Nameexact_genome_1512568488_42_6742_1
Workunit2604939
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline13 Dec 2017, 23:46:11 UTC
Received8 Dec 2017, 12:26:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 25 min 50 sec
CPU time3 hours 24 min 43 sec
Validate stateValid
Credit1,521.73
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.89 MB
Peak swap size160.24 MB
Peak disk usage2.41 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.7166156769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5699043274
validation[          , genome  6742] predictions:    9682/  10000 (96.82%), best:    9703/10000 (97.03%), error:      1021.77356, best error:       973.82257 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 112.0529327393s, input_fired_time: 1.2817003727, output_fired_time: 1.1571483612, propagate_forward_time: 42.6583938599, propagate_backward_time: 63.8945350647, weight_update_time: 0.1629923135, other_time: 3.0611534119
epoch time: 9.1615295410s, input_fired_time: 0.1618846953, output_fired_time: 0.0000000000, propagate_forward_time: 8.4625616074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370836258
validation[          , genome  6742] predictions:    9675/  10000 (96.75%), best:    9703/10000 (97.03%), error:      1116.99829, best error:       973.82257 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 110.9811935425s, input_fired_time: 1.2791574001, output_fired_time: 1.1613914967, propagate_forward_time: 42.2148666382, propagate_backward_time: 63.2514724731, weight_update_time: 0.1672339886, other_time: 3.0743026733
epoch time: 9.0652999878s, input_fired_time: 0.1607218087, output_fired_time: 0.0000000000, propagate_forward_time: 8.3684949875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360832214
validation[          , genome  6742] predictions:    9657/  10000 (96.57%), best:    9703/10000 (97.03%), error:      1120.52234, best error:       973.82257 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 111.4888305664s, input_fired_time: 1.2782367468, output_fired_time: 1.1479406357, propagate_forward_time: 42.4383354187, propagate_backward_time: 63.5671997070, weight_update_time: 0.1581872404, other_time: 3.0571136475
epoch time: 9.0702896118s, input_fired_time: 0.1605135202, output_fired_time: 0.0000000000, propagate_forward_time: 8.3788576126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309181213
validation[          , genome  6742] predictions:    9675/  10000 (96.75%), best:    9703/10000 (97.03%), error:      1063.24792, best error:       973.82257 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 111.7335891724s, input_fired_time: 1.2786484957, output_fired_time: 1.1623041630, propagate_forward_time: 42.5971488953, propagate_backward_time: 63.5978240967, weight_update_time: 0.1622090638, other_time: 3.0976562500
epoch time: 9.2729749680s, input_fired_time: 0.1626281142, output_fired_time: 0.0000000000, propagate_forward_time: 8.5809516907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293951035
validation[          , genome  6742] predictions:    9659/  10000 (96.59%), best:    9703/10000 (97.03%), error:      1197.65564, best error:       973.82257 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 111.0044326782s, input_fired_time: 1.2707492113, output_fired_time: 1.1440912485, propagate_forward_time: 42.3007316589, propagate_backward_time: 63.1930541992, weight_update_time: 0.1592367440, other_time: 3.0958099365
epoch time: 9.1124343872s, input_fired_time: 0.1616850346, output_fired_time: 0.0000000000, propagate_forward_time: 8.4176368713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331125259
validation[          , genome  6742] predictions:    9666/  10000 (96.66%), best:    9703/10000 (97.03%), error:      1039.70203, best error:       973.82257 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 110.1521301270s, input_fired_time: 1.2724673748, output_fired_time: 1.1427581310, propagate_forward_time: 41.8496017456, propagate_backward_time: 62.7955741882, weight_update_time: 0.1596029848, other_time: 3.0917243958
epoch time: 9.2341079712s, input_fired_time: 0.1583649069, output_fired_time: 0.0000000000, propagate_forward_time: 8.5497407913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5260019302
validation[          , genome  6742] predictions:    9664/  10000 (96.64%), best:    9703/10000 (97.03%), error:      1094.87415, best error:       973.82257 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 110.8090362549s, input_fired_time: 1.2883049250, output_fired_time: 1.1406250000, propagate_forward_time: 42.0473022461, propagate_backward_time: 63.2328071594, weight_update_time: 0.1596926600, other_time: 3.0999946594
epoch time: 9.2547044754s, input_fired_time: 0.1664205343, output_fired_time: 0.0000000000, propagate_forward_time: 8.5573549271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309286118
validation[          , genome  6742] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       894.93140, best error:       894.93140 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 111.0986709595s, input_fired_time: 1.2749515772, output_fired_time: 1.1620919704, propagate_forward_time: 42.4339447021, propagate_backward_time: 63.1376800537, weight_update_time: 0.1599237025, other_time: 3.0900039673
epoch time: 9.3572721481s, input_fired_time: 0.1691533923, output_fired_time: 0.0000000000, propagate_forward_time: 8.6482028961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399160385
validation[          , genome  6742] predictions:    9662/  10000 (96.62%), best:    9738/10000 (97.38%), error:      1124.55981, best error:       894.93140 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 111.3448181152s, input_fired_time: 1.2713671923, output_fired_time: 1.1458868980, propagate_forward_time: 42.3945007324, propagate_backward_time: 63.5048103333, weight_update_time: 0.1576961130, other_time: 3.0282478333
epoch time: 9.2255239487s, input_fired_time: 0.1643665135, output_fired_time: 0.0000000000, propagate_forward_time: 8.5387783051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5223789215
validation[          , genome  6742] predictions:    9698/  10000 (96.98%), best:    9738/10000 (97.38%), error:      1012.01556, best error:       894.93140 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 111.1473541260s, input_fired_time: 1.3035856485, output_fired_time: 1.1518356800, propagate_forward_time: 42.2417831421, propagate_backward_time: 63.3443908691, weight_update_time: 0.1615911871, other_time: 3.1057586670
epoch time: 9.0415296555s, input_fired_time: 0.1606901288, output_fired_time: 0.0000000000, propagate_forward_time: 8.3464889526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343503952
validation[          , genome  6742] predictions:    9706/  10000 (97.06%), best:    9738/10000 (97.38%), error:       997.02795, best error:       894.93140 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 112.2485809326s, input_fired_time: 1.2666732073, output_fired_time: 1.1667305231, propagate_forward_time: 42.8324661255, propagate_backward_time: 63.9252090454, weight_update_time: 0.1654614210, other_time: 3.0575027466
epoch time: 9.2048740387s, input_fired_time: 0.1616514027, output_fired_time: 0.0000000000, propagate_forward_time: 8.5206613541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5225610733
validation[          , genome  6742] predictions:    9670/  10000 (96.70%), best:    9738/10000 (97.38%), error:      1086.95691, best error:       894.93140 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 110.9808273315s, input_fired_time: 1.2802087069, output_fired_time: 1.1512869596, propagate_forward_time: 42.2641944885, propagate_backward_time: 63.1772384644, weight_update_time: 0.1658515185, other_time: 3.1079025269
epoch time: 9.2092514038s, input_fired_time: 0.1575256288, output_fired_time: 0.0000000000, propagate_forward_time: 8.5338802338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178451538
validation[          , genome  6742] predictions:    9523/  10000 (95.23%), best:    9738/10000 (97.38%), error:      1445.79102, best error:       894.93140 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 112.9900054932s, input_fired_time: 1.2692784071, output_fired_time: 1.1614972353, propagate_forward_time: 43.0925140381, propagate_backward_time: 64.4108810425, weight_update_time: 0.1587307900, other_time: 3.0558319092
epoch time: 9.0374050140s, input_fired_time: 0.1615386158, output_fired_time: 0.0000000000, propagate_forward_time: 8.3395757675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362901688
validation[          , genome  6742] predictions:    9661/  10000 (96.61%), best:    9738/10000 (97.38%), error:      1104.00757, best error:       894.93140 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 111.7006378174s, input_fired_time: 1.2992349863, output_fired_time: 1.1838135719, propagate_forward_time: 42.5130615234, propagate_backward_time: 63.6258850098, weight_update_time: 0.1593373120, other_time: 3.0786437988
epoch time: 9.2413682938s, input_fired_time: 0.1628004014, output_fired_time: 0.0000000000, propagate_forward_time: 8.5351037979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434637070
validation[          , genome  6742] predictions:    9681/  10000 (96.81%), best:    9738/10000 (97.38%), error:      1092.16089, best error:       894.93140 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 113.9348220825s, input_fired_time: 1.3174803257, output_fired_time: 1.1828759909, propagate_forward_time: 43.3636131287, propagate_backward_time: 64.9439849854, weight_update_time: 0.1625902206, other_time: 3.1268615723
epoch time: 9.2864236832s, input_fired_time: 0.1613096744, output_fired_time: 0.0000000000, propagate_forward_time: 8.5811223984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439920425
validation[          , genome  6742] predictions:    9713/  10000 (97.13%), best:    9738/10000 (97.38%), error:       996.02020, best error:       894.93140 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 110.8118972778s, input_fired_time: 1.2861006260, output_fired_time: 1.1536864042, propagate_forward_time: 42.1419715881, propagate_backward_time: 63.1230087280, weight_update_time: 0.1607608944, other_time: 3.1071243286
epoch time: 9.0044450760s, input_fired_time: 0.1590717733, output_fired_time: 0.0000000000, propagate_forward_time: 8.3152503967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301227570
validation[          , genome  6742] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       882.13617, best error:       882.13617 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 111.5571823120s, input_fired_time: 1.2899100780, output_fired_time: 1.1607061625, propagate_forward_time: 42.4143714905, propagate_backward_time: 63.6014595032, weight_update_time: 0.1585450023, other_time: 3.0907402039
epoch time: 9.2757959366s, input_fired_time: 0.1595519930, output_fired_time: 0.0000000000, propagate_forward_time: 8.5851726532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310716629
validation[          , genome  6742] predictions:    9730/  10000 (97.30%), best:    9739/10000 (97.39%), error:       900.04871, best error:       882.13617 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 111.1575317383s, input_fired_time: 1.2915011644, output_fired_time: 1.1553714275, propagate_forward_time: 42.2832832336, propagate_backward_time: 63.3400077820, weight_update_time: 0.1598391831, other_time: 3.0873603821
epoch time: 9.0867271423s, input_fired_time: 0.1641049832, output_fired_time: 0.0000000000, propagate_forward_time: 8.3899612427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326604843
validation[          , genome  6742] predictions:    9713/  10000 (97.13%), best:    9739/10000 (97.39%), error:       950.61316, best error:       882.13617 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 111.1854019165s, input_fired_time: 1.2710120678, output_fired_time: 1.1590268612, propagate_forward_time: 42.3232498169, propagate_backward_time: 63.3739089966, weight_update_time: 0.1636705101, other_time: 3.0582046509
epoch time: 9.1926698685s, input_fired_time: 0.1591598392, output_fired_time: 0.0000000000, propagate_forward_time: 8.5027379990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307722092
validation[          , genome  6742] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       876.13898, best error:       876.13898 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 114.1454696655s, input_fired_time: 1.3029546738, output_fired_time: 1.2061748505, propagate_forward_time: 43.5785751343, propagate_backward_time: 64.9199829102, weight_update_time: 0.1592086405, other_time: 3.1377792358
epoch time: 9.1572341919s, input_fired_time: 0.1595580578, output_fired_time: 0.0000000000, propagate_forward_time: 8.4642801285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333957672
validation[          , genome  6742] predictions:    9709/  10000 (97.09%), best:    9747/10000 (97.47%), error:       972.95343, best error:       876.13898 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 111.5812377930s, input_fired_time: 1.2970327139, output_fired_time: 1.1538397074, propagate_forward_time: 42.4523849487, propagate_backward_time: 63.6540641785, weight_update_time: 0.1584287584, other_time: 3.0239143372
epoch time: 9.2223281860s, input_fired_time: 0.1592053026, output_fired_time: 0.0000000000, propagate_forward_time: 8.5290012360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341215134
validation[          , genome  6742] predictions:    9689/  10000 (96.89%), best:    9747/10000 (97.47%), error:      1068.98413, best error:       876.13898 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 111.3771667480s, input_fired_time: 1.2885893583, output_fired_time: 1.1587793827, propagate_forward_time: 42.4303588867, propagate_backward_time: 63.4117889404, weight_update_time: 0.1642256379, other_time: 3.0876464844
epoch time: 9.1471538544s, input_fired_time: 0.1646342129, output_fired_time: 0.0000000000, propagate_forward_time: 8.4496240616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328960419
validation[          , genome  6742] predictions:    9632/  10000 (96.32%), best:    9747/10000 (97.47%), error:      1188.52527, best error:       876.13898 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 111.6248168945s, input_fired_time: 1.2908324003, output_fired_time: 1.1619699001, propagate_forward_time: 42.3852577209, propagate_backward_time: 63.7010650635, weight_update_time: 0.1588650793, other_time: 3.0856933594
epoch time: 9.3694086075s, input_fired_time: 0.1647065729, output_fired_time: 0.0000000000, propagate_forward_time: 8.6574001312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473022461
validation[          , genome  6742] predictions:    9724/  10000 (97.24%), best:    9747/10000 (97.47%), error:       949.90753, best error:       876.13898 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 111.8000946045s, input_fired_time: 1.2766330242, output_fired_time: 1.1602599621, propagate_forward_time: 42.4968261719, propagate_backward_time: 63.7878303528, weight_update_time: 0.1610242128, other_time: 3.0785408020
epoch time: 9.1120166779s, input_fired_time: 0.1613079011, output_fired_time: 0.0000000000, propagate_forward_time: 8.4215183258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291900635
validation[          , genome  6742] predictions:    9717/  10000 (97.17%), best:    9747/10000 (97.47%), error:       912.92853, best error:       876.13898 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 113.6561813354s, input_fired_time: 1.2912545204, output_fired_time: 1.1754294634, propagate_forward_time: 43.1258277893, propagate_backward_time: 64.9471664429, weight_update_time: 0.1584622562, other_time: 3.1165084839
epoch time: 9.1533613205s, input_fired_time: 0.1637053192, output_fired_time: 0.0000000000, propagate_forward_time: 8.4514570236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381994247
validation[          , genome  6742] predictions:    9698/  10000 (96.98%), best:    9747/10000 (97.47%), error:      1008.67188, best error:       876.13898 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 111.1215515137s, input_fired_time: 1.2801727057, output_fired_time: 1.1467509270, propagate_forward_time: 42.3127365112, propagate_backward_time: 63.3150672913, weight_update_time: 0.1578174531, other_time: 3.0668220520
epoch time: 9.2594661713s, input_fired_time: 0.1643568128, output_fired_time: 0.0000000000, propagate_forward_time: 8.5518417358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432672501
validation[          , genome  6742] predictions:    9695/  10000 (96.95%), best:    9747/10000 (97.47%), error:      1012.72723, best error:       876.13898 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 111.6664810181s, input_fired_time: 1.2962582111, output_fired_time: 1.1779078245, propagate_forward_time: 42.5426483154, propagate_backward_time: 63.6412391663, weight_update_time: 0.1575004756, other_time: 3.0084266663
epoch time: 9.1708517075s, input_fired_time: 0.1654932946, output_fired_time: 0.0000000000, propagate_forward_time: 8.4705686569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347900391
validation[          , genome  6742] predictions:    9733/  10000 (97.33%), best:    9747/10000 (97.47%), error:       918.08148, best error:       876.13898 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 112.3212432861s, input_fired_time: 1.3451721668, output_fired_time: 1.1583783627, propagate_forward_time: 42.7708778381, propagate_backward_time: 63.8912849426, weight_update_time: 0.1690297574, other_time: 3.1555290222
epoch time: 9.1052656174s, input_fired_time: 0.1624753028, output_fired_time: 0.0000000000, propagate_forward_time: 8.4108219147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319681168
validation[          , genome  6742] predictions:    9701/  10000 (97.01%), best:    9747/10000 (97.47%), error:      1015.62347, best error:       876.13898 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 111.1284027100s, input_fired_time: 1.3060079813, output_fired_time: 1.1604890823, propagate_forward_time: 42.3094596863, propagate_backward_time: 63.2579650879, weight_update_time: 0.1594025046, other_time: 3.0944824219
epoch time: 9.1407098770s, input_fired_time: 0.1685765833, output_fired_time: 0.0000000000, propagate_forward_time: 8.4412355423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308980942
validation[          , genome  6742] predictions:    9711/  10000 (97.11%), best:    9747/10000 (97.47%), error:       953.89697, best error:       876.13898 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 112.1155548096s, input_fired_time: 1.2852810621, output_fired_time: 1.1586935520, propagate_forward_time: 42.6930885315, propagate_backward_time: 63.8521347046, weight_update_time: 0.1681019217, other_time: 3.1263656616
epoch time: 9.2444276810s, input_fired_time: 0.1613078862, output_fired_time: 0.0000000000, propagate_forward_time: 8.5285825729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545368195
validation[          , genome  6742] predictions:    9700/  10000 (97.00%), best:    9747/10000 (97.47%), error:       934.59656, best error:       876.13898 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 111.5440979004s, input_fired_time: 1.3011627197, output_fired_time: 1.1642761230, propagate_forward_time: 42.4174079895, propagate_backward_time: 63.5440330505, weight_update_time: 0.1708887368, other_time: 3.1172218323
epoch time: 9.2024431229s, input_fired_time: 0.1655468047, output_fired_time: 0.0000000000, propagate_forward_time: 8.4939336777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429630280
validation[          , genome  6742] predictions:    9681/  10000 (96.81%), best:    9747/10000 (97.47%), error:      1046.62280, best error:       876.13898 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 111.9873123169s, input_fired_time: 1.2867004871, output_fired_time: 1.1580970287, propagate_forward_time: 42.5501022339, propagate_backward_time: 63.9317474365, weight_update_time: 0.1581920981, other_time: 3.0606689453
epoch time: 9.1813278198s, input_fired_time: 0.1603038311, output_fired_time: 0.0000000000, propagate_forward_time: 8.4866371155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343866348
validation[          , genome  6742] predictions:    9715/  10000 (97.15%), best:    9747/10000 (97.47%), error:       945.14362, best error:       876.13898 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 111.2591094971s, input_fired_time: 1.2974699736, output_fired_time: 1.1625105143, propagate_forward_time: 42.3247528076, propagate_backward_time: 63.3829841614, weight_update_time: 0.1596245617, other_time: 3.0913887024
epoch time: 9.1611318588s, input_fired_time: 0.1630550772, output_fired_time: 0.0000000000, propagate_forward_time: 8.4750175476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5230588913
validation[          , genome  6742] predictions:    9643/  10000 (96.43%), best:    9747/10000 (97.47%), error:      1178.01819, best error:       876.13898 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 111.8865127563s, input_fired_time: 1.2876677513, output_fired_time: 1.1644512415, propagate_forward_time: 42.6194648743, propagate_backward_time: 63.7836189270, weight_update_time: 0.1633416116, other_time: 3.0313072205
epoch time: 9.0593910217s, input_fired_time: 0.1680018157, output_fired_time: 0.0000000000, propagate_forward_time: 8.3606395721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307493210
validation[          , genome  6742] predictions:    9718/  10000 (97.18%), best:    9747/10000 (97.47%), error:       985.57733, best error:       876.13898 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 112.0268249512s, input_fired_time: 1.3003349304, output_fired_time: 1.1629817486, propagate_forward_time: 42.6039085388, propagate_backward_time: 63.8431968689, weight_update_time: 0.1633066833, other_time: 3.1163978577
epoch time: 9.1392307281s, input_fired_time: 0.1612308025, output_fired_time: 0.0000000000, propagate_forward_time: 8.4449892044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330104828
validation[          , genome  6742] predictions:    9529/  10000 (95.29%), best:    9747/10000 (97.47%), error:      1488.64893, best error:       876.13898 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 111.0182571411s, input_fired_time: 1.3223098516, output_fired_time: 1.1474001408, propagate_forward_time: 42.2731666565, propagate_backward_time: 63.1543083191, weight_update_time: 0.1599526256, other_time: 3.1210670471
epoch time: 9.0833969116s, input_fired_time: 0.1661249697, output_fired_time: 0.0000000000, propagate_forward_time: 8.3858518600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314197540
validation[          , genome  6742] predictions:    9720/  10000 (97.20%), best:    9747/10000 (97.47%), error:       964.62781, best error:       876.13898 on epoch:    33, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 111.4609603882s, input_fired_time: 1.2911523581, output_fired_time: 1.1595003605, propagate_forward_time: 42.4210662842, propagate_backward_time: 63.5110282898, weight_update_time: 0.1601782143, other_time: 3.0782127380
epoch time: 9.1686468124s, input_fired_time: 0.1658178121, output_fired_time: 0.0000000000, propagate_forward_time: 8.4677181244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351104736
validation[          , genome  6742] predictions:    9702/  10000 (97.02%), best:    9747/10000 (97.47%), error:       965.40814, best error:       876.13898 on epoch:    33, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 110.7203216553s, input_fired_time: 1.2959138155, output_fired_time: 1.1430598497, propagate_forward_time: 42.0977554321, propagate_backward_time: 63.0801734924, weight_update_time: 0.1596437693, other_time: 3.1034202576
epoch time: 9.0924291611s, input_fired_time: 0.1646455824, output_fired_time: 0.0000000000, propagate_forward_time: 8.3948135376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329704285
validation[          , genome  6742] predictions:    9684/  10000 (96.84%), best:    9747/10000 (97.47%), error:      1037.07446, best error:       876.13898 on epoch:    33, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 111.6602554321s, input_fired_time: 1.2746350765, output_fired_time: 1.1501145363, propagate_forward_time: 42.5256347656, propagate_backward_time: 63.6464309692, weight_update_time: 0.1683695167, other_time: 3.0634384155
epoch time: 9.2863330841s, input_fired_time: 0.1620478183, output_fired_time: 0.0000000000, propagate_forward_time: 8.5684127808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5558729172
validation[          , genome  6742] predictions:    9677/  10000 (96.77%), best:    9747/10000 (97.47%), error:      1142.45752, best error:       876.13898 on epoch:    33, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 112.8272628784s, input_fired_time: 1.3336197138, output_fired_time: 1.1748945713, propagate_forward_time: 42.8998985291, propagate_backward_time: 64.3031387329, weight_update_time: 0.1589092612, other_time: 3.1157150269
epoch time: 9.3830642700s, input_fired_time: 0.1699440926, output_fired_time: 0.0000000000, propagate_forward_time: 8.6571769714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5559434891
validation[          , genome  6742] predictions:    9703/  10000 (97.03%), best:    9747/10000 (97.47%), error:      1036.40930, best error:       876.13898 on epoch:    33, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.8290405273s, input_fired_time: 1.2924066782, output_fired_time: 1.1432938576, propagate_forward_time: 42.1237449646, propagate_backward_time: 63.1853828430, weight_update_time: 0.1598107517, other_time: 3.0842094421
epoch time: 9.1686658859s, input_fired_time: 0.1641665995, output_fired_time: 0.0000000000, propagate_forward_time: 8.4694805145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350189209
validation[          , genome  6742] predictions:    9669/  10000 (96.69%), best:    9747/10000 (97.47%), error:      1096.08337, best error:       876.13898 on epoch:    33, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 112.0948410034s, input_fired_time: 1.2917186022, output_fired_time: 1.1499221325, propagate_forward_time: 42.7630691528, propagate_backward_time: 63.8137130737, weight_update_time: 0.1581209004, other_time: 3.0764160156
epoch time: 9.1951122284s, input_fired_time: 0.1712879837, output_fired_time: 0.0000000000, propagate_forward_time: 8.4872932434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365314484
validation[          , genome  6742] predictions:    9743/  10000 (97.43%), best:    9747/10000 (97.47%), error:       891.55750, best error:       876.13898 on epoch:    33, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 111.5494842529s, input_fired_time: 1.2917690277, output_fired_time: 1.1485959291, propagate_forward_time: 42.5031776428, propagate_backward_time: 63.5480461121, weight_update_time: 0.1592815518, other_time: 3.0578956604
epoch time: 9.1814355850s, input_fired_time: 0.1667607278, output_fired_time: 0.0000000000, propagate_forward_time: 8.4805622101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341129303
validation[          , genome  6742] predictions:    9721/  10000 (97.21%), best:    9747/10000 (97.47%), error:       911.88379, best error:       876.13898 on epoch:    33, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 111.9964599609s, input_fired_time: 1.2999966145, output_fired_time: 1.1520050764, propagate_forward_time: 42.6609115601, propagate_backward_time: 63.8414955139, weight_update_time: 0.1639956087, other_time: 3.0420494080
epoch time: 9.0780448914s, input_fired_time: 0.1674759239, output_fired_time: 0.0000000000, propagate_forward_time: 8.3747024536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358667374
validation[          , genome  6742] predictions:    9726/  10000 (97.26%), best:    9747/10000 (97.47%), error:       944.13330, best error:       876.13898 on epoch:    33, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 111.6309127808s, input_fired_time: 1.3136862516, output_fired_time: 1.1543712616, propagate_forward_time: 42.4519081116, propagate_backward_time: 63.6060104370, weight_update_time: 0.1604977250, other_time: 3.1049423218
epoch time: 9.3098545074s, input_fired_time: 0.1655426919, output_fired_time: 0.0000000000, propagate_forward_time: 8.6067762375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375356674
validation[          , genome  6742] predictions:    9720/  10000 (97.20%), best:    9747/10000 (97.47%), error:       945.67731, best error:       876.13898 on epoch:    33, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 112.0423278809s, input_fired_time: 1.3124595881, output_fired_time: 1.1530311108, propagate_forward_time: 42.6163215637, propagate_backward_time: 63.8384017944, weight_update_time: 0.1614466757, other_time: 3.1221084595
epoch time: 9.1500959396s, input_fired_time: 0.1625160426, output_fired_time: 0.0000000000, propagate_forward_time: 8.4551305771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324497223
validation[          , genome  6742] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       828.38483, best error:       828.38483 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 111.1712799072s, input_fired_time: 1.3157095909, output_fired_time: 1.1623640060, propagate_forward_time: 42.3334655762, propagate_backward_time: 63.2729949951, weight_update_time: 0.1598023623, other_time: 3.0867462158
epoch time: 9.3158740997s, input_fired_time: 0.1658412218, output_fired_time: 0.0000000000, propagate_forward_time: 8.6147184372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353145599
validation[          , genome  6742] predictions:    9728/  10000 (97.28%), best:    9758/10000 (97.58%), error:       914.42413, best error:       828.38483 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 110.9677352905s, input_fired_time: 1.2897285223, output_fired_time: 1.1485006809, propagate_forward_time: 42.1955146790, propagate_backward_time: 63.2772789001, weight_update_time: 0.1645122319, other_time: 3.0567207336
epoch time: 9.4314632416s, input_fired_time: 0.1713467091, output_fired_time: 0.0000000000, propagate_forward_time: 8.7081613541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5519552231
validation[          , genome  6742] predictions:    9707/  10000 (97.07%), best:    9758/10000 (97.58%), error:       948.89697, best error:       828.38483 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 112.2290649414s, input_fired_time: 1.3021184206, output_fired_time: 1.2054780722, propagate_forward_time: 42.6992073059, propagate_backward_time: 64.0206298828, weight_update_time: 0.1579518616, other_time: 3.0016326904
epoch time: 9.3233041763s, input_fired_time: 0.1622919887, output_fired_time: 0.0000000000, propagate_forward_time: 8.6057281494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552845001
validation[          , genome  6742] predictions:    9660/  10000 (96.60%), best:    9758/10000 (97.58%), error:      1132.67566, best error:       828.38483 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 112.7323989868s, input_fired_time: 1.2944694757, output_fired_time: 1.1594362259, propagate_forward_time: 42.9575119019, propagate_backward_time: 64.2205963135, weight_update_time: 0.1626355201, other_time: 3.1003799438
epoch time: 9.1171722412s, input_fired_time: 0.1640236229, output_fired_time: 0.0000000000, propagate_forward_time: 8.4229650497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301837921
validation[          , genome  6742] predictions:    9667/  10000 (96.67%), best:    9758/10000 (97.58%), error:      1102.53821, best error:       828.38483 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 111.6741256714s, input_fired_time: 1.2864387035, output_fired_time: 1.1431471109, propagate_forward_time: 42.5459289551, propagate_backward_time: 63.6832122803, weight_update_time: 0.1569964737, other_time: 3.0153961182
epoch time: 9.3538866043s, input_fired_time: 0.1655557603, output_fired_time: 0.0000000000, propagate_forward_time: 8.6508846283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374460220
validation[          , genome  6742] predictions:    9662/  10000 (96.62%), best:    9758/10000 (97.58%), error:      1123.07739, best error:       828.38483 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 111.0448760986s, input_fired_time: 1.2882839441, output_fired_time: 1.1423338652, propagate_forward_time: 42.2207603455, propagate_backward_time: 63.3096656799, weight_update_time: 0.1592602879, other_time: 3.0838279724
epoch time: 9.2068357468s, input_fired_time: 0.1719826907, output_fired_time: 0.0000000000, propagate_forward_time: 8.4924926758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423603058
validation[          , genome  6742] predictions:    9659/  10000 (96.59%), best:    9758/10000 (97.58%), error:      1137.51611, best error:       828.38483 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 111.9881744385s, input_fired_time: 1.2995663881, output_fired_time: 1.1616227627, propagate_forward_time: 42.6827774048, propagate_backward_time: 63.8093032837, weight_update_time: 0.1656527221, other_time: 3.0349044800
epoch time: 9.3635749817s, input_fired_time: 0.1684714556, output_fired_time: 0.0000000000, propagate_forward_time: 8.6529741287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421295166
validation[          , genome  6742] predictions:    9622/  10000 (96.22%), best:    9758/10000 (97.58%), error:      1300.97729, best error:       828.38483 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 110.5084686279s, input_fired_time: 1.2976936102, output_fired_time: 1.1527812481, propagate_forward_time: 42.0749664307, propagate_backward_time: 62.9114952087, weight_update_time: 0.1592262387, other_time: 3.0715370178
epoch time: 9.3245267868s, input_fired_time: 0.1684863865, output_fired_time: 0.0000000000, propagate_forward_time: 8.6017045975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543355942
validation[          , genome  6742] predictions:    9705/  10000 (97.05%), best:    9758/10000 (97.58%), error:       971.63403, best error:       828.38483 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 111.0151596069s, input_fired_time: 1.2990378141, output_fired_time: 1.1414483786, propagate_forward_time: 42.1921272278, propagate_backward_time: 63.2619285583, weight_update_time: 0.1588709205, other_time: 3.1206245422
epoch time: 9.0432796478s, input_fired_time: 0.1677062958, output_fired_time: 0.0000000000, propagate_forward_time: 8.3550281525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5205450058
validation[          , genome  6742] predictions:    9716/  10000 (97.16%), best:    9758/10000 (97.58%), error:       917.10828, best error:       828.38483 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 111.7648925781s, input_fired_time: 1.3191879988, output_fired_time: 1.1682639122, propagate_forward_time: 42.5410423279, propagate_backward_time: 63.6634941101, weight_update_time: 0.1627334356, other_time: 3.0728950500
epoch time: 9.2349071503s, input_fired_time: 0.1680653989, output_fired_time: 0.0000000000, propagate_forward_time: 8.5411911011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256509781
validation[          , genome  6742] predictions:    9722/  10000 (97.22%), best:    9758/10000 (97.58%), error:       920.30756, best error:       828.38483 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 111.8353729248s, input_fired_time: 1.2971748114, output_fired_time: 1.1614443064, propagate_forward_time: 42.6294860840, propagate_backward_time: 63.6823310852, weight_update_time: 0.1654081047, other_time: 3.0649375916
epoch time: 9.2172002792s, input_fired_time: 0.1658701003, output_fired_time: 0.0000000000, propagate_forward_time: 8.5193681717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319623947
validation[          , genome  6742] predictions:    9732/  10000 (97.32%), best:    9758/10000 (97.58%), error:       916.87177, best error:       828.38483 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 111.6947097778s, input_fired_time: 1.3173369169, output_fired_time: 1.1555984020, propagate_forward_time: 42.4918708801, propagate_backward_time: 63.6305770874, weight_update_time: 0.1591916680, other_time: 3.0993270874
epoch time: 9.1351289749s, input_fired_time: 0.1663234234, output_fired_time: 0.0000000000, propagate_forward_time: 8.4344768524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343284607
validation[          , genome  6742] predictions:    9691/  10000 (96.91%), best:    9758/10000 (97.58%), error:      1059.63086, best error:       828.38483 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 112.4133987427s, input_fired_time: 1.3061498404, output_fired_time: 1.1661158800, propagate_forward_time: 42.8144531250, propagate_backward_time: 63.9853820801, weight_update_time: 0.1705074310, other_time: 3.1412963867
epoch time: 9.3837556839s, input_fired_time: 0.1682945937, output_fired_time: 0.0000000000, propagate_forward_time: 8.6655731201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498876572
validation[          , genome  6742] predictions:    9736/  10000 (97.36%), best:    9758/10000 (97.58%), error:       935.68829, best error:       828.38483 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 113.0057678223s, input_fired_time: 1.3162621260, output_fired_time: 1.1836313009, propagate_forward_time: 42.9569168091, propagate_backward_time: 64.4290313721, weight_update_time: 0.1634545922, other_time: 3.1199264526
epoch time: 9.1118974686s, input_fired_time: 0.1665233374, output_fired_time: 0.0000000000, propagate_forward_time: 8.4221897125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5231847763
validation[          , genome  6742] predictions:    9728/  10000 (97.28%), best:    9758/10000 (97.58%), error:       892.48700, best error:       828.38483 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 111.2867126465s, input_fired_time: 1.2996467352, output_fired_time: 1.1585540771, propagate_forward_time: 42.3306961060, propagate_backward_time: 63.4395980835, weight_update_time: 0.1606285572, other_time: 3.0582199097
epoch time: 9.2071228027s, input_fired_time: 0.1642383635, output_fired_time: 0.0000000000, propagate_forward_time: 8.5195608139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233240128
validation[          , genome  6742] predictions:    9692/  10000 (96.92%), best:    9758/10000 (97.58%), error:      1053.93628, best error:       828.38483 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 111.1335983276s, input_fired_time: 1.3185684681, output_fired_time: 1.1528625488, propagate_forward_time: 42.3017539978, propagate_backward_time: 63.2976875305, weight_update_time: 0.1595683098, other_time: 3.0627250671
epoch time: 9.1807527542s, input_fired_time: 0.1730447114, output_fired_time: 0.0000000000, propagate_forward_time: 8.4809160233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267915726
validation[          , genome  6742] predictions:    9737/  10000 (97.37%), best:    9758/10000 (97.58%), error:       855.05768, best error:       828.38483 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 110.9647521973s, input_fired_time: 1.3126897812, output_fired_time: 1.1582386494, propagate_forward_time: 42.2396621704, propagate_backward_time: 63.1557083130, weight_update_time: 0.1612778753, other_time: 3.0984497070
epoch time: 9.4367532730s, input_fired_time: 0.1665710807, output_fired_time: 0.0000000000, propagate_forward_time: 8.7217321396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484504700
validation[          , genome  6742] predictions:    9730/  10000 (97.30%), best:    9758/10000 (97.58%), error:       901.72314, best error:       828.38483 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 113.1494216919s, input_fired_time: 1.3458122015, output_fired_time: 1.1706259251, propagate_forward_time: 43.0059967041, propagate_backward_time: 64.4950180054, weight_update_time: 0.1672320962, other_time: 3.1319732666
epoch time: 9.1090316772s, input_fired_time: 0.1651615351, output_fired_time: 0.0000000000, propagate_forward_time: 8.4119615555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319089890
validation[          , genome  6742] predictions:    9742/  10000 (97.42%), best:    9758/10000 (97.58%), error:       930.68085, best error:       828.38483 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 112.1684112549s, input_fired_time: 1.3234667778, output_fired_time: 1.1497064829, propagate_forward_time: 42.7352676392, propagate_backward_time: 63.8550186157, weight_update_time: 0.1601800919, other_time: 3.1049575806
epoch time: 9.1994876862s, input_fired_time: 0.1683934778, output_fired_time: 0.0000000000, propagate_forward_time: 8.5010013580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300931931
validation[          , genome  6742] predictions:    9729/  10000 (97.29%), best:    9758/10000 (97.58%), error:       895.24304, best error:       828.38483 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 111.2171401978s, input_fired_time: 1.3095331192, output_fired_time: 1.1596077681, propagate_forward_time: 42.3291015625, propagate_backward_time: 63.3510971069, weight_update_time: 0.1598523706, other_time: 3.0678024292
epoch time: 9.4709739685s, input_fired_time: 0.1701844186, output_fired_time: 0.0000000000, propagate_forward_time: 8.7663993835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343904495
validation[          , genome  6742] predictions:    9727/  10000 (97.27%), best:    9758/10000 (97.58%), error:       952.03931, best error:       828.38483 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 110.8836135864s, input_fired_time: 1.2963300943, output_fired_time: 1.1486978531, propagate_forward_time: 42.2662506104, propagate_backward_time: 63.1071662903, weight_update_time: 0.1595634073, other_time: 3.0651664734
epoch time: 9.0394573212s, input_fired_time: 0.1649275720, output_fired_time: 0.0000000000, propagate_forward_time: 8.3349237442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396060944
validation[          , genome  6742] predictions:    9689/  10000 (96.89%), best:    9758/10000 (97.58%), error:      1038.86841, best error:       828.38483 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 110.9841079712s, input_fired_time: 1.2952172756, output_fired_time: 1.1408569813, propagate_forward_time: 42.1833076477, propagate_backward_time: 63.2940826416, weight_update_time: 0.1592164785, other_time: 3.0706481934
epoch time: 9.1576147079s, input_fired_time: 0.1670991927, output_fired_time: 0.0000000000, propagate_forward_time: 8.4562377930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342779160
validation[          , genome  6742] predictions:    9702/  10000 (97.02%), best:    9758/10000 (97.58%), error:      1020.92450, best error:       828.38483 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 112.4187393188s, input_fired_time: 1.3090009689, output_fired_time: 1.1532239914, propagate_forward_time: 42.7406311035, propagate_backward_time: 64.1415710449, weight_update_time: 0.1576475352, other_time: 3.0743179321
epoch time: 9.3781480789s, input_fired_time: 0.1681775153, output_fired_time: 0.0000000000, propagate_forward_time: 8.6577615738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5522089005
validation[          , genome  6742] predictions:    9728/  10000 (97.28%), best:    9758/10000 (97.58%), error:       891.50275, best error:       828.38483 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 112.0292053223s, input_fired_time: 1.3054479361, output_fired_time: 1.1512717009, propagate_forward_time: 42.6293258667, propagate_backward_time: 63.8569869995, weight_update_time: 0.1657657921, other_time: 3.0861740112
epoch time: 9.1823902130s, input_fired_time: 0.1721605062, output_fired_time: 0.0000000000, propagate_forward_time: 8.4761228561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341072083
validation[          , genome  6742] predictions:    9736/  10000 (97.36%), best:    9758/10000 (97.58%), error:       926.74066, best error:       828.38483 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 110.7568664551s, input_fired_time: 1.3185527325, output_fired_time: 1.1468505859, propagate_forward_time: 42.0728530884, propagate_backward_time: 63.0789794922, weight_update_time: 0.1608671099, other_time: 3.1396331787
epoch time: 9.1060085297s, input_fired_time: 0.1673725396, output_fired_time: 0.0000000000, propagate_forward_time: 8.3832664490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5553693771
validation[          , genome  6742] predictions:    9753/  10000 (97.53%), best:    9758/10000 (97.58%), error:       845.46674, best error:       828.38483 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 111.7313842773s, input_fired_time: 1.3108741045, output_fired_time: 1.1730419397, propagate_forward_time: 42.5932121277, propagate_backward_time: 63.5628623962, weight_update_time: 0.1631871909, other_time: 3.0913887024
epoch time: 9.5678281784s, input_fired_time: 0.1740912646, output_fired_time: 0.0000000000, propagate_forward_time: 8.8354282379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5583086014
validation[          , genome  6742] predictions:    9744/  10000 (97.44%), best:    9758/10000 (97.58%), error:       864.24469, best error:       828.38483 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 111.7256011963s, input_fired_time: 1.3202906847, output_fired_time: 1.1592341661, propagate_forward_time: 42.5339126587, propagate_backward_time: 63.6443939209, weight_update_time: 0.1636478603, other_time: 3.0677719116
epoch time: 9.2118616104s, input_fired_time: 0.1717185974, output_fired_time: 0.0000000000, propagate_forward_time: 8.5073614120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327816010
validation[          , genome  6742] predictions:    9708/  10000 (97.08%), best:    9758/10000 (97.58%), error:       987.72797, best error:       828.38483 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 112.6332397461s, input_fired_time: 1.3175103664, output_fired_time: 1.1517810822, propagate_forward_time: 42.8376808167, propagate_backward_time: 64.2470626831, weight_update_time: 0.1577278823, other_time: 3.0792007446
epoch time: 9.1507081985s, input_fired_time: 0.1661081314, output_fired_time: 0.0000000000, propagate_forward_time: 8.4449415207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396585464
validation[          , genome  6742] predictions:    9720/  10000 (97.20%), best:    9758/10000 (97.58%), error:       920.04468, best error:       828.38483 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 111.6659545898s, input_fired_time: 1.3139830828, output_fired_time: 1.1577657461, propagate_forward_time: 42.5368461609, propagate_backward_time: 63.5437774658, weight_update_time: 0.1610851139, other_time: 3.1135864258
epoch time: 9.2096261978s, input_fired_time: 0.1652739197, output_fired_time: 0.0000000000, propagate_forward_time: 8.5089588165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353937149
validation[          , genome  6742] predictions:    9750/  10000 (97.50%), best:    9758/10000 (97.58%), error:       852.28119, best error:       828.38483 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 111.7472686768s, input_fired_time: 1.3165987730, output_fired_time: 1.1637740135, propagate_forward_time: 42.4906234741, propagate_backward_time: 63.6458702087, weight_update_time: 0.1662780493, other_time: 3.1304054260
epoch time: 9.2136335373s, input_fired_time: 0.1688417941, output_fired_time: 0.0000000000, propagate_forward_time: 8.5020256042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427665710
validation[          , genome  6742] predictions:    9728/  10000 (97.28%), best:    9758/10000 (97.58%), error:       955.02216, best error:       828.38483 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 110.5632934570s, input_fired_time: 1.3106775284, output_fired_time: 1.1429051161, propagate_forward_time: 42.0989761353, propagate_backward_time: 62.9399452209, weight_update_time: 0.1612450033, other_time: 3.0707893372
epoch time: 9.1490192413s, input_fired_time: 0.1731274128, output_fired_time: 0.0000000000, propagate_forward_time: 8.4441947937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316972733
validation[          , genome  6742] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       857.46521, best error:       828.38483 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 112.4647979736s, input_fired_time: 1.3208782673, output_fired_time: 1.1845829487, propagate_forward_time: 42.6735534668, propagate_backward_time: 64.2140045166, weight_update_time: 0.1589932740, other_time: 3.0717773438
epoch time: 9.1190176010s, input_fired_time: 0.1615685970, output_fired_time: 0.0000000000, propagate_forward_time: 8.4306221008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268268585
validation[          , genome  6742] predictions:    9702/  10000 (97.02%), best:    9758/10000 (97.58%), error:      1042.83228, best error:       828.38483 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 112.8698654175s, input_fired_time: 1.3100235462, output_fired_time: 1.1623532772, propagate_forward_time: 43.0040664673, propagate_backward_time: 64.3381576538, weight_update_time: 0.1579881310, other_time: 3.0552673340
epoch time: 9.3303565979s, input_fired_time: 0.1670523286, output_fired_time: 0.0000000000, propagate_forward_time: 8.6308288574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324754715
validation[          , genome  6742] predictions:    9703/  10000 (97.03%), best:    9758/10000 (97.58%), error:      1020.32086, best error:       828.38483 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 111.6822586060s, input_fired_time: 1.3067457676, output_fired_time: 1.1686873436, propagate_forward_time: 42.4389762878, propagate_backward_time: 63.7177085876, weight_update_time: 0.1587275863, other_time: 3.0501441956
epoch time: 9.1481628418s, input_fired_time: 0.1688914001, output_fired_time: 0.0000000000, propagate_forward_time: 8.4423761368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368957520
validation[          , genome  6742] predictions:    9734/  10000 (97.34%), best:    9758/10000 (97.58%), error:       879.76349, best error:       828.38483 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 111.5112152100s, input_fired_time: 1.3048796654, output_fired_time: 1.1623646021, propagate_forward_time: 42.4365425110, propagate_backward_time: 63.5169296265, weight_update_time: 0.1609426439, other_time: 3.0905075073
epoch time: 9.1362972260s, input_fired_time: 0.1687062979, output_fired_time: 0.0000000000, propagate_forward_time: 8.4330224991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345687866
validation[          , genome  6742] predictions:    9744/  10000 (97.44%), best:    9758/10000 (97.58%), error:       864.29163, best error:       828.38483 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 111.6040649414s, input_fired_time: 1.3195108175, output_fired_time: 1.1582894325, propagate_forward_time: 42.4719238281, propagate_backward_time: 63.6256904602, weight_update_time: 0.1583282799, other_time: 3.0286521912
epoch time: 9.2475500107s, input_fired_time: 0.1730932295, output_fired_time: 0.0000000000, propagate_forward_time: 8.5415992737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328578949
validation[          , genome  6742] predictions:    9700/  10000 (97.00%), best:    9758/10000 (97.58%), error:       992.23163, best error:       828.38483 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 111.0430755615s, input_fired_time: 1.2854093313, output_fired_time: 1.1395733356, propagate_forward_time: 42.1812362671, propagate_backward_time: 63.3974494934, weight_update_time: 0.1577085257, other_time: 3.0394096375
epoch time: 9.0868139267s, input_fired_time: 0.1639056355, output_fired_time: 0.0000000000, propagate_forward_time: 8.3807687759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421390533
validation[          , genome  6742] predictions:    9713/  10000 (97.13%), best:    9758/10000 (97.58%), error:       960.90210, best error:       828.38483 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 111.8863906860s, input_fired_time: 1.2926063538, output_fired_time: 1.1408488750, propagate_forward_time: 42.6120986938, propagate_backward_time: 63.7174797058, weight_update_time: 0.1591624171, other_time: 3.1233558655
epoch time: 9.3622970581s, input_fired_time: 0.1641176194, output_fired_time: 0.0000000000, propagate_forward_time: 8.6393432617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588359833
validation[          , genome  6742] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       801.67908, best error:       801.67908 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 111.1699142456s, input_fired_time: 1.3066338301, output_fired_time: 1.1374576092, propagate_forward_time: 42.3039207458, propagate_backward_time: 63.3596420288, weight_update_time: 0.1597560495, other_time: 3.0622634888
epoch time: 9.0814828873s, input_fired_time: 0.1657290161, output_fired_time: 0.0000000000, propagate_forward_time: 8.3916625977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240917206
validation[          , genome  6742] predictions:    9742/  10000 (97.42%), best:    9754/10000 (97.54%), error:       839.49939, best error:       801.67908 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 111.6770858765s, input_fired_time: 1.3031585217, output_fired_time: 1.1488279104, propagate_forward_time: 42.5155868530, propagate_backward_time: 63.6439285278, weight_update_time: 0.1592104137, other_time: 3.0655822754
epoch time: 9.4112758636s, input_fired_time: 0.1787835956, output_fired_time: 0.0000000000, propagate_forward_time: 8.6831102371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493822098
validation[          , genome  6742] predictions:    9734/  10000 (97.34%), best:    9754/10000 (97.54%), error:       880.55280, best error:       801.67908 on epoch:    98, 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: 46.0685501099s, input_fired_time: 0.8287585974, output_fired_time: 0.0000000000, propagate_forward_time: 42.3966903687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8431015015
best training[          , genome  6742] predictions:   49528/  50000 (99.06%), best:    9754/10000 (97.54%), error:      1821.12744, best error:       801.67908 on epoch:    98, 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: 9.2672376633s, input_fired_time: 0.1634275168, output_fired_time: 0.0000000000, propagate_forward_time: 8.5728349686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309753418
   testing[          , genome  6742] predictions:    9778/  10000 (97.78%), best:    9754/10000 (97.54%), error:       750.84930, best error:       801.67908 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:02:43 (6592): called boinc_finish(0)

</stderr_txt>
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