Nameexact_genome_1512568488_41_6891_0
Workunit2605723
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:43:01 UTC
Report deadline16 Dec 2017, 18:43:13 UTC
Received8 Dec 2017, 22:32:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID68086
Run time1 hours 53 min 29 sec
CPU time1 hours 51 min 24 sec
Validate stateValid
Credit2,208.37
Device peak FLOPS3.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
00 (96.28%), best:    9656/10000 (96.56%), error:      1241.14087, best error:      1163.40515 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 154.9195098877s, input_fired_time: 0.9136902094, output_fired_time: 2.8092217445, propagate_forward_time: 49.1068611145, propagate_backward_time: 98.4519729614, weight_update_time: 0.0756137893, other_time: 3.6377639771
epoch time: 12.7388162613s, input_fired_time: 0.1026410386, output_fired_time: 0.0000000000, propagate_forward_time: 12.3412113190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949638367
validation[          , genome  6891] predictions:    9654/  10000 (96.54%), best:    9656/10000 (96.56%), error:      1168.89063, best error:      1163.40515 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 152.9298248291s, input_fired_time: 0.9432836175, output_fired_time: 0.7420980930, propagate_forward_time: 61.4354248047, propagate_backward_time: 88.1189498901, weight_update_time: 0.0767725259, other_time: 1.6900711060
epoch time: 11.9242086411s, input_fired_time: 1.0939986706, output_fired_time: 0.0000000000, propagate_forward_time: 10.5091114044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210983276
validation[          , genome  6891] predictions:    9609/  10000 (96.09%), best:    9656/10000 (96.56%), error:      1278.08337, best error:      1163.40515 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 178.9563446045s, input_fired_time: 3.1693432331, output_fired_time: 0.9258017540, propagate_forward_time: 65.0070724487, propagate_backward_time: 102.8644485474, weight_update_time: 0.0945519283, other_time: 6.9896850586
epoch time: 10.8009767532s, input_fired_time: 0.1125269011, output_fired_time: 0.0000000000, propagate_forward_time: 10.3874940872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009557724
validation[          , genome  6891] predictions:    9621/  10000 (96.21%), best:    9656/10000 (96.56%), error:      1245.01160, best error:      1163.40515 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 180.1750335693s, input_fired_time: 3.2132165432, output_fired_time: 2.7856876850, propagate_forward_time: 56.8738212585, propagate_backward_time: 114.1519699097, weight_update_time: 0.0814377666, other_time: 3.1503372192
epoch time: 13.0608043671s, input_fired_time: 0.1111294553, output_fired_time: 0.0000000000, propagate_forward_time: 12.6352214813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144531250
validation[          , genome  6891] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1126.93359, best error:      1126.93359 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 178.5803375244s, input_fired_time: 4.0614185333, output_fired_time: 0.8498448730, propagate_forward_time: 60.5238800049, propagate_backward_time: 110.2368316650, weight_update_time: 0.0837126970, other_time: 2.9083709717
epoch time: 10.8714914322s, input_fired_time: 0.1083499491, output_fired_time: 0.0000000000, propagate_forward_time: 10.4540739059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090677261
validation[          , genome  6891] predictions:    9609/  10000 (96.09%), best:    9660/10000 (96.60%), error:      1307.98157, best error:      1126.93359 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 149.8769531250s, input_fired_time: 2.9077363014, output_fired_time: 1.7262854576, propagate_forward_time: 54.7253990173, propagate_backward_time: 88.8392486572, weight_update_time: 0.0768286958, other_time: 1.6782836914
epoch time: 12.7879991531s, input_fired_time: 2.0745964050, output_fired_time: 0.0000000000, propagate_forward_time: 10.4160318375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973709106
validation[          , genome  6891] predictions:    9595/  10000 (95.95%), best:    9660/10000 (96.60%), error:      1305.51782, best error:      1126.93359 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 150.3670654297s, input_fired_time: 1.9008244276, output_fired_time: 2.8054363728, propagate_forward_time: 54.1521682739, propagate_backward_time: 89.8528747559, weight_update_time: 0.0749686956, other_time: 1.6557693481
epoch time: 12.7807292938s, input_fired_time: 0.1062122211, output_fired_time: 0.0000000000, propagate_forward_time: 12.3883934021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861232758
validation[          , genome  6891] predictions:    9605/  10000 (96.05%), best:    9660/10000 (96.60%), error:      1281.56409, best error:      1126.93359 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 152.7173004150s, input_fired_time: 3.9725518227, output_fired_time: 0.7276327610, propagate_forward_time: 46.2512969971, propagate_backward_time: 98.1524353027, weight_update_time: 0.0743038282, other_time: 3.6133880615
epoch time: 12.7992658615s, input_fired_time: 0.1055880114, output_fired_time: 0.0000000000, propagate_forward_time: 12.3923339844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013439178
validation[          , genome  6891] predictions:    9605/  10000 (96.05%), best:    9660/10000 (96.60%), error:      1319.68530, best error:      1126.93359 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 148.3213806152s, input_fired_time: 0.9104118347, output_fired_time: 0.7262856364, propagate_forward_time: 53.5639533997, propagate_backward_time: 91.4760131836, weight_update_time: 0.0746233314, other_time: 1.6447143555
epoch time: 11.6988153458s, input_fired_time: 0.1066384688, output_fired_time: 0.0000000000, propagate_forward_time: 11.2978916168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942848206
validation[          , genome  6891] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1106.25952, best error:      1106.25952 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 150.1270141602s, input_fired_time: 3.8883852959, output_fired_time: 0.7368609905, propagate_forward_time: 69.1552200317, propagate_backward_time: 73.6969299316, weight_update_time: 0.0765455589, other_time: 2.6496200562
epoch time: 11.6919202805s, input_fired_time: 0.1070397049, output_fired_time: 0.0000000000, propagate_forward_time: 10.3092794418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2756013870
validation[          , genome  6891] predictions:    9649/  10000 (96.49%), best:    9665/10000 (96.65%), error:      1154.08936, best error:      1106.25952 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 150.4148101807s, input_fired_time: 3.8714621067, output_fired_time: 4.6630291939, propagate_forward_time: 35.4335403442, propagate_backward_time: 100.6984863281, weight_update_time: 1.1690788269, other_time: 5.7482986450
epoch time: 11.8031768799s, input_fired_time: 0.1044881940, output_fired_time: 0.0000000000, propagate_forward_time: 11.4078645706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908239365
validation[          , genome  6891] predictions:    9518/  10000 (95.18%), best:    9665/10000 (96.65%), error:      1539.62219, best error:      1106.25952 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 151.9530029297s, input_fired_time: 4.8512744904, output_fired_time: 0.7257707119, propagate_forward_time: 48.6705017090, propagate_backward_time: 94.0791397095, weight_update_time: 0.0756862313, other_time: 3.6263198853
epoch time: 10.7873163223s, input_fired_time: 0.1048294604, output_fired_time: 0.0000000000, propagate_forward_time: 8.4202213287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2622652054
validation[          , genome  6891] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1077.25085, best error:      1077.25085 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 149.6130676270s, input_fired_time: 3.8727278709, output_fired_time: 0.7364528179, propagate_forward_time: 52.5652694702, propagate_backward_time: 87.7304840088, weight_update_time: 0.0742230341, other_time: 4.7081375122
epoch time: 12.9558525085s, input_fired_time: 0.1064871028, output_fired_time: 0.0000000000, propagate_forward_time: 12.5574579239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919073105
validation[          , genome  6891] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1031.22705, best error:      1031.22705 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 149.9918060303s, input_fired_time: 2.8676729202, output_fired_time: 3.6731271744, propagate_forward_time: 36.7055969238, propagate_backward_time: 101.0467910767, weight_update_time: 0.0752394125, other_time: 5.6986160278
epoch time: 12.9788370132s, input_fired_time: 0.1054799259, output_fired_time: 0.0000000000, propagate_forward_time: 12.5817613602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915954590
validation[          , genome  6891] predictions:    9682/  10000 (96.82%), best:    9697/10000 (96.97%), error:      1050.77759, best error:      1031.22705 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 148.9538574219s, input_fired_time: 1.9247956276, output_fired_time: 2.7119989395, propagate_forward_time: 74.4864959717, propagate_backward_time: 67.1882247925, weight_update_time: 0.0748734772, other_time: 2.6423416138
epoch time: 13.0241594315s, input_fired_time: 0.1074614674, output_fired_time: 0.0000000000, propagate_forward_time: 12.6209163666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957811356
validation[          , genome  6891] predictions:    9650/  10000 (96.50%), best:    9697/10000 (96.97%), error:      1163.19897, best error:      1031.22705 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 149.9923248291s, input_fired_time: 0.9284219146, output_fired_time: 0.7343066931, propagate_forward_time: 69.0702133179, propagate_backward_time: 77.6072692871, weight_update_time: 0.0745264292, other_time: 1.6521072388
epoch time: 10.6535959244s, input_fired_time: 0.1039547399, output_fired_time: 0.0000000000, propagate_forward_time: 8.2834205627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2662210464
validation[          , genome  6891] predictions:    9665/  10000 (96.65%), best:    9697/10000 (96.97%), error:      1101.25928, best error:      1031.22705 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 151.6442413330s, input_fired_time: 0.9442856312, output_fired_time: 3.7817592621, propagate_forward_time: 57.3408889771, propagate_backward_time: 80.9535293579, weight_update_time: 2.0492296219, other_time: 8.6237792969
epoch time: 10.6772155762s, input_fired_time: 0.1076978520, output_fired_time: 0.0000000000, propagate_forward_time: 10.2818937302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876243591
validation[          , genome  6891] predictions:    9639/  10000 (96.39%), best:    9697/10000 (96.97%), error:      1162.90967, best error:      1031.22705 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 146.9238891602s, input_fired_time: 0.9073665738, output_fired_time: 0.7120895982, propagate_forward_time: 32.5975532532, propagate_backward_time: 109.0652084351, weight_update_time: 0.0759229437, other_time: 3.6416702271
epoch time: 12.9756383896s, input_fired_time: 0.1123742163, output_fired_time: 0.0000000000, propagate_forward_time: 10.5906944275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2725696564
validation[          , genome  6891] predictions:    9687/  10000 (96.87%), best:    9697/10000 (96.97%), error:      1041.84338, best error:      1031.22705 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 150.9477844238s, input_fired_time: 1.8948196173, output_fired_time: 0.7186131477, propagate_forward_time: 43.5552673340, propagate_backward_time: 103.1077117920, weight_update_time: 0.0756718442, other_time: 1.6713714600
epoch time: 11.6813945770s, input_fired_time: 0.1050595194, output_fired_time: 0.0000000000, propagate_forward_time: 11.2907552719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2855796814
validation[          , genome  6891] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1016.67554, best error:      1016.67554 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 149.4254150391s, input_fired_time: 0.9091178775, output_fired_time: 0.7190752625, propagate_forward_time: 39.7515945435, propagate_backward_time: 105.3765258789, weight_update_time: 0.0762578174, other_time: 2.6691055298
epoch time: 12.8141717911s, input_fired_time: 0.1053609401, output_fired_time: 0.0000000000, propagate_forward_time: 12.4221277237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866830826
validation[          , genome  6891] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1000.97845, best error:      1000.97845 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 149.8512725830s, input_fired_time: 2.9152274132, output_fired_time: 0.7342195511, propagate_forward_time: 81.0019531250, propagate_backward_time: 57.5382728577, weight_update_time: 0.0743349940, other_time: 7.6616020203
epoch time: 12.8151006699s, input_fired_time: 0.1071022600, output_fired_time: 0.0000000000, propagate_forward_time: 12.4035673141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044309616
validation[          , genome  6891] predictions:    9674/  10000 (96.74%), best:    9688/10000 (96.88%), error:      1049.84412, best error:      1000.97845 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 153.2596893311s, input_fired_time: 2.9932298660, output_fired_time: 1.8254294395, propagate_forward_time: 50.8958740234, propagate_backward_time: 95.9075469971, weight_update_time: 0.0737014860, other_time: 1.6376190186
epoch time: 11.7766199112s, input_fired_time: 0.1067128628, output_fired_time: 0.0000000000, propagate_forward_time: 10.3932018280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2767047882
validation[          , genome  6891] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       925.66217, best error:       925.66217 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 150.1730499268s, input_fired_time: 0.9256110191, output_fired_time: 0.7259492278, propagate_forward_time: 53.1160125732, propagate_backward_time: 90.6674423218, weight_update_time: 0.0761892200, other_time: 4.7380294800
epoch time: 11.7132501602s, input_fired_time: 2.0765545368, output_fired_time: 0.0000000000, propagate_forward_time: 9.3414344788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952613831
validation[          , genome  6891] predictions:    9651/  10000 (96.51%), best:    9715/10000 (97.15%), error:      1091.60449, best error:       925.66217 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 152.9285888672s, input_fired_time: 4.8876070976, output_fired_time: 0.7673155665, propagate_forward_time: 60.0971031189, propagate_backward_time: 84.3971481323, weight_update_time: 0.0755043924, other_time: 2.7794113159
epoch time: 10.6651744843s, input_fired_time: 0.1055335104, output_fired_time: 0.0000000000, propagate_forward_time: 8.3007698059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2588710785
validation[          , genome  6891] predictions:    9611/  10000 (96.11%), best:    9715/10000 (97.15%), error:      1262.26746, best error:       925.66217 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 152.4748077393s, input_fired_time: 6.9466986656, output_fired_time: 1.7250298262, propagate_forward_time: 62.9855918884, propagate_backward_time: 76.2077941895, weight_update_time: 1.0599232912, other_time: 4.6096801758
epoch time: 11.8953495026s, input_fired_time: 0.1060387045, output_fired_time: 0.0000000000, propagate_forward_time: 11.4979362488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913742065
validation[          , genome  6891] predictions:    9712/  10000 (97.12%), best:    9715/10000 (97.15%), error:       968.89233, best error:       925.66217 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 150.3918609619s, input_fired_time: 0.9371825457, output_fired_time: 2.8120741844, propagate_forward_time: 64.1389617920, propagate_backward_time: 77.7747955322, weight_update_time: 2.1537711620, other_time: 4.7288513184
epoch time: 11.6643543243s, input_fired_time: 0.1067958847, output_fired_time: 0.0000000000, propagate_forward_time: 11.2706108093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869472504
validation[          , genome  6891] predictions:    9665/  10000 (96.65%), best:    9715/10000 (97.15%), error:      1039.10962, best error:       925.66217 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 148.6838073730s, input_fired_time: 3.9920403957, output_fired_time: 0.7324537039, propagate_forward_time: 63.8014221191, propagate_backward_time: 78.5148696899, weight_update_time: 0.0743545592, other_time: 1.6430282593
epoch time: 11.6837406158s, input_fired_time: 0.1080801785, output_fired_time: 0.0000000000, propagate_forward_time: 10.2949037552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2807569504
validation[          , genome  6891] predictions:    9697/  10000 (96.97%), best:    9715/10000 (97.15%), error:      1073.95630, best error:       925.66217 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 151.4416961670s, input_fired_time: 6.9193716049, output_fired_time: 5.6606469154, propagate_forward_time: 64.3426208496, propagate_backward_time: 70.8932113647, weight_update_time: 0.0748908818, other_time: 3.6258468628
epoch time: 11.7207345963s, input_fired_time: 0.1065681353, output_fired_time: 0.0000000000, propagate_forward_time: 11.3315458298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2826204300
validation[          , genome  6891] predictions:    9705/  10000 (97.05%), best:    9715/10000 (97.15%), error:       976.93066, best error:       925.66217 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 149.4863433838s, input_fired_time: 0.9172921777, output_fired_time: 3.6787276268, propagate_forward_time: 51.6415061951, propagate_backward_time: 89.6181564331, weight_update_time: 0.0772979483, other_time: 3.6306533813
epoch time: 11.7796535492s, input_fired_time: 0.1073303148, output_fired_time: 0.0000000000, propagate_forward_time: 11.3835220337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888011932
validation[          , genome  6891] predictions:    9703/  10000 (97.03%), best:    9715/10000 (97.15%), error:       977.47302, best error:       925.66217 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 149.7114868164s, input_fired_time: 0.9228603244, output_fired_time: 0.7289627194, propagate_forward_time: 44.7307891846, propagate_backward_time: 99.5797348022, weight_update_time: 2.1538062096, other_time: 3.7491378784
epoch time: 14.2758054733s, input_fired_time: 0.1201088503, output_fired_time: 0.0000000000, propagate_forward_time: 13.8104448318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452520370
validation[          , genome  6891] predictions:    9681/  10000 (96.81%), best:    9715/10000 (97.15%), error:      1039.38477, best error:       925.66217 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 152.8682861328s, input_fired_time: 0.9249740839, output_fired_time: 0.7264651060, propagate_forward_time: 58.7994270325, propagate_backward_time: 88.8193283081, weight_update_time: 0.0743475109, other_time: 3.5980911255
epoch time: 11.5892305374s, input_fired_time: 0.1052040979, output_fired_time: 0.0000000000, propagate_forward_time: 11.2018165588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2822103500
validation[          , genome  6891] predictions:    9717/  10000 (97.17%), best:    9715/10000 (97.15%), error:       968.26263, best error:       925.66217 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 149.2455291748s, input_fired_time: 0.9065017700, output_fired_time: 0.7085692286, propagate_forward_time: 41.6001205444, propagate_backward_time: 99.3481369019, weight_update_time: 0.0743549019, other_time: 6.6821899414
epoch time: 10.7491073608s, input_fired_time: 0.1048766077, output_fired_time: 0.0000000000, propagate_forward_time: 10.3618392944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823915482
validation[          , genome  6891] predictions:    9716/  10000 (97.16%), best:    9715/10000 (97.15%), error:       943.14307, best error:       925.66217 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 149.3825531006s, input_fired_time: 4.8672480583, output_fired_time: 0.7206429839, propagate_forward_time: 51.6907844543, propagate_backward_time: 90.4588851929, weight_update_time: 0.0749873817, other_time: 1.6449966431
epoch time: 11.8174610138s, input_fired_time: 0.1057499945, output_fired_time: 0.0000000000, propagate_forward_time: 11.4290628433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2826480865
validation[          , genome  6891] predictions:    9723/  10000 (97.23%), best:    9715/10000 (97.15%), error:       956.84882, best error:       925.66217 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 147.4674224854s, input_fired_time: 0.9104633331, output_fired_time: 3.6669669151, propagate_forward_time: 50.2739639282, propagate_backward_time: 89.0203857422, weight_update_time: 0.0735456422, other_time: 3.5956497192
epoch time: 11.5821838379s, input_fired_time: 0.1077315435, output_fired_time: 0.0000000000, propagate_forward_time: 11.1846952438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897567749
validation[          , genome  6891] predictions:    9698/  10000 (96.98%), best:    9715/10000 (97.15%), error:       992.89832, best error:       925.66217 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 149.3558959961s, input_fired_time: 0.9118939638, output_fired_time: 0.7208715677, propagate_forward_time: 59.4182090759, propagate_backward_time: 86.6712646484, weight_update_time: 0.0736733153, other_time: 1.6336517334
epoch time: 11.6257600784s, input_fired_time: 0.1060604453, output_fired_time: 0.0000000000, propagate_forward_time: 11.2162275314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034725189
validation[          , genome  6891] predictions:    9714/  10000 (97.14%), best:    9715/10000 (97.15%), error:       958.30951, best error:       925.66217 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 150.0992126465s, input_fired_time: 2.9385523796, output_fired_time: 0.7468737364, propagate_forward_time: 59.9903602600, propagate_backward_time: 84.7243270874, weight_update_time: 0.0761679113, other_time: 1.6991043091
epoch time: 12.1841583252s, input_fired_time: 2.1815283298, output_fired_time: 0.0000000000, propagate_forward_time: 9.6825733185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200569153
validation[          , genome  6891] predictions:    9632/  10000 (96.32%), best:    9715/10000 (97.15%), error:      1149.39307, best error:       925.66217 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 155.1372833252s, input_fired_time: 1.9769968987, output_fired_time: 1.7923772335, propagate_forward_time: 59.8222465515, propagate_backward_time: 87.8344879150, weight_update_time: 0.0785418004, other_time: 3.7111816406
epoch time: 12.9029121399s, input_fired_time: 0.1105367169, output_fired_time: 0.0000000000, propagate_forward_time: 10.5205516815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2718238831
validation[          , genome  6891] predictions:    9723/  10000 (97.23%), best:    9715/10000 (97.15%), error:       950.02850, best error:       925.66217 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 152.9671020508s, input_fired_time: 1.9469784498, output_fired_time: 2.7238717079, propagate_forward_time: 56.1264152527, propagate_backward_time: 88.3451614380, weight_update_time: 0.0776518360, other_time: 3.8246688843
epoch time: 12.6893272400s, input_fired_time: 0.1097660288, output_fired_time: 0.0000000000, propagate_forward_time: 12.2926034927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869577408
validation[          , genome  6891] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       920.64795, best error:       920.64795 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 153.3428955078s, input_fired_time: 0.9668003917, output_fired_time: 3.7180581093, propagate_forward_time: 46.0082626343, propagate_backward_time: 100.9214859009, weight_update_time: 0.0788506269, other_time: 1.7282867432
epoch time: 11.7109451294s, input_fired_time: 0.1132504940, output_fired_time: 0.0000000000, propagate_forward_time: 11.2923135757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053808212
validation[          , genome  6891] predictions:    9647/  10000 (96.47%), best:    9718/10000 (97.18%), error:      1201.63879, best error:       920.64795 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 153.6247711182s, input_fired_time: 3.0544037819, output_fired_time: 0.7755590081, propagate_forward_time: 58.1979713440, propagate_backward_time: 89.8173370361, weight_update_time: 0.0790972933, other_time: 1.7795104980
epoch time: 10.8340568542s, input_fired_time: 0.1078331769, output_fired_time: 0.0000000000, propagate_forward_time: 10.4361505508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900733948
validation[          , genome  6891] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       913.71680, best error:       913.71680 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 150.2231750488s, input_fired_time: 3.0479161739, output_fired_time: 0.7589595318, propagate_forward_time: 68.9328918457, propagate_backward_time: 71.8476638794, weight_update_time: 0.0767491162, other_time: 5.6357498169
epoch time: 10.6818218231s, input_fired_time: 0.1082296148, output_fired_time: 0.0000000000, propagate_forward_time: 9.2988777161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2747144699
validation[          , genome  6891] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       908.35992, best error:       908.35992 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 150.6093139648s, input_fired_time: 2.9998741150, output_fired_time: 1.7110016346, propagate_forward_time: 35.4916191101, propagate_backward_time: 104.6700973511, weight_update_time: 0.0760522559, other_time: 5.7367172241
epoch time: 10.8953838348s, input_fired_time: 0.1087935194, output_fired_time: 0.0000000000, propagate_forward_time: 10.4971389771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894515991
validation[          , genome  6891] predictions:    9666/  10000 (96.66%), best:    9729/10000 (97.29%), error:      1038.37451, best error:       908.35992 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 149.7169494629s, input_fired_time: 0.9507057071, output_fired_time: 2.7077243328, propagate_forward_time: 53.7793617249, propagate_backward_time: 86.6334075928, weight_update_time: 0.0781393126, other_time: 5.6457672119
epoch time: 12.7665843964s, input_fired_time: 0.1180737913, output_fired_time: 0.0000000000, propagate_forward_time: 11.3581657410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2903451920
validation[          , genome  6891] predictions:    9696/  10000 (96.96%), best:    9729/10000 (97.29%), error:      1031.36353, best error:       908.35992 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 149.1766815186s, input_fired_time: 0.9595877528, output_fired_time: 0.7573946714, propagate_forward_time: 77.4101867676, propagate_backward_time: 67.4112014771, weight_update_time: 0.0747660398, other_time: 2.6382980347
epoch time: 10.6927976608s, input_fired_time: 0.1091232151, output_fired_time: 0.0000000000, propagate_forward_time: 8.3267784119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2568960190
validation[          , genome  6891] predictions:    9689/  10000 (96.89%), best:    9729/10000 (97.29%), error:       982.44507, best error:       908.35992 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 160.3875885010s, input_fired_time: 0.9854261875, output_fired_time: 0.7793039680, propagate_forward_time: 41.7451133728, propagate_backward_time: 108.9427642822, weight_update_time: 0.0837155879, other_time: 7.9349822998
epoch time: 11.6697368622s, input_fired_time: 0.1094744354, output_fired_time: 0.0000000000, propagate_forward_time: 9.3061552048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2541074753
validation[          , genome  6891] predictions:    9716/  10000 (97.16%), best:    9729/10000 (97.29%), error:       945.86853, best error:       908.35992 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 156.0019989014s, input_fired_time: 1.9522477388, output_fired_time: 0.7598977089, propagate_forward_time: 47.0457344055, propagate_backward_time: 102.5021209717, weight_update_time: 0.0806199610, other_time: 3.7419891357
epoch time: 11.7126607895s, input_fired_time: 0.1093045175, output_fired_time: 0.0000000000, propagate_forward_time: 11.3091011047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942552567
validation[          , genome  6891] predictions:    9679/  10000 (96.79%), best:    9729/10000 (97.29%), error:      1027.43079, best error:       908.35992 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 153.0358123779s, input_fired_time: 1.9193286896, output_fired_time: 0.7262368798, propagate_forward_time: 43.9814186096, propagate_backward_time: 101.5958328247, weight_update_time: 0.0754630342, other_time: 4.8129959106
epoch time: 12.6924085617s, input_fired_time: 0.1101588756, output_fired_time: 0.0000000000, propagate_forward_time: 12.2833242416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989253998
validation[          , genome  6891] predictions:    9705/  10000 (97.05%), best:    9729/10000 (97.29%), error:       943.28485, best error:       908.35992 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 151.8068695068s, input_fired_time: 2.9112911224, output_fired_time: 2.8138117790, propagate_forward_time: 56.3412551880, propagate_backward_time: 86.9564437866, weight_update_time: 0.0766638890, other_time: 2.7840728760
epoch time: 12.8625345230s, input_fired_time: 0.1091623083, output_fired_time: 0.0000000000, propagate_forward_time: 10.4925098419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2608623505
validation[          , genome  6891] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       874.66113, best error:       874.66113 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 146.1844635010s, input_fired_time: 3.0188765526, output_fired_time: 0.7289369106, propagate_forward_time: 55.9572525024, propagate_backward_time: 83.8388137817, weight_update_time: 0.0753193796, other_time: 2.6405792236
epoch time: 11.6802139282s, input_fired_time: 0.1106458008, output_fired_time: 0.0000000000, propagate_forward_time: 10.2967214584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2728462219
validation[          , genome  6891] predictions:    9698/  10000 (96.98%), best:    9741/10000 (97.41%), error:       980.77087, best error:       874.66113 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 152.9647064209s, input_fired_time: 1.9146901369, output_fired_time: 0.7251021862, propagate_forward_time: 57.6100196838, propagate_backward_time: 91.0670013428, weight_update_time: 0.0744950697, other_time: 1.6479034424
epoch time: 11.9313898087s, input_fired_time: 0.1123232469, output_fired_time: 0.0000000000, propagate_forward_time: 11.5279836655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910833359
validation[          , genome  6891] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       850.95056, best error:       850.95056 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 148.5095825195s, input_fired_time: 0.9319880009, output_fired_time: 1.7153984308, propagate_forward_time: 56.8337516785, propagate_backward_time: 86.3670120239, weight_update_time: 0.0756791383, other_time: 2.6614303589
epoch time: 10.7193126678s, input_fired_time: 0.1091417596, output_fired_time: 0.0000000000, propagate_forward_time: 10.3192310333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909402847
validation[          , genome  6891] predictions:    9701/  10000 (97.01%), best:    9734/10000 (97.34%), error:       984.25293, best error:       850.95056 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 153.1661682129s, input_fired_time: 5.1144261360, output_fired_time: 2.7147943974, propagate_forward_time: 45.2678184509, propagate_backward_time: 94.4195785522, weight_update_time: 0.0788102821, other_time: 5.6495437622
epoch time: 11.8586940765s, input_fired_time: 0.1216069758, output_fired_time: 0.0000000000, propagate_forward_time: 10.4492349625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2878522873
validation[          , genome  6891] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       840.64294, best error:       840.64294 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 150.4502258301s, input_fired_time: 2.0402922630, output_fired_time: 0.7431517839, propagate_forward_time: 44.1624984741, propagate_backward_time: 99.7409286499, weight_update_time: 0.0763212964, other_time: 3.7633514404
epoch time: 10.6898698807s, input_fired_time: 0.1092678607, output_fired_time: 0.0000000000, propagate_forward_time: 10.2884006500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922010422
validation[          , genome  6891] predictions:    9709/  10000 (97.09%), best:    9738/10000 (97.38%), error:       985.01453, best error:       840.64294 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 147.3429260254s, input_fired_time: 6.9648804665, output_fired_time: 0.7275467515, propagate_forward_time: 48.7839851379, propagate_backward_time: 88.1941299438, weight_update_time: 0.0768248737, other_time: 2.6723861694
epoch time: 10.6550836563s, input_fired_time: 0.1084319800, output_fired_time: 0.0000000000, propagate_forward_time: 10.2576093674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890424728
validation[          , genome  6891] predictions:    9718/  10000 (97.18%), best:    9738/10000 (97.38%), error:       912.45117, best error:       840.64294 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 147.3260498047s, input_fired_time: 0.9329115152, output_fired_time: 0.7197402120, propagate_forward_time: 59.2281761169, propagate_backward_time: 78.7940826416, weight_update_time: 0.0738525465, other_time: 7.6511383057
epoch time: 12.7711496353s, input_fired_time: 2.0785577297, output_fired_time: 0.0000000000, propagate_forward_time: 10.4077129364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2848787308
validation[          , genome  6891] predictions:    9700/  10000 (97.00%), best:    9738/10000 (97.38%), error:       968.33368, best error:       840.64294 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 154.6839904785s, input_fired_time: 0.9737870097, output_fired_time: 2.7374675274, propagate_forward_time: 56.5301361084, propagate_backward_time: 89.6372375488, weight_update_time: 0.0772940516, other_time: 4.8053588867
epoch time: 11.9383382797s, input_fired_time: 0.1186171100, output_fired_time: 0.0000000000, propagate_forward_time: 9.4685068130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3512144089
validation[          , genome  6891] predictions:    9720/  10000 (97.20%), best:    9738/10000 (97.38%), error:       954.67621, best error:       840.64294 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 153.3716888428s, input_fired_time: 0.9972878098, output_fired_time: 1.7261911631, propagate_forward_time: 36.1768226624, propagate_backward_time: 110.7838973999, weight_update_time: 0.0828387439, other_time: 3.6874923706
epoch time: 10.8722906113s, input_fired_time: 0.1242588609, output_fired_time: 0.0000000000, propagate_forward_time: 10.4162254333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3318061829
validation[          , genome  6891] predictions:    9724/  10000 (97.24%), best:    9738/10000 (97.38%), error:       919.26080, best error:       840.64294 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 152.5167846680s, input_fired_time: 2.9020290375, output_fired_time: 0.7444728017, propagate_forward_time: 58.1594276428, propagate_backward_time: 84.0195922852, weight_update_time: 0.0752112493, other_time: 6.6912689209
epoch time: 10.6840524673s, input_fired_time: 0.1101197675, output_fired_time: 0.0000000000, propagate_forward_time: 10.2827110291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912216187
validation[          , genome  6891] predictions:    9741/  10000 (97.41%), best:    9738/10000 (97.38%), error:       878.89789, best error:       840.64294 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 150.3887786865s, input_fired_time: 1.9229204655, output_fired_time: 2.8075056076, propagate_forward_time: 55.1869468689, propagate_backward_time: 87.8586730957, weight_update_time: 0.0744899437, other_time: 2.6127166748
epoch time: 11.6851987839s, input_fired_time: 0.1085086539, output_fired_time: 0.0000000000, propagate_forward_time: 10.3058586121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2708311081
validation[          , genome  6891] predictions:    9739/  10000 (97.39%), best:    9738/10000 (97.38%), error:       886.61658, best error:       840.64294 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 151.7079772949s, input_fired_time: 1.9128222466, output_fired_time: 1.7056982517, propagate_forward_time: 37.9081459045, propagate_backward_time: 108.5316848755, weight_update_time: 0.0754797161, other_time: 1.6496200562
epoch time: 12.7929544449s, input_fired_time: 0.1106996313, output_fired_time: 0.0000000000, propagate_forward_time: 10.4244871140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2577676773
validation[          , genome  6891] predictions:    9741/  10000 (97.41%), best:    9738/10000 (97.38%), error:       875.29626, best error:       840.64294 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 149.3336486816s, input_fired_time: 0.9304585457, output_fired_time: 0.7173236012, propagate_forward_time: 46.6834564209, propagate_backward_time: 98.3712387085, weight_update_time: 0.0756134316, other_time: 2.6311569214
epoch time: 11.8041067123s, input_fired_time: 1.1040413380, output_fired_time: 0.0000000000, propagate_forward_time: 10.4025554657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975101471
validation[          , genome  6891] predictions:    9678/  10000 (96.78%), best:    9738/10000 (97.38%), error:      1031.74390, best error:       840.64294 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 152.5579986572s, input_fired_time: 1.9234642982, output_fired_time: 3.7851817608, propagate_forward_time: 54.9406890869, propagate_backward_time: 86.1053161621, weight_update_time: 2.1535215378, other_time: 5.8033447266
epoch time: 11.6743335724s, input_fired_time: 0.1090292484, output_fired_time: 0.0000000000, propagate_forward_time: 11.2811355591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2841691971
validation[          , genome  6891] predictions:    9729/  10000 (97.29%), best:    9738/10000 (97.38%), error:       890.57275, best error:       840.64294 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 150.7521667480s, input_fired_time: 0.9408282638, output_fired_time: 0.7410286069, propagate_forward_time: 51.7615356445, propagate_backward_time: 91.5214080811, weight_update_time: 0.0743596777, other_time: 5.7873687744
epoch time: 10.7877664566s, input_fired_time: 0.1098861992, output_fired_time: 0.0000000000, propagate_forward_time: 9.4086875916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2691926956
validation[          , genome  6891] predictions:    9711/  10000 (97.11%), best:    9738/10000 (97.38%), error:       969.12549, best error:       840.64294 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 149.4935913086s, input_fired_time: 3.8997840881, output_fired_time: 1.7233389616, propagate_forward_time: 56.1360168457, propagate_backward_time: 85.1132583618, weight_update_time: 0.0743202418, other_time: 2.6211929321
epoch time: 10.6448698044s, input_fired_time: 0.1095847934, output_fired_time: 0.0000000000, propagate_forward_time: 10.2460651398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892198563
validation[          , genome  6891] predictions:    9704/  10000 (97.04%), best:    9738/10000 (97.38%), error:       980.30096, best error:       840.64294 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 149.7505340576s, input_fired_time: 1.9309421778, output_fired_time: 0.7366743684, propagate_forward_time: 61.6390151978, propagate_backward_time: 83.8137817383, weight_update_time: 0.0741704702, other_time: 1.6301193237
epoch time: 11.8874788284s, input_fired_time: 0.1107512861, output_fired_time: 0.0000000000, propagate_forward_time: 11.4878091812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889184952
validation[          , genome  6891] predictions:    9733/  10000 (97.33%), best:    9738/10000 (97.38%), error:       906.14105, best error:       840.64294 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 147.7167205811s, input_fired_time: 0.9607818127, output_fired_time: 2.7148680687, propagate_forward_time: 82.5562286377, propagate_backward_time: 58.8841514587, weight_update_time: 0.0731870309, other_time: 2.6006813049
epoch time: 10.6548833847s, input_fired_time: 0.1087441295, output_fired_time: 0.0000000000, propagate_forward_time: 8.2925615311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2535781860
validation[          , genome  6891] predictions:    9708/  10000 (97.08%), best:    9738/10000 (97.38%), error:       902.83716, best error:       840.64294 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 150.0547332764s, input_fired_time: 0.9430401325, output_fired_time: 3.6739971638, propagate_forward_time: 53.0760040283, propagate_backward_time: 90.7245635986, weight_update_time: 0.0751521513, other_time: 1.6371307373
epoch time: 12.9008560181s, input_fired_time: 0.1106371060, output_fired_time: 0.0000000000, propagate_forward_time: 12.5039987564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862205505
validation[          , genome  6891] predictions:    9729/  10000 (97.29%), best:    9738/10000 (97.38%), error:       927.32916, best error:       840.64294 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 150.7708435059s, input_fired_time: 2.9169285297, output_fired_time: 0.7401430607, propagate_forward_time: 53.4114990234, propagate_backward_time: 86.0141601563, weight_update_time: 0.0759511292, other_time: 7.6881103516
epoch time: 11.8132944107s, input_fired_time: 0.1110309809, output_fired_time: 0.0000000000, propagate_forward_time: 11.4082727432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939910889
validation[          , genome  6891] predictions:    9699/  10000 (96.99%), best:    9738/10000 (97.38%), error:       961.21820, best error:       840.64294 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 148.3023529053s, input_fired_time: 5.9826617241, output_fired_time: 0.7517834306, propagate_forward_time: 64.1432037354, propagate_backward_time: 75.8020477295, weight_update_time: 0.0737871453, other_time: 1.6226501465
epoch time: 11.7885437012s, input_fired_time: 0.1117891595, output_fired_time: 0.0000000000, propagate_forward_time: 10.4039802551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2727746964
validation[          , genome  6891] predictions:    9732/  10000 (97.32%), best:    9738/10000 (97.38%), error:       919.58398, best error:       840.64294 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 148.0646972656s, input_fired_time: 0.9333693385, output_fired_time: 0.7157906294, propagate_forward_time: 42.8824386597, propagate_backward_time: 101.8837280273, weight_update_time: 0.0751592293, other_time: 1.6493759155
epoch time: 10.9798517227s, input_fired_time: 0.1106884331, output_fired_time: 0.0000000000, propagate_forward_time: 10.5767116547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924518585
validation[          , genome  6891] predictions:    9707/  10000 (97.07%), best:    9738/10000 (97.38%), error:       966.80316, best error:       840.64294 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 149.8213348389s, input_fired_time: 1.9333711863, output_fired_time: 0.7359304428, propagate_forward_time: 50.9411201477, propagate_backward_time: 93.5669403076, weight_update_time: 0.0756895095, other_time: 2.6439819336
epoch time: 10.6652603149s, input_fired_time: 0.1104626060, output_fired_time: 0.0000000000, propagate_forward_time: 10.2637004852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910976410
validation[          , genome  6891] predictions:    9735/  10000 (97.35%), best:    9738/10000 (97.38%), error:       863.64380, best error:       840.64294 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 152.3209381104s, input_fired_time: 3.0222213268, output_fired_time: 0.7286892533, propagate_forward_time: 49.1857299805, propagate_backward_time: 95.7546157837, weight_update_time: 0.0760214254, other_time: 3.6296920776
epoch time: 11.9336748123s, input_fired_time: 0.1117773131, output_fired_time: 0.0000000000, propagate_forward_time: 11.5277500153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2941474915
validation[          , genome  6891] predictions:    9692/  10000 (96.92%), best:    9738/10000 (97.38%), error:      1055.26074, best error:       840.64294 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 150.2559204102s, input_fired_time: 1.9301409721, output_fired_time: 2.6886529922, propagate_forward_time: 58.0000495911, propagate_backward_time: 85.0083389282, weight_update_time: 0.0751003027, other_time: 2.6287307739
epoch time: 12.7849874496s, input_fired_time: 0.1110999510, output_fired_time: 0.0000000000, propagate_forward_time: 11.4025239944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2713632584
validation[          , genome  6891] predictions:    9732/  10000 (97.32%), best:    9738/10000 (97.38%), error:       895.03845, best error:       840.64294 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 149.5625915527s, input_fired_time: 1.9243297577, output_fired_time: 0.7209685445, propagate_forward_time: 48.8709449768, propagate_backward_time: 94.4143524170, weight_update_time: 0.0755844787, other_time: 3.6320037842
epoch time: 11.8553352356s, input_fired_time: 0.1115037352, output_fired_time: 0.0000000000, propagate_forward_time: 11.4518327713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919988632
validation[          , genome  6891] predictions:    9715/  10000 (97.15%), best:    9738/10000 (97.38%), error:       922.75079, best error:       840.64294 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 152.2899169922s, input_fired_time: 0.9440888762, output_fired_time: 0.7244122624, propagate_forward_time: 54.5102348328, propagate_backward_time: 94.4556045532, weight_update_time: 0.0755047575, other_time: 1.6555709839
epoch time: 11.6751785278s, input_fired_time: 0.1125175878, output_fired_time: 0.0000000000, propagate_forward_time: 11.2705202103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921409607
validation[          , genome  6891] predictions:    9711/  10000 (97.11%), best:    9738/10000 (97.38%), error:       962.08740, best error:       840.64294 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 151.0171508789s, input_fired_time: 0.9373171926, output_fired_time: 0.7312077880, propagate_forward_time: 46.7649040222, propagate_backward_time: 93.9485473633, weight_update_time: 0.0743696839, other_time: 8.6351776123
epoch time: 9.6696672440s, input_fired_time: 0.1117779538, output_fired_time: 0.0000000000, propagate_forward_time: 9.2732696533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2846193314
validation[          , genome  6891] predictions:    9681/  10000 (96.81%), best:    9738/10000 (97.38%), error:       985.98480, best error:       840.64294 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 165.7450561523s, input_fired_time: 2.0023274422, output_fired_time: 2.7880477905, propagate_forward_time: 55.9462814331, propagate_backward_time: 98.0118255615, weight_update_time: 0.0841913000, other_time: 6.9965744019
epoch time: 11.9408588409s, input_fired_time: 0.1090260372, output_fired_time: 0.0000000000, propagate_forward_time: 11.5379076004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939252853
validation[          , genome  6891] predictions:    9725/  10000 (97.25%), best:    9738/10000 (97.38%), error:       880.57825, best error:       840.64294 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 165.8906250000s, input_fired_time: 3.0110228062, output_fired_time: 0.8210708499, propagate_forward_time: 60.6058044434, propagate_backward_time: 95.6671600342, weight_update_time: 0.0819746852, other_time: 5.7855682373
epoch time: 10.7054748535s, input_fired_time: 0.1129409149, output_fired_time: 0.0000000000, propagate_forward_time: 8.3377380371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2547960281
validation[          , genome  6891] predictions:    9741/  10000 (97.41%), best:    9738/10000 (97.38%), error:       861.42957, best error:       840.64294 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 157.5300750732s, input_fired_time: 0.9810917974, output_fired_time: 2.7680835724, propagate_forward_time: 59.4244613647, propagate_backward_time: 91.6586074829, weight_update_time: 0.0785132870, other_time: 2.6978302002
epoch time: 12.2439746857s, input_fired_time: 0.1163436398, output_fired_time: 0.0000000000, propagate_forward_time: 11.8176240921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100070953
validation[          , genome  6891] predictions:    9713/  10000 (97.13%), best:    9738/10000 (97.38%), error:       910.70837, best error:       840.64294 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 161.2779846191s, input_fired_time: 1.0044757128, output_fired_time: 0.7821074724, propagate_forward_time: 55.2687377930, propagate_backward_time: 97.3711700439, weight_update_time: 2.0461938381, other_time: 6.8515014648
epoch time: 12.9922504425s, input_fired_time: 0.1142553389, output_fired_time: 0.0000000000, propagate_forward_time: 12.5689506531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090448380
validation[          , genome  6891] predictions:    9744/  10000 (97.44%), best:    9738/10000 (97.38%), error:       880.94165, best error:       840.64294 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 158.7979583740s, input_fired_time: 1.0494313240, output_fired_time: 0.8012976646, propagate_forward_time: 67.0502319336, propagate_backward_time: 82.0038604736, weight_update_time: 0.0805307627, other_time: 7.8931274414
epoch time: 12.0285558701s, input_fired_time: 0.1227828786, output_fired_time: 0.0000000000, propagate_forward_time: 10.5880889893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3176841736
validation[          , genome  6891] predictions:    9742/  10000 (97.42%), best:    9738/10000 (97.38%), error:       885.60217, best error:       840.64294 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 152.8860321045s, input_fired_time: 4.9864006042, output_fired_time: 0.7350514531, propagate_forward_time: 50.1672706604, propagate_backward_time: 92.2547454834, weight_update_time: 1.0596619844, other_time: 4.7425689697
epoch time: 11.9103794098s, input_fired_time: 0.1130924001, output_fired_time: 0.0000000000, propagate_forward_time: 11.5087175369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2885694504
validation[          , genome  6891] predictions:    9739/  10000 (97.39%), best:    9738/10000 (97.38%), error:       871.24432, best error:       840.64294 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 150.0446624756s, input_fired_time: 0.9493314624, output_fired_time: 0.7240245938, propagate_forward_time: 49.0723457336, propagate_backward_time: 94.6934509277, weight_update_time: 0.0752619207, other_time: 4.6055145264
epoch time: 12.7842769623s, input_fired_time: 0.1111502871, output_fired_time: 0.0000000000, propagate_forward_time: 12.3788175583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943086624
validation[          , genome  6891] predictions:    9732/  10000 (97.32%), best:    9738/10000 (97.38%), error:       898.07239, best error:       840.64294 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 150.3523406982s, input_fired_time: 1.9200797081, output_fired_time: 2.8058824539, propagate_forward_time: 44.5200538635, propagate_backward_time: 99.4758148193, weight_update_time: 0.0742541477, other_time: 1.6305236816
epoch time: 12.6591892242s, input_fired_time: 1.0963894129, output_fired_time: 0.0000000000, propagate_forward_time: 11.2694005966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933988571
validation[          , genome  6891] predictions:    9733/  10000 (97.33%), best:    9738/10000 (97.38%), error:       875.08093, best error:       840.64294 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 148.7760772705s, input_fired_time: 0.9574995637, output_fired_time: 2.6979150772, propagate_forward_time: 65.0549011230, propagate_backward_time: 77.3148574829, weight_update_time: 0.0753700063, other_time: 2.7508926392
epoch time: 12.9881238937s, input_fired_time: 0.1123347878, output_fired_time: 0.0000000000, propagate_forward_time: 12.5914554596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2843332291
validation[          , genome  6891] predictions:    9730/  10000 (97.30%), best:    9738/10000 (97.38%), error:       901.39789, best error:       840.64294 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 159.3829193115s, input_fired_time: 0.9758231640, output_fired_time: 0.7557640672, propagate_forward_time: 53.9187126160, propagate_backward_time: 96.0881195068, weight_update_time: 0.0779189095, other_time: 7.6444854736
epoch time: 12.0271244049s, input_fired_time: 0.1124528199, output_fired_time: 0.0000000000, propagate_forward_time: 11.6248884201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897834778
validation[          , genome  6891] predictions:    9722/  10000 (97.22%), best:    9738/10000 (97.38%), error:       908.21021, best error:       840.64294 on epoch:    66, 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: 57.7222747803s, input_fired_time: 3.5027623177, output_fired_time: 0.0000000000, propagate_forward_time: 50.6584892273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5610237122
best training[          , genome  6891] predictions:   49426/  50000 (98.85%), best:    9738/10000 (97.38%), error:      2247.32129, best error:       840.64294 on epoch:    66, 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: 14.9924383163s, input_fired_time: 0.1077036038, output_fired_time: 0.0000000000, propagate_forward_time: 9.3323554993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5523796082
   testing[          , genome  6891] predictions:    9782/  10000 (97.82%), best:    9738/10000 (97.38%), error:       729.22729, best error:       840.64294 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:56:21 (6204): called boinc_finish(0)

</stderr_txt>
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