Nameexact_genome_1512568488_44_6955_0
Workunit2606083
Created7 Dec 2017, 22:56:10 UTC
Sent7 Dec 2017, 23:02:46 UTC
Report deadline17 Dec 2017, 13:21:35 UTC
Received9 Dec 2017, 6:26:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 54 min
CPU time4 hours 53 min 31 sec
Validate stateValid
Credit2,399.10
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.46 MB
Peak swap size159.29 MB
Peak disk usage2.03 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.98%), best:    9748/10000 (97.48%), error:      1018.66278, best error:       902.64270 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 160.5080413818s, input_fired_time: 1.7622238398, output_fired_time: 1.6293815374, propagate_forward_time: 60.5613136292, propagate_backward_time: 92.8295364380, weight_update_time: 0.1887510866, other_time: 3.7255935669
epoch time: 13.0515480042s, input_fired_time: 0.2237993181, output_fired_time: 0.0000000000, propagate_forward_time: 12.1630210876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647272110
validation[          , genome  6955] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       893.27344, best error:       893.27344 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 160.7689361572s, input_fired_time: 1.7678265572, output_fired_time: 1.6332198381, propagate_forward_time: 60.7868919373, propagate_backward_time: 92.8444213867, weight_update_time: 0.1895309240, other_time: 3.7365722656
epoch time: 13.1877231598s, input_fired_time: 0.2301388979, output_fired_time: 0.0000000000, propagate_forward_time: 12.2683076859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6892766953
validation[          , genome  6955] predictions:    9635/  10000 (96.35%), best:    9718/10000 (97.18%), error:      1167.49829, best error:       893.27344 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 160.1864166260s, input_fired_time: 1.7616980076, output_fired_time: 1.6264421940, propagate_forward_time: 60.5037994385, propagate_backward_time: 92.5736160278, weight_update_time: 0.1888269037, other_time: 3.7208480835
epoch time: 12.9994535446s, input_fired_time: 0.2207923234, output_fired_time: 0.0000000000, propagate_forward_time: 12.1248607635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6538000107
validation[          , genome  6955] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       888.79700, best error:       888.79700 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 160.0662384033s, input_fired_time: 1.7537199259, output_fired_time: 1.6223354340, propagate_forward_time: 60.3563499451, propagate_backward_time: 92.6511001587, weight_update_time: 0.1880865395, other_time: 3.6827316284
epoch time: 13.0661067963s, input_fired_time: 0.2153113782, output_fired_time: 0.0000000000, propagate_forward_time: 12.2226905823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281051636
validation[          , genome  6955] predictions:    9560/  10000 (95.60%), best:    9733/10000 (97.33%), error:      1347.15735, best error:       888.79700 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 160.8205566406s, input_fired_time: 1.7549648285, output_fired_time: 1.6239883900, propagate_forward_time: 60.7047080994, propagate_backward_time: 93.0654830933, weight_update_time: 0.1869709194, other_time: 3.6714096069
epoch time: 12.7992286682s, input_fired_time: 0.2200622261, output_fired_time: 0.0000000000, propagate_forward_time: 11.9484853745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306810379
validation[          , genome  6955] predictions:    9666/  10000 (96.66%), best:    9733/10000 (97.33%), error:      1032.10474, best error:       888.79700 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 160.0116271973s, input_fired_time: 1.7500321865, output_fired_time: 1.6158304214, propagate_forward_time: 60.2947921753, propagate_backward_time: 92.6755142212, weight_update_time: 0.1883323193, other_time: 3.6754608154
epoch time: 13.0447683334s, input_fired_time: 0.2190182805, output_fired_time: 0.0000000000, propagate_forward_time: 12.1846599579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6410903931
validation[          , genome  6955] predictions:    9699/  10000 (96.99%), best:    9733/10000 (97.33%), error:       990.75293, best error:       888.79700 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 160.3595733643s, input_fired_time: 1.7587586641, output_fired_time: 1.6275973320, propagate_forward_time: 60.4602851868, propagate_backward_time: 92.8394775391, weight_update_time: 0.1871208847, other_time: 3.6734619141
epoch time: 13.0023975372s, input_fired_time: 0.2175457776, output_fired_time: 0.0000000000, propagate_forward_time: 12.1614484787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234035492
validation[          , genome  6955] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       831.63300, best error:       831.63300 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 161.2945556641s, input_fired_time: 1.7551579475, output_fired_time: 1.6241004467, propagate_forward_time: 60.9325752258, propagate_backward_time: 93.3118896484, weight_update_time: 0.1875023395, other_time: 3.6708374023
epoch time: 13.0407609940s, input_fired_time: 0.2232683748, output_fired_time: 0.0000000000, propagate_forward_time: 12.1695413589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6479511261
validation[          , genome  6955] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       878.85858, best error:       831.63300 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 161.6471557617s, input_fired_time: 1.7634292841, output_fired_time: 1.6318156719, propagate_forward_time: 60.9533538818, propagate_backward_time: 93.6004867554, weight_update_time: 0.1878351867, other_time: 3.6980667114
epoch time: 13.0985593796s, input_fired_time: 0.2236656696, output_fired_time: 0.0000000000, propagate_forward_time: 12.2265081406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6483860016
validation[          , genome  6955] predictions:    9732/  10000 (97.32%), best:    9742/10000 (97.42%), error:       875.21686, best error:       831.63300 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 159.7465515137s, input_fired_time: 1.7649333477, output_fired_time: 1.6272747517, propagate_forward_time: 60.3377456665, propagate_backward_time: 92.3214492798, weight_update_time: 0.1885832250, other_time: 3.6951446533
epoch time: 13.0748405457s, input_fired_time: 0.2252022177, output_fired_time: 0.0000000000, propagate_forward_time: 12.1847515106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6648864746
validation[          , genome  6955] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       920.32220, best error:       831.63300 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 161.1745300293s, input_fired_time: 1.7690238953, output_fired_time: 1.6331137419, propagate_forward_time: 60.8308753967, propagate_backward_time: 93.2378692627, weight_update_time: 0.1882728934, other_time: 3.7036437988
epoch time: 13.1442556381s, input_fired_time: 0.2238955945, output_fired_time: 0.0000000000, propagate_forward_time: 12.2544841766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6658754349
validation[          , genome  6955] predictions:    9751/  10000 (97.51%), best:    9742/10000 (97.42%), error:       844.05554, best error:       831.63300 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 161.7964935303s, input_fired_time: 1.7701789141, output_fired_time: 1.6330589056, propagate_forward_time: 61.0719337463, propagate_backward_time: 93.5659866333, weight_update_time: 0.1911867261, other_time: 3.7553482056
epoch time: 13.1554422379s, input_fired_time: 0.2222044170, output_fired_time: 0.0000000000, propagate_forward_time: 12.2882232666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6450147629
validation[          , genome  6955] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       816.36908, best error:       816.36908 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 160.6999359131s, input_fired_time: 1.7591971159, output_fired_time: 1.6225824356, propagate_forward_time: 60.6145515442, propagate_backward_time: 93.0468597412, weight_update_time: 0.1838246137, other_time: 3.6567382813
epoch time: 13.0901660919s, input_fired_time: 0.2190341204, output_fired_time: 0.0000000000, propagate_forward_time: 12.2469120026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6242198944
validation[          , genome  6955] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       863.59906, best error:       816.36908 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 160.7741851807s, input_fired_time: 1.7605180740, output_fired_time: 1.6223751307, propagate_forward_time: 60.7006950378, propagate_backward_time: 93.0325088501, weight_update_time: 0.1857492775, other_time: 3.6580886841
epoch time: 13.1013116837s, input_fired_time: 0.2248094827, output_fired_time: 0.0000000000, propagate_forward_time: 12.2271699905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6493320465
validation[          , genome  6955] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       807.25092, best error:       807.25092 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 159.8583679199s, input_fired_time: 1.7570309639, output_fired_time: 1.6187201738, propagate_forward_time: 60.3179626465, propagate_backward_time: 92.5086212158, weight_update_time: 0.1862915307, other_time: 3.6560363770
epoch time: 12.8687124252s, input_fired_time: 0.2174730450, output_fired_time: 0.0000000000, propagate_forward_time: 12.0150918961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6361474991
validation[          , genome  6955] predictions:    9680/  10000 (96.80%), best:    9762/10000 (97.62%), error:      1005.55194, best error:       807.25092 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 161.2395019531s, input_fired_time: 1.7676684856, output_fired_time: 1.6282341480, propagate_forward_time: 60.8452415466, propagate_backward_time: 93.3092575073, weight_update_time: 0.1892298460, other_time: 3.6890945435
epoch time: 13.0294294357s, input_fired_time: 0.2223427147, output_fired_time: 0.0000000000, propagate_forward_time: 12.1582965851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6487903595
validation[          , genome  6955] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       792.97620, best error:       792.97620 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 159.6883239746s, input_fired_time: 1.7605097294, output_fired_time: 1.6195732355, propagate_forward_time: 60.3490066528, propagate_backward_time: 92.2910308838, weight_update_time: 0.1867118478, other_time: 3.6682052612
epoch time: 13.1411437988s, input_fired_time: 0.2224937230, output_fired_time: 0.0000000000, propagate_forward_time: 12.2754030228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6432466507
validation[          , genome  6955] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       835.20032, best error:       792.97620 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 160.0332031250s, input_fired_time: 1.7557390928, output_fired_time: 1.6132534742, propagate_forward_time: 60.4260826111, propagate_backward_time: 92.5792541504, weight_update_time: 0.1875499785, other_time: 3.6588745117
epoch time: 12.8170652390s, input_fired_time: 0.2177868932, output_fired_time: 0.0000000000, propagate_forward_time: 11.9697723389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6295061111
validation[          , genome  6955] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       788.50842, best error:       788.50842 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 159.9938812256s, input_fired_time: 1.7540161610, output_fired_time: 1.6157313585, propagate_forward_time: 60.2693519592, propagate_backward_time: 92.7314682007, weight_update_time: 0.1840867847, other_time: 3.6233139038
epoch time: 13.0185852051s, input_fired_time: 0.2170220017, output_fired_time: 0.0000000000, propagate_forward_time: 12.1778144836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237487793
validation[          , genome  6955] predictions:    9771/  10000 (97.71%), best:    9772/10000 (97.72%), error:       789.19690, best error:       788.50842 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 161.0741577148s, input_fired_time: 1.7586838007, output_fired_time: 1.6251609325, propagate_forward_time: 60.8157539368, propagate_backward_time: 93.2515411377, weight_update_time: 0.1873784065, other_time: 3.6230163574
epoch time: 12.9921112061s, input_fired_time: 0.2213437557, output_fired_time: 0.0000000000, propagate_forward_time: 12.1277141571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6430530548
validation[          , genome  6955] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       743.61279, best error:       743.61279 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 160.8622131348s, input_fired_time: 1.7560377121, output_fired_time: 1.6170923710, propagate_forward_time: 60.7931823730, propagate_backward_time: 93.0627593994, weight_update_time: 0.1856944710, other_time: 3.6331329346
epoch time: 13.1162891388s, input_fired_time: 0.2256450653, output_fired_time: 0.0000000000, propagate_forward_time: 12.2384853363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6521587372
validation[          , genome  6955] predictions:    9781/  10000 (97.81%), best:    9771/10000 (97.71%), error:       770.59784, best error:       743.61279 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 158.8387451172s, input_fired_time: 1.7458149195, output_fired_time: 1.5954573154, propagate_forward_time: 59.9670066833, propagate_backward_time: 91.9540786743, weight_update_time: 0.1827796698, other_time: 3.5763778687
epoch time: 12.3853187561s, input_fired_time: 0.2116024941, output_fired_time: 0.0000000000, propagate_forward_time: 11.5620059967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6117105484
validation[          , genome  6955] predictions:    9743/  10000 (97.43%), best:    9771/10000 (97.71%), error:       830.57129, best error:       743.61279 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 159.3616027832s, input_fired_time: 1.7509156466, output_fired_time: 1.6048033237, propagate_forward_time: 60.1113891602, propagate_backward_time: 92.2843322754, weight_update_time: 0.1847411394, other_time: 3.6101684570
epoch time: 13.0134048462s, input_fired_time: 0.2176133096, output_fired_time: 0.0000000000, propagate_forward_time: 12.1755056381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6202859879
validation[          , genome  6955] predictions:    9689/  10000 (96.89%), best:    9771/10000 (97.71%), error:      1075.50378, best error:       743.61279 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 160.3274688721s, input_fired_time: 1.7498304844, output_fired_time: 1.6136091948, propagate_forward_time: 60.5792465210, propagate_backward_time: 92.8087158203, weight_update_time: 0.1833781898, other_time: 3.5760726929
epoch time: 13.0604219437s, input_fired_time: 0.2203438133, output_fired_time: 0.0000000000, propagate_forward_time: 12.2096252441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6304531097
validation[          , genome  6955] predictions:    9720/  10000 (97.20%), best:    9771/10000 (97.71%), error:       909.84180, best error:       743.61279 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 160.7207336426s, input_fired_time: 1.7748104334, output_fired_time: 1.6277134418, propagate_forward_time: 60.7552108765, propagate_backward_time: 92.8439559937, weight_update_time: 0.1894003302, other_time: 3.7190399170
epoch time: 12.8528423309s, input_fired_time: 0.2187648267, output_fired_time: 0.0000000000, propagate_forward_time: 12.0071744919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6269025803
validation[          , genome  6955] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       716.61871, best error:       716.61871 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 160.8616943359s, input_fired_time: 1.7646677494, output_fired_time: 1.6272035837, propagate_forward_time: 60.6784286499, propagate_backward_time: 93.1526718140, weight_update_time: 0.1852111518, other_time: 3.6387329102
epoch time: 12.9981393814s, input_fired_time: 0.2189035863, output_fired_time: 0.0000000000, propagate_forward_time: 12.1417837143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6374521255
validation[          , genome  6955] predictions:    9780/  10000 (97.80%), best:    9776/10000 (97.76%), error:       729.87115, best error:       716.61871 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 161.2562408447s, input_fired_time: 1.7731581926, output_fired_time: 1.6325632334, propagate_forward_time: 60.7999191284, propagate_backward_time: 93.3764114380, weight_update_time: 0.1873968989, other_time: 3.6741790771
epoch time: 13.0858964920s, input_fired_time: 0.2284318656, output_fired_time: 0.0000000000, propagate_forward_time: 12.2040691376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533956528
validation[          , genome  6955] predictions:    9689/  10000 (96.89%), best:    9776/10000 (97.76%), error:       986.13611, best error:       716.61871 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 160.9557800293s, input_fired_time: 1.7762017250, output_fired_time: 1.6282420158, propagate_forward_time: 60.6789245605, propagate_backward_time: 93.1642532349, weight_update_time: 0.1885683388, other_time: 3.7081680298
epoch time: 12.9446754456s, input_fired_time: 0.2189102471, output_fired_time: 0.0000000000, propagate_forward_time: 12.0958805084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6298847198
validation[          , genome  6955] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       791.07910, best error:       716.61871 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 160.5338439941s, input_fired_time: 1.7663925886, output_fired_time: 1.6178269386, propagate_forward_time: 60.6564712524, propagate_backward_time: 92.8572692871, weight_update_time: 0.1866508871, other_time: 3.6358871460
epoch time: 13.0428361893s, input_fired_time: 0.2226058394, output_fired_time: 0.0000000000, propagate_forward_time: 12.1804475784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6397829056
validation[          , genome  6955] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       833.65009, best error:       716.61871 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 160.5593566895s, input_fired_time: 1.7621502876, output_fired_time: 1.6223652363, propagate_forward_time: 60.6743507385, propagate_backward_time: 92.8636856079, weight_update_time: 0.1868679971, other_time: 3.6368179321
epoch time: 12.9492006302s, input_fired_time: 0.2170700729, output_fired_time: 0.0000000000, propagate_forward_time: 12.1204805374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6116504669
validation[          , genome  6955] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       735.99146, best error:       716.61871 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 160.1941986084s, input_fired_time: 1.7698836327, output_fired_time: 1.6168326139, propagate_forward_time: 60.4990043640, propagate_backward_time: 92.6542739868, weight_update_time: 0.1856300235, other_time: 3.6541976929
epoch time: 13.0343999863s, input_fired_time: 0.2236922532, output_fired_time: 0.0000000000, propagate_forward_time: 12.1620674133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6486406326
validation[          , genome  6955] predictions:    9723/  10000 (97.23%), best:    9776/10000 (97.76%), error:       908.09729, best error:       716.61871 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 160.0944824219s, input_fired_time: 1.7523748875, output_fired_time: 1.6030830145, propagate_forward_time: 60.3677139282, propagate_backward_time: 92.7749710083, weight_update_time: 0.1840018034, other_time: 3.5963287354
epoch time: 12.9403533936s, input_fired_time: 0.2207590789, output_fired_time: 0.0000000000, propagate_forward_time: 12.0785865784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6410074234
validation[          , genome  6955] predictions:    9750/  10000 (97.50%), best:    9776/10000 (97.76%), error:       833.88239, best error:       716.61871 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 160.4533538818s, input_fired_time: 1.7596070766, output_fired_time: 1.6162426472, propagate_forward_time: 60.4968986511, propagate_backward_time: 92.9542007446, weight_update_time: 0.1848834902, other_time: 3.6263961792
epoch time: 12.9203262329s, input_fired_time: 0.2204241902, output_fired_time: 0.0000000000, propagate_forward_time: 12.0677957535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6321058273
validation[          , genome  6955] predictions:    9790/  10000 (97.90%), best:    9776/10000 (97.76%), error:       719.58185, best error:       716.61871 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 160.7001037598s, input_fired_time: 1.7628333569, output_fired_time: 1.6169151068, propagate_forward_time: 60.6327285767, propagate_backward_time: 93.0910568237, weight_update_time: 0.1842864603, other_time: 3.5965728760
epoch time: 13.1223411560s, input_fired_time: 0.2257674038, output_fired_time: 0.0000000000, propagate_forward_time: 12.2505445480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6460294724
validation[          , genome  6955] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       818.75934, best error:       716.61871 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 160.7317199707s, input_fired_time: 1.7673103809, output_fired_time: 1.6212805510, propagate_forward_time: 60.5651283264, propagate_backward_time: 93.1171264648, weight_update_time: 0.1878382117, other_time: 3.6608886719
epoch time: 13.0363330841s, input_fired_time: 0.2208102494, output_fired_time: 0.0000000000, propagate_forward_time: 12.1803007126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352224350
validation[          , genome  6955] predictions:    9709/  10000 (97.09%), best:    9776/10000 (97.76%), error:       915.21277, best error:       716.61871 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 159.7943420410s, input_fired_time: 1.7483453751, output_fired_time: 1.6047664881, propagate_forward_time: 60.3326873779, propagate_backward_time: 92.5480957031, weight_update_time: 0.1813860238, other_time: 3.5604400635
epoch time: 13.1218185425s, input_fired_time: 0.2183756828, output_fired_time: 0.0000000000, propagate_forward_time: 12.2786493301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247930527
validation[          , genome  6955] predictions:    9714/  10000 (97.14%), best:    9776/10000 (97.76%), error:       970.71228, best error:       716.61871 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 160.5770874023s, input_fired_time: 1.7642822266, output_fired_time: 1.6174299717, propagate_forward_time: 60.5689582825, propagate_backward_time: 93.0098037720, weight_update_time: 0.1846382320, other_time: 3.6166152954
epoch time: 13.0097198486s, input_fired_time: 0.2163277119, output_fired_time: 0.0000000000, propagate_forward_time: 12.1766996384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166925430
validation[          , genome  6955] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       708.33795, best error:       708.33795 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 160.5842437744s, input_fired_time: 1.7685029507, output_fired_time: 1.6225172281, propagate_forward_time: 60.6161651611, propagate_backward_time: 92.9253997803, weight_update_time: 0.1857466251, other_time: 3.6516571045
epoch time: 13.0928249359s, input_fired_time: 0.2284242064, output_fired_time: 0.0000000000, propagate_forward_time: 12.2177505493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6466503143
validation[          , genome  6955] predictions:    9720/  10000 (97.20%), best:    9783/10000 (97.83%), error:       911.65753, best error:       708.33795 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 160.8603363037s, input_fired_time: 1.7658170462, output_fired_time: 1.6230702400, propagate_forward_time: 60.8242683411, propagate_backward_time: 93.0691070557, weight_update_time: 0.1853109598, other_time: 3.5780639648
epoch time: 12.9025316238s, input_fired_time: 0.2207846493, output_fired_time: 0.0000000000, propagate_forward_time: 12.0478811264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6338663101
validation[          , genome  6955] predictions:    9732/  10000 (97.32%), best:    9783/10000 (97.83%), error:       893.45483, best error:       708.33795 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 160.5801849365s, input_fired_time: 1.7701046467, output_fired_time: 1.6226730347, propagate_forward_time: 60.5440635681, propagate_backward_time: 92.9901580811, weight_update_time: 0.1851947159, other_time: 3.6531829834
epoch time: 13.0560121536s, input_fired_time: 0.2214784324, output_fired_time: 0.0000000000, propagate_forward_time: 12.1965103149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6380233765
validation[          , genome  6955] predictions:    9753/  10000 (97.53%), best:    9783/10000 (97.83%), error:       782.07202, best error:       708.33795 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 159.9983978271s, input_fired_time: 1.7501772642, output_fired_time: 1.6086219549, propagate_forward_time: 60.3534164429, propagate_backward_time: 92.7198944092, weight_update_time: 0.1824402362, other_time: 3.5662765503
epoch time: 13.0014619827s, input_fired_time: 0.2239155173, output_fired_time: 0.0000000000, propagate_forward_time: 12.1303577423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6471891403
validation[          , genome  6955] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       776.18518, best error:       708.33795 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 160.5667877197s, input_fired_time: 1.7572880983, output_fired_time: 1.6111103296, propagate_forward_time: 60.6447944641, propagate_backward_time: 92.9889221191, weight_update_time: 0.1832097322, other_time: 3.5646667480
epoch time: 12.9411706924s, input_fired_time: 0.2228362411, output_fired_time: 0.0000000000, propagate_forward_time: 12.0864286423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319055557
validation[          , genome  6955] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       751.10919, best error:       708.33795 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 161.1221923828s, input_fired_time: 1.7688312531, output_fired_time: 1.6191617250, propagate_forward_time: 60.7789878845, propagate_backward_time: 93.3432006836, weight_update_time: 0.1855183393, other_time: 3.6120147705
epoch time: 12.9764080048s, input_fired_time: 0.2261939198, output_fired_time: 0.0000000000, propagate_forward_time: 12.0971813202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6530323029
validation[          , genome  6955] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       766.11743, best error:       708.33795 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 159.5254516602s, input_fired_time: 1.7618610859, output_fired_time: 1.5981434584, propagate_forward_time: 60.3625297546, propagate_backward_time: 92.1828613281, weight_update_time: 0.1847882867, other_time: 3.6200561523
epoch time: 13.0851459503s, input_fired_time: 0.2245862484, output_fired_time: 0.0000000000, propagate_forward_time: 12.2218828201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6386766434
validation[          , genome  6955] predictions:    9721/  10000 (97.21%), best:    9783/10000 (97.83%), error:       897.83643, best error:       708.33795 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 161.1246032715s, input_fired_time: 1.7695862055, output_fired_time: 1.6175385714, propagate_forward_time: 60.8940048218, propagate_backward_time: 93.1976776123, weight_update_time: 0.1859437823, other_time: 3.6457901001
epoch time: 12.9583368301s, input_fired_time: 0.2213724405, output_fired_time: 0.0000000000, propagate_forward_time: 12.1033611298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6336030960
validation[          , genome  6955] predictions:    9773/  10000 (97.73%), best:    9783/10000 (97.83%), error:       770.57281, best error:       708.33795 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 160.1510772705s, input_fired_time: 1.7574651241, output_fired_time: 1.6080744267, propagate_forward_time: 60.5164566040, propagate_backward_time: 92.6775054932, weight_update_time: 0.1843786687, other_time: 3.5915756226
epoch time: 12.7927293777s, input_fired_time: 0.2178954184, output_fired_time: 0.0000000000, propagate_forward_time: 11.9622650146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6125688553
validation[          , genome  6955] predictions:    9731/  10000 (97.31%), best:    9783/10000 (97.83%), error:       871.11877, best error:       708.33795 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 160.8232269287s, input_fired_time: 1.7639808655, output_fired_time: 1.6140340567, propagate_forward_time: 60.6396942139, propagate_backward_time: 93.2232131958, weight_update_time: 0.1840176433, other_time: 3.5823135376
epoch time: 12.8604965210s, input_fired_time: 0.2175201476, output_fired_time: 0.0000000000, propagate_forward_time: 12.0248670578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6181097031
validation[          , genome  6955] predictions:    9703/  10000 (97.03%), best:    9783/10000 (97.83%), error:       948.70740, best error:       708.33795 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 159.3646240234s, input_fired_time: 1.7486602068, output_fired_time: 1.5989253521, propagate_forward_time: 60.0830726624, propagate_backward_time: 92.4084625244, weight_update_time: 0.1810813695, other_time: 3.5255126953
epoch time: 12.6097822189s, input_fired_time: 0.2165688574, output_fired_time: 0.0000000000, propagate_forward_time: 11.7613010406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319122314
validation[          , genome  6955] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       796.15094, best error:       708.33795 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 160.6491851807s, input_fired_time: 1.7590825558, output_fired_time: 1.6057279110, propagate_forward_time: 60.6090507507, propagate_backward_time: 93.0953369141, weight_update_time: 0.1833152175, other_time: 3.5799865723
epoch time: 13.0678796768s, input_fired_time: 0.2221982479, output_fired_time: 0.0000000000, propagate_forward_time: 12.2189807892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6267004013
validation[          , genome  6955] predictions:    9785/  10000 (97.85%), best:    9783/10000 (97.83%), error:       737.81116, best error:       708.33795 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 161.6702575684s, input_fired_time: 1.7677799463, output_fired_time: 1.6241657734, propagate_forward_time: 60.8422012329, propagate_backward_time: 93.8178100586, weight_update_time: 0.1856678575, other_time: 3.6183090210
epoch time: 13.0826501846s, input_fired_time: 0.2240558565, output_fired_time: 0.0000000000, propagate_forward_time: 12.2140445709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6445493698
validation[          , genome  6955] predictions:    9751/  10000 (97.51%), best:    9783/10000 (97.83%), error:       804.11206, best error:       708.33795 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 160.1607818604s, input_fired_time: 1.7602241039, output_fired_time: 1.6009905338, propagate_forward_time: 60.2771453857, propagate_backward_time: 92.9334335327, weight_update_time: 0.1842572987, other_time: 3.5889816284
epoch time: 13.1272602081s, input_fired_time: 0.2223405838, output_fired_time: 0.0000000000, propagate_forward_time: 12.2755813599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293382645
validation[          , genome  6955] predictions:    9748/  10000 (97.48%), best:    9783/10000 (97.83%), error:       851.52655, best error:       708.33795 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 161.1799163818s, input_fired_time: 1.7630990744, output_fired_time: 1.6136350632, propagate_forward_time: 60.6683044434, propagate_backward_time: 93.5234451294, weight_update_time: 0.1851538122, other_time: 3.6114425659
epoch time: 13.0842332840s, input_fired_time: 0.2227829993, output_fired_time: 0.0000000000, propagate_forward_time: 12.2320890427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293611526
validation[          , genome  6955] predictions:    9739/  10000 (97.39%), best:    9783/10000 (97.83%), error:       849.39526, best error:       708.33795 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 159.2080535889s, input_fired_time: 1.7499938011, output_fired_time: 1.5924811363, propagate_forward_time: 60.0285606384, propagate_backward_time: 92.3031616211, weight_update_time: 0.1825129241, other_time: 3.5338439941
epoch time: 13.0957660675s, input_fired_time: 0.2266583145, output_fired_time: 0.0000000000, propagate_forward_time: 12.2260570526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6430511475
validation[          , genome  6955] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       814.98260, best error:       708.33795 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 160.8455047607s, input_fired_time: 1.7578394413, output_fired_time: 1.6066784859, propagate_forward_time: 60.5969200134, propagate_backward_time: 93.3065719604, weight_update_time: 0.1833100617, other_time: 3.5774917603
epoch time: 13.0425767899s, input_fired_time: 0.2201466709, output_fired_time: 0.0000000000, propagate_forward_time: 12.1994352341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229944229
validation[          , genome  6955] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       768.48932, best error:       708.33795 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 160.0245361328s, input_fired_time: 1.7530442476, output_fired_time: 1.5971796513, propagate_forward_time: 60.2234611511, propagate_backward_time: 92.8961181641, weight_update_time: 0.1835906953, other_time: 3.5547180176
epoch time: 13.0360822678s, input_fired_time: 0.2250772715, output_fired_time: 0.0000000000, propagate_forward_time: 12.1687316895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6422729492
validation[          , genome  6955] predictions:    9731/  10000 (97.31%), best:    9783/10000 (97.83%), error:       850.17224, best error:       708.33795 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 161.2411193848s, input_fired_time: 1.7661328316, output_fired_time: 1.6155542135, propagate_forward_time: 60.7422065735, propagate_backward_time: 93.5541381836, weight_update_time: 0.1834130585, other_time: 3.5630950928
epoch time: 12.7901210785s, input_fired_time: 0.2222289741, output_fired_time: 0.0000000000, propagate_forward_time: 11.9396963120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281957626
validation[          , genome  6955] predictions:    9751/  10000 (97.51%), best:    9783/10000 (97.83%), error:       827.78851, best error:       708.33795 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 159.4035339355s, input_fired_time: 1.7590410709, output_fired_time: 1.5973175764, propagate_forward_time: 60.0230827332, propagate_backward_time: 92.4521713257, weight_update_time: 0.1826532185, other_time: 3.5719070435
epoch time: 13.0156364441s, input_fired_time: 0.2213119715, output_fired_time: 0.0000000000, propagate_forward_time: 12.1677465439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6265783310
validation[          , genome  6955] predictions:    9690/  10000 (96.90%), best:    9783/10000 (97.83%), error:      1051.30408, best error:       708.33795 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 160.5193634033s, input_fired_time: 1.7639789581, output_fired_time: 1.6043932438, propagate_forward_time: 60.4224700928, propagate_backward_time: 93.1708831787, weight_update_time: 0.1823259890, other_time: 3.5576324463
epoch time: 13.0787305832s, input_fired_time: 0.2264238298, output_fired_time: 0.0000000000, propagate_forward_time: 12.2201404572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6321659088
validation[          , genome  6955] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       758.43884, best error:       708.33795 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 161.3780364990s, input_fired_time: 1.7670342922, output_fired_time: 1.6135460138, propagate_forward_time: 60.7917480469, propagate_backward_time: 93.6315078735, weight_update_time: 0.1841594726, other_time: 3.5742111206
epoch time: 12.1207427979s, input_fired_time: 0.2066969275, output_fired_time: 0.0000000000, propagate_forward_time: 11.3363351822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5777111053
validation[          , genome  6955] predictions:    9707/  10000 (97.07%), best:    9783/10000 (97.83%), error:      1039.79224, best error:       708.33795 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 161.6221923828s, input_fired_time: 1.7653872967, output_fired_time: 1.6130881310, propagate_forward_time: 60.8304710388, propagate_backward_time: 93.8144454956, weight_update_time: 0.1841579229, other_time: 3.5988082886
epoch time: 12.5832700729s, input_fired_time: 0.2203448266, output_fired_time: 0.0000000000, propagate_forward_time: 11.7402620316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6226634979
validation[          , genome  6955] predictions:    9745/  10000 (97.45%), best:    9783/10000 (97.83%), error:       855.61847, best error:       708.33795 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 161.7171630859s, input_fired_time: 1.7738379240, output_fired_time: 1.6174787283, propagate_forward_time: 60.9261436462, propagate_backward_time: 93.7850952148, weight_update_time: 0.1852377653, other_time: 3.6146087646
epoch time: 12.9890613556s, input_fired_time: 0.2193254232, output_fired_time: 0.0000000000, propagate_forward_time: 12.1526441574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6170921326
validation[          , genome  6955] predictions:    9745/  10000 (97.45%), best:    9783/10000 (97.83%), error:       793.91205, best error:       708.33795 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 160.9476776123s, input_fired_time: 1.7592117786, output_fired_time: 1.6071497202, propagate_forward_time: 60.7329559326, propagate_backward_time: 93.2974395752, weight_update_time: 0.1815160513, other_time: 3.5509185791
epoch time: 12.7496223450s, input_fired_time: 0.2170516402, output_fired_time: 0.0000000000, propagate_forward_time: 11.9201402664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6124305725
validation[          , genome  6955] predictions:    9781/  10000 (97.81%), best:    9783/10000 (97.83%), error:       766.60895, best error:       708.33795 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 160.3567504883s, input_fired_time: 1.7648768425, output_fired_time: 1.6031125784, propagate_forward_time: 60.3526191711, propagate_backward_time: 93.0456695557, weight_update_time: 0.1817755848, other_time: 3.5904693604
epoch time: 13.0923128128s, input_fired_time: 0.2237209380, output_fired_time: 0.0000000000, propagate_forward_time: 12.2397499084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6288423538
validation[          , genome  6955] predictions:    9743/  10000 (97.43%), best:    9783/10000 (97.83%), error:       859.57214, best error:       708.33795 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 161.2406311035s, input_fired_time: 1.7639518976, output_fired_time: 1.6056803465, propagate_forward_time: 60.8166046143, propagate_backward_time: 93.5005493164, weight_update_time: 0.1827068925, other_time: 3.5538482666
epoch time: 13.0486736298s, input_fired_time: 0.2242534161, output_fired_time: 0.0000000000, propagate_forward_time: 12.1869506836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6374692917
validation[          , genome  6955] predictions:    9750/  10000 (97.50%), best:    9783/10000 (97.83%), error:       842.75012, best error:       708.33795 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 159.7938537598s, input_fired_time: 1.7607940435, output_fired_time: 1.6028017998, propagate_forward_time: 60.0657234192, propagate_backward_time: 92.8019256592, weight_update_time: 0.1817812771, other_time: 3.5626220703
epoch time: 11.4914646149s, input_fired_time: 0.2027842849, output_fired_time: 0.0000000000, propagate_forward_time: 10.7185277939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701522827
validation[          , genome  6955] predictions:    9776/  10000 (97.76%), best:    9783/10000 (97.83%), error:       755.90485, best error:       708.33795 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 161.3267669678s, input_fired_time: 1.7631243467, output_fired_time: 1.6067485809, propagate_forward_time: 60.9071807861, propagate_backward_time: 93.4905776978, weight_update_time: 0.1823003739, other_time: 3.5591354370
epoch time: 13.0316610336s, input_fired_time: 0.2207493633, output_fired_time: 0.0000000000, propagate_forward_time: 12.1869964600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6239156723
validation[          , genome  6955] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       811.89496, best error:       708.33795 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 161.2120056152s, input_fired_time: 1.7705652714, output_fired_time: 1.6108039618, propagate_forward_time: 60.7454833984, propagate_backward_time: 93.4837417603, weight_update_time: 0.1841543764, other_time: 3.6014022827
epoch time: 12.9471426010s, input_fired_time: 0.2175400853, output_fired_time: 0.0000000000, propagate_forward_time: 12.1237583160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058444977
validation[          , genome  6955] predictions:    9747/  10000 (97.47%), best:    9783/10000 (97.83%), error:       790.68414, best error:       708.33795 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 159.6454620361s, input_fired_time: 1.7600175142, output_fired_time: 1.5925276279, propagate_forward_time: 60.1609115601, propagate_backward_time: 92.6217041016, weight_update_time: 0.1799963862, other_time: 3.5102920532
epoch time: 12.8143463135s, input_fired_time: 0.2204784453, output_fired_time: 0.0000000000, propagate_forward_time: 11.9849863052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088819504
validation[          , genome  6955] predictions:    9768/  10000 (97.68%), best:    9783/10000 (97.83%), error:       796.61469, best error:       708.33795 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 160.2141876221s, input_fired_time: 1.7570446730, output_fired_time: 1.5963679552, propagate_forward_time: 60.2634811401, propagate_backward_time: 93.0533905029, weight_update_time: 0.1820556670, other_time: 3.5438919067
epoch time: 13.0805110931s, input_fired_time: 0.2224696130, output_fired_time: 0.0000000000, propagate_forward_time: 12.2273540497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306877136
validation[          , genome  6955] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       814.04553, best error:       708.33795 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 160.2136230469s, input_fired_time: 1.7547169924, output_fired_time: 1.5984616280, propagate_forward_time: 60.2345466614, propagate_backward_time: 93.1156158447, weight_update_time: 0.1797988415, other_time: 3.5102844238
epoch time: 12.9617424011s, input_fired_time: 0.2214768976, output_fired_time: 0.0000000000, propagate_forward_time: 12.1241645813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6161012650
validation[          , genome  6955] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       761.49054, best error:       708.33795 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 161.7758941650s, input_fired_time: 1.7677860260, output_fired_time: 1.6079722643, propagate_forward_time: 60.8872451782, propagate_backward_time: 93.9703521729, weight_update_time: 0.1813778281, other_time: 3.5425338745
epoch time: 12.9569816589s, input_fired_time: 0.2209146768, output_fired_time: 0.0000000000, propagate_forward_time: 12.1153497696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6207170486
validation[          , genome  6955] predictions:    9793/  10000 (97.93%), best:    9783/10000 (97.83%), error:       748.75214, best error:       708.33795 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 160.5189819336s, input_fired_time: 1.7518900633, output_fired_time: 1.5952724218, propagate_forward_time: 60.4612731934, propagate_backward_time: 93.2196960449, weight_update_time: 0.1799785197, other_time: 3.4908447266
epoch time: 13.0475311279s, input_fired_time: 0.2234429419, output_fired_time: 0.0000000000, propagate_forward_time: 12.1900882721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6339998245
validation[          , genome  6955] predictions:    9745/  10000 (97.45%), best:    9783/10000 (97.83%), error:       861.68536, best error:       708.33795 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 160.8997802734s, input_fired_time: 1.7525103092, output_fired_time: 1.6079154015, propagate_forward_time: 60.6137084961, propagate_backward_time: 93.4188537598, weight_update_time: 0.1803722233, other_time: 3.5067901611
epoch time: 12.9110069275s, input_fired_time: 0.2195835263, output_fired_time: 0.0000000000, propagate_forward_time: 12.0723667145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190567017
validation[          , genome  6955] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       811.97766, best error:       708.33795 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 160.3848266602s, input_fired_time: 1.7532606125, output_fired_time: 1.5954170227, propagate_forward_time: 60.5112113953, propagate_backward_time: 93.0416107178, weight_update_time: 0.1803839803, other_time: 3.4833221436
epoch time: 12.9364938736s, input_fired_time: 0.2203806490, output_fired_time: 0.0000000000, propagate_forward_time: 12.0963439941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197690964
validation[          , genome  6955] predictions:    9776/  10000 (97.76%), best:    9783/10000 (97.83%), error:       814.74866, best error:       708.33795 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 161.1588897705s, input_fired_time: 1.7660448551, output_fired_time: 1.6016964912, propagate_forward_time: 60.7197570801, propagate_backward_time: 93.5244064331, weight_update_time: 0.1815820783, other_time: 3.5469741821
epoch time: 13.0295810699s, input_fired_time: 0.2228730619, output_fired_time: 0.0000000000, propagate_forward_time: 12.1824026108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6243057251
validation[          , genome  6955] predictions:    9691/  10000 (96.91%), best:    9783/10000 (97.83%), error:      1022.73944, best error:       708.33795 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 160.9419555664s, input_fired_time: 1.7565720081, output_fired_time: 1.6035081148, propagate_forward_time: 60.6683807373, propagate_backward_time: 93.4289398193, weight_update_time: 0.1788080633, other_time: 3.4845428467
epoch time: 13.0757217407s, input_fired_time: 0.2245975435, output_fired_time: 0.0000000000, propagate_forward_time: 12.2394247055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6116991043
validation[          , genome  6955] predictions:    9756/  10000 (97.56%), best:    9783/10000 (97.83%), error:       778.73706, best error:       708.33795 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 161.3608245850s, input_fired_time: 1.7609065771, output_fired_time: 1.6059179306, propagate_forward_time: 60.8304710388, propagate_backward_time: 93.6601333618, weight_update_time: 0.1808479577, other_time: 3.5033950806
epoch time: 12.9809541702s, input_fired_time: 0.2222331464, output_fired_time: 0.0000000000, propagate_forward_time: 12.1367950439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6219263077
validation[          , genome  6955] predictions:    9764/  10000 (97.64%), best:    9783/10000 (97.83%), error:       780.58051, best error:       708.33795 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 161.9547424316s, input_fired_time: 1.7757149935, output_fired_time: 1.6123033762, propagate_forward_time: 61.0017471313, propagate_backward_time: 94.0330734253, weight_update_time: 0.1817469746, other_time: 3.5319061279
epoch time: 13.0288515091s, input_fired_time: 0.2235305309, output_fired_time: 0.0000000000, propagate_forward_time: 12.1722040176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6331167221
validation[          , genome  6955] predictions:    9782/  10000 (97.82%), best:    9783/10000 (97.83%), error:       751.23212, best error:       708.33795 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 160.1501770020s, input_fired_time: 1.7541015148, output_fired_time: 1.5957047939, propagate_forward_time: 60.3602409363, propagate_backward_time: 92.9640579224, weight_update_time: 0.1794506609, other_time: 3.4760665894
epoch time: 13.0667142868s, input_fired_time: 0.2237281054, output_fired_time: 0.0000000000, propagate_forward_time: 12.2207498550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222362518
validation[          , genome  6955] predictions:    9789/  10000 (97.89%), best:    9783/10000 (97.83%), error:       767.82117, best error:       708.33795 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 160.4301300049s, input_fired_time: 1.7600538731, output_fired_time: 1.5943872929, propagate_forward_time: 60.4922370911, propagate_backward_time: 93.0908737183, weight_update_time: 0.1791030169, other_time: 3.4925765991
epoch time: 12.7637548447s, input_fired_time: 0.2196259797, output_fired_time: 0.0000000000, propagate_forward_time: 11.9400653839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6040630341
validation[          , genome  6955] predictions:    9778/  10000 (97.78%), best:    9783/10000 (97.83%), error:       774.66028, best error:       708.33795 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 161.3910980225s, input_fired_time: 1.7702496052, output_fired_time: 1.6061543226, propagate_forward_time: 60.8577194214, propagate_backward_time: 93.6399688721, weight_update_time: 0.1805339754, other_time: 3.5170059204
epoch time: 12.9709463120s, input_fired_time: 0.2220743746, output_fired_time: 0.0000000000, propagate_forward_time: 12.1312170029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6176548004
validation[          , genome  6955] predictions:    9776/  10000 (97.76%), best:    9783/10000 (97.83%), error:       765.75507, best error:       708.33795 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 161.2837677002s, input_fired_time: 1.7691411972, output_fired_time: 1.6060435772, propagate_forward_time: 60.8165512085, propagate_backward_time: 93.5631942749, weight_update_time: 0.1802611202, other_time: 3.5288391113
epoch time: 13.0564174652s, input_fired_time: 0.2258299142, output_fired_time: 0.0000000000, propagate_forward_time: 12.1928815842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6377058029
validation[          , genome  6955] predictions:    9760/  10000 (97.60%), best:    9783/10000 (97.83%), error:       797.75256, best error:       708.33795 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 160.5781097412s, input_fired_time: 1.7655671835, output_fired_time: 1.6040716171, propagate_forward_time: 60.4051704407, propagate_backward_time: 93.2852020264, weight_update_time: 0.1793287396, other_time: 3.5181121826
epoch time: 13.0651969910s, input_fired_time: 0.2250905782, output_fired_time: 0.0000000000, propagate_forward_time: 12.2252836227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6148223877
validation[          , genome  6955] predictions:    9736/  10000 (97.36%), best:    9783/10000 (97.83%), error:       861.30676, best error:       708.33795 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 160.9949798584s, input_fired_time: 1.7681709528, output_fired_time: 1.6046779156, propagate_forward_time: 60.5801467896, propagate_backward_time: 93.5239410400, weight_update_time: 0.1804797351, other_time: 3.5180435181
epoch time: 13.0169811249s, input_fired_time: 0.2256470770, output_fired_time: 0.0000000000, propagate_forward_time: 12.1588621140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324720383
validation[          , genome  6955] predictions:    9760/  10000 (97.60%), best:    9783/10000 (97.83%), error:       767.96094, best error:       708.33795 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 160.9126586914s, input_fired_time: 1.7707784176, output_fired_time: 1.6110583544, propagate_forward_time: 60.5175743103, propagate_backward_time: 93.4684143066, weight_update_time: 0.1825753897, other_time: 3.5448303223
epoch time: 13.0397386551s, input_fired_time: 0.2260239422, output_fired_time: 0.0000000000, propagate_forward_time: 12.1892805099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6244344711
validation[          , genome  6955] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       788.04688, best error:       708.33795 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 161.5450134277s, input_fired_time: 1.7832896709, output_fired_time: 1.6139975786, propagate_forward_time: 60.8381996155, propagate_backward_time: 93.7532272339, weight_update_time: 0.1819527745, other_time: 3.5562973022
epoch time: 13.0394067764s, input_fired_time: 0.2221941352, output_fired_time: 0.0000000000, propagate_forward_time: 12.2131652832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6040477753
validation[          , genome  6955] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       775.00977, best error:       708.33795 on epoch:    51, 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: 65.0440444946s, input_fired_time: 1.1020408869, output_fired_time: 0.0000000000, propagate_forward_time: 60.6515769958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2904281616
best training[          , genome  6955] predictions:   49550/  50000 (99.10%), best:    9783/10000 (97.83%), error:      1647.63379, best error:       708.33795 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 12.9503927231s, input_fired_time: 0.2208199650, output_fired_time: 0.0000000000, propagate_forward_time: 12.0960979462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6334743500
   testing[          , genome  6955] predictions:    9790/  10000 (97.90%), best:    9783/10000 (97.83%), error:       677.07141, best error:       708.33795 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:26:08 (5556): called boinc_finish(0)

</stderr_txt>
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