Nameexact_genome_1512568488_44_6864_1
Workunit2605672
Created7 Dec 2017, 22:27:44 UTC
Sent7 Dec 2017, 22:35:36 UTC
Report deadline17 Dec 2017, 12:17:52 UTC
Received9 Dec 2017, 6:08:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 47 min 13 sec
CPU time4 hours 46 min 44 sec
Validate stateValid
Credit2,392.76
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.95 MB
Peak swap size159.66 MB
Peak disk usage2.07 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.13%), best:    9748/10000 (97.48%), error:       923.19818, best error:       841.46179 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 155.8006439209s, input_fired_time: 2.1992981434, output_fired_time: 2.0718698502, propagate_forward_time: 58.3239669800, propagate_backward_time: 89.1791000366, weight_update_time: 0.1906230152, other_time: 4.0264129639
epoch time: 12.7819938660s, input_fired_time: 0.2661601603, output_fired_time: 0.0000000000, propagate_forward_time: 11.8388023376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6770315170
validation[          , genome  6864] predictions:    9732/  10000 (97.32%), best:    9748/10000 (97.48%), error:       892.01154, best error:       841.46179 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 157.8703613281s, input_fired_time: 2.2121119499, output_fired_time: 2.0842335224, propagate_forward_time: 59.2745666504, propagate_backward_time: 90.2850646973, weight_update_time: 0.1916833371, other_time: 4.0143890381
epoch time: 12.6450729370s, input_fired_time: 0.2699705064, output_fired_time: 0.0000000000, propagate_forward_time: 11.6806640625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6944379807
validation[          , genome  6864] predictions:    9738/  10000 (97.38%), best:    9748/10000 (97.48%), error:       843.14532, best error:       841.46179 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 157.0839691162s, input_fired_time: 2.1917645931, output_fired_time: 2.0753731728, propagate_forward_time: 58.9077796936, propagate_backward_time: 89.9162521362, weight_update_time: 0.1879308969, other_time: 3.9928054810
epoch time: 12.8962478638s, input_fired_time: 0.2771210968, output_fired_time: 0.0000000000, propagate_forward_time: 11.8883590698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7307672501
validation[          , genome  6864] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       893.10303, best error:       841.46179 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 157.7115936279s, input_fired_time: 2.2033224106, output_fired_time: 2.0829234123, propagate_forward_time: 59.0866355896, propagate_backward_time: 90.2900466919, weight_update_time: 0.1911258399, other_time: 4.0486679077
epoch time: 12.8332843781s, input_fired_time: 0.2758288383, output_fired_time: 0.0000000000, propagate_forward_time: 11.8524112701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7050437927
validation[          , genome  6864] predictions:    9714/  10000 (97.14%), best:    9748/10000 (97.48%), error:       924.32666, best error:       841.46179 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 155.9379730225s, input_fired_time: 2.1957795620, output_fired_time: 2.0668480396, propagate_forward_time: 58.3505401611, propagate_backward_time: 89.3161392212, weight_update_time: 0.1895329654, other_time: 4.0086593628
epoch time: 12.7864170074s, input_fired_time: 0.2828780115, output_fired_time: 0.0000000000, propagate_forward_time: 11.7606744766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7428646088
validation[          , genome  6864] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       824.36255, best error:       824.36255 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 156.9427032471s, input_fired_time: 2.2052800655, output_fired_time: 2.0765509605, propagate_forward_time: 58.7813339233, propagate_backward_time: 89.8279571533, weight_update_time: 0.1919803321, other_time: 4.0515823364
epoch time: 12.7858667374s, input_fired_time: 0.2802407146, output_fired_time: 0.0000000000, propagate_forward_time: 11.7813024521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7243232727
validation[          , genome  6864] predictions:    9713/  10000 (97.13%), best:    9754/10000 (97.54%), error:       935.03210, best error:       824.36255 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 156.3908996582s, input_fired_time: 2.1924982071, output_fired_time: 2.0793881416, propagate_forward_time: 58.5953216553, propagate_backward_time: 89.5303649902, weight_update_time: 0.1893465966, other_time: 3.9933166504
epoch time: 12.7967786789s, input_fired_time: 0.2700918615, output_fired_time: 0.0000000000, propagate_forward_time: 11.8358335495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6908531189
validation[          , genome  6864] predictions:    9721/  10000 (97.21%), best:    9754/10000 (97.54%), error:       845.43152, best error:       824.36255 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 156.9967651367s, input_fired_time: 2.2003602982, output_fired_time: 2.0743701458, propagate_forward_time: 58.7259445190, propagate_backward_time: 89.9845733643, weight_update_time: 0.1911677867, other_time: 4.0115127563
epoch time: 12.8188648224s, input_fired_time: 0.2754304707, output_fired_time: 0.0000000000, propagate_forward_time: 11.8302049637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7132291794
validation[          , genome  6864] predictions:    9716/  10000 (97.16%), best:    9754/10000 (97.54%), error:       937.27075, best error:       824.36255 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 156.3902893066s, input_fired_time: 2.1752638817, output_fired_time: 2.0583605766, propagate_forward_time: 58.6080818176, propagate_backward_time: 89.6036071777, weight_update_time: 0.1880112886, other_time: 3.9449768066
epoch time: 12.3949832916s, input_fired_time: 0.2620298564, output_fired_time: 0.0000000000, propagate_forward_time: 11.4599962234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6729574203
validation[          , genome  6864] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       816.82574, best error:       816.82574 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 156.3425140381s, input_fired_time: 2.1895878315, output_fired_time: 2.0698018074, propagate_forward_time: 58.5580177307, propagate_backward_time: 89.5472488403, weight_update_time: 0.1896139085, other_time: 3.9778518677
epoch time: 12.5785417557s, input_fired_time: 0.2705736160, output_fired_time: 0.0000000000, propagate_forward_time: 11.6109457016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6970224380
validation[          , genome  6864] predictions:    9728/  10000 (97.28%), best:    9744/10000 (97.44%), error:       888.42987, best error:       816.82574 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 155.8635406494s, input_fired_time: 2.1848936081, output_fired_time: 2.0611062050, propagate_forward_time: 58.4253273010, propagate_backward_time: 89.1727752686, weight_update_time: 0.1898960024, other_time: 4.0194396973
epoch time: 12.7084903717s, input_fired_time: 0.2777672708, output_fired_time: 0.0000000000, propagate_forward_time: 11.7065782547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7241449356
validation[          , genome  6864] predictions:    9731/  10000 (97.31%), best:    9744/10000 (97.44%), error:       898.45331, best error:       816.82574 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 156.3688354492s, input_fired_time: 2.1870405674, output_fired_time: 2.0632376671, propagate_forward_time: 58.5260505676, propagate_backward_time: 89.5975799561, weight_update_time: 0.1895273924, other_time: 3.9949340820
epoch time: 12.6764221191s, input_fired_time: 0.2699571550, output_fired_time: 0.0000000000, propagate_forward_time: 11.7000551224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7064094543
validation[          , genome  6864] predictions:    9650/  10000 (96.50%), best:    9744/10000 (97.44%), error:      1087.58435, best error:       816.82574 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 156.6961517334s, input_fired_time: 2.1856868267, output_fired_time: 2.0610513687, propagate_forward_time: 58.7027740479, propagate_backward_time: 89.7743530273, weight_update_time: 0.1877328008, other_time: 3.9722900391
epoch time: 12.8451213837s, input_fired_time: 0.2760581970, output_fired_time: 0.0000000000, propagate_forward_time: 11.8493232727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7197399139
validation[          , genome  6864] predictions:    9741/  10000 (97.41%), best:    9744/10000 (97.44%), error:       849.10870, best error:       816.82574 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 156.9412994385s, input_fired_time: 2.2146656513, output_fired_time: 2.0729124546, propagate_forward_time: 58.7962951660, propagate_backward_time: 89.8510589600, weight_update_time: 0.1883425862, other_time: 4.0063781738
epoch time: 12.8255825043s, input_fired_time: 0.2744817138, output_fired_time: 0.0000000000, propagate_forward_time: 11.8467044830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7043962479
validation[          , genome  6864] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       751.13544, best error:       751.13544 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 158.1710510254s, input_fired_time: 2.2166640759, output_fired_time: 2.1037130356, propagate_forward_time: 59.3114242554, propagate_backward_time: 90.4657897949, weight_update_time: 0.1935198754, other_time: 4.0734634399
epoch time: 12.7054958344s, input_fired_time: 0.2669209540, output_fired_time: 0.0000000000, propagate_forward_time: 11.7514371872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6871376038
validation[          , genome  6864] predictions:    9730/  10000 (97.30%), best:    9768/10000 (97.68%), error:       866.97949, best error:       751.13544 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 156.8167877197s, input_fired_time: 2.1844842434, output_fired_time: 2.0641529560, propagate_forward_time: 58.8168869019, propagate_backward_time: 89.8376846313, weight_update_time: 0.1870891899, other_time: 3.9135894775
epoch time: 12.7627840042s, input_fired_time: 0.2666220367, output_fired_time: 0.0000000000, propagate_forward_time: 11.8141918182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6819705963
validation[          , genome  6864] predictions:    9773/  10000 (97.73%), best:    9768/10000 (97.68%), error:       761.72998, best error:       751.13544 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 156.8415374756s, input_fired_time: 2.1893324852, output_fired_time: 2.0683107376, propagate_forward_time: 58.8629455566, propagate_backward_time: 89.7484512329, weight_update_time: 0.1891356260, other_time: 3.9724960327
epoch time: 12.8719015121s, input_fired_time: 0.2746578753, output_fired_time: 0.0000000000, propagate_forward_time: 11.8959016800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7013416290
validation[          , genome  6864] predictions:    9704/  10000 (97.04%), best:    9768/10000 (97.68%), error:       938.09052, best error:       751.13544 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 157.5669555664s, input_fired_time: 2.2053587437, output_fired_time: 2.0833818913, propagate_forward_time: 59.0824813843, propagate_backward_time: 90.1741561890, weight_update_time: 0.1905692667, other_time: 4.0215759277
epoch time: 12.6001710892s, input_fired_time: 0.2653046250, output_fired_time: 0.0000000000, propagate_forward_time: 11.6594228745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6754436493
validation[          , genome  6864] predictions:    9655/  10000 (96.55%), best:    9768/10000 (97.68%), error:      1095.87207, best error:       751.13544 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 157.1980133057s, input_fired_time: 2.2049496174, output_fired_time: 2.0811810493, propagate_forward_time: 58.9133529663, propagate_backward_time: 89.9781494141, weight_update_time: 0.1893758178, other_time: 4.0203781128
epoch time: 12.8376808167s, input_fired_time: 0.2789505124, output_fired_time: 0.0000000000, propagate_forward_time: 11.8403739929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7183561325
validation[          , genome  6864] predictions:    9688/  10000 (96.88%), best:    9768/10000 (97.68%), error:       966.52869, best error:       751.13544 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 158.0621948242s, input_fired_time: 2.2114193439, output_fired_time: 2.0880558491, propagate_forward_time: 59.2100181580, propagate_backward_time: 90.5334396362, weight_update_time: 0.1916163266, other_time: 4.0192489624
epoch time: 12.8389549255s, input_fired_time: 0.2745856345, output_fired_time: 0.0000000000, propagate_forward_time: 11.8477602005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7166090012
validation[          , genome  6864] predictions:    9764/  10000 (97.64%), best:    9768/10000 (97.68%), error:       831.43347, best error:       751.13544 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 156.3461914063s, input_fired_time: 2.1910016537, output_fired_time: 2.0631129742, propagate_forward_time: 58.6820716858, propagate_backward_time: 89.4631881714, weight_update_time: 0.1871286333, other_time: 3.9468307495
epoch time: 12.8473987579s, input_fired_time: 0.2707830966, output_fired_time: 0.0000000000, propagate_forward_time: 11.8833637238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6932516098
validation[          , genome  6864] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       819.64294, best error:       751.13544 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 157.4014587402s, input_fired_time: 2.2041773796, output_fired_time: 2.0853466988, propagate_forward_time: 59.0554199219, propagate_backward_time: 90.0468521118, weight_update_time: 0.1899528205, other_time: 4.0096664429
epoch time: 12.8383636475s, input_fired_time: 0.2761723697, output_fired_time: 0.0000000000, propagate_forward_time: 11.8389568329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7232341766
validation[          , genome  6864] predictions:    9757/  10000 (97.57%), best:    9768/10000 (97.68%), error:       789.53662, best error:       751.13544 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 156.9089660645s, input_fired_time: 2.1925420761, output_fired_time: 2.0634257793, propagate_forward_time: 58.8237380981, propagate_backward_time: 89.9023513794, weight_update_time: 0.1870815158, other_time: 3.9269104004
epoch time: 12.8778953552s, input_fired_time: 0.2722524107, output_fired_time: 0.0000000000, propagate_forward_time: 11.9258146286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6798286438
validation[          , genome  6864] predictions:    9722/  10000 (97.22%), best:    9768/10000 (97.68%), error:       940.98859, best error:       751.13544 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 156.2848510742s, input_fired_time: 2.2019855976, output_fired_time: 2.0606830120, propagate_forward_time: 58.4780044556, propagate_backward_time: 89.5158615112, weight_update_time: 0.1895130724, other_time: 4.0283203125
epoch time: 12.7060661316s, input_fired_time: 0.2704496980, output_fired_time: 0.0000000000, propagate_forward_time: 11.7637376785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6718788147
validation[          , genome  6864] predictions:    9739/  10000 (97.39%), best:    9768/10000 (97.68%), error:       838.89838, best error:       751.13544 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 157.1629028320s, input_fired_time: 2.2040619850, output_fired_time: 2.0696620941, propagate_forward_time: 58.8407287598, propagate_backward_time: 90.0246124268, weight_update_time: 0.1899512559, other_time: 4.0238494873
epoch time: 12.7449703217s, input_fired_time: 0.2744458616, output_fired_time: 0.0000000000, propagate_forward_time: 11.7629499435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7075748444
validation[          , genome  6864] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       744.17120, best error:       744.17120 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 157.5721588135s, input_fired_time: 2.2064270973, output_fired_time: 2.0814967155, propagate_forward_time: 59.0657806396, propagate_backward_time: 90.2031860352, weight_update_time: 0.1902932972, other_time: 4.0152740479
epoch time: 11.7688245773s, input_fired_time: 0.2535311282, output_fired_time: 0.0000000000, propagate_forward_time: 10.8529129028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6623802185
validation[          , genome  6864] predictions:    9746/  10000 (97.46%), best:    9782/10000 (97.82%), error:       851.24957, best error:       744.17120 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 157.6363372803s, input_fired_time: 2.2144968510, output_fired_time: 2.0822427273, propagate_forward_time: 59.1001167297, propagate_backward_time: 90.2173538208, weight_update_time: 0.1918129027, other_time: 4.0221328735
epoch time: 12.8075609207s, input_fired_time: 0.2789730132, output_fired_time: 0.0000000000, propagate_forward_time: 11.8044481277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7241401672
validation[          , genome  6864] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       726.78516, best error:       726.78516 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 157.1632995605s, input_fired_time: 2.1986670494, output_fired_time: 2.0719485283, propagate_forward_time: 59.0201950073, propagate_backward_time: 89.9167404175, weight_update_time: 0.1875756085, other_time: 3.9557495117
epoch time: 12.7366504669s, input_fired_time: 0.2754515111, output_fired_time: 0.0000000000, propagate_forward_time: 11.7521982193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7090005875
validation[          , genome  6864] predictions:    9646/  10000 (96.46%), best:    9780/10000 (97.80%), error:      1108.21509, best error:       726.78516 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 156.8312530518s, input_fired_time: 2.1946778297, output_fired_time: 2.0652277470, propagate_forward_time: 58.7604789734, propagate_backward_time: 89.8613281250, weight_update_time: 0.1884485632, other_time: 3.9495391846
epoch time: 12.8284511566s, input_fired_time: 0.2725166678, output_fired_time: 0.0000000000, propagate_forward_time: 11.8671665192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6887683868
validation[          , genome  6864] predictions:    9757/  10000 (97.57%), best:    9780/10000 (97.80%), error:       780.16669, best error:       726.78516 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 156.1360626221s, input_fired_time: 2.1965394020, output_fired_time: 2.0584990978, propagate_forward_time: 58.5478477478, propagate_backward_time: 89.3854522705, weight_update_time: 0.1882688701, other_time: 3.9477233887
epoch time: 12.8769760132s, input_fired_time: 0.2843751311, output_fired_time: 0.0000000000, propagate_forward_time: 11.8582944870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7343063354
validation[          , genome  6864] predictions:    9764/  10000 (97.64%), best:    9780/10000 (97.80%), error:       822.58832, best error:       726.78516 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 157.1486663818s, input_fired_time: 2.2069749832, output_fired_time: 2.0637667179, propagate_forward_time: 58.9465103149, propagate_backward_time: 89.9557266235, weight_update_time: 0.1892534196, other_time: 3.9756927490
epoch time: 12.8648271561s, input_fired_time: 0.2757832408, output_fired_time: 0.0000000000, propagate_forward_time: 11.8909845352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6980590820
validation[          , genome  6864] predictions:    9767/  10000 (97.67%), best:    9780/10000 (97.80%), error:       795.52979, best error:       726.78516 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 156.2409973145s, input_fired_time: 2.1941063404, output_fired_time: 2.0551667213, propagate_forward_time: 58.5109481812, propagate_backward_time: 89.5280761719, weight_update_time: 0.1888458729, other_time: 3.9527053833
epoch time: 12.7569513321s, input_fired_time: 0.2753608525, output_fired_time: 0.0000000000, propagate_forward_time: 11.7870769501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6945133209
validation[          , genome  6864] predictions:    9701/  10000 (97.01%), best:    9780/10000 (97.80%), error:       942.37610, best error:       726.78516 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 157.2207489014s, input_fired_time: 2.2106711864, output_fired_time: 2.0719914436, propagate_forward_time: 59.0085601807, propagate_backward_time: 89.9512405396, weight_update_time: 0.1895350367, other_time: 3.9782791138
epoch time: 12.4569997787s, input_fired_time: 0.2717757523, output_fired_time: 0.0000000000, propagate_forward_time: 11.5065040588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6787195206
validation[          , genome  6864] predictions:    9737/  10000 (97.37%), best:    9780/10000 (97.80%), error:       832.23389, best error:       726.78516 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 157.5674591064s, input_fired_time: 2.2134883404, output_fired_time: 2.0771167278, propagate_forward_time: 59.0902061462, propagate_backward_time: 90.2056121826, weight_update_time: 0.1911396086, other_time: 3.9810333252
epoch time: 12.8137483597s, input_fired_time: 0.2740916312, output_fired_time: 0.0000000000, propagate_forward_time: 11.8450784683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6945781708
validation[          , genome  6864] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       835.55066, best error:       726.78516 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 156.4408569336s, input_fired_time: 2.1925683022, output_fired_time: 2.0614542961, propagate_forward_time: 58.5933418274, propagate_backward_time: 89.6555633545, weight_update_time: 0.1884808242, other_time: 3.9379425049
epoch time: 12.8317165375s, input_fired_time: 0.2745133936, output_fired_time: 0.0000000000, propagate_forward_time: 11.8639287949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6932744980
validation[          , genome  6864] predictions:    9749/  10000 (97.49%), best:    9780/10000 (97.80%), error:       791.39709, best error:       726.78516 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 156.7564392090s, input_fired_time: 2.1953494549, output_fired_time: 2.0626025200, propagate_forward_time: 58.8692245483, propagate_backward_time: 89.7139053345, weight_update_time: 0.1870507747, other_time: 3.9153594971
epoch time: 12.7971944809s, input_fired_time: 0.2771523595, output_fired_time: 0.0000000000, propagate_forward_time: 11.8207998276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992425919
validation[          , genome  6864] predictions:    9781/  10000 (97.81%), best:    9780/10000 (97.80%), error:       786.96326, best error:       726.78516 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 157.2745056152s, input_fired_time: 2.2079439163, output_fired_time: 2.0703334808, propagate_forward_time: 59.0015525818, propagate_backward_time: 90.0621414185, weight_update_time: 0.1876436472, other_time: 3.9325332642
epoch time: 12.8295669556s, input_fired_time: 0.2782607973, output_fired_time: 0.0000000000, propagate_forward_time: 11.8391828537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7121229172
validation[          , genome  6864] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       774.32379, best error:       726.78516 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 156.6493835449s, input_fired_time: 2.2037146091, output_fired_time: 2.0628147125, propagate_forward_time: 58.8025093079, propagate_backward_time: 89.6496963501, weight_update_time: 0.1860114634, other_time: 3.9306411743
epoch time: 12.6069288254s, input_fired_time: 0.2705976665, output_fired_time: 0.0000000000, propagate_forward_time: 11.6446771622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6916542053
validation[          , genome  6864] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       777.93164, best error:       726.78516 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 156.5485229492s, input_fired_time: 2.2011458874, output_fired_time: 2.0591096878, propagate_forward_time: 58.6117820740, propagate_backward_time: 89.7368698120, weight_update_time: 0.1865480095, other_time: 3.9396133423
epoch time: 12.6054544449s, input_fired_time: 0.2745723128, output_fired_time: 0.0000000000, propagate_forward_time: 11.6381969452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6926851273
validation[          , genome  6864] predictions:    9736/  10000 (97.36%), best:    9780/10000 (97.80%), error:       862.10107, best error:       726.78516 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 157.2756042480s, input_fired_time: 2.2218115330, output_fired_time: 2.0754857063, propagate_forward_time: 58.8969917297, propagate_backward_time: 90.0795669556, weight_update_time: 0.1896210611, other_time: 4.0017471313
epoch time: 12.3931751251s, input_fired_time: 0.2685291767, output_fired_time: 0.0000000000, propagate_forward_time: 11.4489631653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6756830215
validation[          , genome  6864] predictions:    9742/  10000 (97.42%), best:    9780/10000 (97.80%), error:       848.08423, best error:       726.78516 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 157.0264892578s, input_fired_time: 2.2082526684, output_fired_time: 2.0680320263, propagate_forward_time: 58.8169555664, propagate_backward_time: 89.9676208496, weight_update_time: 0.1894746274, other_time: 3.9656219482
epoch time: 12.8817892075s, input_fired_time: 0.2759189010, output_fired_time: 0.0000000000, propagate_forward_time: 11.9219255447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6839447021
validation[          , genome  6864] predictions:    9743/  10000 (97.43%), best:    9780/10000 (97.80%), error:       839.21600, best error:       726.78516 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 157.1071319580s, input_fired_time: 2.2059686184, output_fired_time: 2.0655527115, propagate_forward_time: 58.9777832031, propagate_backward_time: 89.9492950439, weight_update_time: 0.1871726513, other_time: 3.9085388184
epoch time: 12.7104530334s, input_fired_time: 0.2743014991, output_fired_time: 0.0000000000, propagate_forward_time: 11.7460393906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6901121140
validation[          , genome  6864] predictions:    9763/  10000 (97.63%), best:    9780/10000 (97.80%), error:       773.20758, best error:       726.78516 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 157.1415100098s, input_fired_time: 2.2064077854, output_fired_time: 2.0677440166, propagate_forward_time: 58.9584503174, propagate_backward_time: 89.9929275513, weight_update_time: 0.1872960329, other_time: 3.9159774780
epoch time: 12.8887567520s, input_fired_time: 0.2796754241, output_fired_time: 0.0000000000, propagate_forward_time: 11.9123449326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6967363358
validation[          , genome  6864] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       778.04449, best error:       726.78516 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 156.8554229736s, input_fired_time: 2.2046298981, output_fired_time: 2.0710482597, propagate_forward_time: 58.7480316162, propagate_backward_time: 89.8896560669, weight_update_time: 0.1872059256, other_time: 3.9420547485
epoch time: 12.7352209091s, input_fired_time: 0.2752767801, output_fired_time: 0.0000000000, propagate_forward_time: 11.7604436874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6995000839
validation[          , genome  6864] predictions:    9708/  10000 (97.08%), best:    9780/10000 (97.80%), error:       926.57935, best error:       726.78516 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 156.4143676758s, input_fired_time: 2.2011241913, output_fired_time: 2.0646686554, propagate_forward_time: 58.7516555786, propagate_backward_time: 89.5183944702, weight_update_time: 0.1852291226, other_time: 3.8785247803
epoch time: 12.6186285019s, input_fired_time: 0.2750946581, output_fired_time: 0.0000000000, propagate_forward_time: 11.6516752243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6918582916
validation[          , genome  6864] predictions:    9721/  10000 (97.21%), best:    9780/10000 (97.80%), error:       885.28998, best error:       726.78516 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 157.0661621094s, input_fired_time: 2.2094788551, output_fired_time: 2.0622973442, propagate_forward_time: 58.9204063416, propagate_backward_time: 89.9270172119, weight_update_time: 0.1879048049, other_time: 3.9469604492
epoch time: 12.6443414688s, input_fired_time: 0.2697560191, output_fired_time: 0.0000000000, propagate_forward_time: 11.6945858002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6799993515
validation[          , genome  6864] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       818.06201, best error:       726.78516 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 156.7419281006s, input_fired_time: 2.2011249065, output_fired_time: 2.0609447956, propagate_forward_time: 58.7508125305, propagate_backward_time: 89.8109741211, weight_update_time: 0.1857718229, other_time: 3.9180755615
epoch time: 12.8290042877s, input_fired_time: 0.2769853175, output_fired_time: 0.0000000000, propagate_forward_time: 11.8444490433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7075700760
validation[          , genome  6864] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       826.54553, best error:       726.78516 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 156.7588348389s, input_fired_time: 2.1908164024, output_fired_time: 2.0588688850, propagate_forward_time: 58.8071594238, propagate_backward_time: 89.8189926147, weight_update_time: 0.1858123094, other_time: 3.8830032349
epoch time: 12.6950616837s, input_fired_time: 0.2718530893, output_fired_time: 0.0000000000, propagate_forward_time: 11.7419118881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6812963486
validation[          , genome  6864] predictions:    9779/  10000 (97.79%), best:    9780/10000 (97.80%), error:       746.70123, best error:       726.78516 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 157.1061096191s, input_fired_time: 2.2116281986, output_fired_time: 2.0706131458, propagate_forward_time: 59.0046691895, propagate_backward_time: 89.9051895142, weight_update_time: 0.1874757856, other_time: 3.9140090942
epoch time: 12.8095083237s, input_fired_time: 0.2773878574, output_fired_time: 0.0000000000, propagate_forward_time: 11.8320417404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7000789642
validation[          , genome  6864] predictions:    9731/  10000 (97.31%), best:    9780/10000 (97.80%), error:       918.96893, best error:       726.78516 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 156.2312316895s, input_fired_time: 2.1984899044, output_fired_time: 2.0495572090, propagate_forward_time: 58.7465782166, propagate_backward_time: 89.3456954956, weight_update_time: 0.1854891479, other_time: 3.8909072876
epoch time: 12.7310867310s, input_fired_time: 0.2808653116, output_fired_time: 0.0000000000, propagate_forward_time: 11.7402048111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7100162506
validation[          , genome  6864] predictions:    9757/  10000 (97.57%), best:    9780/10000 (97.80%), error:       838.15070, best error:       726.78516 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 155.8755187988s, input_fired_time: 2.1974399090, output_fired_time: 2.0590445995, propagate_forward_time: 58.3204383850, propagate_backward_time: 89.3749618530, weight_update_time: 0.1854865998, other_time: 3.9236373901
epoch time: 12.8384428024s, input_fired_time: 0.2715448737, output_fired_time: 0.0000000000, propagate_forward_time: 11.8897895813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6771087646
validation[          , genome  6864] predictions:    9767/  10000 (97.67%), best:    9780/10000 (97.80%), error:       761.21576, best error:       726.78516 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 155.8635406494s, input_fired_time: 2.1961014271, output_fired_time: 2.0570197105, propagate_forward_time: 58.1958007813, propagate_backward_time: 89.4873886108, weight_update_time: 0.1861789078, other_time: 3.9272232056
epoch time: 12.8568325043s, input_fired_time: 0.2771389782, output_fired_time: 0.0000000000, propagate_forward_time: 11.8881130219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6915807724
validation[          , genome  6864] predictions:    9761/  10000 (97.61%), best:    9780/10000 (97.80%), error:       808.94604, best error:       726.78516 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 157.4144439697s, input_fired_time: 2.2161378860, output_fired_time: 2.0706267357, propagate_forward_time: 59.0894622803, propagate_backward_time: 90.0842742920, weight_update_time: 0.1878915131, other_time: 3.9539337158
epoch time: 12.7863464355s, input_fired_time: 0.2784870863, output_fired_time: 0.0000000000, propagate_forward_time: 11.8026094437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7052497864
validation[          , genome  6864] predictions:    9776/  10000 (97.76%), best:    9780/10000 (97.80%), error:       754.60626, best error:       726.78516 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 157.3038330078s, input_fired_time: 2.2168562412, output_fired_time: 2.0615150928, propagate_forward_time: 58.9117965698, propagate_backward_time: 90.1549072266, weight_update_time: 0.1880040914, other_time: 3.9587631226
epoch time: 12.4668235779s, input_fired_time: 0.2720277011, output_fired_time: 0.0000000000, propagate_forward_time: 11.5077686310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6870269775
validation[          , genome  6864] predictions:    9763/  10000 (97.63%), best:    9780/10000 (97.80%), error:       827.49658, best error:       726.78516 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 157.2350006104s, input_fired_time: 2.2123284340, output_fired_time: 2.0685002804, propagate_forward_time: 58.9998817444, propagate_backward_time: 90.0403366089, weight_update_time: 0.1868649274, other_time: 3.9139633179
epoch time: 12.7792005539s, input_fired_time: 0.2756321430, output_fired_time: 0.0000000000, propagate_forward_time: 11.8100929260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934757233
validation[          , genome  6864] predictions:    9736/  10000 (97.36%), best:    9780/10000 (97.80%), error:       853.56647, best error:       726.78516 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 156.5902252197s, input_fired_time: 2.2063050270, output_fired_time: 2.0576186180, propagate_forward_time: 58.5515289307, propagate_backward_time: 89.8553009033, weight_update_time: 0.1856668591, other_time: 3.9194793701
epoch time: 12.9071683884s, input_fired_time: 0.2752803862, output_fired_time: 0.0000000000, propagate_forward_time: 11.9503774643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6815109253
validation[          , genome  6864] predictions:    9766/  10000 (97.66%), best:    9780/10000 (97.80%), error:       797.03229, best error:       726.78516 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 157.1433715820s, input_fired_time: 2.2050926685, output_fired_time: 2.0644991398, propagate_forward_time: 58.9424285889, propagate_backward_time: 90.0290603638, weight_update_time: 0.1846141964, other_time: 3.9022903442
epoch time: 12.6421871185s, input_fired_time: 0.2723359466, output_fired_time: 0.0000000000, propagate_forward_time: 11.7007036209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6691474915
validation[          , genome  6864] predictions:    9757/  10000 (97.57%), best:    9780/10000 (97.80%), error:       822.88617, best error:       726.78516 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 157.2539215088s, input_fired_time: 2.2160785198, output_fired_time: 2.0647587776, propagate_forward_time: 58.8760223389, propagate_backward_time: 90.1502914429, weight_update_time: 0.1869581342, other_time: 3.9467697144
epoch time: 12.8369331360s, input_fired_time: 0.2785213590, output_fired_time: 0.0000000000, propagate_forward_time: 11.8445835114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7138280869
validation[          , genome  6864] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       825.70245, best error:       726.78516 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 156.6206665039s, input_fired_time: 2.2150254250, output_fired_time: 2.0558278561, propagate_forward_time: 58.6458549500, propagate_backward_time: 89.7668304443, weight_update_time: 0.1869684011, other_time: 3.9371185303
epoch time: 12.8429546356s, input_fired_time: 0.2802606523, output_fired_time: 0.0000000000, propagate_forward_time: 11.8593740463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7033195496
validation[          , genome  6864] predictions:    9755/  10000 (97.55%), best:    9780/10000 (97.80%), error:       823.96112, best error:       726.78516 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 156.9142913818s, input_fired_time: 2.2080042362, output_fired_time: 2.0530881882, propagate_forward_time: 58.8393478394, propagate_backward_time: 89.9374160767, weight_update_time: 0.1855557859, other_time: 3.8764343262
epoch time: 12.4859476089s, input_fired_time: 0.2686817646, output_fired_time: 0.0000000000, propagate_forward_time: 11.5495843887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6676816940
validation[          , genome  6864] predictions:    9703/  10000 (97.03%), best:    9780/10000 (97.80%), error:       962.64166, best error:       726.78516 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 156.5294036865s, input_fired_time: 2.2198450565, output_fired_time: 2.0639469624, propagate_forward_time: 58.7364921570, propagate_backward_time: 89.5918960571, weight_update_time: 0.1869258583, other_time: 3.9172134399
epoch time: 12.2541933060s, input_fired_time: 0.2692884803, output_fired_time: 0.0000000000, propagate_forward_time: 11.3159980774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6689071655
validation[          , genome  6864] predictions:    9748/  10000 (97.48%), best:    9780/10000 (97.80%), error:       824.82538, best error:       726.78516 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 156.9719543457s, input_fired_time: 2.2252223492, output_fired_time: 2.0641131401, propagate_forward_time: 58.8514823914, propagate_backward_time: 89.8723831177, weight_update_time: 0.1879800260, other_time: 3.9587478638
epoch time: 12.5375680923s, input_fired_time: 0.2721286118, output_fired_time: 0.0000000000, propagate_forward_time: 11.5804033279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850357056
validation[          , genome  6864] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       765.75189, best error:       726.78516 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 155.9924011230s, input_fired_time: 2.1947212219, output_fired_time: 2.0462110043, propagate_forward_time: 58.4700927734, propagate_backward_time: 89.4342117310, weight_update_time: 0.1834391505, other_time: 3.8471755981
epoch time: 12.8565149307s, input_fired_time: 0.2758077681, output_fired_time: 0.0000000000, propagate_forward_time: 11.8942852020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6864223480
validation[          , genome  6864] predictions:    9783/  10000 (97.83%), best:    9780/10000 (97.80%), error:       780.41254, best error:       726.78516 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 156.7905273438s, input_fired_time: 2.2059495449, output_fired_time: 2.0575752258, propagate_forward_time: 58.6988792419, propagate_backward_time: 89.8847732544, weight_update_time: 0.1857170314, other_time: 3.9433517456
epoch time: 12.6098632813s, input_fired_time: 0.2699812353, output_fired_time: 0.0000000000, propagate_forward_time: 11.6709232330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6689586639
validation[          , genome  6864] predictions:    9742/  10000 (97.42%), best:    9780/10000 (97.80%), error:       852.43707, best error:       726.78516 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 157.1351470947s, input_fired_time: 2.2106864452, output_fired_time: 2.0708680153, propagate_forward_time: 58.9245262146, propagate_backward_time: 89.9988861084, weight_update_time: 0.1855916232, other_time: 3.9301757813
epoch time: 12.5880174637s, input_fired_time: 0.2690621912, output_fired_time: 0.0000000000, propagate_forward_time: 11.6552152634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6637401581
validation[          , genome  6864] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       726.66974, best error:       726.66974 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 157.3879241943s, input_fired_time: 2.2125160694, output_fired_time: 2.0615434647, propagate_forward_time: 58.9789733887, propagate_backward_time: 90.2447204590, weight_update_time: 0.1860897392, other_time: 3.8901824951
epoch time: 12.6175746918s, input_fired_time: 0.2717840075, output_fired_time: 0.0000000000, propagate_forward_time: 11.6686229706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6771678925
validation[          , genome  6864] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       886.94452, best error:       726.66974 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 156.8872985840s, input_fired_time: 2.2130618095, output_fired_time: 2.0606303215, propagate_forward_time: 58.7762336731, propagate_backward_time: 89.9060134888, weight_update_time: 0.1863764673, other_time: 3.9313735962
epoch time: 12.7438993454s, input_fired_time: 0.2753981352, output_fired_time: 0.0000000000, propagate_forward_time: 11.7835302353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849708557
validation[          , genome  6864] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       770.94720, best error:       726.66974 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 157.7059936523s, input_fired_time: 2.2154836655, output_fired_time: 2.0706932545, propagate_forward_time: 59.1953010559, propagate_backward_time: 90.3199005127, weight_update_time: 0.1862704903, other_time: 3.9046173096
epoch time: 12.5883312225s, input_fired_time: 0.2690810859, output_fired_time: 0.0000000000, propagate_forward_time: 11.6617002487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6575498581
validation[          , genome  6864] predictions:    9729/  10000 (97.29%), best:    9766/10000 (97.66%), error:       855.32990, best error:       726.66974 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 156.8413085938s, input_fired_time: 2.2080047131, output_fired_time: 2.0575358868, propagate_forward_time: 58.9186897278, propagate_backward_time: 89.8034667969, weight_update_time: 0.1849526316, other_time: 3.8536071777
epoch time: 12.8698406219s, input_fired_time: 0.2761226296, output_fired_time: 0.0000000000, propagate_forward_time: 11.9014549255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6922626495
validation[          , genome  6864] predictions:    9687/  10000 (96.87%), best:    9766/10000 (97.66%), error:      1061.25806, best error:       726.66974 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 156.3504486084s, input_fired_time: 2.2003452778, output_fired_time: 2.0583703518, propagate_forward_time: 58.5677413940, propagate_backward_time: 89.6456527710, weight_update_time: 0.1843085438, other_time: 3.8783416748
epoch time: 12.4404468536s, input_fired_time: 0.2710614800, output_fired_time: 0.0000000000, propagate_forward_time: 11.5016441345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6677408218
validation[          , genome  6864] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       830.53931, best error:       726.66974 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 157.0626831055s, input_fired_time: 2.2067239285, output_fired_time: 2.0586893559, propagate_forward_time: 58.8937644958, propagate_backward_time: 90.0265045166, weight_update_time: 0.1850724220, other_time: 3.8769989014
epoch time: 12.5962581635s, input_fired_time: 0.2724111974, output_fired_time: 0.0000000000, propagate_forward_time: 11.6512546539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6725921631
validation[          , genome  6864] predictions:    9741/  10000 (97.41%), best:    9766/10000 (97.66%), error:       875.67236, best error:       726.66974 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 157.2973480225s, input_fired_time: 2.2032749653, output_fired_time: 2.0645613670, propagate_forward_time: 59.0379371643, propagate_backward_time: 90.1231384277, weight_update_time: 0.1843991727, other_time: 3.8684387207
epoch time: 12.7444534302s, input_fired_time: 0.2745288908, output_fired_time: 0.0000000000, propagate_forward_time: 11.7939310074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6759939194
validation[          , genome  6864] predictions:    9722/  10000 (97.22%), best:    9766/10000 (97.66%), error:       878.00397, best error:       726.66974 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 157.4018096924s, input_fired_time: 2.2100114822, output_fired_time: 2.0650696754, propagate_forward_time: 59.0980148315, propagate_backward_time: 90.1345520020, weight_update_time: 0.1854348779, other_time: 3.8941726685
epoch time: 12.5306777954s, input_fired_time: 0.2715934813, output_fired_time: 0.0000000000, propagate_forward_time: 11.5847349167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6743497849
validation[          , genome  6864] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       873.83368, best error:       726.66974 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 156.7751007080s, input_fired_time: 2.2017178535, output_fired_time: 2.0527982712, propagate_forward_time: 58.7662658691, propagate_backward_time: 89.8839187622, weight_update_time: 0.1842685342, other_time: 3.8703994751
epoch time: 12.9095335007s, input_fired_time: 0.2798438370, output_fired_time: 0.0000000000, propagate_forward_time: 11.9321603775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6975288391
validation[          , genome  6864] predictions:    9774/  10000 (97.74%), best:    9766/10000 (97.66%), error:       742.39795, best error:       726.66974 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 157.2202301025s, input_fired_time: 2.2097561359, output_fired_time: 2.0619745255, propagate_forward_time: 58.9242668152, propagate_backward_time: 90.1336593628, weight_update_time: 0.1854113638, other_time: 3.8905563354
epoch time: 12.8307886124s, input_fired_time: 0.2758001387, output_fired_time: 0.0000000000, propagate_forward_time: 11.8718070984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831817627
validation[          , genome  6864] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       862.34369, best error:       726.66974 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 157.2487640381s, input_fired_time: 2.2029490471, output_fired_time: 2.0549890995, propagate_forward_time: 59.0462646484, propagate_backward_time: 90.1069335938, weight_update_time: 0.1835742742, other_time: 3.8376312256
epoch time: 12.7688083649s, input_fired_time: 0.2781363428, output_fired_time: 0.0000000000, propagate_forward_time: 11.8010683060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6896038055
validation[          , genome  6864] predictions:    9733/  10000 (97.33%), best:    9766/10000 (97.66%), error:       911.92731, best error:       726.66974 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 157.1040344238s, input_fired_time: 2.2006077766, output_fired_time: 2.0588197708, propagate_forward_time: 58.9036026001, propagate_backward_time: 90.1092376709, weight_update_time: 0.1833382696, other_time: 3.8317642212
epoch time: 12.5441064835s, input_fired_time: 0.2680013180, output_fired_time: 0.0000000000, propagate_forward_time: 11.6236648560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6524400711
validation[          , genome  6864] predictions:    9719/  10000 (97.19%), best:    9766/10000 (97.66%), error:       887.06769, best error:       726.66974 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 155.5141601563s, input_fired_time: 2.1813545227, output_fired_time: 2.0317714214, propagate_forward_time: 58.3858718872, propagate_backward_time: 89.1255645752, weight_update_time: 0.1814007908, other_time: 3.7896041870
epoch time: 12.9106073380s, input_fired_time: 0.2779930234, output_fired_time: 0.0000000000, propagate_forward_time: 11.9373159409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6952981949
validation[          , genome  6864] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       856.50800, best error:       726.66974 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 156.1921844482s, input_fired_time: 2.1933832169, output_fired_time: 2.0401802063, propagate_forward_time: 58.5935859680, propagate_backward_time: 89.5559616089, weight_update_time: 0.1822994202, other_time: 3.8090744019
epoch time: 12.4696121216s, input_fired_time: 0.2672738135, output_fired_time: 0.0000000000, propagate_forward_time: 11.5555505753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6467876434
validation[          , genome  6864] predictions:    9760/  10000 (97.60%), best:    9766/10000 (97.66%), error:       787.73413, best error:       726.66974 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 157.6310119629s, input_fired_time: 2.2013676167, output_fired_time: 2.0672898293, propagate_forward_time: 59.2318840027, propagate_backward_time: 90.2795791626, weight_update_time: 0.1841722727, other_time: 3.8508834839
epoch time: 12.7211771011s, input_fired_time: 0.2720435560, output_fired_time: 0.0000000000, propagate_forward_time: 11.7776718140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714620590
validation[          , genome  6864] predictions:    9756/  10000 (97.56%), best:    9766/10000 (97.66%), error:       810.74518, best error:       726.66974 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 156.5847473145s, input_fired_time: 2.1912233829, output_fired_time: 2.0500593185, propagate_forward_time: 58.8042182922, propagate_backward_time: 89.7450408936, weight_update_time: 0.1828063279, other_time: 3.7942047119
epoch time: 12.7627639771s, input_fired_time: 0.2727875710, output_fired_time: 0.0000000000, propagate_forward_time: 11.8161058426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6738710403
validation[          , genome  6864] predictions:    9775/  10000 (97.75%), best:    9766/10000 (97.66%), error:       753.58173, best error:       726.66974 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 156.1871032715s, input_fired_time: 2.1904315948, output_fired_time: 2.0451898575, propagate_forward_time: 58.6444435120, propagate_backward_time: 89.5131683350, weight_update_time: 0.1808079332, other_time: 3.7938690186
epoch time: 12.5255661011s, input_fired_time: 0.2707267106, output_fired_time: 0.0000000000, propagate_forward_time: 11.5965299606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6583089828
validation[          , genome  6864] predictions:    9760/  10000 (97.60%), best:    9766/10000 (97.66%), error:       801.41589, best error:       726.66974 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 157.0572052002s, input_fired_time: 2.1962234974, output_fired_time: 2.0507638454, propagate_forward_time: 58.9617500305, propagate_backward_time: 90.0625839233, weight_update_time: 0.1816072166, other_time: 3.7858810425
epoch time: 12.7283649445s, input_fired_time: 0.2739646435, output_fired_time: 0.0000000000, propagate_forward_time: 11.7776384354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6767616272
validation[          , genome  6864] predictions:    9756/  10000 (97.56%), best:    9766/10000 (97.66%), error:       827.38910, best error:       726.66974 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 157.0049591064s, input_fired_time: 2.2078042030, output_fired_time: 2.0672109127, propagate_forward_time: 58.9822311401, propagate_backward_time: 89.8953628540, weight_update_time: 0.1829507202, other_time: 3.8523406982
epoch time: 12.7671432495s, input_fired_time: 0.2777595222, output_fired_time: 0.0000000000, propagate_forward_time: 11.8019771576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874065399
validation[          , genome  6864] predictions:    9764/  10000 (97.64%), best:    9766/10000 (97.66%), error:       787.07001, best error:       726.66974 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 156.3749237061s, input_fired_time: 2.2025213242, output_fired_time: 2.0497612953, propagate_forward_time: 58.6964607239, propagate_backward_time: 89.5744476318, weight_update_time: 0.1826557964, other_time: 3.8517456055
epoch time: 12.5208578110s, input_fired_time: 0.2671283484, output_fired_time: 0.0000000000, propagate_forward_time: 11.5912132263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6625165939
validation[          , genome  6864] predictions:    9743/  10000 (97.43%), best:    9766/10000 (97.66%), error:       817.16486, best error:       726.66974 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 157.1224060059s, input_fired_time: 2.2029573917, output_fired_time: 2.0627868176, propagate_forward_time: 59.0533943176, propagate_backward_time: 89.9698486328, weight_update_time: 0.1824602187, other_time: 3.8334197998
epoch time: 12.7477674484s, input_fired_time: 0.2739503086, output_fired_time: 0.0000000000, propagate_forward_time: 11.8080778122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657390594
validation[          , genome  6864] predictions:    9743/  10000 (97.43%), best:    9766/10000 (97.66%), error:       865.47748, best error:       726.66974 on epoch:    79, 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: 64.0573730469s, input_fired_time: 1.3737527132, output_fired_time: 0.0000000000, propagate_forward_time: 59.1728134155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5108070374
best training[          , genome  6864] predictions:   49679/  50000 (99.36%), best:    9766/10000 (97.66%), error:      1283.11548, best error:       726.66974 on epoch:    79, 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: 12.7540531158s, input_fired_time: 0.2733281255, output_fired_time: 0.0000000000, propagate_forward_time: 11.7957420349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849832535
   testing[          , genome  6864] predictions:    9781/  10000 (97.81%), best:    9766/10000 (97.66%), error:       682.59467, best error:       726.66974 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:08:10 (4860): called boinc_finish(0)

</stderr_txt>
]]>