Nameexact_genome_1509103842_22_16666_1
Workunit2273646
Created27 Oct 2017, 13:46:19 UTC
Sent27 Oct 2017, 14:34:19 UTC
Report deadline18 Dec 2017, 3:23:29 UTC
Received1 Nov 2017, 4:21:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 days 5 hours 2 min 55 sec
CPU time1 days 4 hours 53 min 33 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size170.56 MB
Peak swap size175.75 MB
Peak disk usage6.69 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ight_decay: 0.0002438374

epoch time: 941.5074462891s, input_fired_time: 9.1898012161, output_fired_time: 9.7036962509, propagate_forward_time: 353.6786499023, propagate_backward_time: 559.0548095703, weight_update_time: 1.0390993357, other_time: 9.8804931641
epoch time: 75.5205383301s, input_fired_time: 1.1523231268, output_fired_time: 0.0000000000, propagate_forward_time: 72.6203689575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7478485107
validation[          , genome 16666] predictions:    9816/  10000 (98.16%), best:    9845/10000 (98.45%), error:       558.43188, best error:       471.07922 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 951.9481201172s, input_fired_time: 9.2580547333, output_fired_time: 9.7393941879, propagate_forward_time: 359.8492736816, propagate_backward_time: 563.2780151367, weight_update_time: 1.0434321165, other_time: 9.8234252930
epoch time: 76.2236022949s, input_fired_time: 1.1610755920, output_fired_time: 0.0000000000, propagate_forward_time: 73.3584442139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7040863037
validation[          , genome 16666] predictions:    9842/  10000 (98.42%), best:    9845/10000 (98.45%), error:       490.68634, best error:       471.07922 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 961.0013427734s, input_fired_time: 9.3607358932, output_fired_time: 9.8049831390, propagate_forward_time: 363.7239379883, propagate_backward_time: 568.2192993164, weight_update_time: 1.0583437681, other_time: 9.8923950195
epoch time: 76.2766036987s, input_fired_time: 1.1577003002, output_fired_time: 0.0000000000, propagate_forward_time: 73.4241409302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6947631836
validation[          , genome 16666] predictions:    9812/  10000 (98.12%), best:    9845/10000 (98.45%), error:       577.78351, best error:       471.07922 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 954.0082397461s, input_fired_time: 9.3341121674, output_fired_time: 9.7977752686, propagate_forward_time: 359.9382934570, propagate_backward_time: 564.9356689453, weight_update_time: 1.0658569336, other_time: 10.0023803711
epoch time: 75.6380233765s, input_fired_time: 1.1415334940, output_fired_time: 0.0000000000, propagate_forward_time: 72.8667907715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6296997070
validation[          , genome 16666] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       458.20175, best error:       458.20175 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 948.4207763672s, input_fired_time: 9.2739095688, output_fired_time: 9.7692909241, propagate_forward_time: 356.9886169434, propagate_backward_time: 562.4541625977, weight_update_time: 1.0534886122, other_time: 9.9347534180
epoch time: 74.0924072266s, input_fired_time: 1.1314394474, output_fired_time: 0.0000000000, propagate_forward_time: 71.3003692627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6605987549
validation[          , genome 16666] predictions:    9814/  10000 (98.14%), best:    9845/10000 (98.45%), error:       614.14661, best error:       458.20175 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 958.1191406250s, input_fired_time: 9.3374624252, output_fired_time: 9.7824735641, propagate_forward_time: 363.0297241211, propagate_backward_time: 566.1317749023, weight_update_time: 1.0543745756, other_time: 9.8377075195
epoch time: 72.3216247559s, input_fired_time: 1.1386793852, output_fired_time: 0.0000000000, propagate_forward_time: 69.4545059204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7284393311
validation[          , genome 16666] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       451.78610, best error:       451.78610 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 956.6915283203s, input_fired_time: 9.3283290863, output_fired_time: 9.7738618851, propagate_forward_time: 362.3426208496, propagate_backward_time: 565.4376220703, weight_update_time: 1.0477330685, other_time: 9.8090820313
epoch time: 74.8045501709s, input_fired_time: 1.1485390663, output_fired_time: 0.0000000000, propagate_forward_time: 71.9359970093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7200164795
validation[          , genome 16666] predictions:    9819/  10000 (98.19%), best:    9849/10000 (98.49%), error:       538.67126, best error:       451.78610 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 954.0081176758s, input_fired_time: 9.3082218170, output_fired_time: 9.7807168961, propagate_forward_time: 360.5079956055, propagate_backward_time: 564.5111694336, weight_update_time: 1.0565518141, other_time: 9.9000244141
epoch time: 75.3992462158s, input_fired_time: 1.1398851871, output_fired_time: 0.0000000000, propagate_forward_time: 72.6079101563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6514511108
validation[          , genome 16666] predictions:    9840/  10000 (98.40%), best:    9849/10000 (98.49%), error:       527.42535, best error:       451.78610 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 955.1940917969s, input_fired_time: 9.3670787811, output_fired_time: 9.7988843918, propagate_forward_time: 361.4627685547, propagate_backward_time: 564.5394287109, weight_update_time: 1.0644314289, other_time: 10.0259399414
epoch time: 76.2118148804s, input_fired_time: 1.1629743576, output_fired_time: 0.0000000000, propagate_forward_time: 73.3525466919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6962966919
validation[          , genome 16666] predictions:    9846/  10000 (98.46%), best:    9849/10000 (98.49%), error:       453.38760, best error:       451.78610 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 955.7852172852s, input_fired_time: 9.3200407028, output_fired_time: 9.7836980820, propagate_forward_time: 361.3563842773, propagate_backward_time: 565.4461059570, weight_update_time: 1.0573405027, other_time: 9.8789672852
epoch time: 74.9015884399s, input_fired_time: 1.1297624111, output_fired_time: 0.0000000000, propagate_forward_time: 72.1396102905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6322174072
validation[          , genome 16666] predictions:    9845/  10000 (98.45%), best:    9849/10000 (98.49%), error:       458.64728, best error:       451.78610 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 947.7509765625s, input_fired_time: 9.2761745453, output_fired_time: 9.7292852402, propagate_forward_time: 357.0645141602, propagate_backward_time: 561.8994140625, weight_update_time: 1.0374890566, other_time: 9.7815551758
epoch time: 74.7514572144s, input_fired_time: 1.1509462595, output_fired_time: 0.0000000000, propagate_forward_time: 71.9366760254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6638336182
validation[          , genome 16666] predictions:    9866/  10000 (98.66%), best:    9849/10000 (98.49%), error:       477.28360, best error:       451.78610 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 948.3948974609s, input_fired_time: 9.2734394073, output_fired_time: 9.7510786057, propagate_forward_time: 357.5955505371, propagate_backward_time: 561.9419555664, weight_update_time: 1.0448918343, other_time: 9.8328247070
epoch time: 77.1590347290s, input_fired_time: 1.1876262426, output_fired_time: 0.0000000000, propagate_forward_time: 74.2136764526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7577285767
validation[          , genome 16666] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       440.31732, best error:       440.31732 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 960.1216430664s, input_fired_time: 9.3801145554, output_fired_time: 9.8091573715, propagate_forward_time: 363.4021301270, propagate_backward_time: 567.6920166016, weight_update_time: 1.0587310791, other_time: 9.8382568359
epoch time: 75.6578369141s, input_fired_time: 1.1499679089, output_fired_time: 0.0000000000, propagate_forward_time: 72.8499298096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6579360962
validation[          , genome 16666] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       415.13547, best error:       415.13547 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 940.2974243164s, input_fired_time: 9.2663202286, output_fired_time: 9.7259550095, propagate_forward_time: 353.0804748535, propagate_backward_time: 558.2423706055, weight_update_time: 1.0416090488, other_time: 9.9823608398
epoch time: 75.7187652588s, input_fired_time: 1.1506752968, output_fired_time: 0.0000000000, propagate_forward_time: 72.8924713135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6756210327
validation[          , genome 16666] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       400.12808, best error:       400.12808 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 956.5584716797s, input_fired_time: 9.3423213959, output_fired_time: 9.8163032532, propagate_forward_time: 362.1780700684, propagate_backward_time: 565.3139038086, weight_update_time: 1.0660026073, other_time: 9.9078979492
epoch time: 75.8704605103s, input_fired_time: 1.1534783840, output_fired_time: 0.0000000000, propagate_forward_time: 73.0226440430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6943359375
validation[          , genome 16666] predictions:    9863/  10000 (98.63%), best:    9873/10000 (98.73%), error:       430.92609, best error:       400.12808 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 955.8995361328s, input_fired_time: 9.3289308548, output_fired_time: 9.7663421631, propagate_forward_time: 361.9937133789, propagate_backward_time: 564.9812011719, weight_update_time: 1.0559092760, other_time: 9.8293457031
epoch time: 75.9234695435s, input_fired_time: 1.1602935791, output_fired_time: 0.0000000000, propagate_forward_time: 73.0305099487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7326660156
validation[          , genome 16666] predictions:    9849/  10000 (98.49%), best:    9873/10000 (98.73%), error:       454.61221, best error:       400.12808 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 955.7194213867s, input_fired_time: 9.2843265533, output_fired_time: 9.7646522522, propagate_forward_time: 361.5157165527, propagate_backward_time: 565.3640747070, weight_update_time: 1.0499449968, other_time: 9.7907104492
epoch time: 74.4563446045s, input_fired_time: 1.1512980461, output_fired_time: 0.0000000000, propagate_forward_time: 71.5930938721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7119522095
validation[          , genome 16666] predictions:    9846/  10000 (98.46%), best:    9873/10000 (98.73%), error:       474.80524, best error:       400.12808 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 962.1398925781s, input_fired_time: 9.3727941513, output_fired_time: 9.8116989136, propagate_forward_time: 365.3572998047, propagate_backward_time: 567.7254638672, weight_update_time: 1.0630303621, other_time: 9.8726196289
epoch time: 76.6203460693s, input_fired_time: 1.1627191305, output_fired_time: 0.0000000000, propagate_forward_time: 73.8091735840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6484527588
validation[          , genome 16666] predictions:    9857/  10000 (98.57%), best:    9873/10000 (98.73%), error:       449.25003, best error:       400.12808 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 953.3108520508s, input_fired_time: 9.3371076584, output_fired_time: 9.7884941101, propagate_forward_time: 360.0040283203, propagate_backward_time: 564.3082885742, weight_update_time: 1.0506458282, other_time: 9.8729248047
epoch time: 76.1567611694s, input_fired_time: 1.1527215242, output_fired_time: 0.0000000000, propagate_forward_time: 73.3821258545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6219100952
validation[          , genome 16666] predictions:    9865/  10000 (98.65%), best:    9873/10000 (98.73%), error:       438.73389, best error:       400.12808 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 962.2150268555s, input_fired_time: 9.3665399551, output_fired_time: 9.8240871429, propagate_forward_time: 365.0487670898, propagate_backward_time: 568.1595458984, weight_update_time: 1.0623062849, other_time: 9.8161010742
epoch time: 76.1980361938s, input_fired_time: 1.1638464928, output_fired_time: 0.0000000000, propagate_forward_time: 73.2892456055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7449417114
validation[          , genome 16666] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       369.25751, best error:       369.25751 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 954.0533447266s, input_fired_time: 9.3307046890, output_fired_time: 9.7716426849, propagate_forward_time: 360.6221313477, propagate_backward_time: 564.4469604492, weight_update_time: 1.0563510656, other_time: 9.8818969727
epoch time: 75.6771316528s, input_fired_time: 1.1571272612, output_fired_time: 0.0000000000, propagate_forward_time: 72.8533096313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6666946411
validation[          , genome 16666] predictions:    9866/  10000 (98.66%), best:    9886/10000 (98.86%), error:       395.64380, best error:       369.25751 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 948.8471679688s, input_fired_time: 9.2841558456, output_fired_time: 9.7392940521, propagate_forward_time: 358.3978881836, propagate_backward_time: 561.6467895508, weight_update_time: 1.0399787426, other_time: 9.7789916992
epoch time: 75.2469406128s, input_fired_time: 1.1679044962, output_fired_time: 0.0000000000, propagate_forward_time: 72.3517456055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7272872925
validation[          , genome 16666] predictions:    9847/  10000 (98.47%), best:    9886/10000 (98.86%), error:       486.33566, best error:       369.25751 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 954.0093383789s, input_fired_time: 9.2987775803, output_fired_time: 9.7544927597, propagate_forward_time: 360.6707153320, propagate_backward_time: 564.5025024414, weight_update_time: 1.0483094454, other_time: 9.7828369141
epoch time: 74.6763763428s, input_fired_time: 1.1501723528, output_fired_time: 0.0000000000, propagate_forward_time: 71.8305053711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6957015991
validation[          , genome 16666] predictions:    9834/  10000 (98.34%), best:    9886/10000 (98.86%), error:       501.24747, best error:       369.25751 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 951.4913330078s, input_fired_time: 9.2930650711, output_fired_time: 9.7810382843, propagate_forward_time: 359.0324401855, propagate_backward_time: 563.5555419922, weight_update_time: 1.0462154150, other_time: 9.8292236328
epoch time: 75.8727264404s, input_fired_time: 1.1567385197, output_fired_time: 0.0000000000, propagate_forward_time: 73.0418624878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6741256714
validation[          , genome 16666] predictions:    9877/  10000 (98.77%), best:    9886/10000 (98.86%), error:       410.30246, best error:       369.25751 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 946.1576538086s, input_fired_time: 9.2853765488, output_fired_time: 9.7478752136, propagate_forward_time: 356.1954650879, propagate_backward_time: 561.0304565430, weight_update_time: 1.0486657619, other_time: 9.8984985352
epoch time: 73.5439605713s, input_fired_time: 1.1429123878, output_fired_time: 0.0000000000, propagate_forward_time: 70.7373886108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6636581421
validation[          , genome 16666] predictions:    9833/  10000 (98.33%), best:    9886/10000 (98.86%), error:       508.56595, best error:       369.25751 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 952.3739624023s, input_fired_time: 9.3341264725, output_fired_time: 9.7812089920, propagate_forward_time: 359.3101806641, propagate_backward_time: 564.1079711914, weight_update_time: 1.0499686003, other_time: 9.8405151367
epoch time: 72.2814636230s, input_fired_time: 1.1482769251, output_fired_time: 0.0000000000, propagate_forward_time: 69.3512954712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7818908691
validation[          , genome 16666] predictions:    9891/  10000 (98.91%), best:    9886/10000 (98.86%), error:       378.76959, best error:       369.25751 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 944.3147583008s, input_fired_time: 9.2830858231, output_fired_time: 9.7585906982, propagate_forward_time: 354.5965270996, propagate_backward_time: 560.6698608398, weight_update_time: 1.0474330187, other_time: 10.0066528320
epoch time: 73.9811172485s, input_fired_time: 1.1437097788, output_fired_time: 0.0000000000, propagate_forward_time: 71.1605072021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6769027710
validation[          , genome 16666] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       367.58316, best error:       367.58316 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 951.7726440430s, input_fired_time: 9.3491277695, output_fired_time: 9.7836122513, propagate_forward_time: 359.0540771484, propagate_backward_time: 563.6757202148, weight_update_time: 1.0504475832, other_time: 9.9100952148
epoch time: 72.2211990356s, input_fired_time: 1.1359987259, output_fired_time: 0.0000000000, propagate_forward_time: 69.3679733276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7172241211
validation[          , genome 16666] predictions:    9869/  10000 (98.69%), best:    9883/10000 (98.83%), error:       411.54099, best error:       367.58316 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 958.6416625977s, input_fired_time: 9.3475780487, output_fired_time: 9.7721433640, propagate_forward_time: 363.6950988770, propagate_backward_time: 566.0785522461, weight_update_time: 1.0550076962, other_time: 9.7482299805
epoch time: 75.7250518799s, input_fired_time: 1.1663395166, output_fired_time: 0.0000000000, propagate_forward_time: 72.8025131226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7562026978
validation[          , genome 16666] predictions:    9868/  10000 (98.68%), best:    9883/10000 (98.83%), error:       403.91449, best error:       367.58316 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 951.7202758789s, input_fired_time: 9.3022737503, output_fired_time: 9.7696390152, propagate_forward_time: 359.8028259277, propagate_backward_time: 563.0710449219, weight_update_time: 1.0521681309, other_time: 9.7745361328
epoch time: 75.2371749878s, input_fired_time: 1.1644157171, output_fired_time: 0.0000000000, propagate_forward_time: 72.3435897827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7291717529
validation[          , genome 16666] predictions:    9866/  10000 (98.66%), best:    9883/10000 (98.83%), error:       406.73825, best error:       367.58316 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 958.9713745117s, input_fired_time: 9.3905725479, output_fired_time: 9.8116712570, propagate_forward_time: 362.4704895020, propagate_backward_time: 567.4479980469, weight_update_time: 1.0519690514, other_time: 9.8507080078
epoch time: 75.4110870361s, input_fired_time: 1.1710731983, output_fired_time: 0.0000000000, propagate_forward_time: 72.5002746582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7397384644
validation[          , genome 16666] predictions:    9894/  10000 (98.94%), best:    9883/10000 (98.83%), error:       370.13513, best error:       367.58316 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 949.8414306641s, input_fired_time: 9.2895812988, output_fired_time: 9.7511367798, propagate_forward_time: 358.3063659668, propagate_backward_time: 562.7394409180, weight_update_time: 1.0435366631, other_time: 9.7549438477
epoch time: 76.0528411865s, input_fired_time: 1.1667501926, output_fired_time: 0.0000000000, propagate_forward_time: 73.1376953125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7483978271
validation[          , genome 16666] predictions:    9874/  10000 (98.74%), best:    9883/10000 (98.83%), error:       412.86078, best error:       367.58316 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 953.4995727539s, input_fired_time: 9.3186292648, output_fired_time: 9.7617559433, propagate_forward_time: 360.5066528320, propagate_backward_time: 564.1482543945, weight_update_time: 1.0441243649, other_time: 9.7642822266
epoch time: 74.5554199219s, input_fired_time: 1.1429767609, output_fired_time: 0.0000000000, propagate_forward_time: 71.7539062500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6585388184
validation[          , genome 16666] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       352.55209, best error:       352.55209 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 956.0201416016s, input_fired_time: 9.3083753586, output_fired_time: 9.7634449005, propagate_forward_time: 362.1111145020, propagate_backward_time: 565.1870117188, weight_update_time: 1.0452568531, other_time: 9.6502685547
epoch time: 76.2739944458s, input_fired_time: 1.1761032343, output_fired_time: 0.0000000000, propagate_forward_time: 73.3728637695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7250289917
validation[          , genome 16666] predictions:    9869/  10000 (98.69%), best:    9883/10000 (98.83%), error:       423.07330, best error:       352.55209 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 941.7362060547s, input_fired_time: 9.2704734802, output_fired_time: 9.7222537994, propagate_forward_time: 353.5885009766, propagate_backward_time: 559.2578735352, weight_update_time: 1.0451135635, other_time: 9.8971557617
epoch time: 75.0224990845s, input_fired_time: 1.1597634554, output_fired_time: 0.0000000000, propagate_forward_time: 72.1558990479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7068328857
validation[          , genome 16666] predictions:    9882/  10000 (98.82%), best:    9883/10000 (98.83%), error:       378.04901, best error:       352.55209 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 959.1108398438s, input_fired_time: 9.4275350571, output_fired_time: 9.8101930618, propagate_forward_time: 363.1308593750, propagate_backward_time: 566.8199462891, weight_update_time: 1.0634773970, other_time: 9.9223022461
epoch time: 75.8349990845s, input_fired_time: 1.1579896212, output_fired_time: 0.0000000000, propagate_forward_time: 73.0287704468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6482391357
validation[          , genome 16666] predictions:    9884/  10000 (98.84%), best:    9883/10000 (98.83%), error:       364.65350, best error:       352.55209 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 948.1141357422s, input_fired_time: 9.3102979660, output_fired_time: 9.7511615753, propagate_forward_time: 357.1945800781, propagate_backward_time: 562.0126953125, weight_update_time: 1.0454019308, other_time: 9.8453979492
epoch time: 75.8792495728s, input_fired_time: 1.1703649759, output_fired_time: 0.0000000000, propagate_forward_time: 72.9767074585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7321777344
validation[          , genome 16666] predictions:    9865/  10000 (98.65%), best:    9883/10000 (98.83%), error:       449.73914, best error:       352.55209 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 961.7354125977s, input_fired_time: 9.4395265579, output_fired_time: 9.8199329376, propagate_forward_time: 364.9427795410, propagate_backward_time: 567.7609252930, weight_update_time: 1.0527490377, other_time: 9.7722778320
epoch time: 72.1412429810s, input_fired_time: 1.1418409348, output_fired_time: 0.0000000000, propagate_forward_time: 69.2854843140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7139205933
validation[          , genome 16666] predictions:    9857/  10000 (98.57%), best:    9883/10000 (98.83%), error:       424.14539, best error:       352.55209 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 955.5964965820s, input_fired_time: 9.3606100082, output_fired_time: 9.7768478394, propagate_forward_time: 361.4039611816, propagate_backward_time: 565.2564697266, weight_update_time: 1.0491346121, other_time: 9.7985839844
epoch time: 76.2796325684s, input_fired_time: 1.1692417860, output_fired_time: 0.0000000000, propagate_forward_time: 73.4087371826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7016525269
validation[          , genome 16666] predictions:    9869/  10000 (98.69%), best:    9883/10000 (98.83%), error:       386.51678, best error:       352.55209 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 954.7919311523s, input_fired_time: 9.3558263779, output_fired_time: 9.7738714218, propagate_forward_time: 361.1457824707, propagate_backward_time: 564.6951293945, weight_update_time: 1.0519964695, other_time: 9.8213500977
epoch time: 75.7797317505s, input_fired_time: 1.1649574041, output_fired_time: 0.0000000000, propagate_forward_time: 72.8830261230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7317504883
validation[          , genome 16666] predictions:    9887/  10000 (98.87%), best:    9883/10000 (98.83%), error:       400.32635, best error:       352.55209 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 961.5158691406s, input_fired_time: 9.4060201645, output_fired_time: 9.8118915558, propagate_forward_time: 364.8726196289, propagate_backward_time: 567.5877075195, weight_update_time: 1.0617549419, other_time: 9.8376464844
epoch time: 70.8285980225s, input_fired_time: 1.1300004721, output_fired_time: 0.0000000000, propagate_forward_time: 67.9685897827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7300109863
validation[          , genome 16666] predictions:    9886/  10000 (98.86%), best:    9883/10000 (98.83%), error:       376.82837, best error:       352.55209 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 944.8287963867s, input_fired_time: 9.2366180420, output_fired_time: 9.6999130249, propagate_forward_time: 356.0991210938, propagate_backward_time: 560.0929565430, weight_update_time: 1.0385864973, other_time: 9.7001953125
epoch time: 76.1901550293s, input_fired_time: 1.1650443077, output_fired_time: 0.0000000000, propagate_forward_time: 73.3308258057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6942825317
validation[          , genome 16666] predictions:    9872/  10000 (98.72%), best:    9883/10000 (98.83%), error:       393.65332, best error:       352.55209 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 943.0283813477s, input_fired_time: 9.2572898865, output_fired_time: 9.7138586044, propagate_forward_time: 355.3743896484, propagate_backward_time: 558.7504272461, weight_update_time: 1.0429084301, other_time: 9.9324340820
epoch time: 77.3399200439s, input_fired_time: 1.1833237410, output_fired_time: 0.0000000000, propagate_forward_time: 74.4371032715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7194900513
validation[          , genome 16666] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       372.22644, best error:       352.55209 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 958.4920654297s, input_fired_time: 9.3834915161, output_fired_time: 9.7863626480, propagate_forward_time: 363.2426757813, propagate_backward_time: 566.2460327148, weight_update_time: 1.0588164330, other_time: 9.8334960938
epoch time: 75.8869171143s, input_fired_time: 1.1530417204, output_fired_time: 0.0000000000, propagate_forward_time: 73.1125717163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6213073730
validation[          , genome 16666] predictions:    9893/  10000 (98.93%), best:    9883/10000 (98.83%), error:       354.28290, best error:       352.55209 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 960.5596923828s, input_fired_time: 9.3568983078, output_fired_time: 9.7997512817, propagate_forward_time: 364.8407592773, propagate_backward_time: 566.8616943359, weight_update_time: 1.0506273508, other_time: 9.7006225586
epoch time: 76.2747268677s, input_fired_time: 1.1699260473, output_fired_time: 0.0000000000, propagate_forward_time: 73.3944168091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7103805542
validation[          , genome 16666] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       347.51843, best error:       347.51843 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 953.4230346680s, input_fired_time: 9.3534097672, output_fired_time: 9.7746295929, propagate_forward_time: 360.3192443848, propagate_backward_time: 564.0673217773, weight_update_time: 1.0611827374, other_time: 9.9083862305
epoch time: 75.0163803101s, input_fired_time: 1.1797887087, output_fired_time: 0.0000000000, propagate_forward_time: 72.0903167725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7462768555
validation[          , genome 16666] predictions:    9894/  10000 (98.94%), best:    9889/10000 (98.89%), error:       349.29660, best error:       347.51843 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 949.1092529297s, input_fired_time: 9.3544816971, output_fired_time: 9.7820377350, propagate_forward_time: 357.5637512207, propagate_backward_time: 562.5101318359, weight_update_time: 1.0513176918, other_time: 9.8988037109
epoch time: 74.9362564087s, input_fired_time: 1.1570873260, output_fired_time: 0.0000000000, propagate_forward_time: 72.0693359375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7098312378
validation[          , genome 16666] predictions:    9880/  10000 (98.80%), best:    9889/10000 (98.89%), error:       369.12305, best error:       347.51843 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 956.4875488281s, input_fired_time: 9.3189210892, output_fired_time: 9.7727003098, propagate_forward_time: 362.3782958984, propagate_backward_time: 565.3784790039, weight_update_time: 1.0428168774, other_time: 9.6391601563
epoch time: 76.0854797363s, input_fired_time: 1.1716489792, output_fired_time: 0.0000000000, propagate_forward_time: 73.2081375122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7056961060
validation[          , genome 16666] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       344.46091, best error:       344.46091 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 945.4277954102s, input_fired_time: 9.2789278030, output_fired_time: 9.7033119202, propagate_forward_time: 356.0436096191, propagate_backward_time: 560.6228027344, weight_update_time: 1.0490775108, other_time: 9.7791748047
epoch time: 75.4372253418s, input_fired_time: 1.1537758112, output_fired_time: 0.0000000000, propagate_forward_time: 72.6558074951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6276397705
validation[          , genome 16666] predictions:    9887/  10000 (98.87%), best:    9895/10000 (98.95%), error:       367.62097, best error:       344.46091 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 952.9904174805s, input_fired_time: 9.3200521469, output_fired_time: 9.7559900284, propagate_forward_time: 360.3462829590, propagate_backward_time: 563.8839111328, weight_update_time: 1.0415757895, other_time: 9.6842041016
epoch time: 75.9042968750s, input_fired_time: 1.1879755259, output_fired_time: 0.0000000000, propagate_forward_time: 72.9462356567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7700881958
validation[          , genome 16666] predictions:    9884/  10000 (98.84%), best:    9895/10000 (98.95%), error:       366.81860, best error:       344.46091 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 948.5130615234s, input_fired_time: 9.3520708084, output_fired_time: 9.7933235168, propagate_forward_time: 357.2908020020, propagate_backward_time: 562.0870971680, weight_update_time: 1.0544707775, other_time: 9.9898071289
epoch time: 76.2933883667s, input_fired_time: 1.1693112850, output_fired_time: 0.0000000000, propagate_forward_time: 73.3908691406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7332077026
validation[          , genome 16666] predictions:    9856/  10000 (98.56%), best:    9895/10000 (98.95%), error:       433.51196, best error:       344.46091 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 946.0162353516s, input_fired_time: 9.3414087296, output_fired_time: 9.7572488785, propagate_forward_time: 356.9250183105, propagate_backward_time: 560.0748291016, weight_update_time: 1.0493316650, other_time: 9.9177246094
epoch time: 75.6649780273s, input_fired_time: 1.1524029970, output_fired_time: 0.0000000000, propagate_forward_time: 72.8547134399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6578598022
validation[          , genome 16666] predictions:    9889/  10000 (98.89%), best:    9895/10000 (98.95%), error:       358.35559, best error:       344.46091 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 944.0512695313s, input_fired_time: 9.2807979584, output_fired_time: 9.7087717056, propagate_forward_time: 355.4568176270, propagate_backward_time: 559.8095703125, weight_update_time: 1.0410703421, other_time: 9.7952880859
epoch time: 76.1183471680s, input_fired_time: 1.1782217026, output_fired_time: 0.0000000000, propagate_forward_time: 73.2393112183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7008132935
validation[          , genome 16666] predictions:    9880/  10000 (98.80%), best:    9895/10000 (98.95%), error:       361.46002, best error:       344.46091 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 953.1248779297s, input_fired_time: 9.3562822342, output_fired_time: 9.7673006058, propagate_forward_time: 359.7648010254, propagate_backward_time: 564.3499145508, weight_update_time: 1.0552459955, other_time: 9.8866577148
epoch time: 75.0634613037s, input_fired_time: 1.1631419659, output_fired_time: 0.0000000000, propagate_forward_time: 72.1866912842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7136306763
validation[          , genome 16666] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       334.55328, best error:       334.55328 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 958.1012573242s, input_fired_time: 9.3659381866, output_fired_time: 9.7583713531, propagate_forward_time: 363.4140930176, propagate_backward_time: 565.8793334961, weight_update_time: 1.0455510616, other_time: 9.6835327148
epoch time: 76.4312438965s, input_fired_time: 1.1698766947, output_fired_time: 0.0000000000, propagate_forward_time: 73.5044250488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7569427490
validation[          , genome 16666] predictions:    9892/  10000 (98.92%), best:    9898/10000 (98.98%), error:       380.60425, best error:       334.55328 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 940.0614624023s, input_fired_time: 9.3073348999, output_fired_time: 9.7388706207, propagate_forward_time: 351.9842224121, propagate_backward_time: 559.0252685547, weight_update_time: 1.0394853354, other_time: 10.0057373047
epoch time: 76.0261688232s, input_fired_time: 1.1551461220, output_fired_time: 0.0000000000, propagate_forward_time: 73.2567749023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6142501831
validation[          , genome 16666] predictions:    9890/  10000 (98.90%), best:    9898/10000 (98.98%), error:       351.82446, best error:       334.55328 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 956.2387695313s, input_fired_time: 9.4055166245, output_fired_time: 9.7865066528, propagate_forward_time: 360.6801452637, propagate_backward_time: 566.5103149414, weight_update_time: 1.0561147928, other_time: 9.8562622070
epoch time: 73.3352737427s, input_fired_time: 1.1581627131, output_fired_time: 0.0000000000, propagate_forward_time: 70.4210891724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7560195923
validation[          , genome 16666] predictions:    9894/  10000 (98.94%), best:    9898/10000 (98.98%), error:       340.91922, best error:       334.55328 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 959.4647827148s, input_fired_time: 9.4031534195, output_fired_time: 9.8183641434, propagate_forward_time: 363.4925537109, propagate_backward_time: 566.8802490234, weight_update_time: 1.0646593571, other_time: 9.8704833984
epoch time: 75.6154098511s, input_fired_time: 1.1696410179, output_fired_time: 0.0000000000, propagate_forward_time: 72.7464370728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6993331909
validation[          , genome 16666] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       334.33527, best error:       334.33527 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 957.0853271484s, input_fired_time: 9.3834447861, output_fired_time: 9.7904462814, propagate_forward_time: 363.1667785645, propagate_backward_time: 565.0164184570, weight_update_time: 1.0469211340, other_time: 9.7282104492
epoch time: 75.4005966187s, input_fired_time: 1.1616898775, output_fired_time: 0.0000000000, propagate_forward_time: 72.5356521606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7032546997
validation[          , genome 16666] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       333.56747, best error:       333.56747 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 952.6718139648s, input_fired_time: 9.3368349075, output_fired_time: 9.7526731491, propagate_forward_time: 359.2526245117, propagate_backward_time: 564.5496826172, weight_update_time: 1.0453889370, other_time: 9.7799682617
epoch time: 74.8658523560s, input_fired_time: 1.1772274971, output_fired_time: 0.0000000000, propagate_forward_time: 71.9543304443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7342910767
validation[          , genome 16666] predictions:    9887/  10000 (98.87%), best:    9898/10000 (98.98%), error:       349.35037, best error:       333.56747 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 950.5576171875s, input_fired_time: 9.3645687103, output_fired_time: 9.7564964294, propagate_forward_time: 358.2530212402, propagate_backward_time: 563.3323364258, weight_update_time: 1.0466245413, other_time: 9.8512573242
epoch time: 75.9569015503s, input_fired_time: 1.1678986549, output_fired_time: 0.0000000000, propagate_forward_time: 73.0764083862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7125930786
validation[          , genome 16666] predictions:    9892/  10000 (98.92%), best:    9898/10000 (98.98%), error:       362.82663, best error:       333.56747 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 961.5386962891s, input_fired_time: 9.4154663086, output_fired_time: 9.8075532913, propagate_forward_time: 364.5781555176, propagate_backward_time: 567.9133300781, weight_update_time: 1.0589690208, other_time: 9.8242187500
epoch time: 74.7048797607s, input_fired_time: 1.1796649694, output_fired_time: 0.0000000000, propagate_forward_time: 71.8171081543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7081069946
validation[          , genome 16666] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       319.93808, best error:       319.93808 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 941.7359619141s, input_fired_time: 9.3030691147, output_fired_time: 9.6868534088, propagate_forward_time: 353.7284851074, propagate_backward_time: 559.1550903320, weight_update_time: 1.0352793932, other_time: 9.8624877930
epoch time: 75.2042999268s, input_fired_time: 1.1571437120, output_fired_time: 0.0000000000, propagate_forward_time: 72.3784713745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6686859131
validation[          , genome 16666] predictions:    9901/  10000 (99.01%), best:    9902/10000 (99.02%), error:       335.91400, best error:       319.93808 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 955.8471679688s, input_fired_time: 9.3662500381, output_fired_time: 9.7544775009, propagate_forward_time: 361.7247924805, propagate_backward_time: 565.3259887695, weight_update_time: 1.0433622599, other_time: 9.6756591797
epoch time: 74.1395187378s, input_fired_time: 1.1589123011, output_fired_time: 0.0000000000, propagate_forward_time: 71.2791213989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7014846802
validation[          , genome 16666] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       316.28558, best error:       316.28558 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 955.0963134766s, input_fired_time: 9.4139556885, output_fired_time: 9.7809190750, propagate_forward_time: 361.2186584473, propagate_backward_time: 564.7539062500, weight_update_time: 1.0615085363, other_time: 9.9288330078
epoch time: 71.0519485474s, input_fired_time: 1.1578360796, output_fired_time: 0.0000000000, propagate_forward_time: 68.1009368896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7931747437
validation[          , genome 16666] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       350.36395, best error:       316.28558 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 959.4517211914s, input_fired_time: 9.4259986877, output_fired_time: 9.8303241730, propagate_forward_time: 363.2196655273, propagate_backward_time: 567.1078491211, weight_update_time: 1.0579948425, other_time: 9.8678588867
epoch time: 76.1947097778s, input_fired_time: 1.1716601849, output_fired_time: 0.0000000000, propagate_forward_time: 73.3372955322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6857528687
validation[          , genome 16666] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       330.20782, best error:       316.28558 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 956.9396362305s, input_fired_time: 9.3774423599, output_fired_time: 9.7675991058, propagate_forward_time: 361.9516601563, propagate_backward_time: 566.0757446289, weight_update_time: 1.0484375954, other_time: 9.7672119141
epoch time: 75.9687118530s, input_fired_time: 1.1930149794, output_fired_time: 0.0000000000, propagate_forward_time: 73.0264205933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7492752075
validation[          , genome 16666] predictions:    9888/  10000 (98.88%), best:    9906/10000 (99.06%), error:       374.31601, best error:       316.28558 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 958.6798706055s, input_fired_time: 9.3860015869, output_fired_time: 9.8082695007, propagate_forward_time: 363.3779296875, propagate_backward_time: 566.3328857422, weight_update_time: 1.0596948862, other_time: 9.7747802734
epoch time: 75.3335494995s, input_fired_time: 1.1772412062, output_fired_time: 0.0000000000, propagate_forward_time: 72.4321365356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7241744995
validation[          , genome 16666] predictions:    9878/  10000 (98.78%), best:    9906/10000 (99.06%), error:       391.36038, best error:       316.28558 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 958.6005859375s, input_fired_time: 9.3797903061, output_fired_time: 9.7734832764, propagate_forward_time: 363.5566406250, propagate_backward_time: 566.2395019531, weight_update_time: 1.0392477512, other_time: 9.6511840820
epoch time: 76.0329818726s, input_fired_time: 1.1791043282, output_fired_time: 0.0000000000, propagate_forward_time: 73.1627426147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6911315918
validation[          , genome 16666] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       320.63010, best error:       316.28558 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 952.0458984375s, input_fired_time: 9.3896932602, output_fired_time: 9.7785158157, propagate_forward_time: 359.4532470703, propagate_backward_time: 563.4489746094, weight_update_time: 1.0599794388, other_time: 9.9754638672
epoch time: 74.3453292847s, input_fired_time: 1.1562843323, output_fired_time: 0.0000000000, propagate_forward_time: 71.5526809692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6363601685
validation[          , genome 16666] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       329.53809, best error:       316.28558 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 956.6813964844s, input_fired_time: 9.4002876282, output_fired_time: 9.7828845978, propagate_forward_time: 362.7661743164, propagate_backward_time: 564.9158325195, weight_update_time: 1.0529372692, other_time: 9.8162231445
epoch time: 76.8797378540s, input_fired_time: 1.1799889803, output_fired_time: 0.0000000000, propagate_forward_time: 73.9629898071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7367553711
validation[          , genome 16666] predictions:    9874/  10000 (98.74%), best:    9906/10000 (99.06%), error:       444.88205, best error:       316.28558 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 960.1167602539s, input_fired_time: 9.4102716446, output_fired_time: 9.7831497192, propagate_forward_time: 364.7549438477, propagate_backward_time: 566.4605102539, weight_update_time: 1.0504039526, other_time: 9.7078857422
epoch time: 75.9347152710s, input_fired_time: 1.1760748625, output_fired_time: 0.0000000000, propagate_forward_time: 73.0554885864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7031555176
validation[          , genome 16666] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       318.61011, best error:       316.28558 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 953.2167968750s, input_fired_time: 9.3802175522, output_fired_time: 9.7736854553, propagate_forward_time: 360.1934509277, propagate_backward_time: 564.0416259766, weight_update_time: 1.0468932390, other_time: 9.8278808594
epoch time: 75.8252182007s, input_fired_time: 1.1640797853, output_fired_time: 0.0000000000, propagate_forward_time: 72.9993515015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6617889404
validation[          , genome 16666] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       339.19781, best error:       316.28558 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 952.0293579102s, input_fired_time: 9.3812866211, output_fired_time: 9.7526416779, propagate_forward_time: 358.9155273438, propagate_backward_time: 564.0753784180, weight_update_time: 1.0494996309, other_time: 9.9045410156
epoch time: 71.0723114014s, input_fired_time: 1.1460403204, output_fired_time: 0.0000000000, propagate_forward_time: 68.1407852173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7854843140
validation[          , genome 16666] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       332.28781, best error:       316.28558 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 948.7520141602s, input_fired_time: 9.3497219086, output_fired_time: 9.7266616821, propagate_forward_time: 358.0090026855, propagate_backward_time: 561.8122558594, weight_update_time: 1.0541932583, other_time: 9.8543701172
epoch time: 76.9576339722s, input_fired_time: 1.1935650110, output_fired_time: 0.0000000000, propagate_forward_time: 74.0128250122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7512435913
validation[          , genome 16666] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       337.02081, best error:       316.28558 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 957.0988769531s, input_fired_time: 9.3623723984, output_fired_time: 9.7758970261, propagate_forward_time: 362.3168334961, propagate_backward_time: 565.9932861328, weight_update_time: 1.0374076366, other_time: 9.6505126953
epoch time: 77.0342864990s, input_fired_time: 1.1961452961, output_fired_time: 0.0000000000, propagate_forward_time: 74.1194076538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7187347412
validation[          , genome 16666] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       333.77747, best error:       316.28558 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 955.4006958008s, input_fired_time: 9.4262065887, output_fired_time: 9.8143081665, propagate_forward_time: 362.0804748535, propagate_backward_time: 564.2497558594, weight_update_time: 1.0475832224, other_time: 9.8299560547
epoch time: 78.4747924805s, input_fired_time: 1.2173420191, output_fired_time: 0.0000000000, propagate_forward_time: 75.5394134521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7180404663
validation[          , genome 16666] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       317.37302, best error:       316.28558 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 944.5437011719s, input_fired_time: 9.3107070923, output_fired_time: 9.7069492340, propagate_forward_time: 355.8540039063, propagate_backward_time: 559.8293457031, weight_update_time: 1.0412075520, other_time: 9.8426513672
epoch time: 74.7597579956s, input_fired_time: 1.1651303768, output_fired_time: 0.0000000000, propagate_forward_time: 71.9070739746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6875534058
validation[          , genome 16666] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       314.71515, best error:       314.71515 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 954.1874389648s, input_fired_time: 9.4228363037, output_fired_time: 9.7919120789, propagate_forward_time: 361.1529846191, propagate_backward_time: 563.9160766602, weight_update_time: 1.0568791628, other_time: 9.9036254883
epoch time: 75.7803421021s, input_fired_time: 1.1658569574, output_fired_time: 0.0000000000, propagate_forward_time: 72.9587860107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6557006836
validation[          , genome 16666] predictions:    9899/  10000 (98.99%), best:    9904/10000 (99.04%), error:       336.67200, best error:       314.71515 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 950.3828735352s, input_fired_time: 9.3828105927, output_fired_time: 9.7331953049, propagate_forward_time: 358.1629333496, propagate_backward_time: 563.2073974609, weight_update_time: 1.0517227650, other_time: 9.8964843750
epoch time: 76.8318481445s, input_fired_time: 1.1875183582, output_fired_time: 0.0000000000, propagate_forward_time: 73.9195022583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7248306274
validation[          , genome 16666] predictions:    9894/  10000 (98.94%), best:    9904/10000 (99.04%), error:       336.94562, best error:       314.71515 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 955.9812011719s, input_fired_time: 9.3965063095, output_fired_time: 9.7392320633, propagate_forward_time: 362.0919799805, propagate_backward_time: 565.0161743164, weight_update_time: 1.0482025146, other_time: 9.7373046875
epoch time: 72.7411956787s, input_fired_time: 1.1840091944, output_fired_time: 0.0000000000, propagate_forward_time: 69.6863937378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8707962036
validation[          , genome 16666] predictions:    9902/  10000 (99.02%), best:    9904/10000 (99.04%), error:       321.08893, best error:       314.71515 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 957.4540405273s, input_fired_time: 9.4259557724, output_fired_time: 9.8007879257, propagate_forward_time: 362.4862670898, propagate_backward_time: 565.8341674805, weight_update_time: 1.0605419874, other_time: 9.9068603516
epoch time: 73.6758117676s, input_fired_time: 1.1634001732, output_fired_time: 0.0000000000, propagate_forward_time: 70.8129272461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6994857788
validation[          , genome 16666] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       325.45160, best error:       314.71515 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 953.8125610352s, input_fired_time: 9.4029359818, output_fired_time: 9.7797231674, propagate_forward_time: 360.5009460449, propagate_backward_time: 564.2670288086, weight_update_time: 1.0543465614, other_time: 9.8618774414
epoch time: 76.3296127319s, input_fired_time: 1.1907233000, output_fired_time: 0.0000000000, propagate_forward_time: 73.4413070679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6975860596
validation[          , genome 16666] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       314.13379, best error:       314.13379 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 959.1716918945s, input_fired_time: 9.3963260651, output_fired_time: 9.8131036758, propagate_forward_time: 363.8269348145, propagate_backward_time: 566.4246215820, weight_update_time: 1.0479019880, other_time: 9.7107543945
epoch time: 75.3085327148s, input_fired_time: 1.1725298166, output_fired_time: 0.0000000000, propagate_forward_time: 72.4024658203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7335357666
validation[          , genome 16666] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       315.91882, best error:       314.13379 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 957.1908569336s, input_fired_time: 9.3886346817, output_fired_time: 9.7997665405, propagate_forward_time: 363.0354309082, propagate_backward_time: 565.1681518555, weight_update_time: 1.0539116859, other_time: 9.7988891602
epoch time: 75.5479965210s, input_fired_time: 1.1723902225, output_fired_time: 0.0000000000, propagate_forward_time: 72.6808700562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6947326660
validation[          , genome 16666] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       312.76245, best error:       312.76245 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 962.0848388672s, input_fired_time: 9.4176683426, output_fired_time: 9.7971286774, propagate_forward_time: 365.1408081055, propagate_backward_time: 568.0083618164, weight_update_time: 1.0536826849, other_time: 9.7208862305
epoch time: 76.2648315430s, input_fired_time: 1.1885908842, output_fired_time: 0.0000000000, propagate_forward_time: 73.3734817505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7027587891
validation[          , genome 16666] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       318.04849, best error:       312.76245 on epoch:    99, 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: 366.2035827637s, input_fired_time: 5.8304772377, output_fired_time: 0.0000000000, propagate_forward_time: 351.5891113281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.7839965820
best training[          , genome 16666] predictions:   50000/  50000 (100.00%), best:    9905/10000 (99.05%), error:        82.58284, best error:       312.76245 on epoch:    99, 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: 75.9943771362s, input_fired_time: 1.1745845079, output_fired_time: 0.0000000000, propagate_forward_time: 73.1561813354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6636123657
   testing[          , genome 16666] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       281.19592, best error:       312.76245 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:20:33 (5100): called boinc_finish(0)

</stderr_txt>
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