000000, propagate_forward_time: 15.9779415131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8750457764
validation[          , genome  6989] predictions:    9748/  10000 (97.48%), best:    9789/10000 (97.89%), error:       783.83704, best error:       698.79553 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 202.9340820312s, input_fired_time: 2.4868342876, output_fired_time: 1.9217227697, propagate_forward_time: 80.1015625000, propagate_backward_time: 113.6496276855, weight_update_time: 0.2565183043, other_time: 4.7743377686
epoch time: 17.0824584961s, input_fired_time: 0.2776976824, output_fired_time: 0.0000000000, propagate_forward_time: 15.9598789215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8448810577
validation[          , genome  6989] predictions:    9775/  10000 (97.75%), best:    9789/10000 (97.89%), error:       768.58569, best error:       698.79553 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 202.9022216797s, input_fired_time: 2.4890358448, output_fired_time: 1.9012223482, propagate_forward_time: 79.8747100830, propagate_backward_time: 113.8676605225, weight_update_time: 0.2584823668, other_time: 4.7695922852
epoch time: 17.0350074768s, input_fired_time: 0.2764842808, output_fired_time: 0.0000000000, propagate_forward_time: 15.9051198959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8534040451
validation[          , genome  6989] predictions:    9768/  10000 (97.68%), best:    9789/10000 (97.89%), error:       804.99072, best error:       698.79553 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 202.9473876953s, input_fired_time: 2.5340485573, output_fired_time: 1.9365992546, propagate_forward_time: 80.1247634888, propagate_backward_time: 113.6214218140, weight_update_time: 0.2561315894, other_time: 4.7305603027
epoch time: 17.2319335938s, input_fired_time: 0.2767499983, output_fired_time: 0.0000000000, propagate_forward_time: 16.0931453705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8620376587
validation[          , genome  6989] predictions:    9759/  10000 (97.59%), best:    9789/10000 (97.89%), error:       833.99243, best error:       698.79553 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 202.4752960205s, input_fired_time: 2.5200514793, output_fired_time: 1.9106215239, propagate_forward_time: 79.7599105835, propagate_backward_time: 113.5838012695, weight_update_time: 0.2545885742, other_time: 4.7009201050
epoch time: 17.0036525726s, input_fired_time: 0.2753088474, output_fired_time: 0.0000000000, propagate_forward_time: 15.8782148361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8501291275
validation[          , genome  6989] predictions:    9748/  10000 (97.48%), best:    9789/10000 (97.89%), error:       820.29242, best error:       698.79553 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 202.4144439697s, input_fired_time: 2.4819059372, output_fired_time: 1.9404062033, propagate_forward_time: 79.7545318604, propagate_backward_time: 113.4115295410, weight_update_time: 0.2592493892, other_time: 4.8260803223
epoch time: 17.0186538696s, input_fired_time: 0.2783097625, output_fired_time: 0.0000000000, propagate_forward_time: 15.8989171982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8414278030
validation[          , genome  6989] predictions:    9629/  10000 (96.29%), best:    9789/10000 (97.89%), error:      1238.86450, best error:       698.79553 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 203.1796112061s, input_fired_time: 2.5220496655, output_fired_time: 1.9203308821, propagate_forward_time: 80.2520523071, propagate_backward_time: 113.7507095337, weight_update_time: 0.2557021081, other_time: 4.7344665527
epoch time: 17.0790920258s, input_fired_time: 0.2816321850, output_fired_time: 0.0000000000, propagate_forward_time: 15.9080896378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8893709183
validation[          , genome  6989] predictions:    9787/  10000 (97.87%), best:    9789/10000 (97.89%), error:       725.12952, best error:       698.79553 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 202.8697357178s, input_fired_time: 2.5321762562, output_fired_time: 1.9791792631, propagate_forward_time: 79.7829666138, propagate_backward_time: 113.7490310669, weight_update_time: 0.2559852302, other_time: 4.8263854980
epoch time: 16.9939041138s, input_fired_time: 0.2887872159, output_fired_time: 0.0000000000, propagate_forward_time: 15.8350553513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8700609207
validation[          , genome  6989] predictions:    9750/  10000 (97.50%), best:    9789/10000 (97.89%), error:       873.38940, best error:       698.79553 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 203.1636810303s, input_fired_time: 2.4812667370, output_fired_time: 1.8976588249, propagate_forward_time: 80.2541885376, propagate_backward_time: 113.7205963135, weight_update_time: 0.2572218478, other_time: 4.8099746704
epoch time: 17.0616397858s, input_fired_time: 0.2873515487, output_fired_time: 0.0000000000, propagate_forward_time: 15.9203338623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8539543152
validation[          , genome  6989] predictions:    9761/  10000 (97.61%), best:    9789/10000 (97.89%), error:       773.80884, best error:       698.79553 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 202.6534881592s, input_fired_time: 2.5696430206, output_fired_time: 1.9056707621, propagate_forward_time: 80.1137542725, propagate_backward_time: 113.2628555298, weight_update_time: 0.2579937279, other_time: 4.8015670776
epoch time: 17.0570755005s, input_fired_time: 0.2836421430, output_fired_time: 0.0000000000, propagate_forward_time: 15.9066448212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8667888641
validation[          , genome  6989] predictions:    9780/  10000 (97.80%), best:    9789/10000 (97.89%), error:       720.58331, best error:       698.79553 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 202.8800354004s, input_fired_time: 2.5321800709, output_fired_time: 1.9396210909, propagate_forward_time: 79.8856582642, propagate_backward_time: 113.7614593506, weight_update_time: 0.2610588372, other_time: 4.7611160278
epoch time: 17.0732593536s, input_fired_time: 0.2878757119, output_fired_time: 0.0000000000, propagate_forward_time: 15.9070663452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8783168793
validation[          , genome  6989] predictions:    9777/  10000 (97.77%), best:    9789/10000 (97.89%), error:       764.94135, best error:       698.79553 on epoch:    47, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 202.9635620117s, input_fired_time: 2.4909348488, output_fired_time: 1.9156190157, propagate_forward_time: 80.1795654297, propagate_backward_time: 113.6558303833, weight_update_time: 0.2614621520, other_time: 4.7216110229
epoch time: 17.0037593842s, input_fired_time: 0.2795400620, output_fired_time: 0.0000000000, propagate_forward_time: 15.8774967194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8467235565
validation[          , genome  6989] predictions:    9773/  10000 (97.73%), best:    9789/10000 (97.89%), error:       777.95941, best error:       698.79553 on epoch:    47, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 202.6757507324s, input_fired_time: 2.5038459301, output_fired_time: 1.9123523235, propagate_forward_time: 79.9226989746, propagate_backward_time: 113.5223159790, weight_update_time: 0.2634247541, other_time: 4.8145370483
epoch time: 17.0084476471s, input_fired_time: 0.2804683447, output_fired_time: 0.0000000000, propagate_forward_time: 15.8729038239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8550758362
validation[          , genome  6989] predictions:    9711/  10000 (97.11%), best:    9789/10000 (97.89%), error:       897.20929, best error:       698.79553 on epoch:    47, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 202.8149261475s, input_fired_time: 2.4941031933, output_fired_time: 1.9298371077, propagate_forward_time: 79.9687042236, propagate_backward_time: 113.6766586304, weight_update_time: 0.2563979924, other_time: 4.7456130981
epoch time: 16.9895057678s, input_fired_time: 0.2763204277, output_fired_time: 0.0000000000, propagate_forward_time: 15.8537149429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8594713211
validation[          , genome  6989] predictions:    9746/  10000 (97.46%), best:    9789/10000 (97.89%), error:       802.10205, best error:       698.79553 on epoch:    47, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 202.8133392334s, input_fired_time: 2.5096802711, output_fired_time: 1.9079419374, propagate_forward_time: 80.0715255737, propagate_backward_time: 113.5874099731, weight_update_time: 0.2586083710, other_time: 4.7367858887
epoch time: 17.0175914764s, input_fired_time: 0.2770630717, output_fired_time: 0.0000000000, propagate_forward_time: 15.8941307068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8463973999
validation[          , genome  6989] predictions:    9787/  10000 (97.87%), best:    9789/10000 (97.89%), error:       709.44037, best error:       698.79553 on epoch:    47, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 203.0173645020s, input_fired_time: 2.5339558125, output_fired_time: 1.9317311049, propagate_forward_time: 80.1310043335, propagate_backward_time: 113.6513137817, weight_update_time: 0.2576907575, other_time: 4.7693634033
epoch time: 17.0455875397s, input_fired_time: 0.2816001475, output_fired_time: 0.0000000000, propagate_forward_time: 15.8823862076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8816003799
validation[          , genome  6989] predictions:    9779/  10000 (97.79%), best:    9789/10000 (97.89%), error:       731.96423, best error:       698.79553 on epoch:    47, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 203.0392761230s, input_fired_time: 2.5069723129, output_fired_time: 1.9150125980, propagate_forward_time: 80.6265258789, propagate_backward_time: 113.2260284424, weight_update_time: 0.2582700253, other_time: 4.7647399902
epoch time: 17.0668640137s, input_fired_time: 0.2807425559, output_fired_time: 0.0000000000, propagate_forward_time: 15.9039583206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8821630478
validation[          , genome  6989] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       672.94086, best error:       672.94086 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 203.2880554199s, input_fired_time: 2.5879919529, output_fired_time: 1.9680100679, propagate_forward_time: 80.2672729492, propagate_backward_time: 113.7369613647, weight_update_time: 0.2595638335, other_time: 4.7278060913
epoch time: 17.1426639557s, input_fired_time: 0.2900225520, output_fired_time: 0.0000000000, propagate_forward_time: 15.9583854675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8942565918
validation[          , genome  6989] predictions:    9767/  10000 (97.67%), best:    9798/10000 (97.98%), error:       736.90546, best error:       672.94086 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 202.9930877686s, input_fired_time: 2.4942991734, output_fired_time: 1.9195171595, propagate_forward_time: 80.2457580566, propagate_backward_time: 113.5481567383, weight_update_time: 0.2774098516, other_time: 4.7853698730
epoch time: 16.9186115265s, input_fired_time: 0.2813801765, output_fired_time: 0.0000000000, propagate_forward_time: 15.7795829773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8576488495
validation[          , genome  6989] predictions:    9778/  10000 (97.78%), best:    9798/10000 (97.98%), error:       739.46350, best error:       672.94086 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 202.9251708984s, input_fired_time: 2.5122873783, output_fired_time: 1.9068453312, propagate_forward_time: 80.0491409302, propagate_backward_time: 113.7186279297, weight_update_time: 0.2722758353, other_time: 4.7382736206
epoch time: 17.0479431152s, input_fired_time: 0.2779081464, output_fired_time: 0.0000000000, propagate_forward_time: 15.9190721512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8509626389
validation[          , genome  6989] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       750.85938, best error:       672.94086 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 203.1517181396s, input_fired_time: 2.4978892803, output_fired_time: 1.9400668144, propagate_forward_time: 80.0146865845, propagate_backward_time: 113.9435348511, weight_update_time: 0.2604753971, other_time: 4.7555389404
epoch time: 16.9494762421s, input_fired_time: 0.2866319716, output_fired_time: 0.0000000000, propagate_forward_time: 15.8067998886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8560438156
validation[          , genome  6989] predictions:    9785/  10000 (97.85%), best:    9798/10000 (97.98%), error:       716.27448, best error:       672.94086 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 203.0469818115s, input_fired_time: 2.4945139885, output_fired_time: 1.9131702185, propagate_forward_time: 80.1997146606, propagate_backward_time: 113.6892166138, weight_update_time: 0.2575710416, other_time: 4.7503662109
epoch time: 16.9386940002s, input_fired_time: 0.2835463881, output_fired_time: 0.0000000000, propagate_forward_time: 15.7947692871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8603782654
validation[          , genome  6989] predictions:    9761/  10000 (97.61%), best:    9798/10000 (97.98%), error:       821.68878, best error:       672.94086 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 202.9773101807s, input_fired_time: 2.4902815819, output_fired_time: 1.9507640600, propagate_forward_time: 79.8643951416, propagate_backward_time: 113.9262313843, weight_update_time: 0.2625361979, other_time: 4.7456436157
epoch time: 17.0410232544s, input_fired_time: 0.2846165895, output_fired_time: 0.0000000000, propagate_forward_time: 15.9001026154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8563041687
validation[          , genome  6989] predictions:    9710/  10000 (97.10%), best:    9798/10000 (97.98%), error:       958.11060, best error:       672.94086 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 203.4250335693s, input_fired_time: 2.5135421753, output_fired_time: 1.9198275805, propagate_forward_time: 80.3892211914, propagate_backward_time: 113.8433227539, weight_update_time: 0.2579650879, other_time: 4.7591247559
epoch time: 16.9633216858s, input_fired_time: 0.2834680080, output_fired_time: 0.0000000000, propagate_forward_time: 15.8159675598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8638858795
validation[          , genome  6989] predictions:    9786/  10000 (97.86%), best:    9798/10000 (97.98%), error:       698.58325, best error:       672.94086 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 203.1720428467s, input_fired_time: 2.5113294125, output_fired_time: 1.9015940428, propagate_forward_time: 80.0980682373, propagate_backward_time: 113.8448715210, weight_update_time: 0.2617211938, other_time: 4.8161849976
epoch time: 17.0194358826s, input_fired_time: 0.2820907831, output_fired_time: 0.0000000000, propagate_forward_time: 15.8861293793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8512153625
validation[          , genome  6989] predictions:    9778/  10000 (97.78%), best:    9798/10000 (97.98%), error:       755.67010, best error:       672.94086 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 202.5686340332s, input_fired_time: 2.4875338078, output_fired_time: 1.8882069588, propagate_forward_time: 79.8377685547, propagate_backward_time: 113.5892715454, weight_update_time: 0.2560656071, other_time: 4.7658462524
epoch time: 17.1397647858s, input_fired_time: 0.2949688435, output_fired_time: 0.0000000000, propagate_forward_time: 15.9867572784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8580379486
validation[          , genome  6989] predictions:    9787/  10000 (97.87%), best:    9798/10000 (97.98%), error:       741.88080, best error:       672.94086 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 202.4281005859s, input_fired_time: 2.4955849648, output_fired_time: 1.9151511192, propagate_forward_time: 79.8551177979, propagate_backward_time: 113.4063186646, weight_update_time: 0.2559468150, other_time: 4.7559280396
epoch time: 16.9949417114s, input_fired_time: 0.2827174664, output_fired_time: 0.0000000000, propagate_forward_time: 15.8402299881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8719949722
validation[          , genome  6989] predictions:    9752/  10000 (97.52%), best:    9798/10000 (97.98%), error:       849.42542, best error:       672.94086 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 202.8680114746s, input_fired_time: 2.5418584347, output_fired_time: 1.9077328444, propagate_forward_time: 80.2992630005, propagate_backward_time: 113.3695526123, weight_update_time: 0.2581537366, other_time: 4.7496109009
epoch time: 17.1428489685s, input_fired_time: 0.2898463011, output_fired_time: 0.0000000000, propagate_forward_time: 15.9940204620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8589820862
validation[          , genome  6989] predictions:    9764/  10000 (97.64%), best:    9798/10000 (97.98%), error:       787.32983, best error:       672.94086 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 202.6730499268s, input_fired_time: 2.5097970963, output_fired_time: 1.9366737604, propagate_forward_time: 79.8371276855, propagate_backward_time: 113.6136016846, weight_update_time: 0.2563505173, other_time: 4.7758483887
epoch time: 16.9224357605s, input_fired_time: 0.2815606594, output_fired_time: 0.0000000000, propagate_forward_time: 15.7804098129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8604650497
validation[          , genome  6989] predictions:    9770/  10000 (97.70%), best:    9798/10000 (97.98%), error:       813.18433, best error:       672.94086 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 203.0646209717s, input_fired_time: 2.5161037445, output_fired_time: 1.9052646160, propagate_forward_time: 80.0722732544, propagate_backward_time: 113.6884002686, weight_update_time: 0.2559629381, other_time: 4.8825912476
epoch time: 17.0560073853s, input_fired_time: 0.2826775312, output_fired_time: 0.0000000000, propagate_forward_time: 15.8263406754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9469900131
validation[          , genome  6989] predictions:    9789/  10000 (97.89%), best:    9798/10000 (97.98%), error:       719.43323, best error:       672.94086 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 202.5231323242s, input_fired_time: 2.5152482986, output_fired_time: 1.9426341057, propagate_forward_time: 79.9648208618, propagate_backward_time: 113.3763275146, weight_update_time: 0.2598803043, other_time: 4.7241134644
epoch time: 16.9999103546s, input_fired_time: 0.2806392610, output_fired_time: 0.0000000000, propagate_forward_time: 15.8576965332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8615741730
validation[          , genome  6989] predictions:    9782/  10000 (97.82%), best:    9798/10000 (97.98%), error:       715.13159, best error:       672.94086 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 203.0853576660s, input_fired_time: 2.4862020016, output_fired_time: 1.9639291763, propagate_forward_time: 79.8818817139, propagate_backward_time: 114.0254211426, weight_update_time: 0.2573836744, other_time: 4.7279205322
epoch time: 17.0287284851s, input_fired_time: 0.2844662070, output_fired_time: 0.0000000000, propagate_forward_time: 15.8885974884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8556652069
validation[          , genome  6989] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       733.15460, best error:       672.94086 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 202.4976654053s, input_fired_time: 2.4970138073, output_fired_time: 1.9045464993, propagate_forward_time: 79.9136505127, propagate_backward_time: 113.3997268677, weight_update_time: 0.2585737407, other_time: 4.7827377319
epoch time: 16.9186553955s, input_fired_time: 0.2878511250, output_fired_time: 0.0000000000, propagate_forward_time: 15.7660827637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8647212982
validation[          , genome  6989] predictions:    9716/  10000 (97.16%), best:    9798/10000 (97.98%), error:       920.35181, best error:       672.94086 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 202.4539489746s, input_fired_time: 2.5309162140, output_fired_time: 1.9246028662, propagate_forward_time: 79.6903686523, propagate_backward_time: 113.5715026855, weight_update_time: 0.2634364665, other_time: 4.7365570068
epoch time: 16.9503746033s, input_fired_time: 0.2829271853, output_fired_time: 0.0000000000, propagate_forward_time: 15.8013820648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8660659790
validation[          , genome  6989] predictions:    9765/  10000 (97.65%), best:    9798/10000 (97.98%), error:       768.21356, best error:       672.94086 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 202.5467071533s, input_fired_time: 2.6020870209, output_fired_time: 1.9466180801, propagate_forward_time: 79.7583923340, propagate_backward_time: 113.4770050049, weight_update_time: 0.2595334649, other_time: 4.7626037598
epoch time: 17.0531387329s, input_fired_time: 0.2880397439, output_fired_time: 0.0000000000, propagate_forward_time: 15.9071207047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8579778671
validation[          , genome  6989] predictions:    9790/  10000 (97.90%), best:    9798/10000 (97.98%), error:       703.70105, best error:       672.94086 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 202.7578277588s, input_fired_time: 2.5023062229, output_fired_time: 1.9173498154, propagate_forward_time: 80.0694198608, propagate_backward_time: 113.5334167480, weight_update_time: 0.2615994811, other_time: 4.7353439331
epoch time: 16.9585075378s, input_fired_time: 0.2830309272, output_fired_time: 0.0000000000, propagate_forward_time: 15.8229589462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8525171280
validation[          , genome  6989] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       767.57825, best error:       672.94086 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 202.5240783691s, input_fired_time: 2.4864633083, output_fired_time: 1.8871521950, propagate_forward_time: 80.0375137329, propagate_backward_time: 113.3845291138, weight_update_time: 0.2573100626, other_time: 4.7284240723
epoch time: 17.1675262451s, input_fired_time: 0.2848686278, output_fired_time: 0.0000000000, propagate_forward_time: 16.0257682800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8568897247
validation[          , genome  6989] predictions:    9780/  10000 (97.80%), best:    9798/10000 (97.98%), error:       753.58398, best error:       672.94086 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 203.3224182129s, input_fired_time: 2.5066337585, output_fired_time: 1.9038435221, propagate_forward_time: 79.9902954102, propagate_backward_time: 114.2255935669, weight_update_time: 0.2559683621, other_time: 4.6960525513
epoch time: 17.0892429352s, input_fired_time: 0.2861475646, output_fired_time: 0.0000000000, propagate_forward_time: 15.9412450790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8618497849
validation[          , genome  6989] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       791.38483, best error:       672.94086 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 203.1524200439s, input_fired_time: 2.4926931858, output_fired_time: 1.9005573988, propagate_forward_time: 79.6932449341, propagate_backward_time: 114.2731399536, weight_update_time: 0.2601417899, other_time: 4.7927856445
epoch time: 16.9981632233s, input_fired_time: 0.2834835351, output_fired_time: 0.0000000000, propagate_forward_time: 15.8479719162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8667078018
validation[          , genome  6989] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       740.54803, best error:       672.94086 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 203.4002990723s, input_fired_time: 2.5017218590, output_fired_time: 1.9453073740, propagate_forward_time: 79.8627319336, propagate_backward_time: 114.3263015747, weight_update_time: 0.2615622282, other_time: 4.7642288208
epoch time: 16.9700374603s, input_fired_time: 0.2801673710, output_fired_time: 0.0000000000, propagate_forward_time: 15.8391885757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8506822586
validation[          , genome  6989] predictions:    9780/  10000 (97.80%), best:    9798/10000 (97.98%), error:       721.43201, best error:       672.94086 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 202.9765625000s, input_fired_time: 2.5323395729, output_fired_time: 1.9032604694, propagate_forward_time: 79.7568817139, propagate_backward_time: 114.0086212158, weight_update_time: 0.2582949698, other_time: 4.7754669189
epoch time: 17.1593341827s, input_fired_time: 0.3013134301, output_fired_time: 0.0000000000, propagate_forward_time: 15.9848251343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8731956482
validation[          , genome  6989] predictions:    9781/  10000 (97.81%), best:    9798/10000 (97.98%), error:       751.97437, best error:       672.94086 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 202.4096374512s, input_fired_time: 2.4832618237, output_fired_time: 1.8916016817, propagate_forward_time: 79.6880645752, propagate_backward_time: 113.5368881226, weight_update_time: 0.2579659224, other_time: 4.8098220825
epoch time: 17.0946693420s, input_fired_time: 0.2853952646, output_fired_time: 0.0000000000, propagate_forward_time: 15.9337768555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8754978180
validation[          , genome  6989] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       795.07715, best error:       672.94086 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 202.5245513916s, input_fired_time: 2.5732436180, output_fired_time: 1.9393806458, propagate_forward_time: 79.8953094482, propagate_backward_time: 113.3113250732, weight_update_time: 0.2581837773, other_time: 4.8052978516
epoch time: 16.9456253052s, input_fired_time: 0.2858422697, output_fired_time: 0.0000000000, propagate_forward_time: 15.7957143784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8640680313
validation[          , genome  6989] predictions:    9785/  10000 (97.85%), best:    9798/10000 (97.98%), error:       761.68866, best error:       672.94086 on epoch:    74, 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: 85.6095809937s, input_fired_time: 1.4347499609, output_fired_time: 0.0000000000, propagate_forward_time: 79.8637390137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3110885620
best training[          , genome  6989] predictions:   49811/  50000 (99.62%), best:    9798/10000 (97.98%), error:       932.22485, best error:       672.94086 on epoch:    74, 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: 17.9282283783s, input_fired_time: 0.2845089138, output_fired_time: 0.0000000000, propagate_forward_time: 16.1955833435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4481353760
   testing[          , genome  6989] predictions:    9803/  10000 (98.03%), best:    9798/10000 (97.98%), error:       622.73236, best error:       672.94086 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:00:21 (20652): called boinc_finish(0)

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