Nameexact_genome_1512568488_45_6867_0
Workunit2605594
Created7 Dec 2017, 22:27:38 UTC
Sent7 Dec 2017, 22:30:22 UTC
Report deadline15 Dec 2017, 13:17:01 UTC
Received8 Dec 2017, 14:56:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time4 hours 55 min 30 sec
CPU time4 hours 51 min 30 sec
Validate stateValid
Credit1,903.93
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.07 MB
Peak swap size153.47 MB
Peak disk usage1.86 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.84%), best:    9701/10000 (97.01%), error:      1062.46887, best error:      1006.01642 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 158.7096557617s, input_fired_time: 1.4758921862, output_fired_time: 1.4771869183, propagate_forward_time: 59.4617271423, propagate_backward_time: 92.7621841431, weight_update_time: 0.2218146026, other_time: 3.5326614380
epoch time: 12.6911649704s, input_fired_time: 0.1836798936, output_fired_time: 0.0000000000, propagate_forward_time: 11.8752546310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6322307587
validation[          , genome  6867] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:       995.69922, best error:       995.69922 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 159.9095916748s, input_fired_time: 1.4729930162, output_fired_time: 1.4836411476, propagate_forward_time: 59.7521018982, propagate_backward_time: 93.7084503174, weight_update_time: 0.2246478498, other_time: 3.4924011230
epoch time: 12.8200521469s, input_fired_time: 0.1834060252, output_fired_time: 0.0000000000, propagate_forward_time: 12.0156145096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210317612
validation[          , genome  6867] predictions:    9688/  10000 (96.88%), best:    9692/10000 (96.92%), error:      1005.80280, best error:       995.69922 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 160.6049499512s, input_fired_time: 1.4805688858, output_fired_time: 1.5003944635, propagate_forward_time: 60.2479972839, propagate_backward_time: 93.8626480103, weight_update_time: 0.2250193059, other_time: 3.5133285522
epoch time: 13.0944099426s, input_fired_time: 0.1867473125, output_fired_time: 0.0000000000, propagate_forward_time: 12.2719697952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6356925964
validation[          , genome  6867] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       946.93982, best error:       946.93982 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 160.2637481689s, input_fired_time: 1.4869424105, output_fired_time: 1.5052845478, propagate_forward_time: 59.9849662781, propagate_backward_time: 93.7708053589, weight_update_time: 0.2242451608, other_time: 3.5157546997
epoch time: 12.8455295563s, input_fired_time: 0.1841210574, output_fired_time: 0.0000000000, propagate_forward_time: 12.0402822495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6211261749
validation[          , genome  6867] predictions:    9697/  10000 (96.97%), best:    9728/10000 (97.28%), error:       981.23553, best error:       946.93982 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 161.1421966553s, input_fired_time: 1.4870795012, output_fired_time: 1.5036487579, propagate_forward_time: 60.4290580750, propagate_backward_time: 94.1602706909, weight_update_time: 0.2248242795, other_time: 3.5621414185
epoch time: 13.1895351410s, input_fired_time: 0.1883963495, output_fired_time: 0.0000000000, propagate_forward_time: 12.3572168350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6439218521
validation[          , genome  6867] predictions:    9695/  10000 (96.95%), best:    9728/10000 (97.28%), error:      1039.95007, best error:       946.93982 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 160.0041656494s, input_fired_time: 1.4811538458, output_fired_time: 1.4954414368, propagate_forward_time: 59.9733810425, propagate_backward_time: 93.5110626221, weight_update_time: 0.2251409292, other_time: 3.5431289673
epoch time: 12.2702980042s, input_fired_time: 0.1804779321, output_fired_time: 0.0000000000, propagate_forward_time: 11.4505891800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6392307281
validation[          , genome  6867] predictions:    9695/  10000 (96.95%), best:    9728/10000 (97.28%), error:      1011.97150, best error:       946.93982 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 161.1878356934s, input_fired_time: 1.4841568470, output_fired_time: 1.5029356480, propagate_forward_time: 60.2909469604, propagate_backward_time: 94.3743667603, weight_update_time: 0.2257328629, other_time: 3.5354309082
epoch time: 12.9515199661s, input_fired_time: 0.1869352311, output_fired_time: 0.0000000000, propagate_forward_time: 12.1362419128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283426285
validation[          , genome  6867] predictions:    9699/  10000 (96.99%), best:    9728/10000 (97.28%), error:       969.80243, best error:       946.93982 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 159.2208862305s, input_fired_time: 1.4754831791, output_fired_time: 1.4857035875, propagate_forward_time: 59.6204910278, propagate_backward_time: 93.1594696045, weight_update_time: 0.2227834314, other_time: 3.4797439575
epoch time: 12.9843864441s, input_fired_time: 0.1861391813, output_fired_time: 0.0000000000, propagate_forward_time: 12.1602277756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6380195618
validation[          , genome  6867] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       935.38184, best error:       935.38184 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 158.5833892822s, input_fired_time: 1.4731471539, output_fired_time: 1.4903568029, propagate_forward_time: 59.1391716003, propagate_backward_time: 92.9899291992, weight_update_time: 0.2210644931, other_time: 3.4907836914
epoch time: 12.8791990280s, input_fired_time: 0.1854816079, output_fired_time: 0.0000000000, propagate_forward_time: 12.0497350693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6439819336
validation[          , genome  6867] predictions:    9700/  10000 (97.00%), best:    9703/10000 (97.03%), error:       985.63757, best error:       935.38184 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 157.8134918213s, input_fired_time: 1.4832062721, output_fired_time: 1.4720425606, propagate_forward_time: 59.0495414734, propagate_backward_time: 92.2711944580, weight_update_time: 0.2226259261, other_time: 3.5375061035
epoch time: 12.9610080719s, input_fired_time: 0.1863301247, output_fired_time: 0.0000000000, propagate_forward_time: 12.1547956467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198825836
validation[          , genome  6867] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1000.51251, best error:       935.38184 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 159.3796691895s, input_fired_time: 1.4814730883, output_fired_time: 1.4848310947, propagate_forward_time: 59.6947593689, propagate_backward_time: 93.1645202637, weight_update_time: 0.2241596282, other_time: 3.5540771484
epoch time: 13.0192718506s, input_fired_time: 0.1879791915, output_fired_time: 0.0000000000, propagate_forward_time: 12.1969156265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6343774796
validation[          , genome  6867] predictions:    9740/  10000 (97.40%), best:    9703/10000 (97.03%), error:       946.33026, best error:       935.38184 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 161.5081024170s, input_fired_time: 1.4897097349, output_fired_time: 1.5065321922, propagate_forward_time: 60.6408081055, propagate_backward_time: 94.3991165161, weight_update_time: 0.2251220047, other_time: 3.4719314575
epoch time: 12.7191123962s, input_fired_time: 0.1843868345, output_fired_time: 0.0000000000, propagate_forward_time: 11.9059209824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6288042068
validation[          , genome  6867] predictions:    9700/  10000 (97.00%), best:    9703/10000 (97.03%), error:       940.08862, best error:       935.38184 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 158.7013702393s, input_fired_time: 1.4841129780, output_fired_time: 1.4817649126, propagate_forward_time: 59.1638336182, propagate_backward_time: 92.9644851685, weight_update_time: 0.2230248004, other_time: 3.6071701050
epoch time: 12.9453125000s, input_fired_time: 0.1851984411, output_fired_time: 0.0000000000, propagate_forward_time: 12.1393938065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6207199097
validation[          , genome  6867] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       898.89941, best error:       898.89941 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 160.4100646973s, input_fired_time: 1.4942584038, output_fired_time: 1.4958271980, propagate_forward_time: 59.9986190796, propagate_backward_time: 93.8374938965, weight_update_time: 0.2250541896, other_time: 3.5838546753
epoch time: 13.1846837997s, input_fired_time: 0.1871226877, output_fired_time: 0.0000000000, propagate_forward_time: 12.3810863495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6164751053
validation[          , genome  6867] predictions:    9720/  10000 (97.20%), best:    9723/10000 (97.23%), error:       901.67542, best error:       898.89941 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 159.1131591797s, input_fired_time: 1.4779202938, output_fired_time: 1.4852005243, propagate_forward_time: 59.3351135254, propagate_backward_time: 93.3241424561, weight_update_time: 0.2232001573, other_time: 3.4907836914
epoch time: 12.6083889008s, input_fired_time: 0.1857028902, output_fired_time: 0.0000000000, propagate_forward_time: 11.7929420471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297435760
validation[          , genome  6867] predictions:    9700/  10000 (97.00%), best:    9723/10000 (97.23%), error:      1047.98254, best error:       898.89941 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 159.0333557129s, input_fired_time: 1.4824769497, output_fired_time: 1.4911288023, propagate_forward_time: 59.6510467529, propagate_backward_time: 92.9061050415, weight_update_time: 0.2231698781, other_time: 3.5025863647
epoch time: 13.1385259628s, input_fired_time: 0.1865362972, output_fired_time: 0.0000000000, propagate_forward_time: 12.3236398697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283502579
validation[          , genome  6867] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       843.66925, best error:       843.66925 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 160.7165069580s, input_fired_time: 1.4868922234, output_fired_time: 1.5048705339, propagate_forward_time: 60.0756568909, propagate_backward_time: 94.1027755737, weight_update_time: 0.2245740592, other_time: 3.5463180542
epoch time: 12.8328361511s, input_fired_time: 0.1856494695, output_fired_time: 0.0000000000, propagate_forward_time: 12.0036172867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6435689926
validation[          , genome  6867] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       926.85443, best error:       843.66925 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 159.7671203613s, input_fired_time: 1.4884672165, output_fired_time: 1.4904122353, propagate_forward_time: 59.9113616943, propagate_backward_time: 93.3906631470, weight_update_time: 0.2240135223, other_time: 3.4862136841
epoch time: 12.8196973801s, input_fired_time: 0.1851788759, output_fired_time: 0.0000000000, propagate_forward_time: 12.0140352249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204833984
validation[          , genome  6867] predictions:    9746/  10000 (97.46%), best:    9748/10000 (97.48%), error:       871.65320, best error:       843.66925 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 157.6351470947s, input_fired_time: 1.4758663177, output_fired_time: 1.4806779623, propagate_forward_time: 58.8561172485, propagate_backward_time: 92.2926940918, weight_update_time: 0.2219495326, other_time: 3.5297927856
epoch time: 12.8575000763s, input_fired_time: 0.1858181804, output_fired_time: 0.0000000000, propagate_forward_time: 12.0438928604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277894974
validation[          , genome  6867] predictions:    9706/  10000 (97.06%), best:    9748/10000 (97.48%), error:       972.29706, best error:       843.66925 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 160.3703002930s, input_fired_time: 1.4903119802, output_fired_time: 1.5028011799, propagate_forward_time: 60.0789031982, propagate_backward_time: 93.8099975586, weight_update_time: 0.2235068977, other_time: 3.4882812500
epoch time: 13.0629453659s, input_fired_time: 0.1869663596, output_fired_time: 0.0000000000, propagate_forward_time: 12.2332372665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6427421570
validation[          , genome  6867] predictions:    9747/  10000 (97.47%), best:    9748/10000 (97.48%), error:       903.14612, best error:       843.66925 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 159.9839019775s, input_fired_time: 1.4865765572, output_fired_time: 1.4929810762, propagate_forward_time: 59.9493179321, propagate_backward_time: 93.5267944336, weight_update_time: 0.2237106711, other_time: 3.5282363892
epoch time: 12.9091005325s, input_fired_time: 0.1872962862, output_fired_time: 0.0000000000, propagate_forward_time: 12.0938329697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6279716492
validation[          , genome  6867] predictions:    9690/  10000 (96.90%), best:    9748/10000 (97.48%), error:      1053.51758, best error:       843.66925 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 160.4519042969s, input_fired_time: 1.4910961390, output_fired_time: 1.5011115074, propagate_forward_time: 59.9064178467, propagate_backward_time: 93.9979171753, weight_update_time: 0.2252023816, other_time: 3.5553665161
epoch time: 12.1822681427s, input_fired_time: 0.1816479117, output_fired_time: 0.0000000000, propagate_forward_time: 11.3660659790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6345539093
validation[          , genome  6867] predictions:    9746/  10000 (97.46%), best:    9748/10000 (97.48%), error:       887.88519, best error:       843.66925 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 160.0148925781s, input_fired_time: 1.4877469540, output_fired_time: 1.4956245422, propagate_forward_time: 59.7929382324, propagate_backward_time: 93.7159881592, weight_update_time: 0.2333785444, other_time: 3.5225982666
epoch time: 12.9200706482s, input_fired_time: 0.1872517467, output_fired_time: 0.0000000000, propagate_forward_time: 12.1103439331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6224746704
validation[          , genome  6867] predictions:    9738/  10000 (97.38%), best:    9748/10000 (97.48%), error:       928.17401, best error:       843.66925 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 159.9194641113s, input_fired_time: 1.4931572676, output_fired_time: 1.4949357510, propagate_forward_time: 59.9742736816, propagate_backward_time: 93.4397583008, weight_update_time: 0.2233458012, other_time: 3.5173339844
epoch time: 12.9881410599s, input_fired_time: 0.1885797828, output_fired_time: 0.0000000000, propagate_forward_time: 12.1587562561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6408052444
validation[          , genome  6867] predictions:    9720/  10000 (97.20%), best:    9748/10000 (97.48%), error:       947.49884, best error:       843.66925 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 159.6529235840s, input_fired_time: 1.4895745516, output_fired_time: 1.4918369055, propagate_forward_time: 59.7269363403, propagate_backward_time: 93.4043731689, weight_update_time: 0.2240541577, other_time: 3.5401992798
epoch time: 13.0839967728s, input_fired_time: 0.1900450438, output_fired_time: 0.0000000000, propagate_forward_time: 12.2434720993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6504793167
validation[          , genome  6867] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       925.06128, best error:       843.66925 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 160.8564147949s, input_fired_time: 1.4937767982, output_fired_time: 1.5054284334, propagate_forward_time: 60.2107429504, propagate_backward_time: 94.1590652466, weight_update_time: 0.2248131782, other_time: 3.4874038696
epoch time: 12.8831148148s, input_fired_time: 0.1865554303, output_fired_time: 0.0000000000, propagate_forward_time: 12.0743341446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222248077
validation[          , genome  6867] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       793.65521, best error:       793.65521 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 160.1517639160s, input_fired_time: 1.4939128160, output_fired_time: 1.4995625019, propagate_forward_time: 60.0392456055, propagate_backward_time: 93.5980529785, weight_update_time: 0.2250133753, other_time: 3.5209960938
epoch time: 12.6566677094s, input_fired_time: 0.1871654242, output_fired_time: 0.0000000000, propagate_forward_time: 11.8199329376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6495695114
validation[          , genome  6867] predictions:    9763/  10000 (97.63%), best:    9768/10000 (97.68%), error:       851.82220, best error:       793.65521 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 160.6162719727s, input_fired_time: 1.4981009960, output_fired_time: 1.5035524368, propagate_forward_time: 60.0539054871, propagate_backward_time: 94.0130767822, weight_update_time: 0.2252191007, other_time: 3.5476226807
epoch time: 12.3780193329s, input_fired_time: 0.1818869710, output_fired_time: 0.0000000000, propagate_forward_time: 11.5850677490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110649109
validation[          , genome  6867] predictions:    9751/  10000 (97.51%), best:    9768/10000 (97.68%), error:       825.96240, best error:       793.65521 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 160.6945190430s, input_fired_time: 1.5021516085, output_fired_time: 1.4944117069, propagate_forward_time: 60.4804611206, propagate_backward_time: 93.6907806396, weight_update_time: 0.2249791324, other_time: 3.5267105103
epoch time: 13.0749664307s, input_fired_time: 0.1880095005, output_fired_time: 0.0000000000, propagate_forward_time: 12.2657146454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212425232
validation[          , genome  6867] predictions:    9761/  10000 (97.61%), best:    9768/10000 (97.68%), error:       856.70447, best error:       793.65521 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 160.3776855469s, input_fired_time: 1.4899505377, output_fired_time: 1.4959275723, propagate_forward_time: 59.8143196106, propagate_backward_time: 94.0347290039, weight_update_time: 0.2258263975, other_time: 3.5427703857
epoch time: 12.8158969879s, input_fired_time: 0.1864231676, output_fired_time: 0.0000000000, propagate_forward_time: 11.9746150970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6548585892
validation[          , genome  6867] predictions:    9651/  10000 (96.51%), best:    9768/10000 (97.68%), error:      1146.19421, best error:       793.65521 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 162.0998687744s, input_fired_time: 1.5079842806, output_fired_time: 1.5155441761, propagate_forward_time: 60.5952949524, propagate_backward_time: 94.8521194458, weight_update_time: 0.2272114456, other_time: 3.6289291382
epoch time: 13.0537738800s, input_fired_time: 0.1886345893, output_fired_time: 0.0000000000, propagate_forward_time: 12.2126455307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6524934769
validation[          , genome  6867] predictions:    9776/  10000 (97.76%), best:    9768/10000 (97.68%), error:       805.69836, best error:       793.65521 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 158.7357330322s, input_fired_time: 1.4827361107, output_fired_time: 1.4896913767, propagate_forward_time: 59.2505455017, propagate_backward_time: 92.9716033936, weight_update_time: 0.2231108099, other_time: 3.5411529541
epoch time: 12.4970722198s, input_fired_time: 0.1837603897, output_fired_time: 0.0000000000, propagate_forward_time: 11.6587753296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6545362473
validation[          , genome  6867] predictions:    9747/  10000 (97.47%), best:    9768/10000 (97.68%), error:       877.22833, best error:       793.65521 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 157.8714752197s, input_fired_time: 1.4846702814, output_fired_time: 1.4713039398, propagate_forward_time: 59.0572166443, propagate_backward_time: 92.3116836548, weight_update_time: 0.2219544351, other_time: 3.5466079712
epoch time: 12.8163213730s, input_fired_time: 0.1873559058, output_fired_time: 0.0000000000, propagate_forward_time: 11.9786024094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6503629684
validation[          , genome  6867] predictions:    9724/  10000 (97.24%), best:    9768/10000 (97.68%), error:       893.07446, best error:       793.65521 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 160.4236297607s, input_fired_time: 1.4986692667, output_fired_time: 1.5016869307, propagate_forward_time: 59.9469718933, propagate_backward_time: 93.9517440796, weight_update_time: 0.2257983685, other_time: 3.5245437622
epoch time: 12.4739656448s, input_fired_time: 0.1830681413, output_fired_time: 0.0000000000, propagate_forward_time: 11.6623659134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285314560
validation[          , genome  6867] predictions:    9743/  10000 (97.43%), best:    9768/10000 (97.68%), error:       882.21027, best error:       793.65521 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 160.7656402588s, input_fired_time: 1.4982759953, output_fired_time: 1.4980356693, propagate_forward_time: 60.1212539673, propagate_backward_time: 94.1234588623, weight_update_time: 0.2251705080, other_time: 3.5246200562
epoch time: 12.0756311417s, input_fired_time: 0.1804668009, output_fired_time: 0.0000000000, propagate_forward_time: 11.2721576691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230068207
validation[          , genome  6867] predictions:    9721/  10000 (97.21%), best:    9768/10000 (97.68%), error:       918.56873, best error:       793.65521 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 156.9842681885s, input_fired_time: 1.4874280691, output_fired_time: 1.4715727568, propagate_forward_time: 58.9372253418, propagate_backward_time: 91.5853424072, weight_update_time: 0.2209744900, other_time: 3.5027008057
epoch time: 13.0107669830s, input_fired_time: 0.1904572994, output_fired_time: 0.0000000000, propagate_forward_time: 12.1967725754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6235370636
validation[          , genome  6867] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       862.44702, best error:       793.65521 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 160.9835662842s, input_fired_time: 1.4985464811, output_fired_time: 1.5086134672, propagate_forward_time: 60.1893043518, propagate_backward_time: 94.2930908203, weight_update_time: 0.2238032669, other_time: 3.4940185547
epoch time: 12.8680810928s, input_fired_time: 0.1882182956, output_fired_time: 0.0000000000, propagate_forward_time: 12.0572147369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6226482391
validation[          , genome  6867] predictions:    9667/  10000 (96.67%), best:    9768/10000 (97.68%), error:      1152.43579, best error:       793.65521 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 157.6216735840s, input_fired_time: 1.4821593761, output_fired_time: 1.5093061924, propagate_forward_time: 59.1651382446, propagate_backward_time: 91.9702148438, weight_update_time: 0.2215482742, other_time: 3.4948501587
epoch time: 12.4265527725s, input_fired_time: 0.1850719750, output_fired_time: 0.0000000000, propagate_forward_time: 11.5716943741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6697864532
validation[          , genome  6867] predictions:    9679/  10000 (96.79%), best:    9768/10000 (97.68%), error:       975.27045, best error:       793.65521 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 160.6301269531s, input_fired_time: 1.4999116659, output_fired_time: 1.4963533878, propagate_forward_time: 60.0385742188, propagate_backward_time: 94.0704040527, weight_update_time: 0.2243153006, other_time: 3.5248870850
epoch time: 12.9842367172s, input_fired_time: 0.1890344322, output_fired_time: 0.0000000000, propagate_forward_time: 12.1482076645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6469945908
validation[          , genome  6867] predictions:    9750/  10000 (97.50%), best:    9768/10000 (97.68%), error:       844.34406, best error:       793.65521 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 160.7570953369s, input_fired_time: 1.5013149977, output_fired_time: 1.5008443594, propagate_forward_time: 60.3298339844, propagate_backward_time: 93.9570465088, weight_update_time: 0.2254003286, other_time: 3.4680633545
epoch time: 12.6344585419s, input_fired_time: 0.1880651265, output_fired_time: 0.0000000000, propagate_forward_time: 11.8136434555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327495575
validation[          , genome  6867] predictions:    9696/  10000 (96.96%), best:    9768/10000 (97.68%), error:      1028.37878, best error:       793.65521 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 159.1435241699s, input_fired_time: 1.4892898798, output_fired_time: 1.4897764921, propagate_forward_time: 59.4575500488, propagate_backward_time: 93.1572494507, weight_update_time: 0.2233513892, other_time: 3.5496597290
epoch time: 12.7581977844s, input_fired_time: 0.1868800223, output_fired_time: 0.0000000000, propagate_forward_time: 11.9501132965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212043762
validation[          , genome  6867] predictions:    9759/  10000 (97.59%), best:    9768/10000 (97.68%), error:       861.32782, best error:       793.65521 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 157.5513000488s, input_fired_time: 1.4857898951, output_fired_time: 1.4663468599, propagate_forward_time: 58.8099136353, propagate_backward_time: 92.2385635376, weight_update_time: 0.2219152898, other_time: 3.5506744385
epoch time: 13.1776008606s, input_fired_time: 0.1899572611, output_fired_time: 0.0000000000, propagate_forward_time: 12.3443384171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6433048248
validation[          , genome  6867] predictions:    9756/  10000 (97.56%), best:    9768/10000 (97.68%), error:       839.79559, best error:       793.65521 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 159.9918365479s, input_fired_time: 1.4986507893, output_fired_time: 1.4922683239, propagate_forward_time: 59.5907058716, propagate_backward_time: 93.9179534912, weight_update_time: 0.2233306319, other_time: 3.4922561646
epoch time: 12.8292007446s, input_fired_time: 0.1877512932, output_fired_time: 0.0000000000, propagate_forward_time: 12.0218744278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195745468
validation[          , genome  6867] predictions:    9703/  10000 (97.03%), best:    9768/10000 (97.68%), error:       961.41986, best error:       793.65521 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 157.6700897217s, input_fired_time: 1.4851146936, output_fired_time: 1.4662261009, propagate_forward_time: 58.9254837036, propagate_backward_time: 92.3138809204, weight_update_time: 0.2218235880, other_time: 3.4793853760
epoch time: 13.1118507385s, input_fired_time: 0.1931245029, output_fired_time: 0.0000000000, propagate_forward_time: 12.2596492767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6590766907
validation[          , genome  6867] predictions:    9720/  10000 (97.20%), best:    9768/10000 (97.68%), error:       955.87482, best error:       793.65521 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 158.5427856445s, input_fired_time: 1.4948804379, output_fired_time: 1.4794176817, propagate_forward_time: 59.2826004028, propagate_backward_time: 92.8049240112, weight_update_time: 0.2220398486, other_time: 3.4809722900
epoch time: 12.7038726807s, input_fired_time: 0.1881061345, output_fired_time: 0.0000000000, propagate_forward_time: 11.8775577545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6382083893
validation[          , genome  6867] predictions:    9761/  10000 (97.61%), best:    9768/10000 (97.68%), error:       863.21710, best error:       793.65521 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 161.0300445557s, input_fired_time: 1.5078238249, output_fired_time: 1.5043994188, propagate_forward_time: 60.2094612122, propagate_backward_time: 94.2605667114, weight_update_time: 0.2247476280, other_time: 3.5477981567
epoch time: 12.8386421204s, input_fired_time: 0.1890633255, output_fired_time: 0.0000000000, propagate_forward_time: 12.0150890350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344900131
validation[          , genome  6867] predictions:    9732/  10000 (97.32%), best:    9768/10000 (97.68%), error:       875.48615, best error:       793.65521 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 160.5282592773s, input_fired_time: 1.4992896318, output_fired_time: 1.5106378794, propagate_forward_time: 59.8765296936, propagate_backward_time: 94.0948486328, weight_update_time: 0.2235176265, other_time: 3.5469665527
epoch time: 12.7198810577s, input_fired_time: 0.1882107854, output_fired_time: 0.0000000000, propagate_forward_time: 11.8913221359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6403484344
validation[          , genome  6867] predictions:    9759/  10000 (97.59%), best:    9768/10000 (97.68%), error:       856.11957, best error:       793.65521 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 161.4095306396s, input_fired_time: 1.5085614920, output_fired_time: 1.5074489117, propagate_forward_time: 60.4916954041, propagate_backward_time: 94.3727493286, weight_update_time: 0.2261233032, other_time: 3.5290756226
epoch time: 12.8228778839s, input_fired_time: 0.1895084828, output_fired_time: 0.0000000000, propagate_forward_time: 11.9849014282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6484680176
validation[          , genome  6867] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       861.39929, best error:       793.65521 on epoch:    40, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 160.3133392334s, input_fired_time: 1.5065968037, output_fired_time: 1.4907349348, propagate_forward_time: 59.9399604797, propagate_backward_time: 93.8802261353, weight_update_time: 0.2250465006, other_time: 3.4958267212
epoch time: 13.1131944656s, input_fired_time: 0.1910329461, output_fired_time: 0.0000000000, propagate_forward_time: 12.2833175659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388435364
validation[          , genome  6867] predictions:    9767/  10000 (97.67%), best:    9768/10000 (97.68%), error:       808.03333, best error:       793.65521 on epoch:    40, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 158.4346466064s, input_fired_time: 1.4965958595, output_fired_time: 1.4750462770, propagate_forward_time: 59.3999900818, propagate_backward_time: 92.5321807861, weight_update_time: 0.2234035730, other_time: 3.5308227539
epoch time: 12.8638925552s, input_fired_time: 0.1884622127, output_fired_time: 0.0000000000, propagate_forward_time: 12.0339078903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6415224075
validation[          , genome  6867] predictions:    9695/  10000 (96.95%), best:    9768/10000 (97.68%), error:      1003.48981, best error:       793.65521 on epoch:    40, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 159.1053314209s, input_fired_time: 1.4925779104, output_fired_time: 1.4875192642, propagate_forward_time: 59.3208236694, propagate_backward_time: 93.2815093994, weight_update_time: 0.2231997102, other_time: 3.5228958130
epoch time: 12.5743417740s, input_fired_time: 0.1868127882, output_fired_time: 0.0000000000, propagate_forward_time: 11.7660942078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6214351654
validation[          , genome  6867] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       853.54486, best error:       793.65521 on epoch:    40, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 159.2093200684s, input_fired_time: 1.5037542582, output_fired_time: 1.4835070372, propagate_forward_time: 59.3648300171, propagate_backward_time: 93.3689804077, weight_update_time: 0.2210220695, other_time: 3.4882507324
epoch time: 12.7299728394s, input_fired_time: 0.1891358793, output_fired_time: 0.0000000000, propagate_forward_time: 11.8918790817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6489582062
validation[          , genome  6867] predictions:    9688/  10000 (96.88%), best:    9768/10000 (97.68%), error:       997.33380, best error:       793.65521 on epoch:    40, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 159.7830505371s, input_fired_time: 1.4958580732, output_fired_time: 1.4902889729, propagate_forward_time: 59.5808143616, propagate_backward_time: 93.6715316772, weight_update_time: 0.2247451097, other_time: 3.5445480347
epoch time: 12.8266859055s, input_fired_time: 0.1912506223, output_fired_time: 0.0000000000, propagate_forward_time: 12.0004901886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349449158
validation[          , genome  6867] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       823.18164, best error:       793.65521 on epoch:    40, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 158.9254455566s, input_fired_time: 1.4969818592, output_fired_time: 1.4869732857, propagate_forward_time: 59.3760185242, propagate_backward_time: 93.0532684326, weight_update_time: 0.2231044471, other_time: 3.5122070313
epoch time: 12.7075796127s, input_fired_time: 0.1897462755, output_fired_time: 0.0000000000, propagate_forward_time: 11.8926839828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6251497269
validation[          , genome  6867] predictions:    9776/  10000 (97.76%), best:    9768/10000 (97.68%), error:       799.28485, best error:       793.65521 on epoch:    40, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 159.5030517578s, input_fired_time: 1.4994800091, output_fired_time: 1.4959250689, propagate_forward_time: 59.2807579041, propagate_backward_time: 93.7092208862, weight_update_time: 0.2240981460, other_time: 3.5176620483
epoch time: 12.6894607544s, input_fired_time: 0.1912665963, output_fired_time: 0.0000000000, propagate_forward_time: 11.8720836639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261100769
validation[          , genome  6867] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       821.91510, best error:       793.65521 on epoch:    40, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 158.6995697021s, input_fired_time: 1.5012191534, output_fired_time: 1.4802235365, propagate_forward_time: 59.5471115112, propagate_backward_time: 92.6615371704, weight_update_time: 0.2236884832, other_time: 3.5094757080
epoch time: 12.8804988861s, input_fired_time: 0.1899683774, output_fired_time: 0.0000000000, propagate_forward_time: 12.0197916031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6707391739
validation[          , genome  6867] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       859.55225, best error:       793.65521 on epoch:    40, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 160.5368194580s, input_fired_time: 1.5101599693, output_fired_time: 1.5038622618, propagate_forward_time: 60.1335487366, propagate_backward_time: 93.8791809082, weight_update_time: 0.2244947404, other_time: 3.5100708008
epoch time: 12.9275751114s, input_fired_time: 0.1923649609, output_fired_time: 0.0000000000, propagate_forward_time: 12.1049623489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302480698
validation[          , genome  6867] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       867.03638, best error:       793.65521 on epoch:    40, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 160.8224945068s, input_fired_time: 1.5080903769, output_fired_time: 1.5012800694, propagate_forward_time: 60.0526123047, propagate_backward_time: 94.2243041992, weight_update_time: 0.2256082892, other_time: 3.5362091064
epoch time: 12.7721033096s, input_fired_time: 0.1894791722, output_fired_time: 0.0000000000, propagate_forward_time: 11.9372940063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6453304291
validation[          , genome  6867] predictions:    9711/  10000 (97.11%), best:    9768/10000 (97.68%), error:       955.52814, best error:       793.65521 on epoch:    40, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 162.4591064453s, input_fired_time: 1.5216709375, output_fired_time: 1.5283036232, propagate_forward_time: 60.9611892700, propagate_backward_time: 94.9659957886, weight_update_time: 0.2263837457, other_time: 3.4819488525
epoch time: 12.9426250458s, input_fired_time: 0.1936733872, output_fired_time: 0.0000000000, propagate_forward_time: 12.1079645157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6409873962
validation[          , genome  6867] predictions:    9750/  10000 (97.50%), best:    9768/10000 (97.68%), error:       827.13354, best error:       793.65521 on epoch:    40, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 159.8751373291s, input_fired_time: 1.5137306452, output_fired_time: 1.4817675352, propagate_forward_time: 59.5368385315, propagate_backward_time: 93.8461151123, weight_update_time: 0.2240794003, other_time: 3.4966888428
epoch time: 13.1834421158s, input_fired_time: 0.1933796406, output_fired_time: 0.0000000000, propagate_forward_time: 12.3514528275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6386098862
validation[          , genome  6867] predictions:    9699/  10000 (96.99%), best:    9768/10000 (97.68%), error:      1022.73370, best error:       793.65521 on epoch:    40, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 157.1116333008s, input_fired_time: 1.4934399128, output_fired_time: 1.4696230888, propagate_forward_time: 58.8090934753, propagate_backward_time: 91.8575363159, weight_update_time: 0.2203259170, other_time: 3.4819412231
epoch time: 12.9116954803s, input_fired_time: 0.1916366518, output_fired_time: 0.0000000000, propagate_forward_time: 12.0855960846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344623566
validation[          , genome  6867] predictions:    9719/  10000 (97.19%), best:    9768/10000 (97.68%), error:       968.27307, best error:       793.65521 on epoch:    40, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 161.7147521973s, input_fired_time: 1.5201745033, output_fired_time: 1.4993079901, propagate_forward_time: 60.8860626221, propagate_backward_time: 94.2898941040, weight_update_time: 0.2253539115, other_time: 3.5193099976
epoch time: 12.6643495560s, input_fired_time: 0.1888144761, output_fired_time: 0.0000000000, propagate_forward_time: 11.8473939896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281414032
validation[          , genome  6867] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       835.97772, best error:       793.65521 on epoch:    40, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 158.0003662109s, input_fired_time: 1.4984534979, output_fired_time: 1.4673107862, propagate_forward_time: 59.0950927734, propagate_backward_time: 92.4266357422, weight_update_time: 0.2219412923, other_time: 3.5128631592
epoch time: 12.3366212845s, input_fired_time: 0.1856240332, output_fired_time: 0.0000000000, propagate_forward_time: 11.5279645920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230325699
validation[          , genome  6867] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       853.07971, best error:       793.65521 on epoch:    40, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 158.8760528564s, input_fired_time: 1.5050859451, output_fired_time: 1.4760067463, propagate_forward_time: 59.5396995544, propagate_backward_time: 92.8651504517, weight_update_time: 0.2231993079, other_time: 3.4901046753
epoch time: 12.3987874985s, input_fired_time: 0.1859624684, output_fired_time: 0.0000000000, propagate_forward_time: 11.6038990021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6089258194
validation[          , genome  6867] predictions:    9734/  10000 (97.34%), best:    9768/10000 (97.68%), error:       897.96301, best error:       793.65521 on epoch:    40, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 159.2681274414s, input_fired_time: 1.5093152523, output_fired_time: 1.4845342636, propagate_forward_time: 59.5606079102, propagate_backward_time: 93.2099609375, weight_update_time: 0.2245545238, other_time: 3.5037231445
epoch time: 12.2985467911s, input_fired_time: 0.1850186288, output_fired_time: 0.0000000000, propagate_forward_time: 11.5002050400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133232117
validation[          , genome  6867] predictions:    9761/  10000 (97.61%), best:    9768/10000 (97.68%), error:       829.05762, best error:       793.65521 on epoch:    40, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 159.4543151855s, input_fired_time: 1.5119676590, output_fired_time: 1.4914358854, propagate_forward_time: 59.7950553894, propagate_backward_time: 93.1380691528, weight_update_time: 0.2235816717, other_time: 3.5177841187
epoch time: 13.1821451187s, input_fired_time: 0.1946498156, output_fired_time: 0.0000000000, propagate_forward_time: 12.3434982300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6439971924
validation[          , genome  6867] predictions:    9725/  10000 (97.25%), best:    9768/10000 (97.68%), error:       933.61206, best error:       793.65521 on epoch:    40, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 162.7178344727s, input_fired_time: 1.5494449139, output_fired_time: 1.5171027184, propagate_forward_time: 60.8581008911, propagate_backward_time: 95.2939224243, weight_update_time: 0.2263233513, other_time: 3.4992675781
epoch time: 13.0962724686s, input_fired_time: 0.1932358295, output_fired_time: 0.0000000000, propagate_forward_time: 12.2666530609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6363840103
validation[          , genome  6867] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       870.13232, best error:       793.65521 on epoch:    40, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 162.2093658447s, input_fired_time: 1.5244766474, output_fired_time: 1.5107142925, propagate_forward_time: 60.6250686646, propagate_backward_time: 94.9811706543, weight_update_time: 0.2274225056, other_time: 3.5679397583
epoch time: 12.5928936005s, input_fired_time: 0.1899265945, output_fired_time: 0.0000000000, propagate_forward_time: 11.7575464249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6454210281
validation[          , genome  6867] predictions:    9734/  10000 (97.34%), best:    9768/10000 (97.68%), error:       899.98438, best error:       793.65521 on epoch:    40, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 159.8739013672s, input_fired_time: 1.5158399343, output_fired_time: 1.4830877781, propagate_forward_time: 59.9746055603, propagate_backward_time: 93.3800735474, weight_update_time: 0.2248104811, other_time: 3.5202865601
epoch time: 13.1194982529s, input_fired_time: 0.1944592446, output_fired_time: 0.0000000000, propagate_forward_time: 12.2833042145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417350769
validation[          , genome  6867] predictions:    9747/  10000 (97.47%), best:    9768/10000 (97.68%), error:       895.77112, best error:       793.65521 on epoch:    40, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 161.8648529053s, input_fired_time: 1.5291343927, output_fired_time: 1.5116797686, propagate_forward_time: 60.7539596558, propagate_backward_time: 94.5138549805, weight_update_time: 0.2279091626, other_time: 3.5562362671
epoch time: 12.9179420471s, input_fired_time: 0.1944926381, output_fired_time: 0.0000000000, propagate_forward_time: 12.0449399948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6785097122
validation[          , genome  6867] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       914.45917, best error:       793.65521 on epoch:    40, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 157.2818450928s, input_fired_time: 1.5024620295, output_fired_time: 1.4803496599, propagate_forward_time: 58.9635810852, propagate_backward_time: 91.8365478516, weight_update_time: 0.2204914987, other_time: 3.4989166260
epoch time: 12.9204540253s, input_fired_time: 0.1964137107, output_fired_time: 0.0000000000, propagate_forward_time: 12.0791254044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6449146271
validation[          , genome  6867] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       847.70807, best error:       793.65521 on epoch:    40, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 159.6986999512s, input_fired_time: 1.5169625282, output_fired_time: 1.4889382124, propagate_forward_time: 59.7673797607, propagate_backward_time: 93.3784103394, weight_update_time: 0.2248785496, other_time: 3.5470046997
epoch time: 13.0010213852s, input_fired_time: 0.1953737289, output_fired_time: 0.0000000000, propagate_forward_time: 12.1570348740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6486129761
validation[          , genome  6867] predictions:    9730/  10000 (97.30%), best:    9768/10000 (97.68%), error:       885.89374, best error:       793.65521 on epoch:    40, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 161.1477966309s, input_fired_time: 1.5279592276, output_fired_time: 1.5008199215, propagate_forward_time: 60.3932151794, propagate_backward_time: 94.2077484131, weight_update_time: 0.2247868776, other_time: 3.5180511475
epoch time: 12.5122127533s, input_fired_time: 0.1925862283, output_fired_time: 0.0000000000, propagate_forward_time: 11.5648498535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7547769547
validation[          , genome  6867] predictions:    9741/  10000 (97.41%), best:    9768/10000 (97.68%), error:       849.68604, best error:       793.65521 on epoch:    40, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 160.9257049561s, input_fired_time: 1.5223826170, output_fired_time: 1.4946252108, propagate_forward_time: 60.2239685059, propagate_backward_time: 94.1838150024, weight_update_time: 0.2259857506, other_time: 3.5009078979
epoch time: 12.0674839020s, input_fired_time: 0.1840328425, output_fired_time: 0.0000000000, propagate_forward_time: 11.2562112808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6272401810
validation[          , genome  6867] predictions:    9715/  10000 (97.15%), best:    9768/10000 (97.68%), error:       979.98657, best error:       793.65521 on epoch:    40, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 160.3071594238s, input_fired_time: 1.5203232765, output_fired_time: 1.5046027899, propagate_forward_time: 60.0706214905, propagate_backward_time: 93.7218933105, weight_update_time: 0.2246377766, other_time: 3.4897155762
epoch time: 12.3095426559s, input_fired_time: 0.1889417470, output_fired_time: 0.0000000000, propagate_forward_time: 11.4545536041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6660470963
validation[          , genome  6867] predictions:    9699/  10000 (96.99%), best:    9768/10000 (97.68%), error:      1042.67017, best error:       793.65521 on epoch:    40, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 153.8640899658s, input_fired_time: 1.4801648855, output_fired_time: 1.4308867455, propagate_forward_time: 57.1862602234, propagate_backward_time: 90.3529663086, weight_update_time: 0.2176461071, other_time: 3.4138031006
epoch time: 12.8872566223s, input_fired_time: 0.1933399439, output_fired_time: 0.0000000000, propagate_forward_time: 12.0393877029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6545286179
validation[          , genome  6867] predictions:    9727/  10000 (97.27%), best:    9768/10000 (97.68%), error:       912.17737, best error:       793.65521 on epoch:    40, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 160.8141784668s, input_fired_time: 1.5202656984, output_fired_time: 1.4897270203, propagate_forward_time: 60.1672859192, propagate_backward_time: 94.1395339966, weight_update_time: 0.2254466265, other_time: 3.4973678589
epoch time: 13.0136203766s, input_fired_time: 0.1929290742, output_fired_time: 0.0000000000, propagate_forward_time: 12.1751594543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6455316544
validation[          , genome  6867] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       855.30023, best error:       793.65521 on epoch:    40, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 158.4704589844s, input_fired_time: 1.5092892647, output_fired_time: 1.4774229527, propagate_forward_time: 59.0676651001, propagate_backward_time: 92.8492965698, weight_update_time: 0.2228404582, other_time: 3.5667877197
epoch time: 12.9243907928s, input_fired_time: 0.1914652288, output_fired_time: 0.0000000000, propagate_forward_time: 12.1270303726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058950424
validation[          , genome  6867] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       829.60986, best error:       793.65521 on epoch:    40, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 158.3760375977s, input_fired_time: 1.5100252628, output_fired_time: 1.4700875282, propagate_forward_time: 59.2025413513, propagate_backward_time: 92.6828613281, weight_update_time: 0.2217991054, other_time: 3.5105133057
epoch time: 12.9180030823s, input_fired_time: 0.1925515234, output_fired_time: 0.0000000000, propagate_forward_time: 12.1059265137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195249557
validation[          , genome  6867] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       871.25385, best error:       793.65521 on epoch:    40, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 161.7192840576s, input_fired_time: 1.5319334269, output_fired_time: 1.5144131184, propagate_forward_time: 60.5498771667, propagate_backward_time: 94.5613937378, weight_update_time: 0.2259791046, other_time: 3.5616531372
epoch time: 12.6273612976s, input_fired_time: 0.1910310984, output_fired_time: 0.0000000000, propagate_forward_time: 11.8193569183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169729233
validation[          , genome  6867] predictions:    9725/  10000 (97.25%), best:    9768/10000 (97.68%), error:       920.32111, best error:       793.65521 on epoch:    40, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 156.6848907471s, input_fired_time: 1.4965820313, output_fired_time: 1.4646062851, propagate_forward_time: 58.3876037598, propagate_backward_time: 91.8426513672, weight_update_time: 0.2217420936, other_time: 3.4934539795
epoch time: 12.8805265427s, input_fired_time: 0.1926106811, output_fired_time: 0.0000000000, propagate_forward_time: 12.0762577057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6116580963
validation[          , genome  6867] predictions:    9717/  10000 (97.17%), best:    9768/10000 (97.68%), error:       895.15845, best error:       793.65521 on epoch:    40, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 159.4236907959s, input_fired_time: 1.5240646601, output_fired_time: 1.4970190525, propagate_forward_time: 59.7642211914, propagate_backward_time: 93.0594635010, weight_update_time: 0.2239952832, other_time: 3.5789184570
epoch time: 12.5987710953s, input_fired_time: 0.1927403361, output_fired_time: 0.0000000000, propagate_forward_time: 11.7804546356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255760193
validation[          , genome  6867] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       891.97382, best error:       793.65521 on epoch:    40, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 159.8195953369s, input_fired_time: 1.5283253193, output_fired_time: 1.4850783348, propagate_forward_time: 59.8523216248, propagate_backward_time: 93.3972473145, weight_update_time: 0.2327704430, other_time: 3.5566253662
epoch time: 12.1772918701s, input_fired_time: 0.1885927469, output_fired_time: 0.0000000000, propagate_forward_time: 11.3507308960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6379680634
validation[          , genome  6867] predictions:    9643/  10000 (96.43%), best:    9768/10000 (97.68%), error:      1167.05566, best error:       793.65521 on epoch:    40, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 157.4694213867s, input_fired_time: 1.5030871630, output_fired_time: 1.4750766754, propagate_forward_time: 58.6591796875, propagate_backward_time: 92.2516784668, weight_update_time: 0.2218827158, other_time: 3.5803985596
epoch time: 12.7268285751s, input_fired_time: 0.1909901798, output_fired_time: 0.0000000000, propagate_forward_time: 11.9045314789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6313066483
validation[          , genome  6867] predictions:    9758/  10000 (97.58%), best:    9768/10000 (97.68%), error:       859.50366, best error:       793.65521 on epoch:    40, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 159.0879364014s, input_fired_time: 1.5233848095, output_fired_time: 1.4978083372, propagate_forward_time: 59.5385398865, propagate_backward_time: 93.0084762573, weight_update_time: 0.2237394750, other_time: 3.5197219849
epoch time: 12.9838676453s, input_fired_time: 0.1965285242, output_fired_time: 0.0000000000, propagate_forward_time: 12.1306295395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6567096710
validation[          , genome  6867] predictions:    9737/  10000 (97.37%), best:    9768/10000 (97.68%), error:       887.11591, best error:       793.65521 on epoch:    40, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 159.3338165283s, input_fired_time: 1.5199891329, output_fired_time: 1.4818562269, propagate_forward_time: 59.5337333679, propagate_backward_time: 93.2361602783, weight_update_time: 0.2242673486, other_time: 3.5620727539
epoch time: 12.8583707809s, input_fired_time: 0.1942273080, output_fired_time: 0.0000000000, propagate_forward_time: 12.0479068756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6162366867
validation[          , genome  6867] predictions:    9760/  10000 (97.60%), best:    9768/10000 (97.68%), error:       862.75500, best error:       793.65521 on epoch:    40, 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: 64.3564910889s, input_fired_time: 0.9375985265, output_fired_time: 0.0000000000, propagate_forward_time: 60.1914596558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2274322510
best training[          , genome  6867] predictions:   49394/  50000 (98.79%), best:    9768/10000 (97.68%), error:      2131.72241, best error:       793.65521 on epoch:    40, 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: 12.8181924820s, input_fired_time: 0.1877725869, output_fired_time: 0.0000000000, propagate_forward_time: 11.9816217422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6487979889
   testing[          , genome  6867] predictions:    9785/  10000 (97.85%), best:    9768/10000 (97.68%), error:       701.10388, best error:       793.65521 on epoch:    40, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:56:23 (3064): called boinc_finish(0)

</stderr_txt>
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