Nameexact_genome_1512568488_41_6900_2
Workunit2605812
Created7 Dec 2017, 22:51:27 UTC
Sent7 Dec 2017, 22:57:47 UTC
Report deadline17 Dec 2017, 7:00:11 UTC
Received8 Dec 2017, 15:55:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time5 hours 14 min 15 sec
CPU time5 hours 4 min 9 sec
Validate stateValid
Credit2,333.75
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.12 MB
Peak swap size158.53 MB
Peak disk usage1.92 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
    1054.50305 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 183.0080871582s, input_fired_time: 1.7173485756, output_fired_time: 1.5834655762, propagate_forward_time: 70.9236907959, propagate_backward_time: 105.1512451172, weight_update_time: 0.1712200791, other_time: 3.6323394775
epoch time: 14.4794540405s, input_fired_time: 0.2119580805, output_fired_time: 0.0000000000, propagate_forward_time: 13.6400508881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6274452209
validation[          , genome  6900] predictions:    9693/  10000 (96.93%), best:    9705/10000 (97.05%), error:      1081.15942, best error:      1054.50305 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 184.8307647705s, input_fired_time: 1.7952898741, output_fired_time: 1.5746572018, propagate_forward_time: 70.8540420532, propagate_backward_time: 106.8324661255, weight_update_time: 0.1774303168, other_time: 3.7743072510
epoch time: 14.9779510498s, input_fired_time: 0.2196648717, output_fired_time: 0.0000000000, propagate_forward_time: 13.0877008438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6705856323
validation[          , genome  6900] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:      1038.17053, best error:      1038.17053 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 187.9009704590s, input_fired_time: 1.7834234238, output_fired_time: 1.6280710697, propagate_forward_time: 70.7638854980, propagate_backward_time: 110.0102691650, weight_update_time: 0.1762536019, other_time: 3.7153320313
epoch time: 14.9726943970s, input_fired_time: 0.2113012671, output_fired_time: 0.0000000000, propagate_forward_time: 14.1352148056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261787415
validation[          , genome  6900] predictions:    9684/  10000 (96.84%), best:    9711/10000 (97.11%), error:      1057.06128, best error:      1038.17053 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 178.9407806396s, input_fired_time: 1.7106260061, output_fired_time: 1.4967707396, propagate_forward_time: 65.4444808960, propagate_backward_time: 106.6172866821, weight_update_time: 0.1706005186, other_time: 3.6716156006
epoch time: 15.0095300674s, input_fired_time: 0.2164937407, output_fired_time: 0.0000000000, propagate_forward_time: 14.1404991150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6525373459
validation[          , genome  6900] predictions:    9692/  10000 (96.92%), best:    9711/10000 (97.11%), error:      1059.22290, best error:      1038.17053 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 197.1205139160s, input_fired_time: 1.8218874931, output_fired_time: 1.6229774952, propagate_forward_time: 76.9661407471, propagate_backward_time: 112.8113098145, weight_update_time: 0.1798370183, other_time: 3.8982086182
epoch time: 13.1528425217s, input_fired_time: 0.2085049897, output_fired_time: 0.0000000000, propagate_forward_time: 12.3307962418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135416031
validation[          , genome  6900] predictions:    9632/  10000 (96.32%), best:    9711/10000 (97.11%), error:      1228.99976, best error:      1038.17053 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 191.1264343262s, input_fired_time: 1.8199095726, output_fired_time: 1.5806839466, propagate_forward_time: 71.6684341431, propagate_backward_time: 112.3695907593, weight_update_time: 0.1702374071, other_time: 3.6878051758
epoch time: 14.4885492325s, input_fired_time: 0.2071918696, output_fired_time: 0.0000000000, propagate_forward_time: 13.6572628021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6240949631
validation[          , genome  6900] predictions:    9659/  10000 (96.59%), best:    9711/10000 (97.11%), error:      1099.59448, best error:      1038.17053 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 181.7778930664s, input_fired_time: 1.7250741720, output_fired_time: 1.5507972240, propagate_forward_time: 67.5859298706, propagate_backward_time: 107.2911453247, weight_update_time: 0.1777160317, other_time: 3.6249542236
epoch time: 13.2525310516s, input_fired_time: 0.2053704262, output_fired_time: 0.0000000000, propagate_forward_time: 12.4332504272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6139106750
validation[          , genome  6900] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       966.81934, best error:       966.81934 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 175.7467193604s, input_fired_time: 1.6746239662, output_fired_time: 1.4874228239, propagate_forward_time: 66.9934616089, propagate_backward_time: 101.0971298218, weight_update_time: 0.1685644537, other_time: 4.4940795898
epoch time: 14.3611249924s, input_fired_time: 0.2101675123, output_fired_time: 0.0000000000, propagate_forward_time: 13.5305166245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204404831
validation[          , genome  6900] predictions:    9674/  10000 (96.74%), best:    9726/10000 (97.26%), error:      1079.25916, best error:       966.81934 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 175.6713714600s, input_fired_time: 1.6770321131, output_fired_time: 1.4753268957, propagate_forward_time: 65.3108291626, propagate_backward_time: 101.7076721191, weight_update_time: 0.1682814360, other_time: 5.5005111694
epoch time: 13.2686319351s, input_fired_time: 0.2103698701, output_fired_time: 0.0000000000, propagate_forward_time: 12.4299364090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283254623
validation[          , genome  6900] predictions:    9615/  10000 (96.15%), best:    9726/10000 (97.26%), error:      1332.57642, best error:       966.81934 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 175.6930236816s, input_fired_time: 1.6789470911, output_fired_time: 1.4848989248, propagate_forward_time: 66.1846008301, propagate_backward_time: 102.7870025635, weight_update_time: 0.1689309031, other_time: 3.5575866699
epoch time: 14.5510435104s, input_fired_time: 0.2127380222, output_fired_time: 0.0000000000, propagate_forward_time: 13.7125320435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6257734299
validation[          , genome  6900] predictions:    9639/  10000 (96.39%), best:    9726/10000 (97.26%), error:      1218.17773, best error:       966.81934 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 176.5714569092s, input_fired_time: 1.6820542812, output_fired_time: 1.4795894623, propagate_forward_time: 66.3048858643, propagate_backward_time: 103.4546585083, weight_update_time: 0.2468262017, other_time: 3.6502761841
epoch time: 12.6036596298s, input_fired_time: 0.2002528161, output_fired_time: 0.0000000000, propagate_forward_time: 11.8137006760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897064209
validation[          , genome  6900] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:       977.04858, best error:       966.81934 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 179.7751922607s, input_fired_time: 1.7193584442, output_fired_time: 1.5192865133, propagate_forward_time: 66.9785995483, propagate_backward_time: 105.9706268311, weight_update_time: 0.1706321388, other_time: 3.5873184204
epoch time: 14.2255115509s, input_fired_time: 0.2071585804, output_fired_time: 0.0000000000, propagate_forward_time: 13.4031038284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152486801
validation[          , genome  6900] predictions:    9689/  10000 (96.89%), best:    9726/10000 (97.26%), error:      1036.92053, best error:       966.81934 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 184.0143127441s, input_fired_time: 1.7560130358, output_fired_time: 1.5604820251, propagate_forward_time: 69.3208236694, propagate_backward_time: 107.7389373779, weight_update_time: 0.1690967083, other_time: 3.6380538940
epoch time: 14.1428880692s, input_fired_time: 0.2058430314, output_fired_time: 0.0000000000, propagate_forward_time: 13.3268709183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6101741791
validation[          , genome  6900] predictions:    9678/  10000 (96.78%), best:    9726/10000 (97.26%), error:      1075.25867, best error:       966.81934 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 183.3845672607s, input_fired_time: 1.7424662113, output_fired_time: 1.5845315456, propagate_forward_time: 69.0347290039, propagate_backward_time: 107.4002609253, weight_update_time: 0.1685790271, other_time: 3.6225814819
epoch time: 14.5405826569s, input_fired_time: 0.2122835517, output_fired_time: 0.0000000000, propagate_forward_time: 13.7024955750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6258039474
validation[          , genome  6900] predictions:    9700/  10000 (97.00%), best:    9726/10000 (97.26%), error:      1051.82629, best error:       966.81934 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 176.4984741211s, input_fired_time: 1.6878354549, output_fired_time: 1.4894464016, propagate_forward_time: 65.3750534058, propagate_backward_time: 104.4048995972, weight_update_time: 0.1691068709, other_time: 3.5412445068
epoch time: 14.7390184402s, input_fired_time: 0.2138088197, output_fired_time: 0.0000000000, propagate_forward_time: 13.9064598083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6187496185
validation[          , genome  6900] predictions:    9701/  10000 (97.01%), best:    9726/10000 (97.26%), error:      1011.54474, best error:       966.81934 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 187.6500549316s, input_fired_time: 1.7267123461, output_fired_time: 1.6009286642, propagate_forward_time: 72.3232269287, propagate_backward_time: 108.2759933472, weight_update_time: 0.1858752370, other_time: 3.7231979370
epoch time: 14.3740224838s, input_fired_time: 0.2123167813, output_fired_time: 0.0000000000, propagate_forward_time: 13.5424861908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6192197800
validation[          , genome  6900] predictions:    9715/  10000 (97.15%), best:    9726/10000 (97.26%), error:       997.28516, best error:       966.81934 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 185.1272125244s, input_fired_time: 1.7701233625, output_fired_time: 1.5588349104, propagate_forward_time: 69.7980194092, propagate_backward_time: 108.3359222412, weight_update_time: 0.1776610017, other_time: 3.6643066406
epoch time: 14.5989418030s, input_fired_time: 0.2145330906, output_fired_time: 0.0000000000, propagate_forward_time: 13.7596750259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247339249
validation[          , genome  6900] predictions:    9702/  10000 (97.02%), best:    9726/10000 (97.26%), error:      1039.96973, best error:       966.81934 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 175.7687530518s, input_fired_time: 1.6931662560, output_fired_time: 1.4886765480, propagate_forward_time: 65.0806808472, propagate_backward_time: 104.0272903442, weight_update_time: 0.1687310189, other_time: 3.4789428711
epoch time: 13.3173608780s, input_fired_time: 0.2144069076, output_fired_time: 0.0000000000, propagate_forward_time: 12.4630956650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6398582458
validation[          , genome  6900] predictions:    9602/  10000 (96.02%), best:    9726/10000 (97.26%), error:      1268.60999, best error:       966.81934 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 176.0053405762s, input_fired_time: 1.7089385986, output_fired_time: 1.4876437187, propagate_forward_time: 66.2292327881, propagate_backward_time: 103.0624465942, weight_update_time: 0.1726254523, other_time: 3.5170822144
epoch time: 14.4467830658s, input_fired_time: 0.2140477747, output_fired_time: 0.0000000000, propagate_forward_time: 13.6039094925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6288261414
validation[          , genome  6900] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:       992.15155, best error:       966.81934 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 175.7640991211s, input_fired_time: 2.7002298832, output_fired_time: 1.4977536201, propagate_forward_time: 65.0266342163, propagate_backward_time: 103.0424880981, weight_update_time: 0.1682531238, other_time: 3.4969940186
epoch time: 13.2374925613s, input_fired_time: 0.2138773203, output_fired_time: 0.0000000000, propagate_forward_time: 12.3953170776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6282978058
validation[          , genome  6900] predictions:    9699/  10000 (96.99%), best:    9726/10000 (97.26%), error:      1077.19019, best error:       966.81934 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 174.6639862061s, input_fired_time: 2.7003498077, output_fired_time: 1.4783025980, propagate_forward_time: 63.3708839417, propagate_backward_time: 103.6101455688, weight_update_time: 0.1690096855, other_time: 3.5043106079
epoch time: 14.5157461166s, input_fired_time: 0.2125357389, output_fired_time: 0.0000000000, propagate_forward_time: 13.6792230606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6239871979
validation[          , genome  6900] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       931.68860, best error:       931.68860 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 174.2146148682s, input_fired_time: 1.7134984732, output_fired_time: 1.4833384752, propagate_forward_time: 67.8187408447, propagate_backward_time: 99.7070999146, weight_update_time: 0.1679301858, other_time: 3.4919357300
epoch time: 14.5676279068s, input_fired_time: 0.2130488455, output_fired_time: 0.0000000000, propagate_forward_time: 13.7118825912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426963806
validation[          , genome  6900] predictions:    9679/  10000 (96.79%), best:    9742/10000 (97.42%), error:      1080.21167, best error:       931.68860 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 176.7377166748s, input_fired_time: 1.6926591396, output_fired_time: 2.4926221371, propagate_forward_time: 66.3052444458, propagate_backward_time: 102.7216186523, weight_update_time: 0.1700657010, other_time: 3.5255813599
epoch time: 14.5017824173s, input_fired_time: 0.2140003443, output_fired_time: 0.0000000000, propagate_forward_time: 13.6221647263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6656169891
validation[          , genome  6900] predictions:    9712/  10000 (97.12%), best:    9742/10000 (97.42%), error:       990.33563, best error:       931.68860 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 191.2121124268s, input_fired_time: 1.8384395838, output_fired_time: 1.6470117569, propagate_forward_time: 73.1643066406, propagate_backward_time: 110.7849349976, weight_update_time: 0.1853531599, other_time: 3.7774124146
epoch time: 14.4649286270s, input_fired_time: 0.2129750103, output_fired_time: 0.0000000000, propagate_forward_time: 13.6238164902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281375885
validation[          , genome  6900] predictions:    9677/  10000 (96.77%), best:    9742/10000 (97.42%), error:      1092.67212, best error:       931.68860 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 174.9824523926s, input_fired_time: 1.6837788820, output_fired_time: 1.4707319736, propagate_forward_time: 66.6479339600, propagate_backward_time: 101.6988372803, weight_update_time: 0.1680503041, other_time: 3.4811706543
epoch time: 14.4180154800s, input_fired_time: 0.2132970691, output_fired_time: 0.0000000000, propagate_forward_time: 13.5777845383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6269340515
validation[          , genome  6900] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       921.20325, best error:       921.20325 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 173.6937255859s, input_fired_time: 1.6872169971, output_fired_time: 1.4760252237, propagate_forward_time: 65.5972595215, propagate_backward_time: 101.4348220825, weight_update_time: 0.1686161906, other_time: 3.4984054565
epoch time: 14.2104616165s, input_fired_time: 0.2106772661, output_fired_time: 0.0000000000, propagate_forward_time: 13.3654842377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6343002319
validation[          , genome  6900] predictions:    9709/  10000 (97.09%), best:    9724/10000 (97.24%), error:       995.07233, best error:       921.20325 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 187.5008544922s, input_fired_time: 1.7887874842, output_fired_time: 1.5645084381, propagate_forward_time: 69.6391830444, propagate_backward_time: 110.7938690186, weight_update_time: 0.1695673168, other_time: 3.7145004272
epoch time: 24.9438457489s, input_fired_time: 0.3575067222, output_fired_time: 0.0000000000, propagate_forward_time: 23.3143863678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2719535828
validation[          , genome  6900] predictions:    9730/  10000 (97.30%), best:    9724/10000 (97.24%), error:       921.65118, best error:       921.20325 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 188.8465118408s, input_fired_time: 1.7861278057, output_fired_time: 1.5768518448, propagate_forward_time: 73.2036209106, propagate_backward_time: 108.6091537476, weight_update_time: 0.1703735888, other_time: 3.6707458496
epoch time: 14.2099056244s, input_fired_time: 0.2086340487, output_fired_time: 0.0000000000, propagate_forward_time: 13.3927898407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6084814072
validation[          , genome  6900] predictions:    9711/  10000 (97.11%), best:    9724/10000 (97.24%), error:       994.34814, best error:       921.20325 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 189.4498443604s, input_fired_time: 1.8015588522, output_fired_time: 1.5488150120, propagate_forward_time: 73.1194000244, propagate_backward_time: 109.3026962280, weight_update_time: 0.1947894394, other_time: 3.6773757935
epoch time: 14.5825061798s, input_fired_time: 0.2174060643, output_fired_time: 0.0000000000, propagate_forward_time: 13.7322130203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328868866
validation[          , genome  6900] predictions:    9704/  10000 (97.04%), best:    9724/10000 (97.24%), error:      1019.47644, best error:       921.20325 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 175.9436950684s, input_fired_time: 2.7195219994, output_fired_time: 1.4797084332, propagate_forward_time: 64.0514526367, propagate_backward_time: 104.2025909424, weight_update_time: 0.1691112667, other_time: 3.4904174805
epoch time: 14.3852806091s, input_fired_time: 0.2121565491, output_fired_time: 0.0000000000, propagate_forward_time: 13.5535564423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195678711
validation[          , genome  6900] predictions:    9655/  10000 (96.55%), best:    9724/10000 (97.24%), error:      1190.48291, best error:       921.20325 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 183.8918762207s, input_fired_time: 1.7275164127, output_fired_time: 1.5563459396, propagate_forward_time: 70.3230514526, propagate_backward_time: 106.6463317871, weight_update_time: 0.1770394892, other_time: 3.6386184692
epoch time: 17.2088985443s, input_fired_time: 0.2592873871, output_fired_time: 0.0000000000, propagate_forward_time: 16.2292461395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7203655243
validation[          , genome  6900] predictions:    9686/  10000 (96.86%), best:    9724/10000 (97.24%), error:      1085.61987, best error:       921.20325 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 189.0119781494s, input_fired_time: 1.8520401716, output_fired_time: 1.5575262308, propagate_forward_time: 71.7625274658, propagate_backward_time: 110.1005935669, weight_update_time: 0.1681755036, other_time: 3.7392959595
epoch time: 14.6657934189s, input_fired_time: 0.2159184963, output_fired_time: 0.0000000000, propagate_forward_time: 13.8294935226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6203813553
validation[          , genome  6900] predictions:    9711/  10000 (97.11%), best:    9724/10000 (97.24%), error:       988.37653, best error:       921.20325 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 188.9445953369s, input_fired_time: 1.8575394154, output_fired_time: 1.5605436563, propagate_forward_time: 70.2822799683, propagate_backward_time: 109.5532836914, weight_update_time: 0.1843688637, other_time: 5.6909408569
epoch time: 14.2763814926s, input_fired_time: 0.2144577950, output_fired_time: 0.0000000000, propagate_forward_time: 12.4178256989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6440982819
validation[          , genome  6900] predictions:    9691/  10000 (96.91%), best:    9724/10000 (97.24%), error:      1022.20380, best error:       921.20325 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 174.5531768799s, input_fired_time: 1.7013367414, output_fired_time: 1.4853072166, propagate_forward_time: 64.9532165527, propagate_backward_time: 102.9221801758, weight_update_time: 0.1685267687, other_time: 3.4911346436
epoch time: 14.4749736786s, input_fired_time: 0.2138854712, output_fired_time: 0.0000000000, propagate_forward_time: 13.6373062134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237821579
validation[          , genome  6900] predictions:    9600/  10000 (96.00%), best:    9724/10000 (97.24%), error:      1338.06897, best error:       921.20325 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 191.3547363281s, input_fired_time: 1.9067538977, output_fired_time: 1.6246057749, propagate_forward_time: 74.1727066040, propagate_backward_time: 109.9326400757, weight_update_time: 0.1744775623, other_time: 3.7180328369
epoch time: 14.6053714752s, input_fired_time: 0.2150955498, output_fired_time: 0.0000000000, propagate_forward_time: 13.7668104172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234655380
validation[          , genome  6900] predictions:    9694/  10000 (96.94%), best:    9724/10000 (97.24%), error:      1047.43274, best error:       921.20325 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 188.9516448975s, input_fired_time: 1.8370285034, output_fired_time: 1.6453666687, propagate_forward_time: 71.9841003418, propagate_backward_time: 109.7812042236, weight_update_time: 0.1743723750, other_time: 3.7039489746
epoch time: 16.8898162842s, input_fired_time: 0.2524524927, output_fired_time: 0.0000000000, propagate_forward_time: 14.8449878693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7923755646
validation[          , genome  6900] predictions:    9738/  10000 (97.38%), best:    9724/10000 (97.24%), error:       922.78271, best error:       921.20325 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 191.6741943359s, input_fired_time: 1.8270878792, output_fired_time: 1.5996153355, propagate_forward_time: 68.4960327148, propagate_backward_time: 114.9032135010, weight_update_time: 0.1875332445, other_time: 4.8482513428
epoch time: 13.3151149750s, input_fired_time: 0.2125791758, output_fired_time: 0.0000000000, propagate_forward_time: 12.4742250443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283111572
validation[          , genome  6900] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       884.91107, best error:       884.91107 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 185.5292968750s, input_fired_time: 1.7376251221, output_fired_time: 1.5789308548, propagate_forward_time: 68.3057174683, propagate_backward_time: 110.3093414307, weight_update_time: 0.1773246527, other_time: 3.5976791382
epoch time: 13.4366493225s, input_fired_time: 0.2155446708, output_fired_time: 0.0000000000, propagate_forward_time: 12.6026821136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184225082
validation[          , genome  6900] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       844.15814, best error:       844.15814 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 179.8025054932s, input_fired_time: 1.8064516783, output_fired_time: 1.5058861971, propagate_forward_time: 66.6672973633, propagate_backward_time: 106.2245712280, weight_update_time: 0.1698800921, other_time: 3.5982894897
epoch time: 14.5790567398s, input_fired_time: 0.2163055241, output_fired_time: 0.0000000000, propagate_forward_time: 13.7423105240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204404831
validation[          , genome  6900] predictions:    9728/  10000 (97.28%), best:    9760/10000 (97.60%), error:       963.65131, best error:       844.15814 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 177.3381347656s, input_fired_time: 1.7343194485, output_fired_time: 1.4794645309, propagate_forward_time: 67.8829040527, propagate_backward_time: 102.7038650513, weight_update_time: 0.1702817529, other_time: 3.5375900269
epoch time: 14.7802391052s, input_fired_time: 0.2221816927, output_fired_time: 0.0000000000, propagate_forward_time: 13.9140214920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6440362930
validation[          , genome  6900] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       838.47217, best error:       838.47217 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 179.4472656250s, input_fired_time: 1.7536541224, output_fired_time: 1.5039824247, propagate_forward_time: 68.6884307861, propagate_backward_time: 103.8607254028, weight_update_time: 0.1710025668, other_time: 3.6404800415
epoch time: 13.3182115555s, input_fired_time: 0.2143643349, output_fired_time: 0.0000000000, propagate_forward_time: 12.4680213928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6358261108
validation[          , genome  6900] predictions:    9734/  10000 (97.34%), best:    9751/10000 (97.51%), error:       935.61951, best error:       838.47217 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 176.6582946777s, input_fired_time: 1.7107046843, output_fired_time: 1.4903506041, propagate_forward_time: 68.4115753174, propagate_backward_time: 101.4101181030, weight_update_time: 0.1704528183, other_time: 3.6355361938
epoch time: 14.6610107422s, input_fired_time: 0.2161628455, output_fired_time: 0.0000000000, propagate_forward_time: 13.8244123459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204357147
validation[          , genome  6900] predictions:    9704/  10000 (97.04%), best:    9751/10000 (97.51%), error:      1025.08972, best error:       838.47217 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 175.7397460938s, input_fired_time: 1.7095043659, output_fired_time: 1.4810173512, propagate_forward_time: 66.1210479736, propagate_backward_time: 102.8708343506, weight_update_time: 0.1700999439, other_time: 3.5573425293
epoch time: 14.7144727707s, input_fired_time: 0.2199834585, output_fired_time: 0.0000000000, propagate_forward_time: 13.8411006927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533889771
validation[          , genome  6900] predictions:    9709/  10000 (97.09%), best:    9751/10000 (97.51%), error:       987.69012, best error:       838.47217 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 180.2612152100s, input_fired_time: 1.7570481300, output_fired_time: 1.5264065266, propagate_forward_time: 68.3107147217, propagate_backward_time: 104.9727859497, weight_update_time: 0.1704004258, other_time: 3.6942520142
epoch time: 13.3208160400s, input_fired_time: 0.2148087472, output_fired_time: 0.0000000000, propagate_forward_time: 12.4831695557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228380203
validation[          , genome  6900] predictions:    9678/  10000 (96.78%), best:    9751/10000 (97.51%), error:      1035.18970, best error:       838.47217 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 178.3813018799s, input_fired_time: 1.7442386150, output_fired_time: 1.5159940720, propagate_forward_time: 69.1043701172, propagate_backward_time: 102.3487091064, weight_update_time: 0.1790733039, other_time: 3.6679992676
epoch time: 14.6550941467s, input_fired_time: 0.2175204158, output_fired_time: 0.0000000000, propagate_forward_time: 13.8012952805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362781525
validation[          , genome  6900] predictions:    9749/  10000 (97.49%), best:    9751/10000 (97.51%), error:       894.12762, best error:       838.47217 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 175.3698425293s, input_fired_time: 1.7113802433, output_fired_time: 1.4727145433, propagate_forward_time: 64.7895050049, propagate_backward_time: 103.7765884399, weight_update_time: 0.1698766351, other_time: 3.6196517944
epoch time: 13.2772302628s, input_fired_time: 0.2158984989, output_fired_time: 0.0000000000, propagate_forward_time: 12.4080371857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6532945633
validation[          , genome  6900] predictions:    9755/  10000 (97.55%), best:    9751/10000 (97.51%), error:       855.95325, best error:       838.47217 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 175.2433166504s, input_fired_time: 1.7076157331, output_fired_time: 1.4801446199, propagate_forward_time: 64.7256011963, propagate_backward_time: 103.7606887817, weight_update_time: 0.1697260737, other_time: 3.5692672729
epoch time: 14.4966878891s, input_fired_time: 0.2183307409, output_fired_time: 0.0000000000, propagate_forward_time: 12.6271276474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6512298584
validation[          , genome  6900] predictions:    9761/  10000 (97.61%), best:    9751/10000 (97.51%), error:       851.79669, best error:       838.47217 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 175.6502227783s, input_fired_time: 2.7302663326, output_fired_time: 1.4821932316, propagate_forward_time: 64.6880340576, propagate_backward_time: 103.1486968994, weight_update_time: 0.1704292744, other_time: 3.6010284424
epoch time: 13.3332757950s, input_fired_time: 0.2186400443, output_fired_time: 0.0000000000, propagate_forward_time: 12.4608640671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6537714005
validation[          , genome  6900] predictions:    9725/  10000 (97.25%), best:    9751/10000 (97.51%), error:       949.85657, best error:       838.47217 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 181.0285339355s, input_fired_time: 1.7523353100, output_fired_time: 1.5216045380, propagate_forward_time: 70.1037902832, propagate_backward_time: 103.8946456909, weight_update_time: 0.1755686253, other_time: 3.7561569214
epoch time: 13.6985578537s, input_fired_time: 0.2178639770, output_fired_time: 0.0000000000, propagate_forward_time: 12.8491039276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315898895
validation[          , genome  6900] predictions:    9714/  10000 (97.14%), best:    9751/10000 (97.51%), error:       961.28113, best error:       838.47217 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 181.8414306641s, input_fired_time: 1.7940475941, output_fired_time: 1.5326046944, propagate_forward_time: 67.0147018433, propagate_backward_time: 106.7017440796, weight_update_time: 0.1754945815, other_time: 4.7983245850
epoch time: 15.8033361435s, input_fired_time: 0.2381532192, output_fired_time: 0.0000000000, propagate_forward_time: 14.8723497391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6928329468
validation[          , genome  6900] predictions:    9733/  10000 (97.33%), best:    9751/10000 (97.51%), error:       914.87585, best error:       838.47217 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 181.7954254150s, input_fired_time: 1.7805564404, output_fired_time: 1.5489003658, propagate_forward_time: 68.4220809937, propagate_backward_time: 106.3089218140, weight_update_time: 0.1751732826, other_time: 3.7349548340
epoch time: 15.1528186798s, input_fired_time: 0.2301801741, output_fired_time: 0.0000000000, propagate_forward_time: 14.1927061081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7299327850
validation[          , genome  6900] predictions:    9734/  10000 (97.34%), best:    9751/10000 (97.51%), error:       846.54529, best error:       838.47217 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 174.4154663086s, input_fired_time: 1.7275855541, output_fired_time: 1.4942847490, propagate_forward_time: 63.6761970520, propagate_backward_time: 102.7331542969, weight_update_time: 0.1724409759, other_time: 4.7842559814
epoch time: 12.9008836746s, input_fired_time: 0.2112826705, output_fired_time: 0.0000000000, propagate_forward_time: 12.0817880630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6078128815
validation[          , genome  6900] predictions:    9733/  10000 (97.33%), best:    9751/10000 (97.51%), error:       920.04712, best error:       838.47217 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 175.5529174805s, input_fired_time: 1.7280932665, output_fired_time: 1.4846301079, propagate_forward_time: 65.8277511597, propagate_backward_time: 102.7543487549, weight_update_time: 0.1734661311, other_time: 3.7580947876
epoch time: 14.4125413895s, input_fired_time: 0.2162938267, output_fired_time: 0.0000000000, propagate_forward_time: 13.5524997711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6437473297
validation[          , genome  6900] predictions:    9734/  10000 (97.34%), best:    9751/10000 (97.51%), error:       886.38898, best error:       838.47217 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 175.3249053955s, input_fired_time: 1.7310450077, output_fired_time: 1.4906080961, propagate_forward_time: 65.7053680420, propagate_backward_time: 102.6957626343, weight_update_time: 0.1727775633, other_time: 3.7021255493
epoch time: 13.0303802490s, input_fired_time: 0.2137413770, output_fired_time: 0.0000000000, propagate_forward_time: 12.1673889160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6492500305
validation[          , genome  6900] predictions:    9736/  10000 (97.36%), best:    9751/10000 (97.51%), error:       914.29413, best error:       838.47217 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 174.7555694580s, input_fired_time: 2.7390565872, output_fired_time: 1.4923682213, propagate_forward_time: 63.5613632202, propagate_backward_time: 103.2546615601, weight_update_time: 0.1715132743, other_time: 3.7081146240
epoch time: 14.5051488876s, input_fired_time: 0.2226542383, output_fired_time: 0.0000000000, propagate_forward_time: 12.5366773605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7458171844
validation[          , genome  6900] predictions:    9757/  10000 (97.57%), best:    9751/10000 (97.51%), error:       881.42328, best error:       838.47217 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 177.4772186279s, input_fired_time: 1.7474708557, output_fired_time: 1.5089215040, propagate_forward_time: 67.7050170898, propagate_backward_time: 102.7413330078, weight_update_time: 0.1730717719, other_time: 3.7744750977
epoch time: 13.3180770874s, input_fired_time: 0.2149460018, output_fired_time: 0.0000000000, propagate_forward_time: 12.4749050140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6282262802
validation[          , genome  6900] predictions:    9749/  10000 (97.49%), best:    9751/10000 (97.51%), error:       888.87830, best error:       838.47217 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 179.6237487793s, input_fired_time: 1.7909302711, output_fired_time: 1.5173610449, propagate_forward_time: 65.7803192139, propagate_backward_time: 106.7181243896, weight_update_time: 0.1760872155, other_time: 3.8170166016
epoch time: 14.2132282257s, input_fired_time: 0.2216729373, output_fired_time: 0.0000000000, propagate_forward_time: 13.3154420853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761131287
validation[          , genome  6900] predictions:    9742/  10000 (97.42%), best:    9751/10000 (97.51%), error:       901.50635, best error:       838.47217 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 178.7447509766s, input_fired_time: 1.7815928459, output_fired_time: 3.5425992012, propagate_forward_time: 67.2958374023, propagate_backward_time: 102.3622360229, weight_update_time: 0.1741650701, other_time: 3.7624893188
epoch time: 14.5367307663s, input_fired_time: 0.2208010256, output_fired_time: 0.0000000000, propagate_forward_time: 13.6705503464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6453790665
validation[          , genome  6900] predictions:    9713/  10000 (97.13%), best:    9751/10000 (97.51%), error:       955.03015, best error:       838.47217 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 181.0919799805s, input_fired_time: 1.8067804575, output_fired_time: 1.5488151312, propagate_forward_time: 67.3171768188, propagate_backward_time: 106.5947265625, weight_update_time: 0.1847046912, other_time: 3.8244857788
epoch time: 14.5502910614s, input_fired_time: 0.2218009681, output_fired_time: 0.0000000000, propagate_forward_time: 13.6793088913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6491813660
validation[          , genome  6900] predictions:    9713/  10000 (97.13%), best:    9751/10000 (97.51%), error:      1002.82458, best error:       838.47217 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 175.7116699219s, input_fired_time: 1.7462700605, output_fired_time: 1.5031994581, propagate_forward_time: 65.2656173706, propagate_backward_time: 103.5258102417, weight_update_time: 0.1759384125, other_time: 3.6707611084
epoch time: 14.4794292450s, input_fired_time: 0.2188081145, output_fired_time: 0.0000000000, propagate_forward_time: 13.6253433228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352777481
validation[          , genome  6900] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       829.88928, best error:       829.88928 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 174.3956451416s, input_fired_time: 2.7432360649, output_fired_time: 1.4808992147, propagate_forward_time: 69.5116806030, propagate_backward_time: 96.9883270264, weight_update_time: 0.1710876077, other_time: 3.6715011597
epoch time: 14.4481687546s, input_fired_time: 0.2249218374, output_fired_time: 0.0000000000, propagate_forward_time: 13.5622682571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6609783173
validation[          , genome  6900] predictions:    9727/  10000 (97.27%), best:    9776/10000 (97.76%), error:       919.25348, best error:       829.88928 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 175.9398498535s, input_fired_time: 1.7857209444, output_fired_time: 1.4912395477, propagate_forward_time: 70.1675415039, propagate_backward_time: 98.7971420288, weight_update_time: 0.1712133288, other_time: 3.6982040405
epoch time: 14.6172780991s, input_fired_time: 0.2229176164, output_fired_time: 0.0000000000, propagate_forward_time: 13.7278823853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6664781570
validation[          , genome  6900] predictions:    9741/  10000 (97.41%), best:    9776/10000 (97.76%), error:       889.23322, best error:       829.88928 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 173.6935424805s, input_fired_time: 1.7340806723, output_fired_time: 1.4809517860, propagate_forward_time: 67.8393478394, propagate_backward_time: 98.0600585938, weight_update_time: 0.1717947125, other_time: 4.5790939331
epoch time: 14.3684301376s, input_fired_time: 1.2310247421, output_fired_time: 0.0000000000, propagate_forward_time: 12.4751663208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622390747
validation[          , genome  6900] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       820.34509, best error:       820.34509 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 173.8041687012s, input_fired_time: 1.7455536127, output_fired_time: 1.4885870218, propagate_forward_time: 65.5115280151, propagate_backward_time: 101.4425354004, weight_update_time: 0.1840702295, other_time: 3.6159591675
epoch time: 14.3660373688s, input_fired_time: 0.2229484171, output_fired_time: 0.0000000000, propagate_forward_time: 13.4885139465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6545753479
validation[          , genome  6900] predictions:    9761/  10000 (97.61%), best:    9754/10000 (97.54%), error:       853.28534, best error:       820.34509 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 175.0395507813s, input_fired_time: 1.7238575220, output_fired_time: 1.4815928936, propagate_forward_time: 67.6825256348, propagate_backward_time: 100.4435272217, weight_update_time: 0.1718895435, other_time: 3.7080383301
epoch time: 23.5396499634s, input_fired_time: 0.2210909128, output_fired_time: 0.0000000000, propagate_forward_time: 22.6765785217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6419811249
validation[          , genome  6900] predictions:    9719/  10000 (97.19%), best:    9754/10000 (97.54%), error:       947.39752, best error:       820.34509 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 174.8899383545s, input_fired_time: 1.7326908112, output_fired_time: 1.4840557575, propagate_forward_time: 64.6016921997, propagate_backward_time: 103.4571075439, weight_update_time: 0.1703066826, other_time: 3.6143875122
epoch time: 14.4818344116s, input_fired_time: 0.2216167152, output_fired_time: 0.0000000000, propagate_forward_time: 13.5973243713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6628932953
validation[          , genome  6900] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       806.74469, best error:       806.74469 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 174.1314697266s, input_fired_time: 1.7243602276, output_fired_time: 1.4753602743, propagate_forward_time: 64.4016036987, propagate_backward_time: 102.9471282959, weight_update_time: 0.1713281423, other_time: 3.5830154419
epoch time: 13.3690299988s, input_fired_time: 0.2193896919, output_fired_time: 0.0000000000, propagate_forward_time: 12.4775400162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6721000671
validation[          , genome  6900] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       879.91138, best error:       806.74469 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 175.4471740723s, input_fired_time: 1.7376258373, output_fired_time: 1.5122156143, propagate_forward_time: 66.8420410156, propagate_backward_time: 101.7193984985, weight_update_time: 0.1729036123, other_time: 3.6358871460
epoch time: 14.5281543732s, input_fired_time: 0.2228618711, output_fired_time: 0.0000000000, propagate_forward_time: 13.6660928726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6391992569
validation[          , genome  6900] predictions:    9768/  10000 (97.68%), best:    9774/10000 (97.74%), error:       831.49854, best error:       806.74469 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 182.1334228516s, input_fired_time: 1.8253248930, output_fired_time: 1.5343163013, propagate_forward_time: 68.7816162109, propagate_backward_time: 106.2021560669, weight_update_time: 0.1827712953, other_time: 3.7900161743
epoch time: 14.4901685715s, input_fired_time: 0.2195055187, output_fired_time: 0.0000000000, propagate_forward_time: 13.6415081024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6291551590
validation[          , genome  6900] predictions:    9736/  10000 (97.36%), best:    9774/10000 (97.74%), error:       941.32281, best error:       806.74469 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 175.8032989502s, input_fired_time: 1.7466561794, output_fired_time: 1.4902490377, propagate_forward_time: 64.1511917114, propagate_backward_time: 104.7863159180, weight_update_time: 0.1718695462, other_time: 3.6288833618
epoch time: 15.6581697464s, input_fired_time: 0.2354570776, output_fired_time: 0.0000000000, propagate_forward_time: 14.6890611649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7336511612
validation[          , genome  6900] predictions:    9754/  10000 (97.54%), best:    9774/10000 (97.74%), error:       858.10876, best error:       806.74469 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 175.2477416992s, input_fired_time: 1.7445317507, output_fired_time: 1.4825445414, propagate_forward_time: 64.8594284058, propagate_backward_time: 103.6102600098, weight_update_time: 0.1708119363, other_time: 3.5509719849
epoch time: 14.4146003723s, input_fired_time: 0.2238466889, output_fired_time: 0.0000000000, propagate_forward_time: 13.5369968414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6537570953
validation[          , genome  6900] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       868.60968, best error:       806.74469 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 181.9343414307s, input_fired_time: 1.8065472841, output_fired_time: 1.5892829895, propagate_forward_time: 65.5608673096, propagate_backward_time: 108.2790756226, weight_update_time: 0.1789588630, other_time: 4.6985702515
epoch time: 14.4178428650s, input_fired_time: 0.2245840579, output_fired_time: 0.0000000000, propagate_forward_time: 13.5568227768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6364364624
validation[          , genome  6900] predictions:    9757/  10000 (97.57%), best:    9774/10000 (97.74%), error:       868.96423, best error:       806.74469 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 174.8956909180s, input_fired_time: 2.7406237125, output_fired_time: 1.4861614704, propagate_forward_time: 64.8175811768, propagate_backward_time: 102.2841491699, weight_update_time: 0.1742344648, other_time: 3.5671691895
epoch time: 14.6175947189s, input_fired_time: 0.2506081760, output_fired_time: 0.0000000000, propagate_forward_time: 13.7152004242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6517858505
validation[          , genome  6900] predictions:    9739/  10000 (97.39%), best:    9774/10000 (97.74%), error:       874.81787, best error:       806.74469 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 174.9801025391s, input_fired_time: 1.7305573225, output_fired_time: 1.4775401354, propagate_forward_time: 65.7475509644, propagate_backward_time: 102.4734497070, weight_update_time: 0.1700173318, other_time: 3.5510025024
epoch time: 14.5834407806s, input_fired_time: 0.2226341963, output_fired_time: 0.0000000000, propagate_forward_time: 13.6884813309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723251343
validation[          , genome  6900] predictions:    9747/  10000 (97.47%), best:    9774/10000 (97.74%), error:       912.09735, best error:       806.74469 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 182.8225708008s, input_fired_time: 1.8210465908, output_fired_time: 1.5314644575, propagate_forward_time: 68.7037048340, propagate_backward_time: 107.0699920654, weight_update_time: 0.1738076508, other_time: 3.6963653564
epoch time: 14.4317226410s, input_fired_time: 0.2186043710, output_fired_time: 0.0000000000, propagate_forward_time: 13.5965576172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165609360
validation[          , genome  6900] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       826.39813, best error:       806.74469 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 174.8915405273s, input_fired_time: 1.7223651409, output_fired_time: 1.4745404720, propagate_forward_time: 65.1271591187, propagate_backward_time: 103.0604858398, weight_update_time: 0.1682266891, other_time: 3.5069961548
epoch time: 14.3970975876s, input_fired_time: 0.2238871902, output_fired_time: 0.0000000000, propagate_forward_time: 13.5459299088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6272802353
validation[          , genome  6900] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       831.72760, best error:       806.74469 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 195.1314849854s, input_fired_time: 1.8933563232, output_fired_time: 1.6728777885, propagate_forward_time: 71.8040161133, propagate_backward_time: 115.9725036621, weight_update_time: 0.1958541423, other_time: 3.7887268066
epoch time: 14.4443168640s, input_fired_time: 0.2193104774, output_fired_time: 0.0000000000, propagate_forward_time: 13.6086235046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6163825989
validation[          , genome  6900] predictions:    9736/  10000 (97.36%), best:    9774/10000 (97.74%), error:       904.64185, best error:       806.74469 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 174.6873474121s, input_fired_time: 1.7314817905, output_fired_time: 2.4955885410, propagate_forward_time: 67.9658203125, propagate_backward_time: 98.9985961914, weight_update_time: 0.1689910442, other_time: 3.4958648682
epoch time: 14.6626262665s, input_fired_time: 0.2249344438, output_fired_time: 0.0000000000, propagate_forward_time: 13.8013820648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6363096237
validation[          , genome  6900] predictions:    9752/  10000 (97.52%), best:    9774/10000 (97.74%), error:       854.85645, best error:       806.74469 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 176.1038513184s, input_fired_time: 1.7325767279, output_fired_time: 1.4847344160, propagate_forward_time: 65.4802856445, propagate_backward_time: 102.8963012695, weight_update_time: 0.1704054326, other_time: 4.5099487305
epoch time: 17.8544483185s, input_fired_time: 0.2712898254, output_fired_time: 0.0000000000, propagate_forward_time: 16.8220424652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7611160278
validation[          , genome  6900] predictions:    9762/  10000 (97.62%), best:    9774/10000 (97.74%), error:       845.26385, best error:       806.74469 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 191.2811126709s, input_fired_time: 1.8685538769, output_fired_time: 1.6069029570, propagate_forward_time: 71.2098541260, propagate_backward_time: 112.7888336182, weight_update_time: 0.1756373048, other_time: 3.8069610596
epoch time: 17.7118968964s, input_fired_time: 0.2841786742, output_fired_time: 0.0000000000, propagate_forward_time: 16.6870384216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7406806946
validation[          , genome  6900] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       841.41925, best error:       806.74469 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 184.9275970459s, input_fired_time: 1.7840182781, output_fired_time: 1.5612987280, propagate_forward_time: 68.8341445923, propagate_backward_time: 109.1074829102, weight_update_time: 0.1703476757, other_time: 3.6406631470
epoch time: 20.4013347626s, input_fired_time: 1.3837338686, output_fired_time: 0.0000000000, propagate_forward_time: 18.1263732910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8912277222
validation[          , genome  6900] predictions:    9751/  10000 (97.51%), best:    9774/10000 (97.74%), error:       880.33783, best error:       806.74469 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 182.2955627441s, input_fired_time: 1.7795261145, output_fired_time: 1.5076584816, propagate_forward_time: 69.8197555542, propagate_backward_time: 105.5430526733, weight_update_time: 0.1909108311, other_time: 3.6455688477
epoch time: 13.2995576859s, input_fired_time: 0.2174422741, output_fired_time: 0.0000000000, propagate_forward_time: 12.4633140564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188011169
validation[          , genome  6900] predictions:    9761/  10000 (97.61%), best:    9774/10000 (97.74%), error:       850.22583, best error:       806.74469 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 175.2265930176s, input_fired_time: 2.7432596684, output_fired_time: 1.4763131142, propagate_forward_time: 66.8991165161, propagate_backward_time: 100.6230468750, weight_update_time: 0.1683093160, other_time: 3.4848556519
epoch time: 14.5250473022s, input_fired_time: 0.2248161584, output_fired_time: 0.0000000000, propagate_forward_time: 13.6696634293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6305675507
validation[          , genome  6900] predictions:    9736/  10000 (97.36%), best:    9774/10000 (97.74%), error:       946.80078, best error:       806.74469 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 181.4533996582s, input_fired_time: 1.7626833916, output_fired_time: 1.5295482874, propagate_forward_time: 68.2413406372, propagate_backward_time: 106.2566986084, weight_update_time: 0.1716353744, other_time: 3.6631393433
epoch time: 14.4628591537s, input_fired_time: 0.2223194540, output_fired_time: 0.0000000000, propagate_forward_time: 13.6150436401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6254959106
validation[          , genome  6900] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       881.65485, best error:       806.74469 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 175.7351226807s, input_fired_time: 1.7297083139, output_fired_time: 1.4727858305, propagate_forward_time: 66.0119018555, propagate_backward_time: 103.0353088379, weight_update_time: 0.1681319028, other_time: 3.4854278564
epoch time: 13.5146474838s, input_fired_time: 0.2226967216, output_fired_time: 0.0000000000, propagate_forward_time: 12.6670112610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249399185
validation[          , genome  6900] predictions:    9735/  10000 (97.35%), best:    9774/10000 (97.74%), error:       975.58472, best error:       806.74469 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 175.6636962891s, input_fired_time: 1.7630538940, output_fired_time: 2.4883856773, propagate_forward_time: 66.1105194092, propagate_backward_time: 101.8456573486, weight_update_time: 0.1680821776, other_time: 3.4560699463
epoch time: 14.5153579712s, input_fired_time: 0.2219900489, output_fired_time: 0.0000000000, propagate_forward_time: 13.6656122208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277561188
validation[          , genome  6900] predictions:    9755/  10000 (97.55%), best:    9774/10000 (97.74%), error:       842.28613, best error:       806.74469 on epoch:    80, 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: 70.7694778442s, input_fired_time: 1.0965267420, output_fired_time: 0.0000000000, propagate_forward_time: 66.4446563721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2282943726
best training[          , genome  6900] predictions:   49586/  50000 (99.17%), best:    9774/10000 (97.74%), error:      1773.16406, best error:       806.74469 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 14.4516191483s, input_fired_time: 0.2202425450, output_fired_time: 0.0000000000, propagate_forward_time: 13.5994825363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318941116
   testing[          , genome  6900] predictions:    9766/  10000 (97.66%), best:    9774/10000 (97.74%), error:       807.12311, best error:       806.74469 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:10:41 (1628): called boinc_finish(0)

</stderr_txt>
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