Nameexact_genome_1512568488_41_6851_1
Workunit2605523
Created7 Dec 2017, 22:22:10 UTC
Sent7 Dec 2017, 22:25:35 UTC
Report deadline17 Dec 2017, 13:00:56 UTC
Received8 Dec 2017, 10:17:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time3 hours 24 min 33 sec
CPU time3 hours 19 min 19 sec
Validate stateValid
Credit2,401.97
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size122.55 MB
Peak swap size2,590.43 MB
Peak disk usage1.16 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 113.8379745483s, input_fired_time: 0.8447709680, output_fired_time: 0.5863748789, propagate_forward_time: 32.4417533875, propagate_backward_time: 77.9705200195, weight_update_time: 0.1214780509, other_time: 1.9945526123
epoch time: 6.9591312408s, input_fired_time: 0.1135549098, output_fired_time: 0.0000000000, propagate_forward_time: 6.4872612953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583149910
validation[          , genome  6851] predictions:    9677/  10000 (96.77%), best:    9711/10000 (97.11%), error:      1070.07458, best error:       998.02179 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 113.8840026855s, input_fired_time: 0.8503599167, output_fired_time: 0.5965240598, propagate_forward_time: 32.5900344849, propagate_backward_time: 77.8659820557, weight_update_time: 0.1202317551, other_time: 1.9811019897
epoch time: 6.9650301933s, input_fired_time: 0.1100006551, output_fired_time: 0.0000000000, propagate_forward_time: 6.4926462173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623833656
validation[          , genome  6851] predictions:    9716/  10000 (97.16%), best:    9711/10000 (97.11%), error:      1009.73657, best error:       998.02179 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 114.2812423706s, input_fired_time: 0.8425992131, output_fired_time: 0.5905957818, propagate_forward_time: 32.6277160645, propagate_backward_time: 78.2349853516, weight_update_time: 0.1245014593, other_time: 1.9853439331
epoch time: 7.0176825523s, input_fired_time: 0.1158895269, output_fired_time: 0.0000000000, propagate_forward_time: 6.5425267220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592662811
validation[          , genome  6851] predictions:    9713/  10000 (97.13%), best:    9711/10000 (97.11%), error:      1029.35913, best error:       998.02179 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 113.6929016113s, input_fired_time: 0.8544171453, output_fired_time: 0.5926617384, propagate_forward_time: 32.4559288025, propagate_backward_time: 77.8081359863, weight_update_time: 0.1280094832, other_time: 1.9817657471
epoch time: 6.9874181747s, input_fired_time: 0.1141607538, output_fired_time: 0.0000000000, propagate_forward_time: 6.5133366585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599209785
validation[          , genome  6851] predictions:    9635/  10000 (96.35%), best:    9711/10000 (97.11%), error:      1177.57593, best error:       998.02179 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 113.8604583740s, input_fired_time: 0.8478332758, output_fired_time: 0.5971108079, propagate_forward_time: 32.4756050110, propagate_backward_time: 77.9729156494, weight_update_time: 0.1223117113, other_time: 1.9669952393
epoch time: 6.9273815155s, input_fired_time: 0.1098865941, output_fired_time: 0.0000000000, propagate_forward_time: 6.4559011459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615937233
validation[          , genome  6851] predictions:    9704/  10000 (97.04%), best:    9711/10000 (97.11%), error:      1009.97607, best error:       998.02179 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 114.2045288086s, input_fired_time: 0.8472150564, output_fired_time: 0.5921580791, propagate_forward_time: 32.5764198303, propagate_backward_time: 78.1877136230, weight_update_time: 0.1209542677, other_time: 2.0010223389
epoch time: 6.9353699684s, input_fired_time: 0.1098642126, output_fired_time: 0.0000000000, propagate_forward_time: 6.4635148048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619909286
validation[          , genome  6851] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       969.04871, best error:       969.04871 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 114.0678558350s, input_fired_time: 0.8645110130, output_fired_time: 0.6016967893, propagate_forward_time: 32.5538558960, propagate_backward_time: 78.0649948120, weight_update_time: 0.1215462983, other_time: 1.9827957153
epoch time: 6.9590892792s, input_fired_time: 0.1123891622, output_fired_time: 0.0000000000, propagate_forward_time: 6.4798188210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668813705
validation[          , genome  6851] predictions:    9716/  10000 (97.16%), best:    9712/10000 (97.12%), error:       974.19409, best error:       969.04871 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 113.9395599365s, input_fired_time: 0.8460424542, output_fired_time: 0.5955936909, propagate_forward_time: 32.5836067200, propagate_backward_time: 77.9179992676, weight_update_time: 0.1229183823, other_time: 1.9963226318
epoch time: 7.0043106079s, input_fired_time: 0.1112916842, output_fired_time: 0.0000000000, propagate_forward_time: 6.5344777107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585410118
validation[          , genome  6851] predictions:    9726/  10000 (97.26%), best:    9712/10000 (97.12%), error:       994.27856, best error:       969.04871 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 113.9563903809s, input_fired_time: 0.8443163633, output_fired_time: 0.5969150066, propagate_forward_time: 32.5368309021, propagate_backward_time: 77.9860687256, weight_update_time: 0.1244333386, other_time: 1.9922637939
epoch time: 7.0148119926s, input_fired_time: 0.1097866073, output_fired_time: 0.0000000000, propagate_forward_time: 6.5338082314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712172508
validation[          , genome  6851] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       931.22900, best error:       931.22900 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 113.8932037354s, input_fired_time: 0.8465841413, output_fired_time: 0.5887807012, propagate_forward_time: 32.4520683289, propagate_backward_time: 78.0193023682, weight_update_time: 0.1215571165, other_time: 1.9864654541
epoch time: 7.0327572823s, input_fired_time: 0.1163139120, output_fired_time: 0.0000000000, propagate_forward_time: 6.5463562012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700871468
validation[          , genome  6851] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       886.67529, best error:       886.67529 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 113.6768798828s, input_fired_time: 0.8527826667, output_fired_time: 0.6002825499, propagate_forward_time: 32.4516487122, propagate_backward_time: 77.7843170166, weight_update_time: 0.1215234846, other_time: 1.9878540039
epoch time: 6.9365253448s, input_fired_time: 0.1120951995, output_fired_time: 0.0000000000, propagate_forward_time: 6.4595599174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648700714
validation[          , genome  6851] predictions:    9688/  10000 (96.88%), best:    9738/10000 (97.38%), error:      1076.73865, best error:       886.67529 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 113.9865798950s, input_fired_time: 0.8601589799, output_fired_time: 0.5963709950, propagate_forward_time: 32.4728584290, propagate_backward_time: 78.0624160767, weight_update_time: 0.1257453859, other_time: 1.9947738647
epoch time: 6.9955754280s, input_fired_time: 0.1115132347, output_fired_time: 0.0000000000, propagate_forward_time: 6.5213727951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626894951
validation[          , genome  6851] predictions:    9714/  10000 (97.14%), best:    9738/10000 (97.38%), error:       962.41852, best error:       886.67529 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 114.1333084106s, input_fired_time: 0.8542686105, output_fired_time: 0.6029312015, propagate_forward_time: 32.5128097534, propagate_backward_time: 78.1618957520, weight_update_time: 0.1270995587, other_time: 2.0014038086
epoch time: 7.0010747910s, input_fired_time: 0.1195796207, output_fired_time: 0.0000000000, propagate_forward_time: 6.5269613266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545336723
validation[          , genome  6851] predictions:    9724/  10000 (97.24%), best:    9738/10000 (97.38%), error:       969.00171, best error:       886.67529 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 113.8378143311s, input_fired_time: 0.8504906893, output_fired_time: 0.5844120979, propagate_forward_time: 32.5128479004, propagate_backward_time: 77.8781509399, weight_update_time: 0.1263153255, other_time: 2.0119094849
epoch time: 6.9431114197s, input_fired_time: 0.1165926307, output_fired_time: 0.0000000000, propagate_forward_time: 6.4636611938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628578186
validation[          , genome  6851] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       868.76575, best error:       868.76575 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 114.1822204590s, input_fired_time: 0.8534095287, output_fired_time: 0.5888184905, propagate_forward_time: 32.6017417908, propagate_backward_time: 78.1449279785, weight_update_time: 0.1271600276, other_time: 1.9933166504
epoch time: 6.9523983002s, input_fired_time: 0.1143829450, output_fired_time: 0.0000000000, propagate_forward_time: 6.4825267792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554887772
validation[          , genome  6851] predictions:    9705/  10000 (97.05%), best:    9738/10000 (97.38%), error:      1019.50537, best error:       868.76575 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 113.7422332764s, input_fired_time: 0.8443878889, output_fired_time: 0.5931560397, propagate_forward_time: 32.4246139526, propagate_backward_time: 77.8862991333, weight_update_time: 0.1222447976, other_time: 1.9937744141
epoch time: 6.9504027367s, input_fired_time: 0.1119631156, output_fired_time: 0.0000000000, propagate_forward_time: 6.4758377075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626017570
validation[          , genome  6851] predictions:    9725/  10000 (97.25%), best:    9738/10000 (97.38%), error:       943.29657, best error:       868.76575 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 113.8999862671s, input_fired_time: 0.8547629118, output_fired_time: 0.5885678530, propagate_forward_time: 32.5648498535, propagate_backward_time: 77.8934326172, weight_update_time: 0.1271502972, other_time: 1.9983749390
epoch time: 6.9932270050s, input_fired_time: 0.1122947484, output_fired_time: 0.0000000000, propagate_forward_time: 6.5172829628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636493683
validation[          , genome  6851] predictions:    9583/  10000 (95.83%), best:    9738/10000 (97.38%), error:      1361.23975, best error:       868.76575 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 114.1808929443s, input_fired_time: 0.8501513600, output_fired_time: 0.5943274498, propagate_forward_time: 32.6032867432, propagate_backward_time: 78.1395111084, weight_update_time: 0.1201036423, other_time: 1.9936141968
epoch time: 6.9191026688s, input_fired_time: 0.1107039675, output_fired_time: 0.0000000000, propagate_forward_time: 6.4526982307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557004929
validation[          , genome  6851] predictions:    9683/  10000 (96.83%), best:    9738/10000 (97.38%), error:      1090.78003, best error:       868.76575 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 113.8401412964s, input_fired_time: 0.8505917192, output_fired_time: 0.5846576691, propagate_forward_time: 32.5010528564, propagate_backward_time: 77.9105072021, weight_update_time: 0.1229814142, other_time: 1.9933319092
epoch time: 6.9595918655s, input_fired_time: 0.1138389409, output_fired_time: 0.0000000000, propagate_forward_time: 6.4904303551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553223610
validation[          , genome  6851] predictions:    9721/  10000 (97.21%), best:    9738/10000 (97.38%), error:       957.10950, best error:       868.76575 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 113.9339294434s, input_fired_time: 0.8577913642, output_fired_time: 0.5848458409, propagate_forward_time: 32.4786567688, propagate_backward_time: 78.0260925293, weight_update_time: 0.1231851205, other_time: 1.9865417480
epoch time: 6.9492311478s, input_fired_time: 0.1119129956, output_fired_time: 0.0000000000, propagate_forward_time: 6.4778871536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594307899
validation[          , genome  6851] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       828.81683, best error:       828.81683 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 114.0162429810s, input_fired_time: 0.8512525558, output_fired_time: 0.5952738523, propagate_forward_time: 32.5303649902, propagate_backward_time: 78.0458221436, weight_update_time: 0.1208073944, other_time: 1.9935302734
epoch time: 6.9977254868s, input_fired_time: 0.1120368838, output_fired_time: 0.0000000000, propagate_forward_time: 6.5296592712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560295105
validation[          , genome  6851] predictions:    9728/  10000 (97.28%), best:    9768/10000 (97.68%), error:       939.35596, best error:       828.81683 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 114.3283615112s, input_fired_time: 0.8577054143, output_fired_time: 0.5920816064, propagate_forward_time: 32.6132583618, propagate_backward_time: 78.2658996582, weight_update_time: 0.1224300787, other_time: 1.9994201660
epoch time: 6.9558033943s, input_fired_time: 0.1132978499, output_fired_time: 0.0000000000, propagate_forward_time: 6.4863328934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561725616
validation[          , genome  6851] predictions:    9680/  10000 (96.80%), best:    9768/10000 (97.68%), error:      1058.06787, best error:       828.81683 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 114.0707778931s, input_fired_time: 0.8452699780, output_fired_time: 0.6001619101, propagate_forward_time: 32.5242767334, propagate_backward_time: 78.0857086182, weight_update_time: 0.1213816553, other_time: 2.0153656006
epoch time: 6.9476356506s, input_fired_time: 0.1108120456, output_fired_time: 0.0000000000, propagate_forward_time: 6.4807925224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560309410
validation[          , genome  6851] predictions:    9752/  10000 (97.52%), best:    9768/10000 (97.68%), error:       882.23224, best error:       828.81683 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 113.9256820679s, input_fired_time: 0.8496469855, output_fired_time: 0.5928471684, propagate_forward_time: 32.5384559631, propagate_backward_time: 77.9690322876, weight_update_time: 0.1234032363, other_time: 1.9757003784
epoch time: 6.9368638992s, input_fired_time: 0.1120439097, output_fired_time: 0.0000000000, propagate_forward_time: 6.4693841934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554358482
validation[          , genome  6851] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       863.95081, best error:       828.81683 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 114.1825332642s, input_fired_time: 0.8555160165, output_fired_time: 0.5927070975, propagate_forward_time: 32.6328544617, propagate_backward_time: 78.1133651733, weight_update_time: 0.1209530905, other_time: 1.9880905151
epoch time: 6.9827713966s, input_fired_time: 0.1155987233, output_fired_time: 0.0000000000, propagate_forward_time: 6.5102925301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568801880
validation[          , genome  6851] predictions:    9737/  10000 (97.37%), best:    9768/10000 (97.68%), error:       922.99567, best error:       828.81683 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 114.1406021118s, input_fired_time: 0.8634375930, output_fired_time: 0.5900204182, propagate_forward_time: 32.5812683105, propagate_backward_time: 78.1204147339, weight_update_time: 0.1235998869, other_time: 1.9854660034
epoch time: 6.9974904060s, input_fired_time: 0.1156423166, output_fired_time: 0.0000000000, propagate_forward_time: 6.5182962418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635516167
validation[          , genome  6851] predictions:    9738/  10000 (97.38%), best:    9768/10000 (97.68%), error:       891.05695, best error:       828.81683 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 113.8748779297s, input_fired_time: 0.8576617241, output_fired_time: 0.5874036551, propagate_forward_time: 32.5211830139, propagate_backward_time: 77.9200210571, weight_update_time: 0.1210866570, other_time: 1.9886093140
epoch time: 6.9917292595s, input_fired_time: 0.1132397056, output_fired_time: 0.0000000000, propagate_forward_time: 6.5180854797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604040146
validation[          , genome  6851] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       899.06555, best error:       828.81683 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 113.9323806763s, input_fired_time: 0.8479339480, output_fired_time: 0.5889939666, propagate_forward_time: 32.4978370667, propagate_backward_time: 77.9939804077, weight_update_time: 0.1247043908, other_time: 2.0036392212
epoch time: 7.0038938522s, input_fired_time: 0.1135620102, output_fired_time: 0.0000000000, propagate_forward_time: 6.5293087959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610229492
validation[          , genome  6851] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       803.26080, best error:       803.26080 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 114.0221099854s, input_fired_time: 0.8488997817, output_fired_time: 0.5967679620, propagate_forward_time: 32.4910316467, propagate_backward_time: 78.1057891846, weight_update_time: 0.1207692027, other_time: 1.9796142578
epoch time: 6.9933180809s, input_fired_time: 0.1130622700, output_fired_time: 0.0000000000, propagate_forward_time: 6.5208554268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594002724
validation[          , genome  6851] predictions:    9744/  10000 (97.44%), best:    9771/10000 (97.71%), error:       887.16510, best error:       803.26080 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 114.2060928345s, input_fired_time: 0.8541750312, output_fired_time: 0.5997974873, propagate_forward_time: 32.5752830505, propagate_backward_time: 78.1934432983, weight_update_time: 0.1221123561, other_time: 1.9833908081
epoch time: 7.0178365707s, input_fired_time: 0.1123136356, output_fired_time: 0.0000000000, propagate_forward_time: 6.5489354134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565874100
validation[          , genome  6851] predictions:    9752/  10000 (97.52%), best:    9771/10000 (97.71%), error:       825.55597, best error:       803.26080 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 113.8275451660s, input_fired_time: 0.8560827971, output_fired_time: 0.5927941799, propagate_forward_time: 32.5707321167, propagate_backward_time: 77.8243484497, weight_update_time: 0.1274690926, other_time: 1.9835891724
epoch time: 6.9876646996s, input_fired_time: 0.1184680983, output_fired_time: 0.0000000000, propagate_forward_time: 6.5071458817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620505333
validation[          , genome  6851] predictions:    9743/  10000 (97.43%), best:    9771/10000 (97.71%), error:       908.07465, best error:       803.26080 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 114.1712188721s, input_fired_time: 0.8656094074, output_fired_time: 0.5980975628, propagate_forward_time: 32.6073265076, propagate_backward_time: 78.1205062866, weight_update_time: 0.1211173832, other_time: 1.9796829224
epoch time: 6.9594030380s, input_fired_time: 0.1117530093, output_fired_time: 0.0000000000, propagate_forward_time: 6.4917521477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558979034
validation[          , genome  6851] predictions:    9776/  10000 (97.76%), best:    9771/10000 (97.71%), error:       809.95490, best error:       803.26080 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 114.2018508911s, input_fired_time: 0.8580806851, output_fired_time: 0.5890305042, propagate_forward_time: 32.5076522827, propagate_backward_time: 78.2490539551, weight_update_time: 0.1220701784, other_time: 1.9980392456
epoch time: 6.9542841911s, input_fired_time: 0.1103309542, output_fired_time: 0.0000000000, propagate_forward_time: 6.4887590408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551940918
validation[          , genome  6851] predictions:    9707/  10000 (97.07%), best:    9771/10000 (97.71%), error:       957.73413, best error:       803.26080 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 113.9121704102s, input_fired_time: 0.8506438136, output_fired_time: 0.6035663486, propagate_forward_time: 32.5252685547, propagate_backward_time: 77.9345474243, weight_update_time: 0.1218193024, other_time: 1.9981384277
epoch time: 7.0048527718s, input_fired_time: 0.1188956872, output_fired_time: 0.0000000000, propagate_forward_time: 6.5208125114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651447296
validation[          , genome  6851] predictions:    9705/  10000 (97.05%), best:    9771/10000 (97.71%), error:       984.95752, best error:       803.26080 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 114.2818603516s, input_fired_time: 0.8558012247, output_fired_time: 0.6036134362, propagate_forward_time: 32.6803703308, propagate_backward_time: 78.1037597656, weight_update_time: 0.1265620887, other_time: 2.0383148193
epoch time: 6.9878702164s, input_fired_time: 0.1139186099, output_fired_time: 0.0000000000, propagate_forward_time: 6.5195641518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543872833
validation[          , genome  6851] predictions:    9738/  10000 (97.38%), best:    9771/10000 (97.71%), error:       890.22925, best error:       803.26080 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 113.7505035400s, input_fired_time: 0.8634535074, output_fired_time: 0.5942727923, propagate_forward_time: 32.5081901550, propagate_backward_time: 77.8003082275, weight_update_time: 0.1222390980, other_time: 1.9842681885
epoch time: 7.0213022232s, input_fired_time: 0.1110134795, output_fired_time: 0.0000000000, propagate_forward_time: 6.5487165451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615722656
validation[          , genome  6851] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       785.70361, best error:       785.70361 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 113.7719650269s, input_fired_time: 0.8648644686, output_fired_time: 0.5948099494, propagate_forward_time: 32.5018997192, propagate_backward_time: 77.8391189575, weight_update_time: 0.1244256049, other_time: 1.9712677002
epoch time: 7.0110683441s, input_fired_time: 0.1141958758, output_fired_time: 0.0000000000, propagate_forward_time: 6.5324912071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643813133
validation[          , genome  6851] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       828.98627, best error:       785.70361 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 114.2714843750s, input_fired_time: 0.8670519590, output_fired_time: 0.5954309702, propagate_forward_time: 32.6627998352, propagate_backward_time: 78.1507415771, weight_update_time: 0.1283271611, other_time: 1.9954681396
epoch time: 6.9493503571s, input_fired_time: 0.1116252467, output_fired_time: 0.0000000000, propagate_forward_time: 6.4671449661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705801964
validation[          , genome  6851] predictions:    9662/  10000 (96.62%), best:    9773/10000 (97.73%), error:      1129.09985, best error:       785.70361 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 113.5022506714s, input_fired_time: 0.8532622457, output_fired_time: 0.5882507563, propagate_forward_time: 32.4420433044, propagate_backward_time: 77.6403198242, weight_update_time: 0.1202076972, other_time: 1.9783782959
epoch time: 7.0142216682s, input_fired_time: 0.1151230261, output_fired_time: 0.0000000000, propagate_forward_time: 6.5432386398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558602333
validation[          , genome  6851] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       873.53455, best error:       785.70361 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 114.2796096802s, input_fired_time: 0.8685635328, output_fired_time: 0.5813086629, propagate_forward_time: 32.6321182251, propagate_backward_time: 78.2057495117, weight_update_time: 0.1238320991, other_time: 1.9918746948
epoch time: 6.9714488983s, input_fired_time: 0.1142600253, output_fired_time: 0.0000000000, propagate_forward_time: 6.4895210266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676676750
validation[          , genome  6851] predictions:    9694/  10000 (96.94%), best:    9773/10000 (97.73%), error:       970.73059, best error:       785.70361 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 113.8724365234s, input_fired_time: 0.8717225790, output_fired_time: 0.5836237669, propagate_forward_time: 32.4904937744, propagate_backward_time: 77.9340667725, weight_update_time: 0.1205673292, other_time: 1.9925308228
epoch time: 6.9828643799s, input_fired_time: 0.1153926924, output_fired_time: 0.0000000000, propagate_forward_time: 6.5108952522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565764427
validation[          , genome  6851] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       816.90283, best error:       785.70361 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 113.9781265259s, input_fired_time: 0.8593221903, output_fired_time: 0.5835612416, propagate_forward_time: 32.5459556580, propagate_backward_time: 78.0071945190, weight_update_time: 0.1215106919, other_time: 1.9820938110
epoch time: 6.9388966560s, input_fired_time: 0.1119262576, output_fired_time: 0.0000000000, propagate_forward_time: 6.4737973213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531732559
validation[          , genome  6851] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       830.75958, best error:       785.70361 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 114.0341567993s, input_fired_time: 0.8707107902, output_fired_time: 0.5825065374, propagate_forward_time: 32.5574684143, propagate_backward_time: 78.0439147949, weight_update_time: 0.1243611276, other_time: 1.9795532227
epoch time: 6.9516630173s, input_fired_time: 0.1143727377, output_fired_time: 0.0000000000, propagate_forward_time: 6.4736280441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636622429
validation[          , genome  6851] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       884.76294, best error:       785.70361 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 113.8664093018s, input_fired_time: 0.8695002198, output_fired_time: 0.5876986980, propagate_forward_time: 32.5793838501, propagate_backward_time: 77.8362503052, weight_update_time: 0.1215561330, other_time: 1.9935760498
epoch time: 6.9930982590s, input_fired_time: 0.1134491637, output_fired_time: 0.0000000000, propagate_forward_time: 6.5118813515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677678108
validation[          , genome  6851] predictions:    9740/  10000 (97.40%), best:    9773/10000 (97.73%), error:       889.00525, best error:       785.70361 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 114.0583190918s, input_fired_time: 0.8615148067, output_fired_time: 0.5922900438, propagate_forward_time: 32.5401687622, propagate_backward_time: 78.0886154175, weight_update_time: 0.1228882596, other_time: 1.9757308960
epoch time: 6.9703011513s, input_fired_time: 0.1133640781, output_fired_time: 0.0000000000, propagate_forward_time: 6.4996948242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572421074
validation[          , genome  6851] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       763.23248, best error:       763.23248 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 114.1401214600s, input_fired_time: 0.8620068431, output_fired_time: 0.5899939537, propagate_forward_time: 32.5455627441, propagate_backward_time: 78.1407318115, weight_update_time: 0.1252377331, other_time: 2.0018234253
epoch time: 6.9682536125s, input_fired_time: 0.1128215641, output_fired_time: 0.0000000000, propagate_forward_time: 6.4907393456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646926880
validation[          , genome  6851] predictions:    9728/  10000 (97.28%), best:    9774/10000 (97.74%), error:       941.81317, best error:       763.23248 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 113.8614349365s, input_fired_time: 0.8501883149, output_fired_time: 0.5861164927, propagate_forward_time: 32.4809188843, propagate_backward_time: 77.9698867798, weight_update_time: 0.1204340979, other_time: 1.9743270874
epoch time: 6.9941964149s, input_fired_time: 0.1160039082, output_fired_time: 0.0000000000, propagate_forward_time: 6.5111041069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670883179
validation[          , genome  6851] predictions:    9773/  10000 (97.73%), best:    9774/10000 (97.74%), error:       782.38007, best error:       763.23248 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 113.8666381836s, input_fired_time: 0.8597925305, output_fired_time: 0.5915047526, propagate_forward_time: 32.4904670715, propagate_backward_time: 77.9483413696, weight_update_time: 0.1241745204, other_time: 1.9765243530
epoch time: 7.0282597542s, input_fired_time: 0.1149881706, output_fired_time: 0.0000000000, propagate_forward_time: 6.5563936234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568778038
validation[          , genome  6851] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       884.35516, best error:       763.23248 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 113.9924774170s, input_fired_time: 0.8568148017, output_fired_time: 0.6029452682, propagate_forward_time: 32.5020484924, propagate_backward_time: 78.0484085083, weight_update_time: 0.1256032735, other_time: 1.9822616577
epoch time: 7.0055742264s, input_fired_time: 0.1164894402, output_fired_time: 0.0000000000, propagate_forward_time: 6.5209484100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681364059
validation[          , genome  6851] predictions:    9721/  10000 (97.21%), best:    9774/10000 (97.74%), error:       963.96356, best error:       763.23248 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 114.1941528320s, input_fired_time: 0.8738247156, output_fired_time: 0.5923727751, propagate_forward_time: 32.6475524902, propagate_backward_time: 78.0848007202, weight_update_time: 0.1247687265, other_time: 1.9956054688
epoch time: 6.9725608826s, input_fired_time: 0.1150487587, output_fired_time: 0.0000000000, propagate_forward_time: 6.4989137650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585982323
validation[          , genome  6851] predictions:    9698/  10000 (96.98%), best:    9774/10000 (97.74%), error:       979.92761, best error:       763.23248 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 113.7650451660s, input_fired_time: 0.8629449606, output_fired_time: 0.5884613395, propagate_forward_time: 32.4123573303, propagate_backward_time: 77.9191360474, weight_update_time: 0.1211515293, other_time: 1.9821395874
epoch time: 6.9572477341s, input_fired_time: 0.1143991053, output_fired_time: 0.0000000000, propagate_forward_time: 6.4839382172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589105606
validation[          , genome  6851] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       846.22266, best error:       763.23248 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.3188018799s, input_fired_time: 0.8674231172, output_fired_time: 0.5919587016, propagate_forward_time: 32.6728897095, propagate_backward_time: 78.1660156250, weight_update_time: 0.1280967444, other_time: 2.0205154419
epoch time: 7.1421041489s, input_fired_time: 0.1149179116, output_fired_time: 0.0000000000, propagate_forward_time: 6.6620025635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651838303
validation[          , genome  6851] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       856.54767, best error:       763.23248 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 114.0639190674s, input_fired_time: 0.8625110388, output_fired_time: 0.5854594111, propagate_forward_time: 32.5045814514, propagate_backward_time: 78.1365585327, weight_update_time: 0.1228676289, other_time: 1.9748153687
epoch time: 7.0239601135s, input_fired_time: 0.1142370850, output_fired_time: 0.0000000000, propagate_forward_time: 6.5485973358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611254692
validation[          , genome  6851] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       889.04022, best error:       763.23248 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 113.7687301636s, input_fired_time: 0.8714116216, output_fired_time: 0.6001427770, propagate_forward_time: 32.4510841370, propagate_backward_time: 77.8624496460, weight_update_time: 0.1227457225, other_time: 1.9836349487
epoch time: 6.9959988594s, input_fired_time: 0.1154052317, output_fired_time: 0.0000000000, propagate_forward_time: 6.5211930275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594007492
validation[          , genome  6851] predictions:    9747/  10000 (97.47%), best:    9774/10000 (97.74%), error:       927.56238, best error:       763.23248 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 114.3307876587s, input_fired_time: 0.8709700704, output_fired_time: 0.6007753611, propagate_forward_time: 32.5604057312, propagate_backward_time: 78.3163528442, weight_update_time: 0.1257545352, other_time: 1.9822769165
epoch time: 6.9807748795s, input_fired_time: 0.1145649776, output_fired_time: 0.0000000000, propagate_forward_time: 6.5010371208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651728630
validation[          , genome  6851] predictions:    9775/  10000 (97.75%), best:    9774/10000 (97.74%), error:       793.84009, best error:       763.23248 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 114.2569885254s, input_fired_time: 0.8614752889, output_fired_time: 0.5996526480, propagate_forward_time: 32.5842247009, propagate_backward_time: 78.2247161865, weight_update_time: 0.1239316091, other_time: 1.9869232178
epoch time: 7.0366616249s, input_fired_time: 0.1143855155, output_fired_time: 0.0000000000, propagate_forward_time: 6.5601544380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621215820
validation[          , genome  6851] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       829.40613, best error:       763.23248 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 114.8168182373s, input_fired_time: 0.8706780672, output_fired_time: 0.6140707731, propagate_forward_time: 32.7359504700, propagate_backward_time: 78.5876998901, weight_update_time: 0.1220074743, other_time: 2.0084152222
epoch time: 6.9595451355s, input_fired_time: 0.1201065034, output_fired_time: 0.0000000000, propagate_forward_time: 6.4806118011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588266373
validation[          , genome  6851] predictions:    9759/  10000 (97.59%), best:    9774/10000 (97.74%), error:       856.95984, best error:       763.23248 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 113.9632644653s, input_fired_time: 0.8750399351, output_fired_time: 0.5851783156, propagate_forward_time: 32.5998840332, propagate_backward_time: 77.9163208008, weight_update_time: 0.1229422912, other_time: 1.9868469238
epoch time: 6.9733991623s, input_fired_time: 0.1146855131, output_fired_time: 0.0000000000, propagate_forward_time: 6.4999308586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587827682
validation[          , genome  6851] predictions:    9771/  10000 (97.71%), best:    9774/10000 (97.74%), error:       796.33618, best error:       763.23248 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 113.9888687134s, input_fired_time: 0.8650674224, output_fired_time: 0.5870645046, propagate_forward_time: 32.5103988647, propagate_backward_time: 78.0281677246, weight_update_time: 0.1277855486, other_time: 1.9981689453
epoch time: 6.9914059639s, input_fired_time: 0.1152654514, output_fired_time: 0.0000000000, propagate_forward_time: 6.5165753365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595652580
validation[          , genome  6851] predictions:    9775/  10000 (97.75%), best:    9774/10000 (97.74%), error:       788.59076, best error:       763.23248 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 113.9499511719s, input_fired_time: 0.8630878329, output_fired_time: 0.5969880223, propagate_forward_time: 32.4758834839, propagate_backward_time: 77.9899902344, weight_update_time: 0.1298735440, other_time: 2.0240020752
epoch time: 6.9849176407s, input_fired_time: 0.1134597734, output_fired_time: 0.0000000000, propagate_forward_time: 6.5098948479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615632057
validation[          , genome  6851] predictions:    9760/  10000 (97.60%), best:    9774/10000 (97.74%), error:       796.22284, best error:       763.23248 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 114.1193618774s, input_fired_time: 0.8634098172, output_fired_time: 0.5988153219, propagate_forward_time: 32.5308456421, propagate_backward_time: 78.1190795898, weight_update_time: 0.1231684983, other_time: 2.0072097778
epoch time: 6.9963912964s, input_fired_time: 0.1150663272, output_fired_time: 0.0000000000, propagate_forward_time: 6.5215148926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598098755
validation[          , genome  6851] predictions:    9755/  10000 (97.55%), best:    9774/10000 (97.74%), error:       858.70428, best error:       763.23248 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 114.1982650757s, input_fired_time: 0.8745515943, output_fired_time: 0.5905446410, propagate_forward_time: 32.5249595642, propagate_backward_time: 78.2348022461, weight_update_time: 0.1236581951, other_time: 1.9734039307
epoch time: 7.0298347473s, input_fired_time: 0.1144771129, output_fired_time: 0.0000000000, propagate_forward_time: 6.5495729446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657846451
validation[          , genome  6851] predictions:    9744/  10000 (97.44%), best:    9774/10000 (97.74%), error:       870.67566, best error:       763.23248 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 113.9125900269s, input_fired_time: 0.8711830378, output_fired_time: 0.5951050520, propagate_forward_time: 32.5092239380, propagate_backward_time: 77.9448852539, weight_update_time: 0.1213534772, other_time: 1.9921875000
epoch time: 7.0168805122s, input_fired_time: 0.1166461483, output_fired_time: 0.0000000000, propagate_forward_time: 6.5302934647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699407578
validation[          , genome  6851] predictions:    9765/  10000 (97.65%), best:    9774/10000 (97.74%), error:       811.46204, best error:       763.23248 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 114.0307769775s, input_fired_time: 0.8620564938, output_fired_time: 0.5933488607, propagate_forward_time: 32.5536041260, propagate_backward_time: 78.0384826660, weight_update_time: 0.1208337471, other_time: 1.9832916260
epoch time: 6.9800596237s, input_fired_time: 0.1135092899, output_fired_time: 0.0000000000, propagate_forward_time: 6.5042452812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623051643
validation[          , genome  6851] predictions:    9759/  10000 (97.59%), best:    9774/10000 (97.74%), error:       819.09100, best error:       763.23248 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 114.1081771851s, input_fired_time: 0.8653535843, output_fired_time: 0.5936552882, propagate_forward_time: 32.5439567566, propagate_backward_time: 78.1302566528, weight_update_time: 0.1253623515, other_time: 1.9749526978
epoch time: 6.9862251282s, input_fired_time: 0.1160186306, output_fired_time: 0.0000000000, propagate_forward_time: 6.5101118088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600945473
validation[          , genome  6851] predictions:    9759/  10000 (97.59%), best:    9774/10000 (97.74%), error:       789.70648, best error:       763.23248 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 113.9334106445s, input_fired_time: 0.8667634130, output_fired_time: 0.5862113237, propagate_forward_time: 32.5176582336, propagate_backward_time: 77.9788665771, weight_update_time: 0.1273135692, other_time: 1.9839172363
epoch time: 6.9758181572s, input_fired_time: 0.1149019301, output_fired_time: 0.0000000000, propagate_forward_time: 6.4932284355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676877022
validation[          , genome  6851] predictions:    9766/  10000 (97.66%), best:    9774/10000 (97.74%), error:       815.24677, best error:       763.23248 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 114.2102508545s, input_fired_time: 0.8748401403, output_fired_time: 0.5991858840, propagate_forward_time: 32.5380439758, propagate_backward_time: 78.2204818726, weight_update_time: 0.1257648319, other_time: 1.9776992798
epoch time: 6.9192657471s, input_fired_time: 0.1165025234, output_fired_time: 0.0000000000, propagate_forward_time: 6.4448552132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579077721
validation[          , genome  6851] predictions:    9744/  10000 (97.44%), best:    9774/10000 (97.74%), error:       850.23608, best error:       763.23248 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 114.0702896118s, input_fired_time: 0.8742080927, output_fired_time: 0.5956189036, propagate_forward_time: 32.5343170166, propagate_backward_time: 78.0880661011, weight_update_time: 0.1208396852, other_time: 1.9780807495
epoch time: 6.9861464500s, input_fired_time: 0.1205742434, output_fired_time: 0.0000000000, propagate_forward_time: 6.5013480186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642239571
validation[          , genome  6851] predictions:    9755/  10000 (97.55%), best:    9774/10000 (97.74%), error:       829.58508, best error:       763.23248 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 114.0617141724s, input_fired_time: 0.8858509064, output_fired_time: 0.5902412534, propagate_forward_time: 32.5236396790, propagate_backward_time: 78.0888977051, weight_update_time: 0.1228036657, other_time: 1.9730834961
epoch time: 6.9182796478s, input_fired_time: 0.1134831756, output_fired_time: 0.0000000000, propagate_forward_time: 6.4494347572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553619385
validation[          , genome  6851] predictions:    9767/  10000 (97.67%), best:    9774/10000 (97.74%), error:       773.47375, best error:       763.23248 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 114.5145874023s, input_fired_time: 0.8861542344, output_fired_time: 0.6000683904, propagate_forward_time: 32.6465034485, propagate_backward_time: 78.3874893188, weight_update_time: 0.1232189611, other_time: 1.9943771362
epoch time: 6.9550576210s, input_fired_time: 0.1166730672, output_fired_time: 0.0000000000, propagate_forward_time: 6.4736704826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647141457
validation[          , genome  6851] predictions:    9780/  10000 (97.80%), best:    9774/10000 (97.74%), error:       771.68683, best error:       763.23248 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 114.1083221436s, input_fired_time: 0.8782227635, output_fired_time: 0.5855586529, propagate_forward_time: 32.6110610962, propagate_backward_time: 78.0562438965, weight_update_time: 0.1212830022, other_time: 1.9772415161
epoch time: 6.9820947647s, input_fired_time: 0.1142491177, output_fired_time: 0.0000000000, propagate_forward_time: 6.5116782188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561673164
validation[          , genome  6851] predictions:    9720/  10000 (97.20%), best:    9774/10000 (97.74%), error:       907.48267, best error:       763.23248 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 114.4178543091s, input_fired_time: 0.8843570352, output_fired_time: 0.6032845974, propagate_forward_time: 32.6934661865, propagate_backward_time: 78.2558898926, weight_update_time: 0.1208963618, other_time: 1.9808578491
epoch time: 6.9475927353s, input_fired_time: 0.1133864745, output_fired_time: 0.0000000000, propagate_forward_time: 6.4692215919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649845123
validation[          , genome  6851] predictions:    9750/  10000 (97.50%), best:    9774/10000 (97.74%), error:       865.61725, best error:       763.23248 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 114.0999069214s, input_fired_time: 0.8782825470, output_fired_time: 0.5945780277, propagate_forward_time: 32.5330505371, propagate_backward_time: 78.1058120728, weight_update_time: 0.1234466657, other_time: 1.9881820679
epoch time: 6.9780125618s, input_fired_time: 0.1182268262, output_fired_time: 0.0000000000, propagate_forward_time: 6.4965867996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631987572
validation[          , genome  6851] predictions:    9732/  10000 (97.32%), best:    9774/10000 (97.74%), error:       868.73065, best error:       763.23248 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 114.2268829346s, input_fired_time: 0.8707292676, output_fired_time: 0.5967683196, propagate_forward_time: 32.6694908142, propagate_backward_time: 78.0972595215, weight_update_time: 0.1279948503, other_time: 1.9926300049
epoch time: 6.9620037079s, input_fired_time: 0.1204340160, output_fired_time: 0.0000000000, propagate_forward_time: 6.4866485596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549213409
validation[          , genome  6851] predictions:    9770/  10000 (97.70%), best:    9774/10000 (97.74%), error:       837.05219, best error:       763.23248 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 114.3023376465s, input_fired_time: 0.8877846599, output_fired_time: 0.5915573239, propagate_forward_time: 32.5660018921, propagate_backward_time: 78.2761459351, weight_update_time: 0.1219349727, other_time: 1.9808425903
epoch time: 6.9319076538s, input_fired_time: 0.1152236611, output_fired_time: 0.0000000000, propagate_forward_time: 6.4605360031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561477661
validation[          , genome  6851] predictions:    9621/  10000 (96.21%), best:    9774/10000 (97.74%), error:      1233.99316, best error:       763.23248 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 114.0313339233s, input_fired_time: 0.8819038272, output_fired_time: 0.6046674848, propagate_forward_time: 32.5129203796, propagate_backward_time: 78.0407943726, weight_update_time: 0.1209111437, other_time: 1.9910507202
epoch time: 6.9759645462s, input_fired_time: 0.1180459857, output_fired_time: 0.0000000000, propagate_forward_time: 6.4842600822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736586571
validation[          , genome  6851] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       760.83075, best error:       760.83075 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 114.3109817505s, input_fired_time: 0.8628293276, output_fired_time: 0.6006706953, propagate_forward_time: 32.6431465149, propagate_backward_time: 78.2197113037, weight_update_time: 0.1206596866, other_time: 1.9846191406
epoch time: 7.0113024712s, input_fired_time: 0.1174044982, output_fired_time: 0.0000000000, propagate_forward_time: 6.5338973999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600006104
validation[          , genome  6851] predictions:    9768/  10000 (97.68%), best:    9788/10000 (97.88%), error:       785.18939, best error:       760.83075 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 114.1678695679s, input_fired_time: 0.8721993566, output_fired_time: 0.5984528661, propagate_forward_time: 32.5733680725, propagate_backward_time: 78.1332626343, weight_update_time: 0.1211524978, other_time: 1.9905929565
epoch time: 7.0267133713s, input_fired_time: 0.1182737499, output_fired_time: 0.0000000000, propagate_forward_time: 6.5459957123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624439240
validation[          , genome  6851] predictions:    9765/  10000 (97.65%), best:    9788/10000 (97.88%), error:       797.59875, best error:       760.83075 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 114.2370605469s, input_fired_time: 0.8741040230, output_fired_time: 0.6054714322, propagate_forward_time: 32.5083847046, propagate_backward_time: 78.2500991821, weight_update_time: 0.1259808838, other_time: 1.9990005493
epoch time: 7.0169062614s, input_fired_time: 0.1215100214, output_fired_time: 0.0000000000, propagate_forward_time: 6.5386409760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567552567
validation[          , genome  6851] predictions:    9731/  10000 (97.31%), best:    9788/10000 (97.88%), error:       904.41461, best error:       760.83075 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 113.9785232544s, input_fired_time: 0.8803704381, output_fired_time: 0.5863135457, propagate_forward_time: 32.6021766663, propagate_backward_time: 77.9127655029, weight_update_time: 0.1207057238, other_time: 1.9969024658
epoch time: 6.9517221451s, input_fired_time: 0.1192596257, output_fired_time: 0.0000000000, propagate_forward_time: 6.4758639336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565983772
validation[          , genome  6851] predictions:    9754/  10000 (97.54%), best:    9788/10000 (97.88%), error:       862.21942, best error:       760.83075 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 114.1522140503s, input_fired_time: 0.8856479526, output_fired_time: 0.5900343657, propagate_forward_time: 32.5723457336, propagate_backward_time: 78.1021423340, weight_update_time: 0.1239987165, other_time: 2.0020446777
epoch time: 6.9844522476s, input_fired_time: 0.1205079630, output_fired_time: 0.0000000000, propagate_forward_time: 6.4888200760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751239777
validation[          , genome  6851] predictions:    9764/  10000 (97.64%), best:    9788/10000 (97.88%), error:       803.51886, best error:       760.83075 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 113.7933731079s, input_fired_time: 0.8850677013, output_fired_time: 0.5916236043, propagate_forward_time: 32.5312881470, propagate_backward_time: 77.8049850464, weight_update_time: 0.1200069487, other_time: 1.9804077148
epoch time: 6.9871120453s, input_fired_time: 0.1179353222, output_fired_time: 0.0000000000, propagate_forward_time: 6.5050802231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640966415
validation[          , genome  6851] predictions:    9753/  10000 (97.53%), best:    9788/10000 (97.88%), error:       864.59052, best error:       760.83075 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 113.7280197144s, input_fired_time: 0.8801449537, output_fired_time: 0.5968937874, propagate_forward_time: 32.4349746704, propagate_backward_time: 77.8425292969, weight_update_time: 0.1199328303, other_time: 1.9734802246
epoch time: 6.9849467278s, input_fired_time: 0.1165776774, output_fired_time: 0.0000000000, propagate_forward_time: 6.5049843788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633847237
validation[          , genome  6851] predictions:    9777/  10000 (97.77%), best:    9788/10000 (97.88%), error:       767.17200, best error:       760.83075 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 114.0173416138s, input_fired_time: 0.8850638270, output_fired_time: 0.5898243189, propagate_forward_time: 32.4676551819, propagate_backward_time: 78.0668029785, weight_update_time: 0.1284000278, other_time: 2.0079956055
epoch time: 6.9475059509s, input_fired_time: 0.1144460887, output_fired_time: 0.0000000000, propagate_forward_time: 6.4750976562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579621315
validation[          , genome  6851] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       756.14752, best error:       756.14752 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 114.0663986206s, input_fired_time: 0.8785341978, output_fired_time: 0.5952779055, propagate_forward_time: 32.5462417603, propagate_backward_time: 78.0657806396, weight_update_time: 0.1262168735, other_time: 1.9805679321
epoch time: 6.9767918587s, input_fired_time: 0.1205057800, output_fired_time: 0.0000000000, propagate_forward_time: 6.4992141724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570718765
validation[          , genome  6851] predictions:    9767/  10000 (97.67%), best:    9777/10000 (97.77%), error:       801.66852, best error:       756.14752 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 114.1361999512s, input_fired_time: 0.8769516945, output_fired_time: 0.5973356366, propagate_forward_time: 32.5377197266, propagate_backward_time: 78.1395416260, weight_update_time: 0.1203730330, other_time: 1.9846496582
epoch time: 6.9750533104s, input_fired_time: 0.1174509004, output_fired_time: 0.0000000000, propagate_forward_time: 6.5018911362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557114601
validation[          , genome  6851] predictions:    9761/  10000 (97.61%), best:    9777/10000 (97.77%), error:       799.59265, best error:       756.14752 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 113.9213638306s, input_fired_time: 0.8828994632, output_fired_time: 0.5936154723, propagate_forward_time: 32.5248260498, propagate_backward_time: 77.9374771118, weight_update_time: 0.1203467473, other_time: 1.9825515747
epoch time: 6.9765882492s, input_fired_time: 0.1180962548, output_fired_time: 0.0000000000, propagate_forward_time: 6.4873528481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711390495
validation[          , genome  6851] predictions:    9768/  10000 (97.68%), best:    9777/10000 (97.77%), error:       776.87280, best error:       756.14752 on epoch:    97, 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: 34.8771476746s, input_fired_time: 0.5864930153, output_fired_time: 0.0000000000, propagate_forward_time: 32.4652862549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8253669739
best training[          , genome  6851] predictions:   49672/  50000 (99.34%), best:    9777/10000 (97.77%), error:      1436.99353, best error:       756.14752 on epoch:    97, 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: 6.9954848289s, input_fired_time: 0.1145298555, output_fired_time: 0.0000000000, propagate_forward_time: 6.5186510086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623037338
   testing[          , genome  6851] predictions:    9792/  10000 (97.92%), best:    9777/10000 (97.77%), error:       735.99640, best error:       756.14752 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:56:10 (96414): called boinc_finish(0)

</stderr_txt>
]]>