Nameexact_genome_1542605141_188_6305_2
Workunit4098598
Created20 Nov 2018, 9:15:50 UTC
Sent20 Nov 2018, 9:56:59 UTC
Report deadline3 Mar 2019, 10:12:22 UTC
Received22 Nov 2018, 10:52:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID84112
Run time1 days 20 hours 38 min 55 sec
CPU time1 days 20 hours 32 min 52 sec
Validate stateValid
Credit25,752.67
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size447.60 MB
Peak swap size4,810.80 MB
Peak disk usage8.36 MB

Stderr output

<core_client_version>7.12.0</core_client_version>
<![CDATA[
<stderr_txt>
 0.7563146949, learning_rate: 0.0006475112, weight_decay: 0.0002860953

epoch time: 2237.3320312500s, input_fired_time: 24.0792160034, output_fired_time: 9.2858705521, propagate_forward_time: 759.2525024414, propagate_backward_time: 1425.8974609375, weight_update_time: 0.6677452326, other_time: 18.8171386719
epoch time: 153.4809875488s, input_fired_time: 1.3670309782, output_fired_time: 0.0000000000, propagate_forward_time: 148.8988952637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2150573730
validation[          , genome  6305] predictions:    5880/  10000 (58.80%), best:    5995/10000 (59.95%), error:     11739.03418, best error:     11414.30859 on epoch:    12, epoch:   15/100, mu: 0.7679751515, learning_rate: 0.0006082447, weight_decay: 0.0002723444

epoch time: 2206.1867675781s, input_fired_time: 23.9826488495, output_fired_time: 9.1657505035, propagate_forward_time: 748.8984375000, propagate_backward_time: 1405.4024658203, weight_update_time: 0.6675345302, other_time: 18.7374267578
epoch time: 157.5296478271s, input_fired_time: 1.3981720209, output_fired_time: 0.0000000000, propagate_forward_time: 152.8925323486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2389373779
validation[          , genome  6305] predictions:    6148/  10000 (61.48%), best:    6148/10000 (61.48%), error:     11110.51855, best error:     11110.51855 on epoch:    16, epoch:   16/100, mu: 0.7790538073, learning_rate: 0.0005713595, weight_decay: 0.0002592546

epoch time: 2254.1115722656s, input_fired_time: 24.2442932129, output_fired_time: 9.3467979431, propagate_forward_time: 765.0642700195, propagate_backward_time: 1436.6217041016, weight_update_time: 0.6849328876, other_time: 18.8345947266
epoch time: 157.6591033936s, input_fired_time: 1.4026458263, output_fired_time: 0.0000000000, propagate_forward_time: 153.0214385986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2350158691
validation[          , genome  6305] predictions:    6060/  10000 (60.60%), best:    6148/10000 (61.48%), error:     11334.96094, best error:     11110.51855 on epoch:    16, epoch:   17/100, mu: 0.7895796299, learning_rate: 0.0005367110, weight_decay: 0.0002467938

epoch time: 2251.2595214844s, input_fired_time: 24.1723632812, output_fired_time: 9.3435764313, propagate_forward_time: 763.8323974609, propagate_backward_time: 1435.0595703125, weight_update_time: 0.6925644279, other_time: 18.8516845703
epoch time: 158.0043487549s, input_fired_time: 1.4061307907, output_fired_time: 0.0000000000, propagate_forward_time: 153.3598785400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2383422852
validation[          , genome  6305] predictions:    6119/  10000 (61.19%), best:    6148/10000 (61.48%), error:     11233.65918, best error:     11110.51855 on epoch:    16, epoch:   18/100, mu: 0.7995802760, learning_rate: 0.0005041637, weight_decay: 0.0002349320

epoch time: 2252.9858398438s, input_fired_time: 24.2573299408, output_fired_time: 9.3772354126, propagate_forward_time: 764.0010986328, propagate_backward_time: 1436.5277099609, weight_update_time: 0.7016516328, other_time: 18.8225097656
epoch time: 158.0723419189s, input_fired_time: 1.4137415886, output_fired_time: 0.0000000000, propagate_forward_time: 153.4358367920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2227630615
validation[          , genome  6305] predictions:    6144/  10000 (61.44%), best:    6148/10000 (61.48%), error:     11189.82227, best error:     11110.51855 on epoch:    16, epoch:   19/100, mu: 0.8090818524, learning_rate: 0.0004735901, weight_decay: 0.0002236403

epoch time: 2253.3654785156s, input_fired_time: 24.2155838013, output_fired_time: 9.3414115906, propagate_forward_time: 763.9741821289, propagate_backward_time: 1436.9368896484, weight_update_time: 0.7167876363, other_time: 18.8975830078
epoch time: 157.8475341797s, input_fired_time: 1.4100898504, output_fired_time: 0.0000000000, propagate_forward_time: 153.1988372803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2386016846
validation[          , genome  6305] predictions:    6129/  10000 (61.29%), best:    6148/10000 (61.48%), error:     11180.46680, best error:     11110.51855 on epoch:    16, epoch:   20/100, mu: 0.8181093335, learning_rate: 0.0004448706, weight_decay: 0.0002128913

epoch time: 2209.6633300781s, input_fired_time: 24.0348205566, output_fired_time: 9.1885204315, propagate_forward_time: 749.6157226562, propagate_backward_time: 1407.9840087891, weight_update_time: 0.7210099101, other_time: 18.8402099609
epoch time: 151.9229736328s, input_fired_time: 1.3835710287, output_fired_time: 0.0000000000, propagate_forward_time: 147.3135375977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2258605957
validation[          , genome  6305] predictions:    6221/  10000 (62.21%), best:    6221/10000 (62.21%), error:     10889.72266, best error:     10889.72266 on epoch:    21, epoch:   21/100, mu: 0.8266863823, learning_rate: 0.0004178926, weight_decay: 0.0002026590

epoch time: 2112.8242187500s, input_fired_time: 23.6191463470, output_fired_time: 8.8346490860, propagate_forward_time: 717.1234130859, propagate_backward_time: 1344.5135498047, weight_update_time: 0.7149708271, other_time: 18.7333984375
epoch time: 147.4992065430s, input_fired_time: 1.3562436104, output_fired_time: 0.0000000000, propagate_forward_time: 142.9270477295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2159118652
validation[          , genome  6305] predictions:    6119/  10000 (61.19%), best:    6221/10000 (62.21%), error:     11155.34277, best error:     10889.72266 on epoch:    21, epoch:   22/100, mu: 0.8348354101, learning_rate: 0.0003925507, weight_decay: 0.0001929184

epoch time: 2090.6083984375s, input_fired_time: 23.5477256775, output_fired_time: 8.7286767960, propagate_forward_time: 709.8275146484, propagate_backward_time: 1329.7603759766, weight_update_time: 0.7340326309, other_time: 18.7441406250
epoch time: 146.5639495850s, input_fired_time: 1.3545247316, output_fired_time: 0.0000000000, propagate_forward_time: 141.9870605469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2223663330
validation[          , genome  6305] predictions:    6168/  10000 (61.68%), best:    6221/10000 (62.21%), error:     11047.70410, best error:     10889.72266 on epoch:    21, epoch:   23/100, mu: 0.8425778747, learning_rate: 0.0003687456, weight_decay: 0.0001836461

epoch time: 1998.6938476562s, input_fired_time: 23.1657295227, output_fired_time: 8.4287281036, propagate_forward_time: 679.3354492188, propagate_backward_time: 1269.0300292969, weight_update_time: 0.7292987704, other_time: 18.7338867188
epoch time: 128.8479003906s, input_fired_time: 1.2702198029, output_fired_time: 0.0000000000, propagate_forward_time: 124.3531341553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2245483398
validation[          , genome  6305] predictions:    6045/  10000 (60.45%), best:    6221/10000 (62.21%), error:     11259.93066, best error:     10889.72266 on epoch:    21, epoch:   24/100, mu: 0.8499339819, learning_rate: 0.0003463840, weight_decay: 0.0001748193

epoch time: 1836.4687500000s, input_fired_time: 22.4440917969, output_fired_time: 7.8244366646, propagate_forward_time: 620.0393066406, propagate_backward_time: 1167.4069824219, weight_update_time: 0.7028393149, other_time: 18.7539062500
epoch time: 129.2072601318s, input_fired_time: 1.2710636854, output_fired_time: 0.0000000000, propagate_forward_time: 124.7011871338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2350082397
validation[          , genome  6305] predictions:    6108/  10000 (61.08%), best:    6221/10000 (62.21%), error:     11229.67090, best error:     10889.72266 on epoch:    21, epoch:   25/100, mu: 0.8569230437, learning_rate: 0.0003253786, weight_decay: 0.0001664169

epoch time: 1759.6735839844s, input_fired_time: 22.1284465790, output_fired_time: 7.5267996788, propagate_forward_time: 597.5747680664, propagate_backward_time: 1113.7379150391, weight_update_time: 0.7133574486, other_time: 18.7056884766
epoch time: 123.7695236206s, input_fired_time: 1.2516952753, output_fired_time: 0.0000000000, propagate_forward_time: 119.2598266602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2580032349
validation[          , genome  6305] predictions:    6152/  10000 (61.52%), best:    6221/10000 (62.21%), error:     11056.19141, best error:     10889.72266 on epoch:    21, epoch:   26/100, mu: 0.8635633588, learning_rate: 0.0003056469, weight_decay: 0.0001584183

epoch time: 1747.5744628906s, input_fired_time: 22.1017513275, output_fired_time: 7.4506464005, propagate_forward_time: 593.5358886719, propagate_backward_time: 1105.6979980469, weight_update_time: 0.7368086576, other_time: 18.7880859375
epoch time: 122.8078613281s, input_fired_time: 1.2326413393, output_fired_time: 0.0000000000, propagate_forward_time: 118.2978134155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2774047852
validation[          , genome  6305] predictions:    6182/  10000 (61.82%), best:    6221/10000 (62.21%), error:     11037.79102, best error:     10889.72266 on epoch:    21, epoch:   27/100, mu: 0.8698723316, learning_rate: 0.0002871118, weight_decay: 0.0001508041

epoch time: 1645.4874267578s, input_fired_time: 21.6541824341, output_fired_time: 7.0502748489, propagate_forward_time: 558.0880126953, propagate_backward_time: 1039.8901367188, weight_update_time: 0.7202585340, other_time: 18.8048095703
epoch time: 112.2628402710s, input_fired_time: 1.1840107441, output_fired_time: 0.0000000000, propagate_forward_time: 107.8058090210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2730178833
validation[          , genome  6305] predictions:    6297/  10000 (62.97%), best:    6297/10000 (62.97%), error:     10825.94336, best error:     10825.94336 on epoch:    28, epoch:   28/100, mu: 0.8758664727, learning_rate: 0.0002697007, weight_decay: 0.0001435559

epoch time: 1573.7932128906s, input_fired_time: 21.3408393860, output_fired_time: 6.7922453880, propagate_forward_time: 534.4196166992, propagate_backward_time: 992.4430541992, weight_update_time: 0.7419158816, other_time: 18.7974853516
epoch time: 110.5609893799s, input_fired_time: 1.1863322258, output_fired_time: 0.0000000000, propagate_forward_time: 106.0772857666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2973709106
validation[          , genome  6305] predictions:    6098/  10000 (60.98%), best:    6297/10000 (62.97%), error:     11218.76758, best error:     10825.94336 on epoch:    28, epoch:   29/100, mu: 0.8815615177, learning_rate: 0.0002533455, weight_decay: 0.0001366561

epoch time: 1531.7309570312s, input_fired_time: 21.1107807159, output_fired_time: 6.6604547501, propagate_forward_time: 517.1318969727, propagate_backward_time: 967.9511718750, weight_update_time: 0.7541082501, other_time: 18.8766479492
epoch time: 104.6404418945s, input_fired_time: 1.1572605371, output_fired_time: 0.0000000000, propagate_forward_time: 100.2111816406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2720031738
validation[          , genome  6305] predictions:    6265/  10000 (62.65%), best:    6265/10000 (62.65%), error:     10787.28320, best error:     10787.28320 on epoch:    30, epoch:   30/100, mu: 0.8869724274, learning_rate: 0.0002379821, weight_decay: 0.0001300879

epoch time: 1480.7020263672s, input_fired_time: 20.9338092804, output_fired_time: 6.4465498924, propagate_forward_time: 500.9500732422, propagate_backward_time: 933.4636840820, weight_update_time: 0.7673022747, other_time: 18.9078979492
epoch time: 104.0910797119s, input_fired_time: 1.1487379074, output_fired_time: 0.0000000000, propagate_forward_time: 99.6505508423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2917938232
validation[          , genome  6305] predictions:    6214/  10000 (62.14%), best:    6265/10000 (62.65%), error:     11002.52539, best error:     10787.28320 on epoch:    30, epoch:   31/100, mu: 0.8921133280, learning_rate: 0.0002235503, weight_decay: 0.0001238354

epoch time: 1484.3431396484s, input_fired_time: 20.9032001495, output_fired_time: 6.5142126083, propagate_forward_time: 500.0359497070, propagate_backward_time: 937.9655761719, weight_update_time: 0.7876399159, other_time: 18.9242553711
epoch time: 105.8512115479s, input_fired_time: 1.1584713459, output_fired_time: 0.0000000000, propagate_forward_time: 101.4095382690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2832031250
validation[          , genome  6305] predictions:    6165/  10000 (61.65%), best:    6265/10000 (62.65%), error:     11057.66602, best error:     10787.28320 on epoch:    30, epoch:   32/100, mu: 0.8969976902, learning_rate: 0.0002099937, weight_decay: 0.0001178834

epoch time: 1482.3684082031s, input_fired_time: 20.9335880280, output_fired_time: 6.3885831833, propagate_forward_time: 500.5341491699, propagate_backward_time: 935.5390625000, weight_update_time: 0.8362143040, other_time: 18.9730224609
epoch time: 104.1676025391s, input_fired_time: 1.1549921036, output_fired_time: 0.0000000000, propagate_forward_time: 99.7398834229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2727279663
validation[          , genome  6305] predictions:    6303/  10000 (63.03%), best:    6303/10000 (63.03%), error:     10703.92578, best error:     10703.92578 on epoch:    33, epoch:   33/100, mu: 0.9016383290, learning_rate: 0.0001972592, weight_decay: 0.0001122175

epoch time: 1478.9560546875s, input_fired_time: 20.9347343445, output_fired_time: 6.4114875793, propagate_forward_time: 500.0822448730, propagate_backward_time: 932.5733032227, weight_update_time: 0.8580412269, other_time: 18.9542846680
epoch time: 104.6347808838s, input_fired_time: 1.1623457670, output_fired_time: 0.0000000000, propagate_forward_time: 100.1580276489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3144073486
validation[          , genome  6305] predictions:    6230/  10000 (62.30%), best:    6303/10000 (63.03%), error:     10780.32324, best error:     10703.92578 on epoch:    33, epoch:   34/100, mu: 0.9060474038, learning_rate: 0.0001852970, weight_decay: 0.0001068239

epoch time: 1486.2202148438s, input_fired_time: 20.9898567200, output_fired_time: 6.4535541534, propagate_forward_time: 502.4081115723, propagate_backward_time: 937.3264160156, weight_update_time: 0.8929390907, other_time: 19.0422363281
epoch time: 103.5933761597s, input_fired_time: 1.1552416086, output_fired_time: 0.0000000000, propagate_forward_time: 99.1726379395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2654953003
validation[          , genome  6305] predictions:    6293/  10000 (62.93%), best:    6303/10000 (63.03%), error:     10850.57324, best error:     10703.92578 on epoch:    33, epoch:   35/100, mu: 0.9102364779, learning_rate: 0.0001740602, weight_decay: 0.0001016895

epoch time: 1488.6319580078s, input_fired_time: 20.9691658020, output_fired_time: 6.4979062080, propagate_forward_time: 501.4837646484, propagate_backward_time: 940.6754760742, weight_update_time: 0.9246025681, other_time: 19.0056762695
epoch time: 104.9638977051s, input_fired_time: 1.1634361744, output_fired_time: 0.0000000000, propagate_forward_time: 100.5469970703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2534637451
validation[          , genome  6305] predictions:    6245/  10000 (62.45%), best:    6303/10000 (63.03%), error:     10895.49414, best error:     10703.92578 on epoch:    33, epoch:   36/100, mu: 0.9142165184, learning_rate: 0.0001635048, weight_decay: 0.0000968020

epoch time: 1398.5023193359s, input_fired_time: 20.5645065308, output_fired_time: 6.0853567123, propagate_forward_time: 470.7059936523, propagate_backward_time: 882.0773315430, weight_update_time: 0.9189837575, other_time: 19.0692138672
epoch time: 98.8115692139s, input_fired_time: 1.1333318949, output_fired_time: 0.0000000000, propagate_forward_time: 94.4091110229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2691268921
validation[          , genome  6305] predictions:    6219/  10000 (62.19%), best:    6303/10000 (63.03%), error:     10783.93359, best error:     10703.92578 on epoch:    33, epoch:   37/100, mu: 0.9179979563, learning_rate: 0.0001535895, weight_decay: 0.0000921493

epoch time: 1390.8188476562s, input_fired_time: 20.5801029205, output_fired_time: 6.0940303802, propagate_forward_time: 469.8665771484, propagate_backward_time: 875.1757812500, weight_update_time: 0.9429165125, other_time: 19.1024169922
epoch time: 98.8883132935s, input_fired_time: 1.1409742832, output_fired_time: 0.0000000000, propagate_forward_time: 94.4589309692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2884063721
validation[          , genome  6305] predictions:    6302/  10000 (63.02%), best:    6302/10000 (63.02%), error:     10636.48145, best error:     10636.48145 on epoch:    38, epoch:   38/100, mu: 0.9215907454, learning_rate: 0.0001442755, weight_decay: 0.0000877203

epoch time: 1393.5882568359s, input_fired_time: 20.6074829102, output_fired_time: 6.1402816772, propagate_forward_time: 472.0278625488, propagate_backward_time: 875.6869506836, weight_update_time: 0.9642127156, other_time: 19.1256713867
epoch time: 98.2176437378s, input_fired_time: 1.1369715929, output_fired_time: 0.0000000000, propagate_forward_time: 93.8132781982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2673950195
validation[          , genome  6305] predictions:    6200/  10000 (62.00%), best:    6302/10000 (63.02%), error:     10864.56934, best error:     10636.48145 on epoch:    38, epoch:   39/100, mu: 0.9250042439, learning_rate: 0.0001355264, weight_decay: 0.0000835041

epoch time: 1393.1403808594s, input_fired_time: 20.5937137604, output_fired_time: 6.0693106651, propagate_forward_time: 471.7122497559, propagate_backward_time: 875.6629028320, weight_update_time: 0.9870781302, other_time: 19.1021118164
epoch time: 97.8464279175s, input_fired_time: 1.1396909952, output_fired_time: 0.0000000000, propagate_forward_time: 93.4111099243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2956237793
validation[          , genome  6305] predictions:    6328/  10000 (63.28%), best:    6328/10000 (63.28%), error:     10601.74023, best error:     10601.74023 on epoch:    40, epoch:   40/100, mu: 0.9282473922, learning_rate: 0.0001273077, weight_decay: 0.0000794906

epoch time: 1397.3420410156s, input_fired_time: 20.6278514862, output_fired_time: 6.1228857040, propagate_forward_time: 472.2627868652, propagate_backward_time: 879.1568603516, weight_update_time: 0.9993099570, other_time: 19.1716308594
epoch time: 98.4344177246s, input_fired_time: 1.1480056047, output_fired_time: 0.0000000000, propagate_forward_time: 93.9912338257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2951812744
validation[          , genome  6305] predictions:    6349/  10000 (63.49%), best:    6349/10000 (63.49%), error:     10592.11328, best error:     10592.11328 on epoch:    41, epoch:   41/100, mu: 0.9313287139, learning_rate: 0.0001195875, weight_decay: 0.0000756700

epoch time: 1396.2377929688s, input_fired_time: 20.6288928986, output_fired_time: 6.1090245247, propagate_forward_time: 472.2185058594, propagate_backward_time: 878.2016601562, weight_update_time: 1.0216962099, other_time: 19.0797119141
epoch time: 99.8870697021s, input_fired_time: 1.1450237036, output_fired_time: 0.0000000000, propagate_forward_time: 95.4557418823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2863006592
validation[          , genome  6305] predictions:    6307/  10000 (63.07%), best:    6349/10000 (63.49%), error:     10735.24414, best error:     10592.11328 on epoch:    41, epoch:   42/100, mu: 0.9342563152, learning_rate: 0.0001123355, weight_decay: 0.0000720330

epoch time: 1343.3698730469s, input_fired_time: 20.3776836395, output_fired_time: 5.9088234901, propagate_forward_time: 453.6470031738, propagate_backward_time: 844.2731323242, weight_update_time: 1.0008572340, other_time: 19.1632690430
epoch time: 93.5199584961s, input_fired_time: 1.1176667213, output_fired_time: 0.0000000000, propagate_forward_time: 89.1247329712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2775573730
validation[          , genome  6305] predictions:    6336/  10000 (63.36%), best:    6336/10000 (63.36%), error:     10549.91504, best error:     10549.91504 on epoch:    43, epoch:   43/100, mu: 0.9370378256, learning_rate: 0.0001055232, weight_decay: 0.0000685708

epoch time: 1304.5648193359s, input_fired_time: 20.1860103607, output_fired_time: 5.7484378815, propagate_forward_time: 440.3962097168, propagate_backward_time: 819.0486450195, weight_update_time: 0.9931975603, other_time: 19.1854858398
epoch time: 94.2956771851s, input_fired_time: 1.1256046295, output_fired_time: 0.0000000000, propagate_forward_time: 89.8711929321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2988815308
validation[          , genome  6305] predictions:    6372/  10000 (63.72%), best:    6372/10000 (63.72%), error:     10547.85352, best error:     10547.85352 on epoch:    44, epoch:   44/100, mu: 0.9396805167, learning_rate: 0.0000991240, weight_decay: 0.0000652751

epoch time: 1304.9215087891s, input_fired_time: 20.2333583832, output_fired_time: 5.7504730225, propagate_forward_time: 440.7098693848, propagate_backward_time: 819.0214843750, weight_update_time: 1.0006103516, other_time: 19.2062988281
epoch time: 92.5156250000s, input_fired_time: 1.1207625866, output_fired_time: 0.0000000000, propagate_forward_time: 88.1044616699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2903976440
validation[          , genome  6305] predictions:    6284/  10000 (62.84%), best:    6372/10000 (63.72%), error:     10672.21680, best error:     10547.85352 on epoch:    44, epoch:   45/100, mu: 0.9421913624, learning_rate: 0.0000931129, weight_decay: 0.0000621377

epoch time: 1264.6868896484s, input_fired_time: 20.0202922821, output_fired_time: 5.5994091034, propagate_forward_time: 425.8750915527, propagate_backward_time: 794.0200195312, weight_update_time: 0.9788562655, other_time: 19.1721191406
epoch time: 86.0195846558s, input_fired_time: 1.0814535618, output_fired_time: 0.0000000000, propagate_forward_time: 81.6380004883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3001327515
validation[          , genome  6305] predictions:    6394/  10000 (63.94%), best:    6394/10000 (63.94%), error:     10412.21973, best error:     10412.21973 on epoch:    46, epoch:   46/100, mu: 0.9445769191, learning_rate: 0.0000874664, weight_decay: 0.0000591511

epoch time: 1217.8919677734s, input_fired_time: 19.7867755890, output_fired_time: 5.4360141754, propagate_forward_time: 409.2452697754, propagate_backward_time: 764.2777099609, weight_update_time: 0.9651758075, other_time: 19.1462402344
epoch time: 86.5636596680s, input_fired_time: 1.0854364634, output_fired_time: 0.0000000000, propagate_forward_time: 82.1747360229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3034896851
validation[          , genome  6305] predictions:    6379/  10000 (63.79%), best:    6394/10000 (63.94%), error:     10533.81250, best error:     10412.21973 on epoch:    46, epoch:   47/100, mu: 0.9468434453, learning_rate: 0.0000821622, weight_decay: 0.0000563081

epoch time: 1214.8468017578s, input_fired_time: 19.7891960144, output_fired_time: 5.4264574051, propagate_forward_time: 408.0365295410, propagate_backward_time: 762.4474487305, weight_update_time: 0.9710624218, other_time: 19.1471557617
epoch time: 86.0527496338s, input_fired_time: 1.0913429260, output_fired_time: 0.0000000000, propagate_forward_time: 81.6640396118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2973709106
validation[          , genome  6305] predictions:    6409/  10000 (64.09%), best:    6409/10000 (64.09%), error:     10390.48145, best error:     10390.48145 on epoch:    48, epoch:   48/100, mu: 0.9489969015, learning_rate: 0.0000771797, weight_decay: 0.0000536017

epoch time: 1216.2604980469s, input_fired_time: 19.8136959076, output_fired_time: 5.4247474670, propagate_forward_time: 409.1534118652, propagate_backward_time: 762.7157592773, weight_update_time: 0.9704765081, other_time: 19.1527709961
epoch time: 86.4732666016s, input_fired_time: 1.0866551399, output_fired_time: 0.0000000000, propagate_forward_time: 82.0864181519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3001937866
validation[          , genome  6305] predictions:    6368/  10000 (63.68%), best:    6409/10000 (64.09%), error:     10406.57520, best error:     10390.48145 on epoch:    48, epoch:   49/100, mu: 0.9510428905, learning_rate: 0.0000724994, weight_decay: 0.0000510254

epoch time: 1218.1806640625s, input_fired_time: 19.8188724518, output_fired_time: 5.4294443130, propagate_forward_time: 409.6607666016, propagate_backward_time: 764.1236572266, weight_update_time: 0.9711118937, other_time: 19.1479492188
epoch time: 86.4271469116s, input_fired_time: 1.0922980309, output_fired_time: 0.0000000000, propagate_forward_time: 82.0357971191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2990493774
validation[          , genome  6305] predictions:    6348/  10000 (63.48%), best:    6409/10000 (64.09%), error:     10470.15527, best error:     10390.48145 on epoch:    48, epoch:   50/100, mu: 0.9529867768, learning_rate: 0.0000681029, weight_decay: 0.0000485730

epoch time: 1217.5949707031s, input_fired_time: 19.8253841400, output_fired_time: 5.4317817688, propagate_forward_time: 409.5343627930, propagate_backward_time: 763.7031250000, weight_update_time: 0.9682424664, other_time: 19.1002807617
epoch time: 86.3006134033s, input_fired_time: 1.0888056755, output_fired_time: 0.0000000000, propagate_forward_time: 81.9068603516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3049468994
validation[          , genome  6305] predictions:    6383/  10000 (63.83%), best:    6409/10000 (64.09%), error:     10485.05566, best error:     10390.48145 on epoch:    48, epoch:   51/100, mu: 0.9548336864, learning_rate: 0.0000639730, weight_decay: 0.0000462384

epoch time: 1187.1121826172s, input_fired_time: 19.4784717560, output_fired_time: 5.2856993675, propagate_forward_time: 399.0075988770, propagate_backward_time: 744.5060424805, weight_update_time: 0.9525854588, other_time: 18.8344116211
epoch time: 82.9841232300s, input_fired_time: 1.0596218109, output_fired_time: 0.0000000000, propagate_forward_time: 78.7299118042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1945877075
validation[          , genome  6305] predictions:    6363/  10000 (63.63%), best:    6409/10000 (64.09%), error:     10431.98633, best error:     10390.48145 on epoch:    48, epoch:   52/100, mu: 0.9565884471, learning_rate: 0.0000600935, weight_decay: 0.0000440160

epoch time: 1154.7058105469s, input_fired_time: 19.0309104919, output_fired_time: 5.0795640945, propagate_forward_time: 388.1264953613, propagate_backward_time: 724.0870361328, weight_update_time: 0.9287930131, other_time: 18.3818359375
epoch time: 82.0716400146s, input_fired_time: 1.0454443693, output_fired_time: 0.0000000000, propagate_forward_time: 77.8680496216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1581497192
validation[          , genome  6305] predictions:    6426/  10000 (64.26%), best:    6426/10000 (64.26%), error:     10280.28125, best error:     10280.28125 on epoch:    53, epoch:   53/100, mu: 0.9582556486, learning_rate: 0.0000564493, weight_decay: 0.0000419004

epoch time: 1155.0655517578s, input_fired_time: 19.0279121399, output_fired_time: 5.0813674927, propagate_forward_time: 388.1443481445, propagate_backward_time: 724.4210815430, weight_update_time: 0.9274409413, other_time: 18.3907470703
epoch time: 82.2186126709s, input_fired_time: 1.0503443480, output_fired_time: 0.0000000000, propagate_forward_time: 78.0026473999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1656188965
validation[          , genome  6305] predictions:    6404/  10000 (64.04%), best:    6426/10000 (64.26%), error:     10416.31738, best error:     10280.28125 on epoch:    53, epoch:   54/100, mu: 0.9598396420, learning_rate: 0.0000530261, weight_decay: 0.0000398865

epoch time: 1154.6955566406s, input_fired_time: 19.0314464569, output_fired_time: 5.0830020905, propagate_forward_time: 387.8166503906, propagate_backward_time: 724.3960571289, weight_update_time: 0.9280768037, other_time: 18.3683471680
epoch time: 83.1407546997s, input_fired_time: 1.0640205145, output_fired_time: 0.0000000000, propagate_forward_time: 78.8849334717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1918029785
validation[          , genome  6305] predictions:    6486/  10000 (64.86%), best:    6486/10000 (64.86%), error:     10183.51074, best error:     10183.51074 on epoch:    55, epoch:   55/100, mu: 0.9613445997, learning_rate: 0.0000498105, weight_decay: 0.0000379694

epoch time: 1154.7506103516s, input_fired_time: 19.0451488495, output_fired_time: 5.0842924118, propagate_forward_time: 387.9271545410, propagate_backward_time: 724.2943725586, weight_update_time: 0.9316747785, other_time: 18.3995971680
epoch time: 81.1854476929s, input_fired_time: 1.0444601774, output_fired_time: 0.0000000000, propagate_forward_time: 77.0281219482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1128692627
validation[          , genome  6305] predictions:    6508/  10000 (65.08%), best:    6508/10000 (65.08%), error:     10147.56152, best error:     10147.56152 on epoch:    56, epoch:   56/100, mu: 0.9627744555, learning_rate: 0.0000467899, weight_decay: 0.0000361445

epoch time: 1140.6403808594s, input_fired_time: 18.8391914368, output_fired_time: 5.0086526871, propagate_forward_time: 383.1693420410, propagate_backward_time: 715.4369506836, weight_update_time: 0.9213362336, other_time: 18.1862182617
epoch time: 81.0771789551s, input_fired_time: 1.0379091501, output_fired_time: 0.0000000000, propagate_forward_time: 76.9078140259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1314544678
validation[          , genome  6305] predictions:    6489/  10000 (64.89%), best:    6508/10000 (65.08%), error:     10225.59473, best error:     10147.56152 on epoch:    56, epoch:   57/100, mu: 0.9641329646, learning_rate: 0.0000439524, weight_decay: 0.0000344072

epoch time: 1140.2897949219s, input_fired_time: 18.8144245148, output_fired_time: 4.9925537109, propagate_forward_time: 382.9173583984, propagate_backward_time: 715.3449096680, weight_update_time: 0.9221498966, other_time: 18.2205200195
epoch time: 81.0889739990s, input_fired_time: 1.0444436073, output_fired_time: 0.0000000000, propagate_forward_time: 76.9222717285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1222610474
validation[          , genome  6305] predictions:    6510/  10000 (65.10%), best:    6510/10000 (65.10%), error:     10100.72949, best error:     10100.72949 on epoch:    58, epoch:   58/100, mu: 0.9654237032, learning_rate: 0.0000412870, weight_decay: 0.0000327535

epoch time: 1138.5548095703s, input_fired_time: 18.8121299744, output_fired_time: 4.9980125427, propagate_forward_time: 382.4013671875, propagate_backward_time: 714.1915893555, weight_update_time: 0.9204354286, other_time: 18.1516723633
epoch time: 80.5443267822s, input_fired_time: 1.0360234976, output_fired_time: 0.0000000000, propagate_forward_time: 76.4245529175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0837478638
validation[          , genome  6305] predictions:    6425/  10000 (64.25%), best:    6510/10000 (65.10%), error:     10383.78125, best error:     10100.72949 on epoch:    58, epoch:   59/100, mu: 0.9666500092, learning_rate: 0.0000387833, weight_decay: 0.0000311792

epoch time: 1133.3000488281s, input_fired_time: 18.7205867767, output_fired_time: 4.9326772690, propagate_forward_time: 380.5499572754, propagate_backward_time: 711.1149291992, weight_update_time: 0.9164693356, other_time: 17.9819946289
epoch time: 80.5196609497s, input_fired_time: 1.0363682508, output_fired_time: 0.0000000000, propagate_forward_time: 76.3891220093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0941696167
validation[          , genome  6305] predictions:    6479/  10000 (64.79%), best:    6510/10000 (65.10%), error:     10156.14062, best error:     10100.72949 on epoch:    58, epoch:   60/100, mu: 0.9678151608, learning_rate: 0.0000364314, weight_decay: 0.0000296807

epoch time: 1133.5035400391s, input_fired_time: 18.7510013580, output_fired_time: 4.9449415207, propagate_forward_time: 380.7149047852, propagate_backward_time: 711.1080932617, weight_update_time: 0.9158821702, other_time: 17.9846191406
epoch time: 80.5632629395s, input_fired_time: 1.0343354940, output_fired_time: 0.0000000000, propagate_forward_time: 76.4300155640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0989151001
validation[          , genome  6305] predictions:    6530/  10000 (65.30%), best:    6530/10000 (65.30%), error:     10039.78223, best error:     10039.78223 on epoch:    61, epoch:   61/100, mu: 0.9689221382, learning_rate: 0.0000342221, weight_decay: 0.0000282541

epoch time: 1132.8566894531s, input_fired_time: 18.7238826752, output_fired_time: 4.9267182350, propagate_forward_time: 380.1480712891, propagate_backward_time: 711.0204467773, weight_update_time: 0.9162497520, other_time: 18.0375366211
epoch time: 80.4697189331s, input_fired_time: 1.0383824110, output_fired_time: 0.0000000000, propagate_forward_time: 76.3504562378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0808792114
validation[          , genome  6305] predictions:    6513/  10000 (65.13%), best:    6530/10000 (65.30%), error:     10074.55957, best error:     10039.78223 on epoch:    61, epoch:   62/100, mu: 0.9699738622, learning_rate: 0.0000321468, weight_decay: 0.0000268961

epoch time: 1132.9119873047s, input_fired_time: 18.7410736084, output_fired_time: 4.9312520027, propagate_forward_time: 380.3827819824, propagate_backward_time: 710.8597412109, weight_update_time: 0.9176721573, other_time: 17.9970703125
epoch time: 80.3979644775s, input_fired_time: 1.0380991697, output_fired_time: 0.0000000000, propagate_forward_time: 76.2820587158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0778045654
validation[          , genome  6305] predictions:    6549/  10000 (65.49%), best:    6549/10000 (65.49%), error:     10016.80762, best error:     10016.80762 on epoch:    63, epoch:   63/100, mu: 0.9709731340, learning_rate: 0.0000301974, weight_decay: 0.0000256034

epoch time: 1133.1989746094s, input_fired_time: 18.7566623688, output_fired_time: 4.9268093109, propagate_forward_time: 380.5596008301, propagate_backward_time: 710.9578857422, weight_update_time: 0.9152377844, other_time: 17.9980468750
epoch time: 80.5018615723s, input_fired_time: 1.0406183004, output_fired_time: 0.0000000000, propagate_forward_time: 76.3503875732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1108551025
validation[          , genome  6305] predictions:    6451/  10000 (64.51%), best:    6549/10000 (65.49%), error:     10290.61719, best error:     10016.80762 on epoch:    63, epoch:   64/100, mu: 0.9719225168, learning_rate: 0.0000283661, weight_decay: 0.0000243728

epoch time: 1132.9956054688s, input_fired_time: 18.7388820648, output_fired_time: 4.9368047714, propagate_forward_time: 380.2146301270, propagate_backward_time: 711.1455688477, weight_update_time: 0.9151046276, other_time: 17.9597778320
epoch time: 80.4504928589s, input_fired_time: 1.0305987597, output_fired_time: 0.0000000000, propagate_forward_time: 76.3420486450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0778427124
validation[          , genome  6305] predictions:    6350/  10000 (63.50%), best:    6549/10000 (65.49%), error:     10612.73145, best error:     10016.80762 on epoch:    63, epoch:   65/100, mu: 0.9728245735, learning_rate: 0.0000266460, weight_decay: 0.0000232013

epoch time: 1133.4282226562s, input_fired_time: 18.7685470581, output_fired_time: 4.9473843575, propagate_forward_time: 380.6139526367, propagate_backward_time: 711.1093139648, weight_update_time: 0.9162198305, other_time: 17.9890136719
epoch time: 80.4921646118s, input_fired_time: 1.0451221466, output_fired_time: 0.0000000000, propagate_forward_time: 76.3584899902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0885543823
validation[          , genome  6305] predictions:    6512/  10000 (65.12%), best:    6549/10000 (65.49%), error:     10137.99805, best error:     10016.80762 on epoch:    63, epoch:   66/100, mu: 0.9736815691, learning_rate: 0.0000250301, weight_decay: 0.0000220862

epoch time: 1133.7528076172s, input_fired_time: 18.7762432098, output_fired_time: 4.9437403679, propagate_forward_time: 380.7052612305, propagate_backward_time: 711.3313598633, weight_update_time: 0.9172539711, other_time: 17.9962158203
epoch time: 80.4519348145s, input_fired_time: 1.0446684361, output_fired_time: 0.0000000000, propagate_forward_time: 76.3262405396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0810241699
validation[          , genome  6305] predictions:    6548/  10000 (65.48%), best:    6549/10000 (65.49%), error:     10040.32227, best error:     10016.80762 on epoch:    63, epoch:   67/100, mu: 0.9744958282, learning_rate: 0.0000235122, weight_decay: 0.0000210246

epoch time: 1133.3261718750s, input_fired_time: 18.7817382812, output_fired_time: 4.9393029213, propagate_forward_time: 380.5618286133, propagate_backward_time: 711.0615234375, weight_update_time: 0.9156299829, other_time: 17.9817504883
epoch time: 80.5491104126s, input_fired_time: 1.0466687679, output_fired_time: 0.0000000000, propagate_forward_time: 76.3997268677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1027145386
validation[          , genome  6305] predictions:    6484/  10000 (64.84%), best:    6549/10000 (65.49%), error:     10153.51953, best error:     10016.80762 on epoch:    63, epoch:   68/100, mu: 0.9752694368, learning_rate: 0.0000220864, weight_decay: 0.0000200141

epoch time: 1133.4572753906s, input_fired_time: 18.7767639160, output_fired_time: 4.9382247925, propagate_forward_time: 380.4097900391, propagate_backward_time: 711.3126220703, weight_update_time: 0.9163532257, other_time: 18.0198974609
epoch time: 80.5745773315s, input_fired_time: 1.0481910706, output_fired_time: 0.0000000000, propagate_forward_time: 76.4375152588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0888671875
validation[          , genome  6305] predictions:    6524/  10000 (65.24%), best:    6549/10000 (65.49%), error:     10030.82910, best error:     10016.80762 on epoch:    63, epoch:   69/100, mu: 0.9760044813, learning_rate: 0.0000207470, weight_decay: 0.0000190522

epoch time: 1133.8234863281s, input_fired_time: 18.7910976410, output_fired_time: 4.9400868416, propagate_forward_time: 380.6517944336, propagate_backward_time: 711.4403686523, weight_update_time: 0.9177027941, other_time: 18.0001220703
epoch time: 80.4647369385s, input_fired_time: 1.0463364124, output_fired_time: 0.0000000000, propagate_forward_time: 76.3082351685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1101684570
validation[          , genome  6305] predictions:    6527/  10000 (65.27%), best:    6549/10000 (65.49%), error:     10080.23047, best error:     10016.80762 on epoch:    63, epoch:   70/100, mu: 0.9767028093, learning_rate: 0.0000194889, weight_decay: 0.0000181365

epoch time: 1133.4041748047s, input_fired_time: 18.7824230194, output_fired_time: 4.9300994873, propagate_forward_time: 380.3006591797, propagate_backward_time: 711.3758544922, weight_update_time: 0.9179331064, other_time: 18.0151367188
epoch time: 80.5330123901s, input_fired_time: 1.0446858406, output_fired_time: 0.0000000000, propagate_forward_time: 76.4000473022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0882797241
validation[          , genome  6305] predictions:    6469/  10000 (64.69%), best:    6549/10000 (65.49%), error:     10201.04785, best error:     10016.80762 on epoch:    63, epoch:   71/100, mu: 0.9773663282, learning_rate: 0.0000183070, weight_decay: 0.0000172647

epoch time: 1133.7847900391s, input_fired_time: 18.8033561707, output_fired_time: 4.9377846718, propagate_forward_time: 380.6690063477, propagate_backward_time: 711.3922119141, weight_update_time: 0.9175273776, other_time: 17.9824829102
epoch time: 80.4589691162s, input_fired_time: 1.0480571985, output_fired_time: 0.0000000000, propagate_forward_time: 76.3136215210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0972900391
validation[          , genome  6305] predictions:    6570/  10000 (65.70%), best:    6570/10000 (65.70%), error:      9955.37500, best error:      9955.37500 on epoch:    72, epoch:   72/100, mu: 0.9779967070, learning_rate: 0.0000171968, weight_decay: 0.0000164349

epoch time: 1133.7188720703s, input_fired_time: 18.8058280945, output_fired_time: 4.9473810196, propagate_forward_time: 380.6422119141, propagate_backward_time: 711.2738037109, weight_update_time: 0.9174929857, other_time: 18.0496826172
epoch time: 80.5024642944s, input_fired_time: 1.0470743179, output_fired_time: 0.0000000000, propagate_forward_time: 76.3497848511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1056060791
validation[          , genome  6305] predictions:    6548/  10000 (65.48%), best:    6570/10000 (65.70%), error:      9963.64355, best error:      9955.37500 on epoch:    72, epoch:   73/100, mu: 0.9785956740, learning_rate: 0.0000161540, weight_decay: 0.0000156450

epoch time: 1133.5196533203s, input_fired_time: 18.7946681976, output_fired_time: 4.9375953674, propagate_forward_time: 380.3955383301, propagate_backward_time: 711.4283447266, weight_update_time: 0.9173482656, other_time: 17.9635009766
epoch time: 80.4577331543s, input_fired_time: 1.0483775139, output_fired_time: 0.0000000000, propagate_forward_time: 76.3316345215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0777206421
validation[          , genome  6305] predictions:    6549/  10000 (65.49%), best:    6570/10000 (65.70%), error:      9971.50293, best error:      9955.37500 on epoch:    72, epoch:   74/100, mu: 0.9791647196, learning_rate: 0.0000151744, weight_decay: 0.0000148931

epoch time: 1133.1846923828s, input_fired_time: 18.7905826569, output_fired_time: 4.9266614914, propagate_forward_time: 380.2905273438, propagate_backward_time: 711.1841430664, weight_update_time: 0.9170265794, other_time: 17.9928588867
epoch time: 80.5265731812s, input_fired_time: 1.0443769693, output_fired_time: 0.0000000000, propagate_forward_time: 76.3824691772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0997238159
validation[          , genome  6305] predictions:    6522/  10000 (65.22%), best:    6570/10000 (65.70%), error:     10080.59766, best error:      9955.37500 on epoch:    72, epoch:   75/100, mu: 0.9797053933, learning_rate: 0.0000142542, weight_decay: 0.0000141772

epoch time: 1133.8094482422s, input_fired_time: 18.8089485168, output_fired_time: 4.9331274033, propagate_forward_time: 380.6372680664, propagate_backward_time: 711.4056396484, weight_update_time: 0.9182243943, other_time: 18.0244750977
epoch time: 80.5002517700s, input_fired_time: 1.0543861389, output_fired_time: 0.0000000000, propagate_forward_time: 76.3596267700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0862350464
validation[          , genome  6305] predictions:    6571/  10000 (65.71%), best:    6570/10000 (65.70%), error:     10006.79102, best error:      9955.37500 on epoch:    72, epoch:   76/100, mu: 0.9802190661, learning_rate: 0.0000133898, weight_decay: 0.0000134958

epoch time: 1133.7397460938s, input_fired_time: 18.8219604492, output_fired_time: 4.9404287338, propagate_forward_time: 380.5943298340, propagate_backward_time: 711.4021606445, weight_update_time: 0.9173016548, other_time: 17.9807739258
epoch time: 80.5397644043s, input_fired_time: 1.0518896580, output_fired_time: 0.0000000000, propagate_forward_time: 76.3962860107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0915908813
validation[          , genome  6305] predictions:    6558/  10000 (65.58%), best:    6570/10000 (65.70%), error:      9987.76465, best error:      9955.37500 on epoch:    72, epoch:   77/100, mu: 0.9807071090, learning_rate: 0.0000125778, weight_decay: 0.0000128472

epoch time: 1133.3085937500s, input_fired_time: 18.8147335052, output_fired_time: 4.9425168037, propagate_forward_time: 380.2439880371, propagate_backward_time: 711.2888183594, weight_update_time: 0.9161498547, other_time: 18.0185546875
epoch time: 80.6097793579s, input_fired_time: 1.0587409735, output_fired_time: 0.0000000000, propagate_forward_time: 76.4518356323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0992050171
validation[          , genome  6305] predictions:    6606/  10000 (66.06%), best:    6606/10000 (66.06%), error:      9879.09961, best error:      9879.09961 on epoch:    78, epoch:   78/100, mu: 0.9811708331, learning_rate: 0.0000118150, weight_decay: 0.0000122297

epoch time: 1134.7960205078s, input_fired_time: 18.8301391602, output_fired_time: 4.9453926086, propagate_forward_time: 380.8097839355, propagate_backward_time: 712.2215576172, weight_update_time: 0.9163769484, other_time: 17.9890136719
epoch time: 80.5640182495s, input_fired_time: 1.0582963228, output_fired_time: 0.0000000000, propagate_forward_time: 76.4211654663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0845565796
validation[          , genome  6305] predictions:    6602/  10000 (66.02%), best:    6606/10000 (66.06%), error:      9894.24219, best error:      9879.09961 on epoch:    78, epoch:   79/100, mu: 0.9816113710, learning_rate: 0.0000110985, weight_decay: 0.0000116419

epoch time: 1131.7965087891s, input_fired_time: 18.7789859772, output_fired_time: 4.9194302559, propagate_forward_time: 379.6942443848, propagate_backward_time: 710.4183959961, weight_update_time: 0.9155852199, other_time: 17.9855346680
epoch time: 80.1239013672s, input_fired_time: 1.0508682728, output_fired_time: 0.0000000000, propagate_forward_time: 75.9903640747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0826721191
validation[          , genome  6305] predictions:    6651/  10000 (66.51%), best:    6651/10000 (66.51%), error:      9863.06934, best error:      9863.06934 on epoch:    80, epoch:   80/100, mu: 0.9820299745, learning_rate: 0.0000104255, weight_decay: 0.0000110823

epoch time: 1126.2929687500s, input_fired_time: 18.7102928162, output_fired_time: 4.8787760735, propagate_forward_time: 377.9493713379, propagate_backward_time: 706.9426269531, weight_update_time: 0.9119907618, other_time: 17.8118896484
epoch time: 80.0778579712s, input_fired_time: 1.0492749214, output_fired_time: 0.0000000000, propagate_forward_time: 75.9519958496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0765838623
validation[          , genome  6305] predictions:    6497/  10000 (64.97%), best:    6651/10000 (66.51%), error:     10143.65137, best error:      9863.06934 on epoch:    80, epoch:   81/100, mu: 0.9824276567, learning_rate: 0.0000097933, weight_decay: 0.0000105497

epoch time: 1125.8408203125s, input_fired_time: 18.6995296478, output_fired_time: 4.8756794930, propagate_forward_time: 377.6860046387, propagate_backward_time: 706.7622070312, weight_update_time: 0.9119971991, other_time: 17.8172607422
epoch time: 79.4636917114s, input_fired_time: 1.0439755917, output_fired_time: 0.0000000000, propagate_forward_time: 75.4067153931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0130004883
validation[          , genome  6305] predictions:    6600/  10000 (66.00%), best:    6600/10000 (66.00%), error:      9857.45117, best error:      9857.45117 on epoch:    82, epoch:   82/100, mu: 0.9828054905, learning_rate: 0.0000091994, weight_decay: 0.0000100426

epoch time: 1120.2452392578s, input_fired_time: 18.6235332489, output_fired_time: 4.8310074806, propagate_forward_time: 376.0010986328, propagate_backward_time: 703.1716918945, weight_update_time: 0.9086451530, other_time: 17.6178588867
epoch time: 79.6052017212s, input_fired_time: 1.0447310209, output_fired_time: 0.0000000000, propagate_forward_time: 75.5450668335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0154037476
validation[          , genome  6305] predictions:    6564/  10000 (65.64%), best:    6600/10000 (66.00%), error:      9975.03418, best error:      9857.45117 on epoch:    82, epoch:   83/100, mu: 0.9831644893, learning_rate: 0.0000086415, weight_decay: 0.0000095599

epoch time: 1120.1245117188s, input_fired_time: 18.6229038239, output_fired_time: 4.8374004364, propagate_forward_time: 375.8679199219, propagate_backward_time: 703.2110595703, weight_update_time: 0.9085771441, other_time: 17.5852050781
epoch time: 79.1428909302s, input_fired_time: 1.0363981724, output_fired_time: 0.0000000000, propagate_forward_time: 75.1380615234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9684295654
validation[          , genome  6305] predictions:    6610/  10000 (66.10%), best:    6600/10000 (66.00%), error:      9880.02246, best error:      9857.45117 on epoch:    82, epoch:   84/100, mu: 0.9835055470, learning_rate: 0.0000081175, weight_decay: 0.0000091004

epoch time: 1114.8269042969s, input_fired_time: 18.5383052826, output_fired_time: 4.7896189690, propagate_forward_time: 374.2561340332, propagate_backward_time: 699.7999877930, weight_update_time: 0.9064585567, other_time: 17.4428100586
epoch time: 79.2982177734s, input_fired_time: 1.0434603691, output_fired_time: 0.0000000000, propagate_forward_time: 75.2549591064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9998016357
validation[          , genome  6305] predictions:    6603/  10000 (66.03%), best:    6600/10000 (66.00%), error:      9920.91113, best error:      9857.45117 on epoch:    82, epoch:   85/100, mu: 0.9838296175, learning_rate: 0.0000076252, weight_decay: 0.0000086630

epoch time: 1114.5704345703s, input_fired_time: 18.5424785614, output_fired_time: 4.7847399712, propagate_forward_time: 374.1883544922, propagate_backward_time: 699.6334228516, weight_update_time: 0.9067785144, other_time: 17.4213867188
epoch time: 79.5917434692s, input_fired_time: 1.0450197458, output_fired_time: 0.0000000000, propagate_forward_time: 75.5079727173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0387496948
validation[          , genome  6305] predictions:    6614/  10000 (66.14%), best:    6600/10000 (66.00%), error:      9895.66016, best error:      9857.45117 on epoch:    82, epoch:   86/100, mu: 0.9841375351, learning_rate: 0.0000071628, weight_decay: 0.0000082467

epoch time: 1115.5687255859s, input_fired_time: 18.5782489777, output_fired_time: 4.8103823662, propagate_forward_time: 374.6125488281, propagate_backward_time: 700.1326293945, weight_update_time: 0.9064314961, other_time: 17.4348754883
epoch time: 79.2467422485s, input_fired_time: 1.0423718691, output_fired_time: 0.0000000000, propagate_forward_time: 75.2115020752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9928665161
validation[          , genome  6305] predictions:    6617/  10000 (66.17%), best:    6617/10000 (66.17%), error:      9802.05957, best error:      9802.05957 on epoch:    87, epoch:   87/100, mu: 0.9844300747, learning_rate: 0.0000067284, weight_decay: 0.0000078503

epoch time: 1115.0284423828s, input_fired_time: 18.5493373871, output_fired_time: 4.7971563339, propagate_forward_time: 374.0833740234, propagate_backward_time: 700.1637573242, weight_update_time: 0.9063827991, other_time: 17.4348754883
epoch time: 78.9484939575s, input_fired_time: 1.0403540134, output_fired_time: 0.0000000000, propagate_forward_time: 74.9457244873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9624176025
validation[          , genome  6305] predictions:    6632/  10000 (66.32%), best:    6617/10000 (66.17%), error:      9820.46387, best error:      9802.05957 on epoch:    87, epoch:   88/100, mu: 0.9847080112, learning_rate: 0.0000063204, weight_decay: 0.0000074730

epoch time: 1114.6047363281s, input_fired_time: 18.5543060303, output_fired_time: 4.7936663628, propagate_forward_time: 374.0353088379, propagate_backward_time: 699.8117675781, weight_update_time: 0.9056191444, other_time: 17.4096679688
epoch time: 78.9291534424s, input_fired_time: 1.0425667763, output_fired_time: 0.0000000000, propagate_forward_time: 74.9183807373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9682083130
validation[          , genome  6305] predictions:    6625/  10000 (66.25%), best:    6617/10000 (66.17%), error:      9837.22949, best error:      9802.05957 on epoch:    87, epoch:   89/100, mu: 0.9849720597, learning_rate: 0.0000059371, weight_decay: 0.0000071138

epoch time: 1115.9652099609s, input_fired_time: 18.5862922668, output_fired_time: 4.8009867668, propagate_forward_time: 374.6986083984, propagate_backward_time: 700.3632202148, weight_update_time: 0.9079458117, other_time: 17.5160522461
epoch time: 79.3090057373s, input_fired_time: 1.0470893383, output_fired_time: 0.0000000000, propagate_forward_time: 75.2669830322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9949340820
validation[          , genome  6305] predictions:    6668/  10000 (66.68%), best:    6668/10000 (66.68%), error:      9741.06934, best error:      9741.06934 on epoch:    90, epoch:   90/100, mu: 0.9852229357, learning_rate: 0.0000055771, weight_decay: 0.0000067719

epoch time: 1115.8010253906s, input_fired_time: 18.5912780762, output_fired_time: 4.8031530380, propagate_forward_time: 374.6227111816, propagate_backward_time: 700.3713989258, weight_update_time: 0.9057238102, other_time: 17.4125366211
epoch time: 79.2069702148s, input_fired_time: 1.0451620817, output_fired_time: 0.0000000000, propagate_forward_time: 75.1565628052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0052490234
validation[          , genome  6305] predictions:    6608/  10000 (66.08%), best:    6668/10000 (66.68%), error:      9885.15234, best error:      9741.06934 on epoch:    90, epoch:   91/100, mu: 0.9854612947, learning_rate: 0.0000052389, weight_decay: 0.0000064464

epoch time: 1115.1020507812s, input_fired_time: 18.5715007782, output_fired_time: 4.7971076965, propagate_forward_time: 374.3200378418, propagate_backward_time: 699.8956298828, weight_update_time: 0.9084349275, other_time: 17.5177001953
epoch time: 79.0675125122s, input_fired_time: 1.0463011265, output_fired_time: 0.0000000000, propagate_forward_time: 75.0530166626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9681930542
validation[          , genome  6305] predictions:    6641/  10000 (66.41%), best:    6668/10000 (66.68%), error:      9791.95801, best error:      9741.06934 on epoch:    90, epoch:   92/100, mu: 0.9856877923, learning_rate: 0.0000049212, weight_decay: 0.0000061366

epoch time: 1114.6126708984s, input_fired_time: 18.5748252869, output_fired_time: 4.8007612228, propagate_forward_time: 374.1513977051, propagate_backward_time: 699.6956176758, weight_update_time: 0.9056070447, other_time: 17.3900756836
epoch time: 79.1608505249s, input_fired_time: 1.0462412834, output_fired_time: 0.0000000000, propagate_forward_time: 75.1151809692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9994277954
validation[          , genome  6305] predictions:    6637/  10000 (66.37%), best:    6668/10000 (66.68%), error:      9801.34766, best error:      9741.06934 on epoch:    90, epoch:   93/100, mu: 0.9859029651, learning_rate: 0.0000046228, weight_decay: 0.0000058416

epoch time: 1114.7550048828s, input_fired_time: 18.5605659485, output_fired_time: 4.7911467552, propagate_forward_time: 373.9210510254, propagate_backward_time: 700.0970458984, weight_update_time: 0.9056963325, other_time: 17.3852539062
epoch time: 79.0660934448s, input_fired_time: 1.0464093685, output_fired_time: 0.0000000000, propagate_forward_time: 75.0555419922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9641418457
validation[          , genome  6305] predictions:    6642/  10000 (66.42%), best:    6668/10000 (66.68%), error:      9777.97168, best error:      9741.06934 on epoch:    90, epoch:   94/100, mu: 0.9861074090, learning_rate: 0.0000043424, weight_decay: 0.0000055609

epoch time: 1114.6861572266s, input_fired_time: 18.5661735535, output_fired_time: 4.7943058014, propagate_forward_time: 374.0596923828, propagate_backward_time: 699.8449707031, weight_update_time: 0.9063593149, other_time: 17.4210205078
epoch time: 79.2600326538s, input_fired_time: 1.0464962721, output_fired_time: 0.0000000000, propagate_forward_time: 75.2219238281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9916152954
validation[          , genome  6305] predictions:    6600/  10000 (66.00%), best:    6668/10000 (66.68%), error:      9848.55176, best error:      9741.06934 on epoch:    90, epoch:   95/100, mu: 0.9863016605, learning_rate: 0.0000040791, weight_decay: 0.0000052936

epoch time: 1115.4804687500s, input_fired_time: 18.5860881805, output_fired_time: 4.7985277176, propagate_forward_time: 374.5778198242, propagate_backward_time: 700.0672607422, weight_update_time: 0.9072254896, other_time: 17.4507446289
epoch time: 79.2188873291s, input_fired_time: 1.0500239134, output_fired_time: 0.0000000000, propagate_forward_time: 75.1631698608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0056915283
validation[          , genome  6305] predictions:    6660/  10000 (66.60%), best:    6668/10000 (66.68%), error:      9805.15625, best error:      9741.06934 on epoch:    90, epoch:   96/100, mu: 0.9864861965, learning_rate: 0.0000038317, weight_decay: 0.0000050392

epoch time: 1115.5521240234s, input_fired_time: 18.5886001587, output_fired_time: 4.8084597588, propagate_forward_time: 374.3845214844, propagate_backward_time: 700.2864990234, weight_update_time: 0.9070148468, other_time: 17.4840087891
epoch time: 78.9682388306s, input_fired_time: 1.0455840826, output_fired_time: 0.0000000000, propagate_forward_time: 74.9736480713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9490051270
validation[          , genome  6305] predictions:    6620/  10000 (66.20%), best:    6668/10000 (66.68%), error:      9804.72656, best error:      9741.06934 on epoch:    90, epoch:   97/100, mu: 0.9866615534, learning_rate: 0.0000035994, weight_decay: 0.0000047970

epoch time: 1109.3546142578s, input_fired_time: 18.5018520355, output_fired_time: 4.7486691475, propagate_forward_time: 372.6130676270, propagate_backward_time: 696.3472900391, weight_update_time: 0.9018678665, other_time: 17.1437988281
epoch time: 78.5201721191s, input_fired_time: 1.0392516851, output_fired_time: 0.0000000000, propagate_forward_time: 74.5695190430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9113998413
validation[          , genome  6305] predictions:    6638/  10000 (66.38%), best:    6668/10000 (66.68%), error:      9752.73535, best error:      9741.06934 on epoch:    90, epoch:   98/100, mu: 0.9868281484, learning_rate: 0.0000033811, weight_decay: 0.0000045664

epoch time: 1108.2425537109s, input_fired_time: 18.4732704163, output_fired_time: 4.7338652611, propagate_forward_time: 371.9965209961, propagate_backward_time: 695.9633789062, weight_update_time: 0.9002596140, other_time: 17.0755004883
epoch time: 78.6776046753s, input_fired_time: 1.0412138700, output_fired_time: 0.0000000000, propagate_forward_time: 74.6972503662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9391403198
validation[          , genome  6305] predictions:    6620/  10000 (66.20%), best:    6668/10000 (66.68%), error:      9830.89648, best error:      9741.06934 on epoch:    90, epoch:   99/100, mu: 0.9869863987, learning_rate: 0.0000031760, weight_decay: 0.0000043469

epoch time: 1109.2513427734s, input_fired_time: 18.4912319183, output_fired_time: 4.7527117729, propagate_forward_time: 372.4857482910, propagate_backward_time: 696.3316650391, weight_update_time: 0.9024046063, other_time: 17.1900634766
epoch time: 78.7997665405s, input_fired_time: 1.0450187922, output_fired_time: 0.0000000000, propagate_forward_time: 74.8150863647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9396591187
validation[          , genome  6305] predictions:    6641/  10000 (66.41%), best:    6641/10000 (66.41%), error:      9727.79102, best error:      9727.79102 on epoch:   100, epoch:  100/100, mu: 0.9871367812, learning_rate: 0.0000029834, weight_decay: 0.0000041380

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 392.4739990234s, input_fired_time: 5.2061090469, output_fired_time: 0.0000000000, propagate_forward_time: 372.5836181641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 14.6842651367
best training[          , genome  6305] predictions:   36810/  50000 (73.62%), best:    6641/10000 (66.41%), error:     40408.72656, best error:      9727.79102 on epoch:   100, epoch:  101/100, mu: 0.9872796535, learning_rate: 0.0000028025, weight_decay: 0.0000039391
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 78.8106994629s, input_fired_time: 1.0446597338, output_fired_time: 0.0000000000, propagate_forward_time: 74.8197174072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9463195801
   testing[          , genome  6305] predictions:    6641/  10000 (66.41%), best:    6641/10000 (66.41%), error:      9727.79102, best error:      9727.79102 on epoch:   100, epoch:  101/100, mu: 0.9872796535, learning_rate: 0.0000028025, weight_decay: 0.0000039391
backpropagation finished successfully!
03:34:58 (20581): called boinc_finish(0)

</stderr_txt>
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