Nameexact_genome_1512568488_44_6201_1
Workunit2602289
Created7 Dec 2017, 18:31:07 UTC
Sent7 Dec 2017, 18:39:18 UTC
Report deadline13 Dec 2017, 14:12:39 UTC
Received8 Dec 2017, 11:28:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time3 hours 16 min 3 sec
CPU time3 hours 11 min 44 sec
Validate stateValid
Credit1,453.71
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.57 MB
Peak swap size159.70 MB
Peak disk usage1.85 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
ropagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6317882538
validation[          , genome  6201] predictions:    9633/  10000 (96.33%), best:    9671/10000 (96.71%), error:      1225.19727, best error:      1099.64063 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 112.5074691772s, input_fired_time: 1.5672960281, output_fired_time: 1.4411108494, propagate_forward_time: 40.4884948730, propagate_backward_time: 65.5685806274, weight_update_time: 0.1355167180, other_time: 3.4419860840
epoch time: 8.4384031296s, input_fired_time: 0.1924688965, output_fired_time: 0.0000000000, propagate_forward_time: 7.6508588791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950756073
validation[          , genome  6201] predictions:    9617/  10000 (96.17%), best:    9671/10000 (96.71%), error:      1266.69177, best error:      1099.64063 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 112.0966339111s, input_fired_time: 2.5777516365, output_fired_time: 1.4456956387, propagate_forward_time: 41.1199111938, propagate_backward_time: 63.5351219177, weight_update_time: 0.1365634352, other_time: 3.4181556702
epoch time: 8.4441709518s, input_fired_time: 0.1951382011, output_fired_time: 0.0000000000, propagate_forward_time: 7.6408495903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6081833839
validation[          , genome  6201] predictions:    9625/  10000 (96.25%), best:    9671/10000 (96.71%), error:      1230.22400, best error:      1099.64063 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 114.5130157471s, input_fired_time: 2.6264245510, output_fired_time: 1.4413863420, propagate_forward_time: 41.3753433228, propagate_backward_time: 65.5354461670, weight_update_time: 0.1369250268, other_time: 3.5344161987
epoch time: 8.5456876755s, input_fired_time: 0.1897449493, output_fired_time: 0.0000000000, propagate_forward_time: 7.7675557137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5883870125
validation[          , genome  6201] predictions:    9537/  10000 (95.37%), best:    9671/10000 (96.71%), error:      1581.42603, best error:      1099.64063 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 112.2487030029s, input_fired_time: 1.5593816042, output_fired_time: 1.4635108709, propagate_forward_time: 40.1859054565, propagate_backward_time: 65.6209182739, weight_update_time: 0.1356208622, other_time: 3.4189910889
epoch time: 13.7277317047s, input_fired_time: 0.2672244012, output_fired_time: 0.0000000000, propagate_forward_time: 12.5264797211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9340276718
validation[          , genome  6201] predictions:    9601/  10000 (96.01%), best:    9671/10000 (96.71%), error:      1470.88806, best error:      1099.64063 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 115.7098388672s, input_fired_time: 2.6361680031, output_fired_time: 2.4210014343, propagate_forward_time: 42.2379188538, propagate_backward_time: 64.8354492188, weight_update_time: 0.1402913481, other_time: 3.5792999268
epoch time: 13.9185495377s, input_fired_time: 0.2980084121, output_fired_time: 0.0000000000, propagate_forward_time: 11.6592245102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9613170624
validation[          , genome  6201] predictions:    9664/  10000 (96.64%), best:    9671/10000 (96.71%), error:      1120.62500, best error:      1099.64063 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 118.5731658936s, input_fired_time: 1.6894620657, output_fired_time: 1.5067408085, propagate_forward_time: 41.6852836609, propagate_backward_time: 68.9765930176, weight_update_time: 0.1459374875, other_time: 4.7150878906
epoch time: 8.4352426529s, input_fired_time: 0.1905185133, output_fired_time: 0.0000000000, propagate_forward_time: 7.6391282082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6055960655
validation[          , genome  6201] predictions:    9652/  10000 (96.52%), best:    9671/10000 (96.71%), error:      1224.87024, best error:      1099.64063 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 110.7050094604s, input_fired_time: 1.5692251921, output_fired_time: 1.4375668764, propagate_forward_time: 39.0141601563, propagate_backward_time: 65.2569961548, weight_update_time: 0.1361676455, other_time: 3.4270629883
epoch time: 9.5797510147s, input_fired_time: 0.1959357560, output_fired_time: 0.0000000000, propagate_forward_time: 8.7726583481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6111564636
validation[          , genome  6201] predictions:    9516/  10000 (95.16%), best:    9671/10000 (96.71%), error:      1581.06433, best error:      1099.64063 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 109.4629592896s, input_fired_time: 1.5754384995, output_fired_time: 1.4228228331, propagate_forward_time: 40.4840431213, propagate_backward_time: 62.5575065613, weight_update_time: 0.1357493550, other_time: 3.4231452942
epoch time: 8.4386110306s, input_fired_time: 0.1957011521, output_fired_time: 0.0000000000, propagate_forward_time: 7.6347956657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6081137657
validation[          , genome  6201] predictions:    9667/  10000 (96.67%), best:    9671/10000 (96.71%), error:      1137.73511, best error:      1099.64063 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 111.2769851685s, input_fired_time: 2.5795292854, output_fired_time: 1.4283536673, propagate_forward_time: 39.8082618713, propagate_backward_time: 64.0453948975, weight_update_time: 0.1363621652, other_time: 3.4154510498
epoch time: 8.5278635025s, input_fired_time: 0.1964468360, output_fired_time: 0.0000000000, propagate_forward_time: 7.7321128845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993041992
validation[          , genome  6201] predictions:    9629/  10000 (96.29%), best:    9671/10000 (96.71%), error:      1226.11902, best error:      1099.64063 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 113.9758605957s, input_fired_time: 1.6198769808, output_fired_time: 1.4895431995, propagate_forward_time: 42.9897003174, propagate_backward_time: 64.3359680176, weight_update_time: 0.1474037319, other_time: 3.5407714844
epoch time: 9.9930849075s, input_fired_time: 0.2001902759, output_fired_time: 0.0000000000, propagate_forward_time: 9.1503133774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6425809860
validation[          , genome  6201] predictions:    9668/  10000 (96.68%), best:    9671/10000 (96.71%), error:      1131.18896, best error:      1099.64063 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 113.8651657104s, input_fired_time: 1.5967818499, output_fired_time: 1.5000659227, propagate_forward_time: 40.0958213806, propagate_backward_time: 66.1773910522, weight_update_time: 0.1363821924, other_time: 4.4951095581
epoch time: 9.7191829681s, input_fired_time: 0.1998037547, output_fired_time: 0.0000000000, propagate_forward_time: 8.8991374969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6202421188
validation[          , genome  6201] predictions:    9630/  10000 (96.30%), best:    9671/10000 (96.71%), error:      1168.40491, best error:      1099.64063 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 117.0590896606s, input_fired_time: 1.6515905857, output_fired_time: 2.5242857933, propagate_forward_time: 42.1843338013, propagate_backward_time: 67.1045150757, weight_update_time: 0.1362067610, other_time: 3.5943679810
epoch time: 8.4288482666s, input_fired_time: 0.1952466518, output_fired_time: 0.0000000000, propagate_forward_time: 7.6342225075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993790627
validation[          , genome  6201] predictions:    9620/  10000 (96.20%), best:    9671/10000 (96.71%), error:      1268.76794, best error:      1099.64063 on epoch:    13, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 111.8046951294s, input_fired_time: 1.5769242048, output_fired_time: 1.4360575676, propagate_forward_time: 38.9614715576, propagate_backward_time: 65.4187011719, weight_update_time: 0.1361451447, other_time: 4.4115371704
epoch time: 9.2262010574s, input_fired_time: 0.2247170657, output_fired_time: 0.0000000000, propagate_forward_time: 8.3176774979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838064194
validation[          , genome  6201] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1061.73523, best error:      1061.73523 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 110.3645401001s, input_fired_time: 1.5754996538, output_fired_time: 1.4325692654, propagate_forward_time: 41.9294586182, propagate_backward_time: 62.0486984253, weight_update_time: 0.1356007010, other_time: 3.3783111572
epoch time: 9.7334527969s, input_fired_time: 0.2035325617, output_fired_time: 0.0000000000, propagate_forward_time: 8.8985624313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6313581467
validation[          , genome  6201] predictions:    9628/  10000 (96.28%), best:    9684/10000 (96.84%), error:      1220.16345, best error:      1061.73523 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 109.7632217407s, input_fired_time: 1.5676198006, output_fired_time: 1.4260864258, propagate_forward_time: 40.5579032898, propagate_backward_time: 61.7957572937, weight_update_time: 1.1446714401, other_time: 4.4158515930
epoch time: 9.8475656509s, input_fired_time: 0.1992246509, output_fired_time: 0.0000000000, propagate_forward_time: 9.0285377502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198034286
validation[          , genome  6201] predictions:    9667/  10000 (96.67%), best:    9684/10000 (96.84%), error:      1107.76428, best error:      1061.73523 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 109.5188903809s, input_fired_time: 1.5774153471, output_fired_time: 1.4275180101, propagate_forward_time: 38.6257209778, propagate_backward_time: 64.4363174438, weight_update_time: 0.1357292235, other_time: 3.4519119263
epoch time: 9.6840839386s, input_fired_time: 0.2026118189, output_fired_time: 0.0000000000, propagate_forward_time: 8.8477144241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6337575912
validation[          , genome  6201] predictions:    9630/  10000 (96.30%), best:    9684/10000 (96.84%), error:      1205.12671, best error:      1061.73523 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 109.4989776611s, input_fired_time: 1.5746248960, output_fired_time: 1.4210579395, propagate_forward_time: 40.4186172485, propagate_backward_time: 62.6779899597, weight_update_time: 0.1355479956, other_time: 3.4066886902
epoch time: 9.5634956360s, input_fired_time: 0.2026142627, output_fired_time: 0.0000000000, propagate_forward_time: 8.7337112427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6271705627
validation[          , genome  6201] predictions:    9413/  10000 (94.13%), best:    9684/10000 (96.84%), error:      1818.88452, best error:      1061.73523 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 109.5901031494s, input_fired_time: 1.5749472380, output_fired_time: 1.4368021488, propagate_forward_time: 38.6202621460, propagate_backward_time: 64.5411453247, weight_update_time: 0.1369789243, other_time: 3.4169464111
epoch time: 9.9268770218s, input_fired_time: 0.2389469296, output_fired_time: 0.0000000000, propagate_forward_time: 9.0468082428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6411218643
validation[          , genome  6201] predictions:    9682/  10000 (96.82%), best:    9684/10000 (96.84%), error:      1064.48169, best error:      1061.73523 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 109.7271347046s, input_fired_time: 1.6092967987, output_fired_time: 1.4390636683, propagate_forward_time: 38.5912666321, propagate_backward_time: 63.6718139648, weight_update_time: 0.1349229217, other_time: 4.4156951904
epoch time: 11.0013647079s, input_fired_time: 0.2303723544, output_fired_time: 0.0000000000, propagate_forward_time: 10.0351829529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7358093262
validation[          , genome  6201] predictions:    9616/  10000 (96.16%), best:    9684/10000 (96.84%), error:      1248.46643, best error:      1061.73523 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 111.2214660645s, input_fired_time: 1.6011613607, output_fired_time: 1.4691336155, propagate_forward_time: 41.2526931763, propagate_backward_time: 63.5020256042, weight_update_time: 0.1353143603, other_time: 3.3964576721
epoch time: 9.6168394089s, input_fired_time: 0.2111493498, output_fired_time: 0.0000000000, propagate_forward_time: 8.7973098755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6083803177
validation[          , genome  6201] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1056.19128, best error:      1056.19128 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 109.5047760010s, input_fired_time: 1.5728689432, output_fired_time: 1.4262194633, propagate_forward_time: 39.6197128296, propagate_backward_time: 63.4781036377, weight_update_time: 0.1361438036, other_time: 3.4078750610
epoch time: 9.7589187622s, input_fired_time: 0.2041077465, output_fired_time: 0.0000000000, propagate_forward_time: 8.9302902222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6245212555
validation[          , genome  6201] predictions:    9541/  10000 (95.41%), best:    9697/10000 (96.97%), error:      1498.51782, best error:      1056.19128 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 109.1047210693s, input_fired_time: 1.5855962038, output_fired_time: 1.4332206249, propagate_forward_time: 39.6991043091, propagate_backward_time: 62.9603080750, weight_update_time: 0.1364784986, other_time: 3.4264945984
epoch time: 9.2288923264s, input_fired_time: 0.1920471936, output_fired_time: 0.0000000000, propagate_forward_time: 8.4424161911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5944290161
validation[          , genome  6201] predictions:    9652/  10000 (96.52%), best:    9697/10000 (96.97%), error:      1116.64868, best error:      1056.19128 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 109.8138504028s, input_fired_time: 1.5760852098, output_fired_time: 1.4261261225, propagate_forward_time: 40.5992012024, propagate_backward_time: 62.7801322937, weight_update_time: 0.1355933845, other_time: 3.4323005676
epoch time: 9.6582374573s, input_fired_time: 0.1973412633, output_fired_time: 0.0000000000, propagate_forward_time: 8.8468980789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6139984131
validation[          , genome  6201] predictions:    9643/  10000 (96.43%), best:    9697/10000 (96.97%), error:      1206.91980, best error:      1056.19128 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 108.8499679565s, input_fired_time: 1.5761922598, output_fired_time: 1.4294919968, propagate_forward_time: 41.1283454895, propagate_backward_time: 61.3154754639, weight_update_time: 0.1354302615, other_time: 3.4004669189
epoch time: 9.5713748932s, input_fired_time: 0.1961478144, output_fired_time: 0.0000000000, propagate_forward_time: 8.7678432465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6073837280
validation[          , genome  6201] predictions:    9563/  10000 (95.63%), best:    9697/10000 (96.97%), error:      1415.49011, best error:      1056.19128 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 116.2612152100s, input_fired_time: 1.6793079376, output_fired_time: 1.4933326244, propagate_forward_time: 42.5896644592, propagate_backward_time: 66.0165557861, weight_update_time: 0.1397006065, other_time: 4.4823608398
epoch time: 8.5614194870s, input_fired_time: 0.1994265020, output_fired_time: 0.0000000000, propagate_forward_time: 7.7457981110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6161947250
validation[          , genome  6201] predictions:    9594/  10000 (95.94%), best:    9697/10000 (96.97%), error:      1372.55969, best error:      1056.19128 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 115.6435317993s, input_fired_time: 1.6350686550, output_fired_time: 1.5151540041, propagate_forward_time: 43.3978500366, propagate_backward_time: 64.5288162231, weight_update_time: 0.1375746429, other_time: 4.5666427612
epoch time: 8.6855583191s, input_fired_time: 0.1935025156, output_fired_time: 0.0000000000, propagate_forward_time: 7.8693909645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6226649284
validation[          , genome  6201] predictions:    9585/  10000 (95.85%), best:    9697/10000 (96.97%), error:      1344.66956, best error:      1056.19128 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 118.8107910156s, input_fired_time: 1.6593128443, output_fired_time: 1.6058782339, propagate_forward_time: 44.7421112061, propagate_backward_time: 67.1330108643, weight_update_time: 0.1454128325, other_time: 3.6704788208
epoch time: 10.1766357422s, input_fired_time: 0.2024891824, output_fired_time: 0.0000000000, propagate_forward_time: 9.3611001968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6130466461
validation[          , genome  6201] predictions:    9542/  10000 (95.42%), best:    9697/10000 (96.97%), error:      1457.27673, best error:      1056.19128 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 112.7385101318s, input_fired_time: 1.6087887287, output_fired_time: 1.4572089911, propagate_forward_time: 42.9366340637, propagate_backward_time: 63.3162536621, weight_update_time: 0.1398358941, other_time: 3.4196319580
epoch time: 9.7702531815s, input_fired_time: 0.2007225305, output_fired_time: 0.0000000000, propagate_forward_time: 8.9489030838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6206274033
validation[          , genome  6201] predictions:    9665/  10000 (96.65%), best:    9697/10000 (96.97%), error:      1108.92175, best error:      1056.19128 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 109.7227935791s, input_fired_time: 1.5721540451, output_fired_time: 1.4350038767, propagate_forward_time: 39.5607528687, propagate_backward_time: 63.7251243591, weight_update_time: 0.1369950622, other_time: 3.4297599792
epoch time: 9.9825105667s, input_fired_time: 0.2069973648, output_fired_time: 0.0000000000, propagate_forward_time: 9.1385583878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6369552612
validation[          , genome  6201] predictions:    9358/  10000 (93.58%), best:    9697/10000 (96.97%), error:      2084.36060, best error:      1056.19128 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 116.9266433716s, input_fired_time: 1.6979784966, output_fired_time: 1.5745657682, propagate_forward_time: 43.2472190857, propagate_backward_time: 65.7332611084, weight_update_time: 0.1765677929, other_time: 4.6736297607
epoch time: 8.2853221893s, input_fired_time: 0.1937385052, output_fired_time: 0.0000000000, propagate_forward_time: 7.4914517403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001315117
validation[          , genome  6201] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1131.70410, best error:      1056.19128 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 119.2410659790s, input_fired_time: 1.6829626560, output_fired_time: 1.5337338448, propagate_forward_time: 42.0677185059, propagate_backward_time: 69.1894836426, weight_update_time: 0.1540832371, other_time: 4.7671661377
epoch time: 9.3925657272s, input_fired_time: 0.1966253221, output_fired_time: 0.0000000000, propagate_forward_time: 8.5820121765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6139278412
validation[          , genome  6201] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:      1021.04272, best error:      1021.04272 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 109.4030685425s, input_fired_time: 1.5717440844, output_fired_time: 2.4375839233, propagate_forward_time: 39.3954811096, propagate_backward_time: 62.5791320801, weight_update_time: 0.1367369443, other_time: 3.4191284180
epoch time: 9.8087892532s, input_fired_time: 0.2023630440, output_fired_time: 0.0000000000, propagate_forward_time: 8.9815540314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6248722076
validation[          , genome  6201] predictions:    9671/  10000 (96.71%), best:    9710/10000 (97.10%), error:      1102.11755, best error:      1021.04272 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 114.4519195557s, input_fired_time: 1.5917299986, output_fired_time: 1.5592213869, propagate_forward_time: 41.4560737610, propagate_backward_time: 66.3752593994, weight_update_time: 0.1421469003, other_time: 3.4696350098
epoch time: 10.5614671707s, input_fired_time: 0.2192930281, output_fired_time: 0.0000000000, propagate_forward_time: 9.6341018677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7080726624
validation[          , genome  6201] predictions:    9664/  10000 (96.64%), best:    9710/10000 (97.10%), error:      1079.19043, best error:      1021.04272 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 110.2105789185s, input_fired_time: 1.5820715427, output_fired_time: 1.4332778454, propagate_forward_time: 40.7578773499, propagate_backward_time: 62.0275459290, weight_update_time: 0.1355772763, other_time: 4.4098014832
epoch time: 9.4451665878s, input_fired_time: 0.1983269155, output_fired_time: 0.0000000000, propagate_forward_time: 8.6426630020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6041765213
validation[          , genome  6201] predictions:    9671/  10000 (96.71%), best:    9710/10000 (97.10%), error:      1071.44336, best error:      1021.04272 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 110.1524505615s, input_fired_time: 1.5671532154, output_fired_time: 1.4309712648, propagate_forward_time: 39.7430305481, propagate_backward_time: 64.0110778809, weight_update_time: 0.1357834786, other_time: 3.4002227783
epoch time: 9.8422002792s, input_fired_time: 0.2005338669, output_fired_time: 0.0000000000, propagate_forward_time: 9.0341358185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6075305939
validation[          , genome  6201] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:       997.96674, best error:       997.96674 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 111.9267578125s, input_fired_time: 1.5915464163, output_fired_time: 1.4303538799, propagate_forward_time: 39.1802330017, propagate_backward_time: 66.2068252563, weight_update_time: 0.1411976665, other_time: 3.5177993774
epoch time: 8.3457250595s, input_fired_time: 0.1947574317, output_fired_time: 0.0000000000, propagate_forward_time: 7.5513005257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996670723
validation[          , genome  6201] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1029.95605, best error:       997.96674 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 111.6491928101s, input_fired_time: 1.5781061649, output_fired_time: 1.4453630447, propagate_forward_time: 41.9358978271, propagate_backward_time: 61.2682609558, weight_update_time: 1.1466418505, other_time: 5.4215583801
epoch time: 8.7399282455s, input_fired_time: 0.2540549338, output_fired_time: 0.0000000000, propagate_forward_time: 7.8564591408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6294140816
validation[          , genome  6201] predictions:    9622/  10000 (96.22%), best:    9687/10000 (96.87%), error:      1250.39514, best error:       997.96674 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 111.1338577271s, input_fired_time: 1.5720206499, output_fired_time: 1.4304552078, propagate_forward_time: 38.7593193054, propagate_backward_time: 65.9601364136, weight_update_time: 0.1360107362, other_time: 3.4119186401
epoch time: 8.4549036026s, input_fired_time: 0.1923276931, output_fired_time: 0.0000000000, propagate_forward_time: 7.6667966843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5957794189
validation[          , genome  6201] predictions:    9577/  10000 (95.77%), best:    9687/10000 (96.87%), error:      1382.91577, best error:       997.96674 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 111.2834091187s, input_fired_time: 1.5803210735, output_fired_time: 1.4331161976, propagate_forward_time: 38.8474082947, propagate_backward_time: 65.9970932007, weight_update_time: 0.1366548687, other_time: 3.4254684448
epoch time: 8.6052665710s, input_fired_time: 0.2068190128, output_fired_time: 0.0000000000, propagate_forward_time: 7.7598428726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6386051178
validation[          , genome  6201] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       897.76709, best error:       897.76709 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 111.0745315552s, input_fired_time: 1.5710896254, output_fired_time: 1.4300345182, propagate_forward_time: 40.6217689514, propagate_backward_time: 64.0195236206, weight_update_time: 0.1362477839, other_time: 3.4321212769
epoch time: 8.3549032211s, input_fired_time: 0.1937551945, output_fired_time: 0.0000000000, propagate_forward_time: 7.5615310669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996170044
validation[          , genome  6201] predictions:    9662/  10000 (96.62%), best:    9724/10000 (97.24%), error:      1073.71228, best error:       897.76709 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 111.1309738159s, input_fired_time: 1.5747008324, output_fired_time: 2.4383888245, propagate_forward_time: 41.8018226624, propagate_backward_time: 61.9183998108, weight_update_time: 0.1362302303, other_time: 3.3976707458
epoch time: 8.7673511505s, input_fired_time: 0.2025785744, output_fired_time: 0.0000000000, propagate_forward_time: 7.9028453827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6619272232
validation[          , genome  6201] predictions:    9655/  10000 (96.55%), best:    9724/10000 (97.24%), error:      1139.75366, best error:       897.76709 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 111.0977706909s, input_fired_time: 1.5747823715, output_fired_time: 1.4386526346, propagate_forward_time: 42.6283264160, propagate_backward_time: 61.0375976563, weight_update_time: 0.1357639879, other_time: 4.4184112549
epoch time: 8.3539257050s, input_fired_time: 0.1929326952, output_fired_time: 0.0000000000, propagate_forward_time: 7.5741367340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5868558884
validation[          , genome  6201] predictions:    9676/  10000 (96.76%), best:    9724/10000 (97.24%), error:      1081.24146, best error:       897.76709 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 110.6577301025s, input_fired_time: 1.5696982145, output_fired_time: 1.4214428663, propagate_forward_time: 38.5308189392, propagate_backward_time: 64.7377166748, weight_update_time: 0.1354174018, other_time: 4.3980560303
epoch time: 8.4208145142s, input_fired_time: 0.1948772520, output_fired_time: 0.0000000000, propagate_forward_time: 7.6261253357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5998115540
validation[          , genome  6201] predictions:    9598/  10000 (95.98%), best:    9724/10000 (97.24%), error:      1298.24438, best error:       897.76709 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 111.4852600098s, input_fired_time: 1.5896656513, output_fired_time: 1.4334703684, propagate_forward_time: 40.8604507446, propagate_backward_time: 64.0787048340, weight_update_time: 0.1378942281, other_time: 3.5229644775
epoch time: 8.4158935547s, input_fired_time: 0.1967606544, output_fired_time: 0.0000000000, propagate_forward_time: 7.6151809692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6039524078
validation[          , genome  6201] predictions:    9679/  10000 (96.79%), best:    9724/10000 (97.24%), error:      1033.15540, best error:       897.76709 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 110.9618225098s, input_fired_time: 1.6032063961, output_fired_time: 1.4301836491, propagate_forward_time: 40.6362838745, propagate_backward_time: 62.8550949097, weight_update_time: 0.1497087628, other_time: 4.4370574951
epoch time: 8.5149803162s, input_fired_time: 0.1973832399, output_fired_time: 0.0000000000, propagate_forward_time: 7.7129759789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6046214104
validation[          , genome  6201] predictions:    9697/  10000 (96.97%), best:    9724/10000 (97.24%), error:      1011.51630, best error:       897.76709 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 111.2082519531s, input_fired_time: 1.5830093622, output_fired_time: 1.4614866972, propagate_forward_time: 38.7747802734, propagate_backward_time: 64.9837265015, weight_update_time: 0.1354511827, other_time: 4.4052505493
epoch time: 8.4493379593s, input_fired_time: 0.1985570788, output_fired_time: 0.0000000000, propagate_forward_time: 7.6482172012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6025638580
validation[          , genome  6201] predictions:    9692/  10000 (96.92%), best:    9724/10000 (97.24%), error:      1047.99194, best error:       897.76709 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 112.0982513428s, input_fired_time: 1.5887235403, output_fired_time: 1.4629421234, propagate_forward_time: 41.0478210449, propagate_backward_time: 64.5058288574, weight_update_time: 0.1364246756, other_time: 3.4929351807
epoch time: 8.5095510483s, input_fired_time: 0.1957754195, output_fired_time: 0.0000000000, propagate_forward_time: 7.7150111198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987648964
validation[          , genome  6201] predictions:    9657/  10000 (96.57%), best:    9724/10000 (97.24%), error:      1109.42847, best error:       897.76709 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 110.7321701050s, input_fired_time: 1.5796717405, output_fired_time: 1.4280755520, propagate_forward_time: 39.3868293762, propagate_backward_time: 64.9246215820, weight_update_time: 0.1362868845, other_time: 3.4129638672
epoch time: 8.7858209610s, input_fired_time: 0.1946626008, output_fired_time: 0.0000000000, propagate_forward_time: 7.9401202202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6510376930
validation[          , genome  6201] predictions:    9572/  10000 (95.72%), best:    9724/10000 (97.24%), error:      1402.53491, best error:       897.76709 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 113.0813369751s, input_fired_time: 1.6277378798, output_fired_time: 1.4867736101, propagate_forward_time: 41.7045707703, propagate_backward_time: 64.7896041870, weight_update_time: 0.1349614561, other_time: 3.4726486206
epoch time: 8.4048604965s, input_fired_time: 0.1956889331, output_fired_time: 0.0000000000, propagate_forward_time: 7.6124877930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5966835022
validation[          , genome  6201] predictions:    9574/  10000 (95.74%), best:    9724/10000 (97.24%), error:      1420.96057, best error:       897.76709 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 113.7319107056s, input_fired_time: 3.6297414303, output_fired_time: 1.4629015923, propagate_forward_time: 41.6488151550, propagate_backward_time: 62.5290489197, weight_update_time: 0.1355087757, other_time: 4.4614143372
epoch time: 8.4730463028s, input_fired_time: 0.1963012964, output_fired_time: 0.0000000000, propagate_forward_time: 7.6788768768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978679657
validation[          , genome  6201] predictions:    9670/  10000 (96.70%), best:    9724/10000 (97.24%), error:      1082.20752, best error:       897.76709 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 116.5835113525s, input_fired_time: 1.6286038160, output_fired_time: 2.5073864460, propagate_forward_time: 43.7928085327, propagate_backward_time: 65.0944824219, weight_update_time: 0.1362858713, other_time: 3.5602340698
epoch time: 9.7771396637s, input_fired_time: 0.2125954181, output_fired_time: 0.0000000000, propagate_forward_time: 8.9445629120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199817657
validation[          , genome  6201] predictions:    9699/  10000 (96.99%), best:    9724/10000 (97.24%), error:      1031.22668, best error:       897.76709 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 109.8419342041s, input_fired_time: 1.5672408342, output_fired_time: 1.4254189730, propagate_forward_time: 40.5439834595, propagate_backward_time: 62.9097709656, weight_update_time: 0.1372418106, other_time: 3.3955192566
epoch time: 9.8021097183s, input_fired_time: 0.2049687952, output_fired_time: 0.0000000000, propagate_forward_time: 8.9774675369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196737289
validation[          , genome  6201] predictions:    9700/  10000 (97.00%), best:    9724/10000 (97.24%), error:      1014.87793, best error:       897.76709 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 111.4232330322s, input_fired_time: 1.5808161497, output_fired_time: 1.4569919109, propagate_forward_time: 41.1915931702, propagate_backward_time: 63.7615394592, weight_update_time: 0.1363793314, other_time: 3.4322929382
epoch time: 9.7970428467s, input_fired_time: 0.2014335692, output_fired_time: 0.0000000000, propagate_forward_time: 8.9698095322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6258001328
validation[          , genome  6201] predictions:    9692/  10000 (96.92%), best:    9724/10000 (97.24%), error:      1013.15686, best error:       897.76709 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 121.7575225830s, input_fired_time: 1.6761844158, output_fired_time: 1.6386861801, propagate_forward_time: 44.9305686951, propagate_backward_time: 69.8451461792, weight_update_time: 0.1704447269, other_time: 3.6669387817
epoch time: 8.4397249222s, input_fired_time: 0.1945322305, output_fired_time: 0.0000000000, propagate_forward_time: 7.6400227547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051697731
validation[          , genome  6201] predictions:    9680/  10000 (96.80%), best:    9724/10000 (97.24%), error:      1034.44519, best error:       897.76709 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 111.7448120117s, input_fired_time: 1.5887243748, output_fired_time: 1.4497663975, propagate_forward_time: 42.9286956787, propagate_backward_time: 62.3600463867, weight_update_time: 0.1364490986, other_time: 3.4175796509
epoch time: 8.9215078354s, input_fired_time: 0.1967538148, output_fired_time: 0.0000000000, propagate_forward_time: 8.0375175476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872367859
validation[          , genome  6201] predictions:    9708/  10000 (97.08%), best:    9724/10000 (97.24%), error:       991.01526, best error:       897.76709 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 111.7109069824s, input_fired_time: 1.5765907764, output_fired_time: 1.4330875874, propagate_forward_time: 40.9154777527, propagate_backward_time: 64.3253479004, weight_update_time: 0.1356613338, other_time: 3.4604034424
epoch time: 8.2679128647s, input_fired_time: 0.1945908517, output_fired_time: 0.0000000000, propagate_forward_time: 7.4760742188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5972480774
validation[          , genome  6201] predictions:    9645/  10000 (96.45%), best:    9724/10000 (97.24%), error:      1183.67749, best error:       897.76709 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 111.3966903687s, input_fired_time: 2.6014831066, output_fired_time: 1.4406707287, propagate_forward_time: 40.7974433899, propagate_backward_time: 62.1145553589, weight_update_time: 0.1369348764, other_time: 4.4425277710
epoch time: 8.4550905228s, input_fired_time: 0.1955334842, output_fired_time: 0.0000000000, propagate_forward_time: 7.6574425697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6021142006
validation[          , genome  6201] predictions:    9638/  10000 (96.38%), best:    9724/10000 (97.24%), error:      1224.22290, best error:       897.76709 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 110.8054199219s, input_fired_time: 2.5899274349, output_fired_time: 1.4264345169, propagate_forward_time: 39.5800437927, propagate_backward_time: 63.7827911377, weight_update_time: 0.1352024227, other_time: 3.4262237549
epoch time: 9.2409296036s, input_fired_time: 0.1972659528, output_fired_time: 0.0000000000, propagate_forward_time: 8.2924528122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7512111664
validation[          , genome  6201] predictions:    9685/  10000 (96.85%), best:    9724/10000 (97.24%), error:      1064.06763, best error:       897.76709 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 111.8751525879s, input_fired_time: 1.5890768766, output_fired_time: 1.4368051291, propagate_forward_time: 41.0103416443, propagate_backward_time: 64.3575820923, weight_update_time: 0.1368680000, other_time: 3.4813461304
epoch time: 9.4698314667s, input_fired_time: 0.2005885690, output_fired_time: 0.0000000000, propagate_forward_time: 8.6680088043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6012344360
validation[          , genome  6201] predictions:    9703/  10000 (97.03%), best:    9724/10000 (97.24%), error:      1044.37219, best error:       897.76709 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 116.5866928101s, input_fired_time: 1.6719951630, output_fired_time: 1.5248713493, propagate_forward_time: 43.9922790527, propagate_backward_time: 65.7521896362, weight_update_time: 0.1477224529, other_time: 3.6453552246
epoch time: 11.6293048859s, input_fired_time: 0.2478612810, output_fired_time: 0.0000000000, propagate_forward_time: 10.5476293564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8338146210
validation[          , genome  6201] predictions:    9664/  10000 (96.64%), best:    9724/10000 (97.24%), error:      1079.86646, best error:       897.76709 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 110.9990158081s, input_fired_time: 1.5748167038, output_fired_time: 1.4226171970, propagate_forward_time: 42.6885795593, propagate_backward_time: 61.8825454712, weight_update_time: 0.1369222254, other_time: 3.4304580688
epoch time: 8.6789541245s, input_fired_time: 0.2015957683, output_fired_time: 0.0000000000, propagate_forward_time: 7.8490405083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283183098
validation[          , genome  6201] predictions:    9705/  10000 (97.05%), best:    9724/10000 (97.24%), error:       949.31683, best error:       897.76709 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 112.8006591797s, input_fired_time: 1.5877770185, output_fired_time: 2.4660489559, propagate_forward_time: 41.2315063477, propagate_backward_time: 63.9924316406, weight_update_time: 0.1366416663, other_time: 3.5228958130
epoch time: 8.3939676285s, input_fired_time: 0.1971472055, output_fired_time: 0.0000000000, propagate_forward_time: 7.6053686142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5914516449
validation[          , genome  6201] predictions:    9703/  10000 (97.03%), best:    9724/10000 (97.24%), error:      1000.32184, best error:       897.76709 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 115.2128372192s, input_fired_time: 1.6589417458, output_fired_time: 1.5450693369, propagate_forward_time: 44.0532112122, propagate_backward_time: 64.4522476196, weight_update_time: 0.1398017108, other_time: 3.5033645630
epoch time: 8.4937276840s, input_fired_time: 0.1993624717, output_fired_time: 0.0000000000, propagate_forward_time: 7.6979556084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964093208
validation[          , genome  6201] predictions:    9640/  10000 (96.40%), best:    9724/10000 (97.24%), error:      1210.39233, best error:       897.76709 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 111.1096572876s, input_fired_time: 1.5861582756, output_fired_time: 1.4292478561, propagate_forward_time: 41.7495155334, propagate_backward_time: 61.9217033386, weight_update_time: 0.1358728260, other_time: 4.4230384827
epoch time: 8.2101583481s, input_fired_time: 0.1937849522, output_fired_time: 0.0000000000, propagate_forward_time: 7.4188723564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975012779
validation[          , genome  6201] predictions:    9711/  10000 (97.11%), best:    9724/10000 (97.24%), error:      1020.21637, best error:       897.76709 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 110.9807281494s, input_fired_time: 1.5830309391, output_fired_time: 1.4423922300, propagate_forward_time: 39.6928558350, propagate_backward_time: 64.8551788330, weight_update_time: 0.1357268244, other_time: 3.4072723389
epoch time: 8.4152021408s, input_fired_time: 0.1975885034, output_fired_time: 0.0000000000, propagate_forward_time: 7.6204042435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5972089767
validation[          , genome  6201] predictions:    9705/  10000 (97.05%), best:    9724/10000 (97.24%), error:       960.65649, best error:       897.76709 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 111.1035995483s, input_fired_time: 1.5837131739, output_fired_time: 1.4433640242, propagate_forward_time: 40.6908683777, propagate_backward_time: 63.9566650391, weight_update_time: 0.1363454759, other_time: 3.4289855957
epoch time: 8.4683122635s, input_fired_time: 0.1972459108, output_fired_time: 0.0000000000, propagate_forward_time: 7.6589460373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6121206284
validation[          , genome  6201] predictions:    9615/  10000 (96.15%), best:    9724/10000 (97.24%), error:      1273.63696, best error:       897.76709 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 116.8846435547s, input_fired_time: 1.7024651766, output_fired_time: 1.4862843752, propagate_forward_time: 43.6507186890, propagate_backward_time: 65.4525146484, weight_update_time: 0.1360977739, other_time: 4.5926589966
epoch time: 9.8632154465s, input_fired_time: 0.2091891766, output_fired_time: 0.0000000000, propagate_forward_time: 9.0121440887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6418819427
validation[          , genome  6201] predictions:    9673/  10000 (96.73%), best:    9724/10000 (97.24%), error:      1098.52808, best error:       897.76709 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 109.7458496094s, input_fired_time: 1.5739681721, output_fired_time: 1.4345326424, propagate_forward_time: 39.5450210571, propagate_backward_time: 63.7885398865, weight_update_time: 0.1357337385, other_time: 3.4037895203
epoch time: 9.8219900131s, input_fired_time: 0.2045260519, output_fired_time: 0.0000000000, propagate_forward_time: 8.9942970276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6231670380
validation[          , genome  6201] predictions:    9638/  10000 (96.38%), best:    9724/10000 (97.24%), error:      1201.16138, best error:       897.76709 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 109.9455184937s, input_fired_time: 1.5791295767, output_fired_time: 1.4306625128, propagate_forward_time: 41.6736869812, propagate_backward_time: 60.8372116089, weight_update_time: 0.1354668736, other_time: 4.4248275757
epoch time: 9.4597415924s, input_fired_time: 0.1983053833, output_fired_time: 0.0000000000, propagate_forward_time: 8.6554021835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060342789
validation[          , genome  6201] predictions:    9680/  10000 (96.80%), best:    9724/10000 (97.24%), error:      1053.81714, best error:       897.76709 on epoch:    53, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 110.6946563721s, input_fired_time: 1.5811054707, output_fired_time: 1.4338628054, propagate_forward_time: 40.8347778320, propagate_backward_time: 63.3993721008, weight_update_time: 0.1368561834, other_time: 3.4455375671
epoch time: 9.9265890121s, input_fired_time: 0.2028820664, output_fired_time: 0.0000000000, propagate_forward_time: 9.1111984253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6125087738
validation[          , genome  6201] predictions:    9691/  10000 (96.91%), best:    9724/10000 (97.24%), error:      1053.53015, best error:       897.76709 on epoch:    53, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 112.3238830566s, input_fired_time: 1.5808337927, output_fired_time: 1.4474054575, propagate_forward_time: 41.7422332764, propagate_backward_time: 64.1276779175, weight_update_time: 0.1353944987, other_time: 3.4257354736
epoch time: 9.7147331238s, input_fired_time: 0.2027506530, output_fired_time: 0.0000000000, propagate_forward_time: 8.8946952820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6172876358
validation[          , genome  6201] predictions:    9706/  10000 (97.06%), best:    9724/10000 (97.24%), error:      1005.15314, best error:       897.76709 on epoch:    53, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 116.2814025879s, input_fired_time: 1.6675958633, output_fired_time: 1.4925796986, propagate_forward_time: 43.5399208069, propagate_backward_time: 64.9068222046, weight_update_time: 0.1446303725, other_time: 4.6744918823
epoch time: 8.7367305756s, input_fired_time: 0.1971256584, output_fired_time: 0.0000000000, propagate_forward_time: 7.9506549835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5889501572
validation[          , genome  6201] predictions:    9698/  10000 (96.98%), best:    9724/10000 (97.24%), error:      1015.50293, best error:       897.76709 on epoch:    53, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 112.3885803223s, input_fired_time: 2.6131482124, output_fired_time: 3.4497015476, propagate_forward_time: 39.1597518921, propagate_backward_time: 63.7096328735, weight_update_time: 0.1369398087, other_time: 3.4563446045
epoch time: 8.3706312180s, input_fired_time: 0.1991347671, output_fired_time: 0.0000000000, propagate_forward_time: 7.5657196045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6057767868
validation[          , genome  6201] predictions:    9646/  10000 (96.46%), best:    9724/10000 (97.24%), error:      1207.19812, best error:       897.76709 on epoch:    53, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 111.7410888672s, input_fired_time: 1.5837404728, output_fired_time: 1.4422982931, propagate_forward_time: 42.0418167114, propagate_backward_time: 63.2486572266, weight_update_time: 0.1359584481, other_time: 3.4245758057
epoch time: 8.5912837982s, input_fired_time: 0.1964542270, output_fired_time: 0.0000000000, propagate_forward_time: 7.7849903107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6098394394
validation[          , genome  6201] predictions:    9644/  10000 (96.44%), best:    9724/10000 (97.24%), error:      1158.56238, best error:       897.76709 on epoch:    53, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 110.4873275757s, input_fired_time: 1.5716956854, output_fired_time: 1.4203461409, propagate_forward_time: 39.3190765381, propagate_backward_time: 63.7432975769, weight_update_time: 0.1389307231, other_time: 4.4329109192
epoch time: 8.5459470749s, input_fired_time: 0.1982770562, output_fired_time: 0.0000000000, propagate_forward_time: 7.7515187263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961508751
validation[          , genome  6201] predictions:    9708/  10000 (97.08%), best:    9724/10000 (97.24%), error:       991.94067, best error:       897.76709 on epoch:    53, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 111.4321441650s, input_fired_time: 1.5852994919, output_fired_time: 1.4346814156, propagate_forward_time: 40.8493499756, propagate_backward_time: 64.1333541870, weight_update_time: 0.1369695365, other_time: 3.4294586182
epoch time: 8.4743204117s, input_fired_time: 0.1953938007, output_fired_time: 0.0000000000, propagate_forward_time: 7.6838326454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950942039
validation[          , genome  6201] predictions:    9698/  10000 (96.98%), best:    9724/10000 (97.24%), error:      1061.39966, best error:       897.76709 on epoch:    53, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 113.4079589844s, input_fired_time: 1.6068309546, output_fired_time: 1.4794421196, propagate_forward_time: 41.5362319946, propagate_backward_time: 65.2930374146, weight_update_time: 0.1359057277, other_time: 3.4924163818
epoch time: 8.5435323715s, input_fired_time: 0.1984872073, output_fired_time: 0.0000000000, propagate_forward_time: 7.7368202209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6082248688
validation[          , genome  6201] predictions:    9533/  10000 (95.33%), best:    9724/10000 (97.24%), error:      1568.20215, best error:       897.76709 on epoch:    53, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 110.4175643921s, input_fired_time: 1.5767098665, output_fired_time: 1.4374163151, propagate_forward_time: 41.8276824951, propagate_backward_time: 61.2973785400, weight_update_time: 0.1348882169, other_time: 4.2783737183
epoch time: 10.5336380005s, input_fired_time: 0.2051402777, output_fired_time: 0.0000000000, propagate_forward_time: 9.5502424240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7782554626
validation[          , genome  6201] predictions:    9704/  10000 (97.04%), best:    9724/10000 (97.24%), error:       996.32281, best error:       897.76709 on epoch:    53, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 110.7569274902s, input_fired_time: 1.5783550739, output_fired_time: 1.4321227074, propagate_forward_time: 40.9725532532, propagate_backward_time: 63.3503532410, weight_update_time: 0.1554286927, other_time: 3.4235420227
epoch time: 9.9544992447s, input_fired_time: 0.2117011547, output_fired_time: 0.0000000000, propagate_forward_time: 9.0849428177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578550339
validation[          , genome  6201] predictions:    9666/  10000 (96.66%), best:    9724/10000 (97.24%), error:      1129.00000, best error:       897.76709 on epoch:    53, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 115.1250686646s, input_fired_time: 1.6795685291, output_fired_time: 1.4927338362, propagate_forward_time: 41.6138916016, propagate_backward_time: 66.7651824951, weight_update_time: 0.1365526766, other_time: 3.5736923218
epoch time: 9.7891407013s, input_fired_time: 0.2019555271, output_fired_time: 0.0000000000, propagate_forward_time: 7.9453063011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6418786049
validation[          , genome  6201] predictions:    9699/  10000 (96.99%), best:    9724/10000 (97.24%), error:      1030.84290, best error:       897.76709 on epoch:    53, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 109.8839035034s, input_fired_time: 1.5765126944, output_fired_time: 1.4349060059, propagate_forward_time: 39.8578033447, propagate_backward_time: 63.6143226624, weight_update_time: 0.1359634250, other_time: 3.4003562927
epoch time: 11.7896232605s, input_fired_time: 0.2218396217, output_fired_time: 0.0000000000, propagate_forward_time: 10.6938438416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8739395142
validation[          , genome  6201] predictions:    9721/  10000 (97.21%), best:    9724/10000 (97.24%), error:       947.56122, best error:       897.76709 on epoch:    53, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 112.0623016357s, input_fired_time: 2.6183235645, output_fired_time: 1.4511564970, propagate_forward_time: 40.8768920898, propagate_backward_time: 63.6283416748, weight_update_time: 0.1376229525, other_time: 3.4875869751
epoch time: 8.5122194290s, input_fired_time: 0.1967997551, output_fired_time: 0.0000000000, propagate_forward_time: 7.6994233131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159968376
validation[          , genome  6201] predictions:    9681/  10000 (96.81%), best:    9724/10000 (97.24%), error:      1125.12976, best error:       897.76709 on epoch:    53, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 121.2910308838s, input_fired_time: 1.7358192205, output_fired_time: 1.5360001326, propagate_forward_time: 44.8525810242, propagate_backward_time: 69.3601913452, weight_update_time: 0.1395377070, other_time: 3.8064346313
epoch time: 9.7508640289s, input_fired_time: 0.2051745504, output_fired_time: 0.0000000000, propagate_forward_time: 8.9241123199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6215772629
validation[          , genome  6201] predictions:    9719/  10000 (97.19%), best:    9724/10000 (97.24%), error:       983.95880, best error:       897.76709 on epoch:    53, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 110.2969131470s, input_fired_time: 1.5839253664, output_fired_time: 1.4589138031, propagate_forward_time: 40.8055191040, propagate_backward_time: 63.0129318237, weight_update_time: 0.1363963336, other_time: 3.4356231689
epoch time: 10.1305723190s, input_fired_time: 0.2164815664, output_fired_time: 0.0000000000, propagate_forward_time: 9.2582197189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6558713913
validation[          , genome  6201] predictions:    9693/  10000 (96.93%), best:    9724/10000 (97.24%), error:      1027.76550, best error:       897.76709 on epoch:    53, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 112.0224227905s, input_fired_time: 1.5918266773, output_fired_time: 2.4829545021, propagate_forward_time: 41.4923629761, propagate_backward_time: 62.9544601440, weight_update_time: 0.1373347193, other_time: 3.5008163452
epoch time: 9.7958202362s, input_fired_time: 0.2043055743, output_fired_time: 0.0000000000, propagate_forward_time: 8.9151401520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6763744354
validation[          , genome  6201] predictions:    9684/  10000 (96.84%), best:    9724/10000 (97.24%), error:      1070.39380, best error:       897.76709 on epoch:    53, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 114.1645584106s, input_fired_time: 1.6174950600, output_fired_time: 1.4827200174, propagate_forward_time: 41.8865203857, propagate_backward_time: 65.7385559082, weight_update_time: 0.1358461678, other_time: 3.4392700195
epoch time: 8.8551940918s, input_fired_time: 0.2037675381, output_fired_time: 0.0000000000, propagate_forward_time: 8.0070142746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6444120407
validation[          , genome  6201] predictions:    9723/  10000 (97.23%), best:    9724/10000 (97.24%), error:       978.39124, best error:       897.76709 on epoch:    53, 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: 45.3671531677s, input_fired_time: 1.0025383234, output_fired_time: 0.0000000000, propagate_forward_time: 41.1689720154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1956443787
best training[          , genome  6201] predictions:   49228/  50000 (98.46%), best:    9724/10000 (97.24%), error:      2812.41357, best error:       897.76709 on epoch:    53, 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: 9.5303516388s, input_fired_time: 0.1973861754, output_fired_time: 0.0000000000, propagate_forward_time: 8.7261238098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068420410
   testing[          , genome  6201] predictions:    9732/  10000 (97.32%), best:    9724/10000 (97.24%), error:       871.60144, best error:       897.76709 on epoch:    53, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:27:24 (7084): called boinc_finish(0)

</stderr_txt>
]]>