Nameexact_genome_1508499903_21_16063_1
Workunit2270630
Created26 Oct 2017, 15:02:22 UTC
Sent26 Oct 2017, 15:35:10 UTC
Report deadline16 Dec 2017, 14:25:51 UTC
Received30 Oct 2017, 22:04:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 days 3 hours 45 min 20 sec
CPU time1 days 3 hours 37 min 58 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size174.55 MB
Peak swap size179.47 MB
Peak disk usage6.37 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
6806030273
epoch time: 71.2901382446s, input_fired_time: 1.3230400085, output_fired_time: 0.0000000000, propagate_forward_time: 68.0657882690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9013137817
validation[          , genome 16063] predictions:    9829/  10000 (98.29%), best:    9845/10000 (98.45%), error:       541.69055, best error:       488.16223 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 912.8773193359s, input_fired_time: 10.6832447052, output_fired_time: 11.2932682037, propagate_forward_time: 342.1246032715, propagate_backward_time: 538.0975341797, weight_update_time: 0.9823934436, other_time: 10.6787109375
epoch time: 71.3196563721s, input_fired_time: 1.3128449917, output_fired_time: 0.0000000000, propagate_forward_time: 68.1043930054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9024200439
validation[          , genome 16063] predictions:    9812/  10000 (98.12%), best:    9845/10000 (98.45%), error:       590.87390, best error:       488.16223 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 913.0996093750s, input_fired_time: 10.6948432922, output_fired_time: 11.2579431534, propagate_forward_time: 341.9612121582, propagate_backward_time: 538.5272216797, weight_update_time: 0.9847154021, other_time: 10.6584472656
epoch time: 71.5359497070s, input_fired_time: 1.3163578510, output_fired_time: 0.0000000000, propagate_forward_time: 68.3205337524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8990554810
validation[          , genome 16063] predictions:    9842/  10000 (98.42%), best:    9845/10000 (98.45%), error:       498.32108, best error:       488.16223 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 911.9793090820s, input_fired_time: 10.7055978775, output_fired_time: 11.2913541794, propagate_forward_time: 341.4376525879, propagate_backward_time: 537.8726196289, weight_update_time: 0.9803547859, other_time: 10.6720581055
epoch time: 70.7921600342s, input_fired_time: 1.3133184910, output_fired_time: 0.0000000000, propagate_forward_time: 67.5580215454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9208221436
validation[          , genome 16063] predictions:    9832/  10000 (98.32%), best:    9845/10000 (98.45%), error:       563.11053, best error:       488.16223 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 912.5520019531s, input_fired_time: 10.7202987671, output_fired_time: 11.2883119583, propagate_forward_time: 342.4027099609, propagate_backward_time: 537.4380493164, weight_update_time: 0.9829686284, other_time: 10.7026367188
epoch time: 71.9320144653s, input_fired_time: 1.3274703026, output_fired_time: 0.0000000000, propagate_forward_time: 68.6963195801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9082260132
validation[          , genome 16063] predictions:    9802/  10000 (98.02%), best:    9845/10000 (98.45%), error:       643.45361, best error:       488.16223 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 912.4763183594s, input_fired_time: 10.7189378738, output_fired_time: 11.2551240921, propagate_forward_time: 341.8062133789, propagate_backward_time: 538.0352172852, weight_update_time: 0.9785793424, other_time: 10.6608276367
epoch time: 71.1473541260s, input_fired_time: 1.3244088888, output_fired_time: 0.0000000000, propagate_forward_time: 67.9033966064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9195480347
validation[          , genome 16063] predictions:    9730/  10000 (97.30%), best:    9845/10000 (98.45%), error:       893.27740, best error:       488.16223 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 913.5227050781s, input_fired_time: 10.7276964188, output_fired_time: 11.2943992615, propagate_forward_time: 342.6562805176, propagate_backward_time: 538.1536254883, weight_update_time: 0.9839659929, other_time: 10.6907348633
epoch time: 71.7186431885s, input_fired_time: 1.3214081526, output_fired_time: 0.0000000000, propagate_forward_time: 68.5046920776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8925399780
validation[          , genome 16063] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       483.74780, best error:       483.74780 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 912.7547607422s, input_fired_time: 10.7241725922, output_fired_time: 11.2783298492, propagate_forward_time: 341.6562194824, propagate_backward_time: 538.4252319336, weight_update_time: 0.9873788357, other_time: 10.6708374023
epoch time: 71.3042068481s, input_fired_time: 1.3293613195, output_fired_time: 0.0000000000, propagate_forward_time: 68.0736618042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9011840820
validation[          , genome 16063] predictions:    9841/  10000 (98.41%), best:    9850/10000 (98.50%), error:       534.60010, best error:       483.74780 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 910.5715332031s, input_fired_time: 10.7071456909, output_fired_time: 11.2686548233, propagate_forward_time: 340.5966186523, propagate_backward_time: 537.2951049805, weight_update_time: 0.9806945920, other_time: 10.7039794922
epoch time: 71.3677673340s, input_fired_time: 1.3272027969, output_fired_time: 0.0000000000, propagate_forward_time: 68.1194610596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9211044312
validation[          , genome 16063] predictions:    9847/  10000 (98.47%), best:    9850/10000 (98.50%), error:       505.99936, best error:       483.74780 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 913.5648193359s, input_fired_time: 10.7644252777, output_fired_time: 11.2863082886, propagate_forward_time: 342.6812133789, propagate_backward_time: 538.1437988281, weight_update_time: 0.9826422930, other_time: 10.6890869141
epoch time: 71.5991592407s, input_fired_time: 1.3200476170, output_fired_time: 0.0000000000, propagate_forward_time: 68.3790283203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9000854492
validation[          , genome 16063] predictions:    9818/  10000 (98.18%), best:    9850/10000 (98.50%), error:       585.58130, best error:       483.74780 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 911.5625610352s, input_fired_time: 10.7295312881, output_fired_time: 11.2503080368, propagate_forward_time: 341.3227844238, propagate_backward_time: 537.5654907227, weight_update_time: 0.9863995314, other_time: 10.6943969727
epoch time: 71.4270401001s, input_fired_time: 1.3350328207, output_fired_time: 0.0000000000, propagate_forward_time: 68.1672821045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9247283936
validation[          , genome 16063] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       459.27316, best error:       459.27316 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 911.3585815430s, input_fired_time: 10.7302236557, output_fired_time: 11.2797393799, propagate_forward_time: 340.8269653320, propagate_backward_time: 537.8195190430, weight_update_time: 0.9766629934, other_time: 10.7021484375
epoch time: 71.6779174805s, input_fired_time: 1.3325383663, output_fired_time: 0.0000000000, propagate_forward_time: 68.4478683472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8975143433
validation[          , genome 16063] predictions:    9840/  10000 (98.40%), best:    9853/10000 (98.53%), error:       537.48792, best error:       459.27316 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 911.7463989258s, input_fired_time: 10.7387046814, output_fired_time: 11.2664098740, propagate_forward_time: 341.0960693359, propagate_backward_time: 538.0001831055, weight_update_time: 0.9855641723, other_time: 10.6450195313
epoch time: 71.3509445190s, input_fired_time: 1.3306931257, output_fired_time: 0.0000000000, propagate_forward_time: 68.1396331787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8806152344
validation[          , genome 16063] predictions:    9859/  10000 (98.59%), best:    9853/10000 (98.53%), error:       506.97910, best error:       459.27316 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 912.7459106445s, input_fired_time: 10.7382869720, output_fired_time: 11.2578125000, propagate_forward_time: 341.4089965820, propagate_backward_time: 538.6698608398, weight_update_time: 0.9819445014, other_time: 10.6709594727
epoch time: 71.5960159302s, input_fired_time: 1.3322995901, output_fired_time: 0.0000000000, propagate_forward_time: 68.3511276245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9125900269
validation[          , genome 16063] predictions:    9833/  10000 (98.33%), best:    9853/10000 (98.53%), error:       523.61890, best error:       459.27316 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 910.7933349609s, input_fired_time: 10.7508239746, output_fired_time: 11.2538824081, propagate_forward_time: 340.9027099609, propagate_backward_time: 537.1954956055, weight_update_time: 0.9807208180, other_time: 10.6903686523
epoch time: 71.7165908813s, input_fired_time: 1.3366779089, output_fired_time: 0.0000000000, propagate_forward_time: 68.4821548462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8977584839
validation[          , genome 16063] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       410.10440, best error:       410.10440 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 911.3110961914s, input_fired_time: 10.7561225891, output_fired_time: 11.2764387131, propagate_forward_time: 341.6656494141, propagate_backward_time: 536.8475952148, weight_update_time: 0.9867548347, other_time: 10.7653198242
epoch time: 71.9280166626s, input_fired_time: 1.3335298300, output_fired_time: 0.0000000000, propagate_forward_time: 68.6887283325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9057617188
validation[          , genome 16063] predictions:    9876/  10000 (98.76%), best:    9885/10000 (98.85%), error:       412.48874, best error:       410.10440 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 910.8704223633s, input_fired_time: 10.7168655396, output_fired_time: 11.2792530060, propagate_forward_time: 340.3214721680, propagate_backward_time: 537.8291015625, weight_update_time: 0.9805976748, other_time: 10.7237548828
epoch time: 71.5378570557s, input_fired_time: 1.3385102749, output_fired_time: 0.0000000000, propagate_forward_time: 68.2884826660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9108657837
validation[          , genome 16063] predictions:    9869/  10000 (98.69%), best:    9885/10000 (98.85%), error:       430.73825, best error:       410.10440 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 914.1443481445s, input_fired_time: 10.7735166550, output_fired_time: 11.2671203613, propagate_forward_time: 342.3025207520, propagate_backward_time: 539.0296630859, weight_update_time: 0.9817791581, other_time: 10.7716064453
epoch time: 71.8450012207s, input_fired_time: 1.3338694572, output_fired_time: 0.0000000000, propagate_forward_time: 68.6139221191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8972091675
validation[          , genome 16063] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       376.26505, best error:       376.26505 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 912.3850708008s, input_fired_time: 10.7362823486, output_fired_time: 11.2973585129, propagate_forward_time: 341.4407348633, propagate_backward_time: 538.2019042969, weight_update_time: 0.9804849625, other_time: 10.7088012695
epoch time: 71.6051559448s, input_fired_time: 1.3336688280, output_fired_time: 0.0000000000, propagate_forward_time: 68.3909225464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8805618286
validation[          , genome 16063] predictions:    9858/  10000 (98.58%), best:    9878/10000 (98.78%), error:       453.27982, best error:       376.26505 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 909.3677368164s, input_fired_time: 10.7295513153, output_fired_time: 11.2546606064, propagate_forward_time: 340.1512451172, propagate_backward_time: 536.4296875000, weight_update_time: 0.9793739915, other_time: 10.8026123047
epoch time: 71.7923660278s, input_fired_time: 1.3407127857, output_fired_time: 0.0000000000, propagate_forward_time: 68.5397109985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9119415283
validation[          , genome 16063] predictions:    9861/  10000 (98.61%), best:    9878/10000 (98.78%), error:       468.99249, best error:       376.26505 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 912.5328369141s, input_fired_time: 10.7604131699, output_fired_time: 11.2886438370, propagate_forward_time: 340.9364318848, propagate_backward_time: 538.7790527344, weight_update_time: 0.9790650606, other_time: 10.7683105469
epoch time: 71.4740753174s, input_fired_time: 1.3299590349, output_fired_time: 0.0000000000, propagate_forward_time: 68.2215423584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9225769043
validation[          , genome 16063] predictions:    9840/  10000 (98.40%), best:    9878/10000 (98.78%), error:       539.63794, best error:       376.26505 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 911.9369506836s, input_fired_time: 10.7477931976, output_fired_time: 11.2929296494, propagate_forward_time: 341.8569641113, propagate_backward_time: 537.3453979492, weight_update_time: 0.9786018729, other_time: 10.6939086914
epoch time: 70.9634399414s, input_fired_time: 1.3235969543, output_fired_time: 0.0000000000, propagate_forward_time: 67.7135696411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9262771606
validation[          , genome 16063] predictions:    9889/  10000 (98.89%), best:    9878/10000 (98.78%), error:       380.69644, best error:       376.26505 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 910.7683105469s, input_fired_time: 10.7336406708, output_fired_time: 11.2777967453, propagate_forward_time: 340.9169311523, propagate_backward_time: 537.1502685547, weight_update_time: 0.9837537408, other_time: 10.6896972656
epoch time: 71.6944656372s, input_fired_time: 1.3290203810, output_fired_time: 0.0000000000, propagate_forward_time: 68.4722900391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8931579590
validation[          , genome 16063] predictions:    9883/  10000 (98.83%), best:    9878/10000 (98.78%), error:       410.74911, best error:       376.26505 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 913.3690185547s, input_fired_time: 10.7603063583, output_fired_time: 11.3040895462, propagate_forward_time: 341.5567932129, propagate_backward_time: 538.9903564453, weight_update_time: 0.9862876534, other_time: 10.7574462891
epoch time: 71.5774993896s, input_fired_time: 1.3330687284, output_fired_time: 0.0000000000, propagate_forward_time: 68.3543853760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8900451660
validation[          , genome 16063] predictions:    9869/  10000 (98.69%), best:    9878/10000 (98.78%), error:       456.27338, best error:       376.26505 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 913.2673950195s, input_fired_time: 10.7943677902, output_fired_time: 11.2854118347, propagate_forward_time: 342.4955749512, propagate_backward_time: 537.9862670898, weight_update_time: 0.9840555191, other_time: 10.7057495117
epoch time: 72.0250167847s, input_fired_time: 1.3420324326, output_fired_time: 0.0000000000, propagate_forward_time: 68.7720718384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9109115601
validation[          , genome 16063] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       357.40073, best error:       357.40073 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 910.8078002930s, input_fired_time: 10.7787332535, output_fired_time: 11.2742538452, propagate_forward_time: 341.2121582031, propagate_backward_time: 536.7938842773, weight_update_time: 0.9833205342, other_time: 10.7487792969
epoch time: 72.1315841675s, input_fired_time: 1.3535131216, output_fired_time: 0.0000000000, propagate_forward_time: 68.8822631836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8958053589
validation[          , genome 16063] predictions:    9872/  10000 (98.72%), best:    9892/10000 (98.92%), error:       421.24777, best error:       357.40073 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 911.7778320313s, input_fired_time: 10.7900562286, output_fired_time: 11.2713804245, propagate_forward_time: 341.3890075684, propagate_backward_time: 537.5704956055, weight_update_time: 0.9833295345, other_time: 10.7568969727
epoch time: 71.1237716675s, input_fired_time: 1.3408039808, output_fired_time: 0.0000000000, propagate_forward_time: 67.8595428467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9234237671
validation[          , genome 16063] predictions:    9887/  10000 (98.87%), best:    9892/10000 (98.92%), error:       378.32806, best error:       357.40073 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 911.6140136719s, input_fired_time: 10.8007402420, output_fired_time: 11.2938241959, propagate_forward_time: 341.5005493164, propagate_backward_time: 537.2731933594, weight_update_time: 0.9856863022, other_time: 10.7457275391
epoch time: 71.8328247070s, input_fired_time: 1.3395888805, output_fired_time: 0.0000000000, propagate_forward_time: 68.5810928345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9121398926
validation[          , genome 16063] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       354.05826, best error:       354.05826 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 913.3247680664s, input_fired_time: 10.8023529053, output_fired_time: 11.3058290482, propagate_forward_time: 341.8027954102, propagate_backward_time: 538.6697387695, weight_update_time: 0.9846194386, other_time: 10.7440185547
epoch time: 71.6929397583s, input_fired_time: 1.3475805521, output_fired_time: 0.0000000000, propagate_forward_time: 68.4263153076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9190444946
validation[          , genome 16063] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       335.68958, best error:       335.68958 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 909.7796020508s, input_fired_time: 10.7692346573, output_fired_time: 11.2794198990, propagate_forward_time: 340.3125915527, propagate_backward_time: 536.6898193359, weight_update_time: 0.9789970517, other_time: 10.7285156250
epoch time: 70.9787902832s, input_fired_time: 1.3324723244, output_fired_time: 0.0000000000, propagate_forward_time: 67.7207946777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9255218506
validation[          , genome 16063] predictions:    9870/  10000 (98.70%), best:    9902/10000 (99.02%), error:       428.28415, best error:       335.68958 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 912.0222778320s, input_fired_time: 10.7919034958, output_fired_time: 11.2988710403, propagate_forward_time: 341.5925292969, propagate_backward_time: 537.5994873047, weight_update_time: 0.9846290946, other_time: 10.7394409180
epoch time: 72.0663223267s, input_fired_time: 1.3431074619, output_fired_time: 0.0000000000, propagate_forward_time: 68.8078536987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9153594971
validation[          , genome 16063] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       372.76990, best error:       335.68958 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 912.3550415039s, input_fired_time: 10.8180465698, output_fired_time: 11.2828483582, propagate_forward_time: 341.7534179688, propagate_backward_time: 537.7673339844, weight_update_time: 0.9813245535, other_time: 10.7333984375
epoch time: 71.2666320801s, input_fired_time: 1.3408641815, output_fired_time: 0.0000000000, propagate_forward_time: 67.9994659424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9263000488
validation[          , genome 16063] predictions:    9882/  10000 (98.82%), best:    9902/10000 (99.02%), error:       382.97159, best error:       335.68958 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 909.1444091797s, input_fired_time: 10.7564077377, output_fired_time: 11.2362337112, propagate_forward_time: 340.1506652832, propagate_backward_time: 536.2666625977, weight_update_time: 0.9804989100, other_time: 10.7344360352
epoch time: 71.5995025635s, input_fired_time: 1.3411688805, output_fired_time: 0.0000000000, propagate_forward_time: 68.3559265137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9024047852
validation[          , genome 16063] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       378.53546, best error:       335.68958 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 913.4697875977s, input_fired_time: 10.8264436722, output_fired_time: 11.3162574768, propagate_forward_time: 342.0043334961, propagate_backward_time: 538.5571899414, weight_update_time: 0.9881243706, other_time: 10.7655639648
epoch time: 71.3995590210s, input_fired_time: 1.3439486027, output_fired_time: 0.0000000000, propagate_forward_time: 68.1306686401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9249420166
validation[          , genome 16063] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       374.01190, best error:       335.68958 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 910.7619018555s, input_fired_time: 10.8079757690, output_fired_time: 11.2520990372, propagate_forward_time: 341.2413330078, propagate_backward_time: 536.7338867188, weight_update_time: 0.9871432185, other_time: 10.7266235352
epoch time: 71.0779495239s, input_fired_time: 1.3436138630, output_fired_time: 0.0000000000, propagate_forward_time: 67.8294067383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9049301147
validation[          , genome 16063] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       370.98795, best error:       335.68958 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 910.0010375977s, input_fired_time: 10.8215932846, output_fired_time: 11.2689704895, propagate_forward_time: 341.2693481445, propagate_backward_time: 535.8986816406, weight_update_time: 0.9872130752, other_time: 10.7424316406
epoch time: 71.7092285156s, input_fired_time: 1.3475756645, output_fired_time: 0.0000000000, propagate_forward_time: 68.4379043579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9237518311
validation[          , genome 16063] predictions:    9879/  10000 (98.79%), best:    9902/10000 (99.02%), error:       419.99393, best error:       335.68958 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 913.4286499023s, input_fired_time: 10.8351535797, output_fired_time: 11.3045873642, propagate_forward_time: 341.8352966309, propagate_backward_time: 538.6908569336, weight_update_time: 0.9857522845, other_time: 10.7627563477
epoch time: 71.7642669678s, input_fired_time: 1.3541350365, output_fired_time: 0.0000000000, propagate_forward_time: 68.4943008423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9158325195
validation[          , genome 16063] predictions:    9872/  10000 (98.72%), best:    9902/10000 (99.02%), error:       422.29666, best error:       335.68958 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 911.3079223633s, input_fired_time: 10.8051567078, output_fired_time: 11.2562313080, propagate_forward_time: 341.0291137695, propagate_backward_time: 537.4612426758, weight_update_time: 0.9853366613, other_time: 10.7561645508
epoch time: 71.3502120972s, input_fired_time: 1.3372972012, output_fired_time: 0.0000000000, propagate_forward_time: 68.1059112549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9070053101
validation[          , genome 16063] predictions:    9882/  10000 (98.82%), best:    9902/10000 (99.02%), error:       398.54492, best error:       335.68958 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 913.1450195313s, input_fired_time: 10.8340959549, output_fired_time: 11.3008308411, propagate_forward_time: 342.2878112793, propagate_backward_time: 537.9830932617, weight_update_time: 0.9834458828, other_time: 10.7391967773
epoch time: 71.7442855835s, input_fired_time: 1.3489265442, output_fired_time: 0.0000000000, propagate_forward_time: 68.4903182983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9050369263
validation[          , genome 16063] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       337.30341, best error:       335.68958 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 915.2074584961s, input_fired_time: 10.8581876755, output_fired_time: 11.3219413757, propagate_forward_time: 342.9297180176, propagate_backward_time: 539.3237304688, weight_update_time: 0.9917939901, other_time: 10.7738037109
epoch time: 71.7878341675s, input_fired_time: 1.3480460644, output_fired_time: 0.0000000000, propagate_forward_time: 68.5161285400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9236602783
validation[          , genome 16063] predictions:    9892/  10000 (98.92%), best:    9902/10000 (99.02%), error:       355.95432, best error:       335.68958 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 912.0015869141s, input_fired_time: 10.8242139816, output_fired_time: 11.2685594559, propagate_forward_time: 341.6259460449, propagate_backward_time: 537.5543823242, weight_update_time: 0.9765856266, other_time: 10.7284545898
epoch time: 72.0446166992s, input_fired_time: 1.3601944447, output_fired_time: 0.0000000000, propagate_forward_time: 68.7505264282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9338989258
validation[          , genome 16063] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       359.46951, best error:       335.68958 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 910.9351196289s, input_fired_time: 10.8056697845, output_fired_time: 11.2478590012, propagate_forward_time: 340.6900329590, propagate_backward_time: 537.4315185547, weight_update_time: 0.9780592918, other_time: 10.7600097656
epoch time: 71.1369934082s, input_fired_time: 1.3458203077, output_fired_time: 0.0000000000, propagate_forward_time: 67.8759841919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9151916504
validation[          , genome 16063] predictions:    9889/  10000 (98.89%), best:    9902/10000 (99.02%), error:       363.50378, best error:       335.68958 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 912.4550781250s, input_fired_time: 10.8198585510, output_fired_time: 11.2924957275, propagate_forward_time: 342.0160217285, propagate_backward_time: 537.5985107422, weight_update_time: 0.9815143347, other_time: 10.7281494141
epoch time: 72.1390228271s, input_fired_time: 1.3596792221, output_fired_time: 0.0000000000, propagate_forward_time: 68.8503189087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9290237427
validation[          , genome 16063] predictions:    9848/  10000 (98.48%), best:    9902/10000 (99.02%), error:       506.35385, best error:       335.68958 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 910.5672607422s, input_fired_time: 10.8311605453, output_fired_time: 11.2762842178, propagate_forward_time: 341.0042419434, propagate_backward_time: 536.6994628906, weight_update_time: 0.9840387106, other_time: 10.7561035156
epoch time: 71.4973373413s, input_fired_time: 1.3454313278, output_fired_time: 0.0000000000, propagate_forward_time: 68.2521286011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8997802734
validation[          , genome 16063] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       335.25037, best error:       335.25037 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 912.2076416016s, input_fired_time: 10.8519611359, output_fired_time: 11.2975339890, propagate_forward_time: 341.6547546387, propagate_backward_time: 537.6274414063, weight_update_time: 0.9842454195, other_time: 10.7758789063
epoch time: 71.9613113403s, input_fired_time: 1.3539229631, output_fired_time: 0.0000000000, propagate_forward_time: 68.6950149536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9123764038
validation[          , genome 16063] predictions:    9886/  10000 (98.86%), best:    9902/10000 (99.02%), error:       374.90967, best error:       335.25037 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 912.4301147461s, input_fired_time: 10.8437376022, output_fired_time: 11.2686777115, propagate_forward_time: 341.8255004883, propagate_backward_time: 537.7721557617, weight_update_time: 0.9868014455, other_time: 10.7200317383
epoch time: 71.9921951294s, input_fired_time: 1.3589733839, output_fired_time: 0.0000000000, propagate_forward_time: 68.7245635986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9086608887
validation[          , genome 16063] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       321.37802, best error:       321.37802 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 910.2299804688s, input_fired_time: 10.8269481659, output_fired_time: 11.2517127991, propagate_forward_time: 340.2781982422, propagate_backward_time: 537.0703735352, weight_update_time: 0.9791945815, other_time: 10.8027343750
epoch time: 71.2743377686s, input_fired_time: 1.3534885645, output_fired_time: 0.0000000000, propagate_forward_time: 68.0073089600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9135437012
validation[          , genome 16063] predictions:    9890/  10000 (98.90%), best:    9905/10000 (99.05%), error:       363.37164, best error:       321.37802 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 909.6491088867s, input_fired_time: 10.8525075912, output_fired_time: 11.2927532196, propagate_forward_time: 340.3984985352, propagate_backward_time: 536.3138427734, weight_update_time: 0.9800013304, other_time: 10.7915649414
epoch time: 71.4049606323s, input_fired_time: 1.3477686644, output_fired_time: 0.0000000000, propagate_forward_time: 68.1432113647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9139785767
validation[          , genome 16063] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       339.44006, best error:       321.37802 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 911.0628662109s, input_fired_time: 10.8538551331, output_fired_time: 11.3092947006, propagate_forward_time: 341.3344421387, propagate_backward_time: 536.8265380859, weight_update_time: 0.9733563066, other_time: 10.7387695313
epoch time: 71.4687271118s, input_fired_time: 1.3538470268, output_fired_time: 0.0000000000, propagate_forward_time: 68.1766815186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9382019043
validation[          , genome 16063] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       339.30225, best error:       321.37802 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 912.5706787109s, input_fired_time: 10.8719701767, output_fired_time: 11.3035163879, propagate_forward_time: 341.6661682129, propagate_backward_time: 537.9507446289, weight_update_time: 0.9895435572, other_time: 10.7782592773
epoch time: 72.3044433594s, input_fired_time: 1.3609980345, output_fired_time: 0.0000000000, propagate_forward_time: 69.0307998657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9126434326
validation[          , genome 16063] predictions:    9906/  10000 (99.06%), best:    9905/10000 (99.05%), error:       321.57407, best error:       321.37802 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 910.2444458008s, input_fired_time: 10.8293094635, output_fired_time: 11.2390108109, propagate_forward_time: 340.7319946289, propagate_backward_time: 536.7042236328, weight_update_time: 0.9878340960, other_time: 10.7399291992
epoch time: 72.0288009644s, input_fired_time: 1.3588194847, output_fired_time: 0.0000000000, propagate_forward_time: 68.7587203979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9112625122
validation[          , genome 16063] predictions:    9900/  10000 (99.00%), best:    9905/10000 (99.05%), error:       361.30984, best error:       321.37802 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 911.4088134766s, input_fired_time: 10.8453283310, output_fired_time: 11.2763109207, propagate_forward_time: 341.1190490723, propagate_backward_time: 537.4443359375, weight_update_time: 0.9753456116, other_time: 10.7237548828
epoch time: 71.7008590698s, input_fired_time: 1.3578144312, output_fired_time: 0.0000000000, propagate_forward_time: 68.4316482544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9113998413
validation[          , genome 16063] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       341.39883, best error:       321.37802 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 911.1697998047s, input_fired_time: 10.8501892090, output_fired_time: 11.2993268967, propagate_forward_time: 341.1402282715, propagate_backward_time: 537.1666870117, weight_update_time: 0.9777584672, other_time: 10.7133178711
epoch time: 71.5783996582s, input_fired_time: 1.3456821442, output_fired_time: 0.0000000000, propagate_forward_time: 68.3149414063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9177780151
validation[          , genome 16063] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       311.09521, best error:       311.09521 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 912.3873291016s, input_fired_time: 10.8668184280, output_fired_time: 11.2719249725, propagate_forward_time: 341.9291992188, propagate_backward_time: 537.6157836914, weight_update_time: 0.9857470393, other_time: 10.7036132813
epoch time: 71.1144638062s, input_fired_time: 1.3540737629, output_fired_time: 0.0000000000, propagate_forward_time: 67.8328704834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9275207520
validation[          , genome 16063] predictions:    9894/  10000 (98.94%), best:    9912/10000 (99.12%), error:       372.71698, best error:       311.09521 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 912.9757080078s, input_fired_time: 10.8679771423, output_fired_time: 11.3061075211, propagate_forward_time: 341.8895568848, propagate_backward_time: 538.1676025391, weight_update_time: 0.9822313786, other_time: 10.7445068359
epoch time: 71.2278289795s, input_fired_time: 1.3444622755, output_fired_time: 0.0000000000, propagate_forward_time: 67.9657974243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9175720215
validation[          , genome 16063] predictions:    9907/  10000 (99.07%), best:    9912/10000 (99.12%), error:       318.12204, best error:       311.09521 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 911.6856689453s, input_fired_time: 10.8645744324, output_fired_time: 11.3047590256, propagate_forward_time: 340.7347106934, propagate_backward_time: 538.0804443359, weight_update_time: 0.9841724634, other_time: 10.7011718750
epoch time: 71.2517242432s, input_fired_time: 1.3505634069, output_fired_time: 0.0000000000, propagate_forward_time: 67.9803543091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9208068848
validation[          , genome 16063] predictions:    9883/  10000 (98.83%), best:    9912/10000 (99.12%), error:       358.83862, best error:       311.09521 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 912.1854858398s, input_fired_time: 10.8541431427, output_fired_time: 11.2784509659, propagate_forward_time: 341.6259460449, propagate_backward_time: 537.7158813477, weight_update_time: 0.9780296087, other_time: 10.7111206055
epoch time: 71.8573989868s, input_fired_time: 1.3612186909, output_fired_time: 0.0000000000, propagate_forward_time: 68.5843505859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9118270874
validation[          , genome 16063] predictions:    9901/  10000 (99.01%), best:    9912/10000 (99.12%), error:       320.82861, best error:       311.09521 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 911.6671142578s, input_fired_time: 10.8758916855, output_fired_time: 11.3216972351, propagate_forward_time: 341.4733886719, propagate_backward_time: 537.2816162109, weight_update_time: 0.9905129671, other_time: 10.7144775391
epoch time: 71.0804748535s, input_fired_time: 1.3488175869, output_fired_time: 0.0000000000, propagate_forward_time: 67.8270568848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9046020508
validation[          , genome 16063] predictions:    9907/  10000 (99.07%), best:    9912/10000 (99.12%), error:       327.06775, best error:       311.09521 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 911.1259765625s, input_fired_time: 10.8689460754, output_fired_time: 11.2936935425, propagate_forward_time: 340.8503723145, propagate_backward_time: 537.3792724609, weight_update_time: 0.9853535295, other_time: 10.7336425781
epoch time: 71.9690933228s, input_fired_time: 1.3614284992, output_fired_time: 0.0000000000, propagate_forward_time: 68.6862030029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9214630127
validation[          , genome 16063] predictions:    9902/  10000 (99.02%), best:    9912/10000 (99.12%), error:       326.66104, best error:       311.09521 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 911.6044921875s, input_fired_time: 10.8685741425, output_fired_time: 11.2710208893, propagate_forward_time: 341.3522949219, propagate_backward_time: 537.4251708984, weight_update_time: 0.9819676876, other_time: 10.6874389648
epoch time: 71.9100036621s, input_fired_time: 1.3611569405, output_fired_time: 0.0000000000, propagate_forward_time: 68.6191406250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9297027588
validation[          , genome 16063] predictions:    9902/  10000 (99.02%), best:    9912/10000 (99.12%), error:       316.93256, best error:       311.09521 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 912.3666381836s, input_fired_time: 10.8919095993, output_fired_time: 11.2894439697, propagate_forward_time: 341.3747863770, propagate_backward_time: 538.0814208984, weight_update_time: 0.9854462147, other_time: 10.7291259766
epoch time: 71.5737991333s, input_fired_time: 1.3678046465, output_fired_time: 0.0000000000, propagate_forward_time: 68.3070755005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8989181519
validation[          , genome 16063] predictions:    9903/  10000 (99.03%), best:    9912/10000 (99.12%), error:       334.51126, best error:       311.09521 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 910.2542114258s, input_fired_time: 10.8660764694, output_fired_time: 11.2794179916, propagate_forward_time: 340.5793151855, propagate_backward_time: 536.7922973633, weight_update_time: 0.9836017489, other_time: 10.7371215820
epoch time: 71.1432189941s, input_fired_time: 1.3492472172, output_fired_time: 0.0000000000, propagate_forward_time: 67.8817367554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9122314453
validation[          , genome 16063] predictions:    9889/  10000 (98.89%), best:    9912/10000 (99.12%), error:       360.84085, best error:       311.09521 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 909.7165527344s, input_fired_time: 10.8622522354, output_fired_time: 11.2592592239, propagate_forward_time: 340.6759338379, propagate_backward_time: 536.2440795898, weight_update_time: 0.9766323566, other_time: 10.6749877930
epoch time: 71.9648666382s, input_fired_time: 1.3561867476, output_fired_time: 0.0000000000, propagate_forward_time: 68.6869735718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9217071533
validation[          , genome 16063] predictions:    9908/  10000 (99.08%), best:    9912/10000 (99.12%), error:       336.24765, best error:       311.09521 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 911.7995605469s, input_fired_time: 10.8737936020, output_fired_time: 11.2785949707, propagate_forward_time: 342.1056213379, propagate_backward_time: 536.8413696289, weight_update_time: 0.9841045141, other_time: 10.7002563477
epoch time: 71.3256530762s, input_fired_time: 1.3576740026, output_fired_time: 0.0000000000, propagate_forward_time: 68.0586929321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9092864990
validation[          , genome 16063] predictions:    9902/  10000 (99.02%), best:    9912/10000 (99.12%), error:       323.80014, best error:       311.09521 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 911.7800292969s, input_fired_time: 10.8495750427, output_fired_time: 11.2727737427, propagate_forward_time: 341.0982971191, propagate_backward_time: 537.8546752930, weight_update_time: 0.9821430445, other_time: 10.7047729492
epoch time: 71.5520935059s, input_fired_time: 1.3531371355, output_fired_time: 0.0000000000, propagate_forward_time: 68.2800598145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9188995361
validation[          , genome 16063] predictions:    9905/  10000 (99.05%), best:    9912/10000 (99.12%), error:       326.33014, best error:       311.09521 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 911.2924804688s, input_fired_time: 10.8641624451, output_fired_time: 11.2615404129, propagate_forward_time: 341.4042663574, propagate_backward_time: 537.0794677734, weight_update_time: 0.9786744118, other_time: 10.6831054688
epoch time: 71.6382522583s, input_fired_time: 1.3588055372, output_fired_time: 0.0000000000, propagate_forward_time: 68.3865737915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8928756714
validation[          , genome 16063] predictions:    9898/  10000 (98.98%), best:    9912/10000 (99.12%), error:       334.86197, best error:       311.09521 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 910.6868896484s, input_fired_time: 10.8699817657, output_fired_time: 11.3012542725, propagate_forward_time: 341.2610168457, propagate_backward_time: 536.5916137695, weight_update_time: 0.9775633216, other_time: 10.6630249023
epoch time: 71.8176345825s, input_fired_time: 1.3572858572, output_fired_time: 0.0000000000, propagate_forward_time: 68.5695037842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8908462524
validation[          , genome 16063] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       309.58698, best error:       309.58698 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 910.6969604492s, input_fired_time: 10.8750581741, output_fired_time: 11.2799186707, propagate_forward_time: 341.1141357422, propagate_backward_time: 536.7559204102, weight_update_time: 0.9777678847, other_time: 10.6719360352
epoch time: 71.2027359009s, input_fired_time: 1.3540412188, output_fired_time: 0.0000000000, propagate_forward_time: 67.9453659058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9033279419
validation[          , genome 16063] predictions:    9909/  10000 (99.09%), best:    9911/10000 (99.11%), error:       316.28729, best error:       309.58698 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 911.0353393555s, input_fired_time: 10.8725261688, output_fired_time: 11.2927627563, propagate_forward_time: 340.7546691895, propagate_backward_time: 537.4045410156, weight_update_time: 0.9849207997, other_time: 10.7108154297
epoch time: 71.2902526855s, input_fired_time: 1.3532571793, output_fired_time: 0.0000000000, propagate_forward_time: 68.0253982544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9115982056
validation[          , genome 16063] predictions:    9898/  10000 (98.98%), best:    9911/10000 (99.11%), error:       350.63754, best error:       309.58698 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 913.2369384766s, input_fired_time: 10.8853769302, output_fired_time: 11.2870435715, propagate_forward_time: 342.1896362305, propagate_backward_time: 538.1924438477, weight_update_time: 0.9779410958, other_time: 10.6824340820
epoch time: 71.8630447388s, input_fired_time: 1.3611636162, output_fired_time: 0.0000000000, propagate_forward_time: 68.6198501587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8820343018
validation[          , genome 16063] predictions:    9897/  10000 (98.97%), best:    9911/10000 (99.11%), error:       340.44171, best error:       309.58698 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 911.4196777344s, input_fired_time: 10.8788604736, output_fired_time: 11.2410154343, propagate_forward_time: 341.3500061035, propagate_backward_time: 537.2550048828, weight_update_time: 0.9818532467, other_time: 10.6948242188
epoch time: 71.1298141479s, input_fired_time: 1.3649632931, output_fired_time: 0.0000000000, propagate_forward_time: 67.8662338257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8986206055
validation[          , genome 16063] predictions:    9909/  10000 (99.09%), best:    9911/10000 (99.11%), error:       326.15625, best error:       309.58698 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 910.3297119141s, input_fired_time: 10.8710327148, output_fired_time: 11.2476863861, propagate_forward_time: 341.0031127930, propagate_backward_time: 536.5391845703, weight_update_time: 0.9791968465, other_time: 10.6687011719
epoch time: 71.6382064819s, input_fired_time: 1.3580167294, output_fired_time: 0.0000000000, propagate_forward_time: 68.3491897583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9309997559
validation[          , genome 16063] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       313.49463, best error:       309.58698 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 911.5639648438s, input_fired_time: 10.9112844467, output_fired_time: 11.2597856522, propagate_forward_time: 341.5297546387, propagate_backward_time: 537.1622314453, weight_update_time: 0.9760876894, other_time: 10.7009277344
epoch time: 71.9323959351s, input_fired_time: 1.3634375334, output_fired_time: 0.0000000000, propagate_forward_time: 68.6743087769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8946533203
validation[          , genome 16063] predictions:    9908/  10000 (99.08%), best:    9911/10000 (99.11%), error:       327.08640, best error:       309.58698 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 911.8959350586s, input_fired_time: 10.9010314941, output_fired_time: 11.2855339050, propagate_forward_time: 341.6548156738, propagate_backward_time: 537.3948974609, weight_update_time: 0.9806603193, other_time: 10.6596679688
epoch time: 71.6248550415s, input_fired_time: 1.3595120907, output_fired_time: 0.0000000000, propagate_forward_time: 68.3757858276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8895568848
validation[          , genome 16063] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       318.15906, best error:       309.58698 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 912.2139282227s, input_fired_time: 10.8799800873, output_fired_time: 11.2629566193, propagate_forward_time: 341.2082214355, propagate_backward_time: 538.1439208984, weight_update_time: 0.9847187996, other_time: 10.7188720703
epoch time: 71.9272537231s, input_fired_time: 1.3631746769, output_fired_time: 0.0000000000, propagate_forward_time: 68.6475830078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9164962769
validation[          , genome 16063] predictions:    9908/  10000 (99.08%), best:    9911/10000 (99.11%), error:       314.74286, best error:       309.58698 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 911.7034301758s, input_fired_time: 10.8764410019, output_fired_time: 11.2691345215, propagate_forward_time: 341.3320922852, propagate_backward_time: 537.5454711914, weight_update_time: 0.9824942350, other_time: 10.6802978516
epoch time: 71.6259155273s, input_fired_time: 1.3605040312, output_fired_time: 0.0000000000, propagate_forward_time: 68.3495941162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9158172607
validation[          , genome 16063] predictions:    9906/  10000 (99.06%), best:    9911/10000 (99.11%), error:       310.33582, best error:       309.58698 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 912.8521118164s, input_fired_time: 10.8950347900, output_fired_time: 11.3077659607, propagate_forward_time: 342.1494750977, propagate_backward_time: 537.8315429688, weight_update_time: 0.9788689017, other_time: 10.6683349609
epoch time: 71.6566925049s, input_fired_time: 1.3546035290, output_fired_time: 0.0000000000, propagate_forward_time: 68.4013442993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9007415771
validation[          , genome 16063] predictions:    9905/  10000 (99.05%), best:    9911/10000 (99.11%), error:       324.69760, best error:       309.58698 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 913.3767089844s, input_fired_time: 10.8835306168, output_fired_time: 11.2827873230, propagate_forward_time: 342.2036132813, propagate_backward_time: 538.3118286133, weight_update_time: 0.9807347655, other_time: 10.6949462891
epoch time: 70.8927764893s, input_fired_time: 1.3587758541, output_fired_time: 0.0000000000, propagate_forward_time: 67.6416473389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8923568726
validation[          , genome 16063] predictions:    9901/  10000 (99.01%), best:    9911/10000 (99.11%), error:       344.34555, best error:       309.58698 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 912.3574218750s, input_fired_time: 10.9197769165, output_fired_time: 11.3156147003, propagate_forward_time: 341.5523376465, propagate_backward_time: 537.8660278320, weight_update_time: 0.9801642895, other_time: 10.7036743164
epoch time: 71.3322219849s, input_fired_time: 1.3613619804, output_fired_time: 0.0000000000, propagate_forward_time: 68.0776214600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8932418823
validation[          , genome 16063] predictions:    9901/  10000 (99.01%), best:    9911/10000 (99.11%), error:       321.41788, best error:       309.58698 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 911.4430541992s, input_fired_time: 10.8906993866, output_fired_time: 11.2897834778, propagate_forward_time: 341.6404724121, propagate_backward_time: 536.9537353516, weight_update_time: 0.9777819514, other_time: 10.6683349609
epoch time: 71.3317718506s, input_fired_time: 1.3636168242, output_fired_time: 0.0000000000, propagate_forward_time: 68.0563964844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9117584229
validation[          , genome 16063] predictions:    9903/  10000 (99.03%), best:    9911/10000 (99.11%), error:       324.06253, best error:       309.58698 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 910.1056518555s, input_fired_time: 10.8809032440, output_fired_time: 11.2360925674, propagate_forward_time: 340.4317321777, propagate_backward_time: 536.9121093750, weight_update_time: 0.9808083177, other_time: 10.6447753906
epoch time: 71.5238265991s, input_fired_time: 1.3610981703, output_fired_time: 0.0000000000, propagate_forward_time: 68.2339782715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9287490845
validation[          , genome 16063] predictions:    9902/  10000 (99.02%), best:    9911/10000 (99.11%), error:       319.16849, best error:       309.58698 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 909.4984741211s, input_fired_time: 10.8824653625, output_fired_time: 11.2748451233, propagate_forward_time: 340.6311950684, propagate_backward_time: 536.0274047852, weight_update_time: 0.9820818901, other_time: 10.6825561523
epoch time: 71.3071746826s, input_fired_time: 1.3589125872, output_fired_time: 0.0000000000, propagate_forward_time: 68.0467758179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9014892578
validation[          , genome 16063] predictions:    9902/  10000 (99.02%), best:    9911/10000 (99.11%), error:       324.68729, best error:       309.58698 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 913.7995605469s, input_fired_time: 10.9044866562, output_fired_time: 11.2970342636, propagate_forward_time: 342.6905212402, propagate_backward_time: 538.2073974609, weight_update_time: 0.9862962961, other_time: 10.7000732422
epoch time: 71.8981018066s, input_fired_time: 1.3611545563, output_fired_time: 0.0000000000, propagate_forward_time: 68.6664276123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8705215454
validation[          , genome 16063] predictions:    9918/  10000 (99.18%), best:    9918/10000 (99.18%), error:       308.93680, best error:       308.93680 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 910.6021118164s, input_fired_time: 10.8892068863, output_fired_time: 11.2528171539, propagate_forward_time: 340.6820678711, propagate_backward_time: 537.1242675781, weight_update_time: 0.9778430462, other_time: 10.6537475586
epoch time: 71.8356628418s, input_fired_time: 1.3575003147, output_fired_time: 0.0000000000, propagate_forward_time: 68.5929565430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8852081299
validation[          , genome 16063] predictions:    9909/  10000 (99.09%), best:    9918/10000 (99.18%), error:       310.42932, best error:       308.93680 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 910.5205078125s, input_fired_time: 10.9070844650, output_fired_time: 11.2755460739, propagate_forward_time: 340.8468627930, propagate_backward_time: 536.7794799805, weight_update_time: 0.9838961959, other_time: 10.7114868164
epoch time: 71.0828552246s, input_fired_time: 1.3552868366, output_fired_time: 0.0000000000, propagate_forward_time: 67.8280944824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8994750977
validation[          , genome 16063] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       301.54700, best error:       301.54700 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 912.3933715820s, input_fired_time: 10.8797912598, output_fired_time: 11.2772159576, propagate_forward_time: 341.3377075195, propagate_backward_time: 538.2788085938, weight_update_time: 0.9826186299, other_time: 10.6198120117
epoch time: 71.2884826660s, input_fired_time: 1.3596787453, output_fired_time: 0.0000000000, propagate_forward_time: 68.0318984985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8969039917
validation[          , genome 16063] predictions:    9908/  10000 (99.08%), best:    9911/10000 (99.11%), error:       312.87857, best error:       301.54700 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: 358.5437622070s, input_fired_time: 6.8281092644, output_fired_time: 0.0000000000, propagate_forward_time: 342.1670532227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.5486145020
best training[          , genome 16063] predictions:   50000/  50000 (100.00%), best:    9911/10000 (99.11%), error:       100.67587, best error:       301.54700 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: 71.9714813232s, input_fired_time: 1.3665349483, output_fired_time: 0.0000000000, propagate_forward_time: 68.6802291870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9247207642
   testing[          , genome 16063] predictions:    9919/  10000 (99.19%), best:    9911/10000 (99.11%), error:       256.87796, best error:       301.54700 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:03:41 (4300): called boinc_finish(0)

</stderr_txt>
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