Nameexact_genome_1512568488_41_5926_0
Workunit2600918
Created7 Dec 2017, 17:10:01 UTC
Sent7 Dec 2017, 17:13:05 UTC
Report deadline14 Dec 2017, 6:55:14 UTC
Received8 Dec 2017, 16:43:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID68773
Run time1 hours 49 min 50 sec
CPU time1 hours 30 min 50 sec
Validate stateValid
Credit1,642.74
Device peak FLOPS3.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
 predictions:    9555/  10000 (95.55%), best:    9649/10000 (96.49%), error:      1437.86731, best error:      1215.85608 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 137.3388061523s, input_fired_time: 0.6944100857, output_fired_time: 1.5444402695, propagate_forward_time: 44.4270286560, propagate_backward_time: 86.0351562500, weight_update_time: 1.0912507772, other_time: 4.6377716064
epoch time: 10.6259679794s, input_fired_time: 0.0871902332, output_fired_time: 0.0000000000, propagate_forward_time: 10.2558298111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2829475403
validation[          , genome  5926] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1160.00159, best error:      1160.00159 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 137.5968933105s, input_fired_time: 0.6665078402, output_fired_time: 0.5589530468, propagate_forward_time: 52.1123046875, propagate_backward_time: 81.7138519287, weight_update_time: 0.0796219632, other_time: 2.5452728271
epoch time: 10.0358438492s, input_fired_time: 0.0747267753, output_fired_time: 0.0000000000, propagate_forward_time: 9.7104997635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2506170273
validation[          , genome  5926] predictions:    9619/  10000 (96.19%), best:    9645/10000 (96.45%), error:      1234.60645, best error:      1160.00159 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 140.2107238770s, input_fired_time: 0.6731322408, output_fired_time: 1.5374301672, propagate_forward_time: 56.5644989014, propagate_backward_time: 78.8921585083, weight_update_time: 0.0829227790, other_time: 2.5435104370
epoch time: 10.7503557205s, input_fired_time: 0.0816278607, output_fired_time: 0.0000000000, propagate_forward_time: 10.3898077011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789201736
validation[          , genome  5926] predictions:    9584/  10000 (95.84%), best:    9645/10000 (96.45%), error:      1353.69641, best error:      1160.00159 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 142.2023162842s, input_fired_time: 0.6469008923, output_fired_time: 0.5576094985, propagate_forward_time: 49.5786514282, propagate_backward_time: 87.8525772095, weight_update_time: 0.0831544101, other_time: 3.5665893555
epoch time: 9.2647142410s, input_fired_time: 0.0774289370, output_fired_time: 0.0000000000, propagate_forward_time: 8.8937883377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934970856
validation[          , genome  5926] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1094.19055, best error:      1094.19055 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 136.9362945557s, input_fired_time: 2.6082234383, output_fired_time: 3.5121483803, propagate_forward_time: 60.2795677185, propagate_backward_time: 67.0034637451, weight_update_time: 0.0857885852, other_time: 3.5328826904
epoch time: 10.8359298706s, input_fired_time: 0.0772169307, output_fired_time: 0.0000000000, propagate_forward_time: 10.4835033417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752094269
validation[          , genome  5926] predictions:    9587/  10000 (95.87%), best:    9673/10000 (96.73%), error:      1350.30261, best error:      1094.19055 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 139.5871429443s, input_fired_time: 0.6710683107, output_fired_time: 0.5212306976, propagate_forward_time: 44.3613319397, propagate_backward_time: 81.3228302002, weight_update_time: 0.1031591445, other_time: 12.7106933594
epoch time: 11.4325857162s, input_fired_time: 0.0818495080, output_fired_time: 0.0000000000, propagate_forward_time: 11.0865354538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642011642
validation[          , genome  5926] predictions:    9655/  10000 (96.55%), best:    9673/10000 (96.73%), error:      1135.44446, best error:      1094.19055 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 138.2043762207s, input_fired_time: 3.7123389244, output_fired_time: 0.5479840040, propagate_forward_time: 49.7715415955, propagate_backward_time: 78.5216369629, weight_update_time: 0.0840845704, other_time: 5.6508636475
epoch time: 11.5188741684s, input_fired_time: 0.0844473839, output_fired_time: 0.0000000000, propagate_forward_time: 11.1503391266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2840881348
validation[          , genome  5926] predictions:    9626/  10000 (96.26%), best:    9673/10000 (96.73%), error:      1191.89709, best error:      1094.19055 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 136.9442138672s, input_fired_time: 0.6674005389, output_fired_time: 0.5763440132, propagate_forward_time: 47.4195785522, propagate_backward_time: 84.6928329468, weight_update_time: 0.0860351995, other_time: 3.5880584717
epoch time: 11.2735404968s, input_fired_time: 0.0761334747, output_fired_time: 0.0000000000, propagate_forward_time: 10.9431943893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2542123795
validation[          , genome  5926] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1070.25464, best error:      1070.25464 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 136.0353851318s, input_fired_time: 2.6874573231, output_fired_time: 2.5425503254, propagate_forward_time: 49.3334999084, propagate_backward_time: 78.9163436890, weight_update_time: 0.0954516381, other_time: 2.5555343628
epoch time: 11.6826744080s, input_fired_time: 0.0765414536, output_fired_time: 0.0000000000, propagate_forward_time: 11.3377523422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2683801651
validation[          , genome  5926] predictions:    9635/  10000 (96.35%), best:    9671/10000 (96.71%), error:      1220.40747, best error:      1070.25464 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 139.9697570801s, input_fired_time: 2.7230441570, output_fired_time: 1.5498237610, propagate_forward_time: 52.9467124939, propagate_backward_time: 80.0376052856, weight_update_time: 0.0836534426, other_time: 2.7125778198
epoch time: 10.3045663834s, input_fired_time: 0.0762181506, output_fired_time: 0.0000000000, propagate_forward_time: 9.9566917419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716560364
validation[          , genome  5926] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1054.33313, best error:      1054.33313 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 167.9154205322s, input_fired_time: 2.0060291290, output_fired_time: 0.5830975175, propagate_forward_time: 63.9570846558, propagate_backward_time: 92.3670043945, weight_update_time: 0.1143168956, other_time: 9.0022048950
epoch time: 15.0570468903s, input_fired_time: 0.0929751396, output_fired_time: 0.0000000000, propagate_forward_time: 14.5963239670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677473068
validation[          , genome  5926] predictions:    9604/  10000 (96.04%), best:    9692/10000 (96.92%), error:      1293.43164, best error:      1054.33313 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 158.2126007080s, input_fired_time: 1.7751786709, output_fired_time: 2.7078828812, propagate_forward_time: 58.8441276550, propagate_backward_time: 88.1137924194, weight_update_time: 0.1107907146, other_time: 6.7716140747
epoch time: 12.2118082047s, input_fired_time: 0.0845595822, output_fired_time: 0.0000000000, propagate_forward_time: 11.8046655655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225831985
validation[          , genome  5926] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1038.85168, best error:      1038.85168 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 155.5760345459s, input_fired_time: 1.7579735518, output_fired_time: 2.5664262772, propagate_forward_time: 50.7467041016, propagate_backward_time: 96.7804260254, weight_update_time: 0.0846420228, other_time: 3.7245025635
epoch time: 11.6330690384s, input_fired_time: 0.0809741989, output_fired_time: 0.0000000000, propagate_forward_time: 11.2504472733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3016471863
validation[          , genome  5926] predictions:    9621/  10000 (96.21%), best:    9697/10000 (96.97%), error:      1212.12158, best error:      1038.85168 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 145.2923431396s, input_fired_time: 3.7334318161, output_fired_time: 0.5355406404, propagate_forward_time: 61.0546379089, propagate_backward_time: 76.2767333984, weight_update_time: 0.0860397220, other_time: 3.6920013428
epoch time: 12.5597639084s, input_fired_time: 0.0816907287, output_fired_time: 0.0000000000, propagate_forward_time: 12.1749143600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031587601
validation[          , genome  5926] predictions:    9651/  10000 (96.51%), best:    9697/10000 (96.97%), error:      1150.39282, best error:      1038.85168 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 135.9675598145s, input_fired_time: 1.6992857456, output_fired_time: 3.6121370792, propagate_forward_time: 47.2739219666, propagate_backward_time: 81.8068847656, weight_update_time: 0.0790837258, other_time: 1.5753326416
epoch time: 12.6237459183s, input_fired_time: 0.0820980445, output_fired_time: 0.0000000000, propagate_forward_time: 12.2784185410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632293701
validation[          , genome  5926] predictions:    9670/  10000 (96.70%), best:    9697/10000 (96.97%), error:      1093.32776, best error:      1038.85168 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 141.4610900879s, input_fired_time: 0.7106067538, output_fired_time: 1.5246170759, propagate_forward_time: 63.4876632690, propagate_backward_time: 70.1715621948, weight_update_time: 0.0933959037, other_time: 5.5666503906
epoch time: 12.3167409897s, input_fired_time: 0.0934257656, output_fired_time: 0.0000000000, propagate_forward_time: 11.9473733902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2759418488
validation[          , genome  5926] predictions:    9667/  10000 (96.67%), best:    9697/10000 (96.97%), error:      1105.63086, best error:      1038.85168 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 143.2270355225s, input_fired_time: 0.7343986034, output_fired_time: 0.5362946987, propagate_forward_time: 48.9773559570, propagate_backward_time: 87.3671569824, weight_update_time: 0.0981279686, other_time: 5.6118164063
epoch time: 10.0687332153s, input_fired_time: 0.0783098862, output_fired_time: 0.0000000000, propagate_forward_time: 9.7405767441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2498464584
validation[          , genome  5926] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1014.57361, best error:      1014.57361 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 140.0720062256s, input_fired_time: 1.7277506590, output_fired_time: 2.4573004246, propagate_forward_time: 54.7941818237, propagate_backward_time: 78.2115554810, weight_update_time: 0.0832038894, other_time: 2.8812103271
epoch time: 12.9278697968s, input_fired_time: 0.0962985381, output_fired_time: 0.0000000000, propagate_forward_time: 12.5540866852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774848938
validation[          , genome  5926] predictions:    9665/  10000 (96.65%), best:    9697/10000 (96.97%), error:      1104.93030, best error:      1014.57361 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 135.4859161377s, input_fired_time: 3.6738440990, output_fired_time: 0.5188652277, propagate_forward_time: 47.7748260498, propagate_backward_time: 77.8695373535, weight_update_time: 0.0788749605, other_time: 5.6488494873
epoch time: 10.7414226532s, input_fired_time: 0.0787236542, output_fired_time: 0.0000000000, propagate_forward_time: 10.3600778580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3026208878
validation[          , genome  5926] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1013.75250, best error:      1013.75250 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 136.9596405029s, input_fired_time: 0.6601414084, output_fired_time: 0.5147513747, propagate_forward_time: 59.5908393860, propagate_backward_time: 73.6239852905, weight_update_time: 0.0886430517, other_time: 2.5699234009
epoch time: 11.3153429031s, input_fired_time: 0.0809081718, output_fired_time: 0.0000000000, propagate_forward_time: 9.9930477142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2413873672
validation[          , genome  5926] predictions:    9677/  10000 (96.77%), best:    9704/10000 (97.04%), error:      1067.04529, best error:      1013.75250 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 138.2274017334s, input_fired_time: 6.7222843170, output_fired_time: 0.5278052688, propagate_forward_time: 59.7701301575, propagate_backward_time: 67.6959457397, weight_update_time: 0.0791816413, other_time: 3.5112380981
epoch time: 10.4535217285s, input_fired_time: 0.0818122923, output_fired_time: 0.0000000000, propagate_forward_time: 10.0853834152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2863264084
validation[          , genome  5926] predictions:    9635/  10000 (96.35%), best:    9704/10000 (97.04%), error:      1174.21680, best error:      1013.75250 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 136.9970245361s, input_fired_time: 0.6903530955, output_fired_time: 0.5143363476, propagate_forward_time: 51.7948455811, propagate_backward_time: 82.3896026611, weight_update_time: 0.0806774870, other_time: 1.6078796387
epoch time: 13.2331657410s, input_fired_time: 0.1008201614, output_fired_time: 0.0000000000, propagate_forward_time: 10.8075160980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3248291016
validation[          , genome  5926] predictions:    9692/  10000 (96.92%), best:    9704/10000 (97.04%), error:      1031.35938, best error:      1013.75250 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 138.6097869873s, input_fired_time: 0.7275525928, output_fired_time: 0.5368885994, propagate_forward_time: 47.5150947571, propagate_backward_time: 84.2293167114, weight_update_time: 0.1007498652, other_time: 5.6009292603
epoch time: 10.4152612686s, input_fired_time: 0.0825778693, output_fired_time: 0.0000000000, propagate_forward_time: 10.0603275299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723560333
validation[          , genome  5926] predictions:    9603/  10000 (96.03%), best:    9704/10000 (97.04%), error:      1302.58337, best error:      1013.75250 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 135.4910125732s, input_fired_time: 0.6744449139, output_fired_time: 0.5269327760, propagate_forward_time: 50.2027282715, propagate_backward_time: 81.5536346436, weight_update_time: 0.0959469154, other_time: 2.5332794189
epoch time: 12.7506790161s, input_fired_time: 0.0821647942, output_fired_time: 0.0000000000, propagate_forward_time: 10.3655347824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3029794693
validation[          , genome  5926] predictions:    9664/  10000 (96.64%), best:    9704/10000 (97.04%), error:      1148.30298, best error:      1013.75250 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 141.6872253418s, input_fired_time: 2.6790740490, output_fired_time: 0.5515492558, propagate_forward_time: 39.5611228943, propagate_backward_time: 95.3170547485, weight_update_time: 0.0826387554, other_time: 3.5784225464
epoch time: 11.1072273254s, input_fired_time: 0.0755109563, output_fired_time: 0.0000000000, propagate_forward_time: 10.7801876068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2515287399
validation[          , genome  5926] predictions:    9646/  10000 (96.46%), best:    9704/10000 (97.04%), error:      1127.17627, best error:      1013.75250 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 139.6004180908s, input_fired_time: 2.6596298218, output_fired_time: 1.5431822538, propagate_forward_time: 59.4037590027, propagate_backward_time: 68.4033966064, weight_update_time: 0.0779217407, other_time: 7.5904541016
epoch time: 10.7446622849s, input_fired_time: 0.0827898532, output_fired_time: 0.0000000000, propagate_forward_time: 10.3610773087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3007955551
validation[          , genome  5926] predictions:    9666/  10000 (96.66%), best:    9704/10000 (97.04%), error:      1087.99341, best error:      1013.75250 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 142.7143402100s, input_fired_time: 0.6727764606, output_fired_time: 0.5174052119, propagate_forward_time: 54.3985977173, propagate_backward_time: 81.5079574585, weight_update_time: 0.0882093981, other_time: 5.6175994873
epoch time: 11.5071086884s, input_fired_time: 0.0900190324, output_fired_time: 0.0000000000, propagate_forward_time: 11.1486616135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2684278488
validation[          , genome  5926] predictions:    9682/  10000 (96.82%), best:    9704/10000 (97.04%), error:      1068.50928, best error:      1013.75250 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 135.3234710693s, input_fired_time: 3.6823396683, output_fired_time: 3.5677969456, propagate_forward_time: 58.1847419739, propagate_backward_time: 63.2501106262, weight_update_time: 0.0867619514, other_time: 6.6384849548
epoch time: 9.2569990158s, input_fired_time: 0.0774423778, output_fired_time: 0.0000000000, propagate_forward_time: 8.9082107544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713460922
validation[          , genome  5926] predictions:    9698/  10000 (96.98%), best:    9704/10000 (97.04%), error:      1031.12415, best error:      1013.75250 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 139.7426757813s, input_fired_time: 0.6778553724, output_fired_time: 2.5305399895, propagate_forward_time: 56.6606559753, propagate_backward_time: 77.3052444458, weight_update_time: 0.0802787319, other_time: 2.5683822632
epoch time: 13.3825721741s, input_fired_time: 2.2011120319, output_fired_time: 0.0000000000, propagate_forward_time: 10.8673524857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3141078949
validation[          , genome  5926] predictions:    9674/  10000 (96.74%), best:    9704/10000 (97.04%), error:      1048.22864, best error:      1013.75250 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 137.4462432861s, input_fired_time: 0.6686428189, output_fired_time: 0.5814679265, propagate_forward_time: 56.5387992859, propagate_backward_time: 77.0802612305, weight_update_time: 0.1370486766, other_time: 2.5770721436
epoch time: 10.3691139221s, input_fired_time: 0.0788689777, output_fired_time: 0.0000000000, propagate_forward_time: 10.0154724121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747726440
validation[          , genome  5926] predictions:    9687/  10000 (96.87%), best:    9704/10000 (97.04%), error:      1055.19897, best error:      1013.75250 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 141.9002685547s, input_fired_time: 0.7065343261, output_fired_time: 3.6273801327, propagate_forward_time: 49.4136581421, propagate_backward_time: 80.6114196777, weight_update_time: 0.0817265362, other_time: 7.5412826538
epoch time: 10.7657461166s, input_fired_time: 0.0770793259, output_fired_time: 0.0000000000, propagate_forward_time: 9.3573398590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3313264847
validation[          , genome  5926] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       992.24677, best error:       992.24677 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 140.6609802246s, input_fired_time: 0.7218238115, output_fired_time: 0.5349988937, propagate_forward_time: 58.5526962280, propagate_backward_time: 79.2676239014, weight_update_time: 0.0797867775, other_time: 1.5838394165
epoch time: 10.0239028931s, input_fired_time: 0.0757710561, output_fired_time: 0.0000000000, propagate_forward_time: 7.6880702972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2600612640
validation[          , genome  5926] predictions:    9691/  10000 (96.91%), best:    9698/10000 (96.98%), error:      1060.39685, best error:       992.24677 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 137.4609832764s, input_fired_time: 6.6783618927, output_fired_time: 0.7672997117, propagate_forward_time: 51.3950004578, propagate_backward_time: 77.0035552979, weight_update_time: 0.0799340606, other_time: 1.6167602539
epoch time: 11.7001991272s, input_fired_time: 0.0877739191, output_fired_time: 0.0000000000, propagate_forward_time: 11.3312368393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2811880112
validation[          , genome  5926] predictions:    9656/  10000 (96.56%), best:    9698/10000 (96.98%), error:      1145.45483, best error:       992.24677 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 140.0649414063s, input_fired_time: 0.6660307050, output_fired_time: 2.5453181267, propagate_forward_time: 57.9299201965, propagate_backward_time: 74.3889999390, weight_update_time: 0.1105364040, other_time: 4.5346755981
epoch time: 12.4628267288s, input_fired_time: 0.0781415775, output_fired_time: 0.0000000000, propagate_forward_time: 12.1224012375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622842789
validation[          , genome  5926] predictions:    9636/  10000 (96.36%), best:    9698/10000 (96.98%), error:      1227.81555, best error:       992.24677 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 137.3201904297s, input_fired_time: 0.6929335594, output_fired_time: 4.5465998650, propagate_forward_time: 54.4664802551, propagate_backward_time: 72.1569137573, weight_update_time: 0.0928285345, other_time: 5.4572677612
epoch time: 9.5384244919s, input_fired_time: 0.0937016234, output_fired_time: 0.0000000000, propagate_forward_time: 9.1484241486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962989807
validation[          , genome  5926] predictions:    9667/  10000 (96.67%), best:    9698/10000 (96.98%), error:      1074.67590, best error:       992.24677 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 137.5382690430s, input_fired_time: 2.7258992195, output_fired_time: 2.5269193649, propagate_forward_time: 44.3234901428, propagate_backward_time: 83.3995590210, weight_update_time: 0.0823609531, other_time: 4.5624008179
epoch time: 10.0524425507s, input_fired_time: 0.0754885226, output_fired_time: 0.0000000000, propagate_forward_time: 9.7270050049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2499494553
validation[          , genome  5926] predictions:    9611/  10000 (96.11%), best:    9698/10000 (96.98%), error:      1207.05652, best error:       992.24677 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 136.0302276611s, input_fired_time: 0.6654570103, output_fired_time: 0.5720188022, propagate_forward_time: 49.2165679932, propagate_backward_time: 80.1028594971, weight_update_time: 0.0837891847, other_time: 5.4733276367
epoch time: 13.2736845016s, input_fired_time: 0.0875305086, output_fired_time: 0.0000000000, propagate_forward_time: 10.7766265869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4095277786
validation[          , genome  5926] predictions:    9652/  10000 (96.52%), best:    9698/10000 (96.98%), error:      1108.39624, best error:       992.24677 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 140.3716735840s, input_fired_time: 4.5911688805, output_fired_time: 0.5336647630, propagate_forward_time: 49.1518287659, propagate_backward_time: 84.5260848999, weight_update_time: 0.0805418491, other_time: 1.5689315796
epoch time: 11.2050285339s, input_fired_time: 0.0804242119, output_fired_time: 0.0000000000, propagate_forward_time: 10.8532333374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713708878
validation[          , genome  5926] predictions:    9648/  10000 (96.48%), best:    9698/10000 (96.98%), error:      1186.35022, best error:       992.24677 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 139.2846527100s, input_fired_time: 0.6884902716, output_fired_time: 0.5187041163, propagate_forward_time: 48.0276641846, propagate_backward_time: 84.4762191772, weight_update_time: 0.0807659626, other_time: 5.5735702515
epoch time: 10.6633348465s, input_fired_time: 0.0824017897, output_fired_time: 0.0000000000, propagate_forward_time: 10.3018684387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790641785
validation[          , genome  5926] predictions:    9686/  10000 (96.86%), best:    9698/10000 (96.98%), error:      1055.99219, best error:       992.24677 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 137.7539825439s, input_fired_time: 1.7056199312, output_fired_time: 1.5556575060, propagate_forward_time: 47.2776718140, propagate_backward_time: 85.6933670044, weight_update_time: 0.0793179274, other_time: 1.5216522217
epoch time: 11.5803623199s, input_fired_time: 0.0812666938, output_fired_time: 0.0000000000, propagate_forward_time: 7.2073616982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2917342186
validation[          , genome  5926] predictions:    9678/  10000 (96.78%), best:    9698/10000 (96.98%), error:      1032.43945, best error:       992.24677 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 135.6918945313s, input_fired_time: 0.6777623296, output_fired_time: 1.5519509315, propagate_forward_time: 55.2133903503, propagate_backward_time: 74.7528839111, weight_update_time: 0.0844504386, other_time: 3.4958953857
epoch time: 10.7040939331s, input_fired_time: 0.0804476216, output_fired_time: 0.0000000000, propagate_forward_time: 10.3082027435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154439926
validation[          , genome  5926] predictions:    9686/  10000 (96.86%), best:    9698/10000 (96.98%), error:      1053.56226, best error:       992.24677 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 134.2820434570s, input_fired_time: 0.6642817855, output_fired_time: 0.5338176489, propagate_forward_time: 40.1978263855, propagate_backward_time: 85.3023071289, weight_update_time: 0.0850271732, other_time: 7.5838165283
epoch time: 10.5221385956s, input_fired_time: 0.0827080756, output_fired_time: 0.0000000000, propagate_forward_time: 10.1634883881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2759418488
validation[          , genome  5926] predictions:    9686/  10000 (96.86%), best:    9698/10000 (96.98%), error:      1060.60181, best error:       992.24677 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 139.5311737061s, input_fired_time: 2.6886196136, output_fired_time: 1.5274779797, propagate_forward_time: 57.7649803162, propagate_backward_time: 74.9668807983, weight_update_time: 0.0799731612, other_time: 2.5832138062
epoch time: 11.8342380524s, input_fired_time: 0.0851411298, output_fired_time: 0.0000000000, propagate_forward_time: 11.4550676346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940292358
validation[          , genome  5926] predictions:    9645/  10000 (96.45%), best:    9698/10000 (96.98%), error:      1168.22803, best error:       992.24677 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 137.5293884277s, input_fired_time: 2.6803200245, output_fired_time: 2.5501987934, propagate_forward_time: 65.1301040649, propagate_backward_time: 63.5372085571, weight_update_time: 0.0782531053, other_time: 3.6315612793
epoch time: 9.5264472961s, input_fired_time: 0.2145075351, output_fired_time: 0.0000000000, propagate_forward_time: 9.0385332108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734069824
validation[          , genome  5926] predictions:    9662/  10000 (96.62%), best:    9698/10000 (96.98%), error:      1062.07922, best error:       992.24677 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 140.0518035889s, input_fired_time: 4.3968496323, output_fired_time: 2.5261514187, propagate_forward_time: 45.2377433777, propagate_backward_time: 86.3478164673, weight_update_time: 0.0871715546, other_time: 1.5432357788
epoch time: 11.7155456543s, input_fired_time: 0.0898464993, output_fired_time: 0.0000000000, propagate_forward_time: 11.3335475922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921514511
validation[          , genome  5926] predictions:    9623/  10000 (96.23%), best:    9698/10000 (96.98%), error:      1248.14246, best error:       992.24677 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 137.9541778564s, input_fired_time: 1.7033134699, output_fired_time: 0.5265403986, propagate_forward_time: 48.2233772278, propagate_backward_time: 85.9902420044, weight_update_time: 0.0837782696, other_time: 1.5107192993
epoch time: 12.0954360962s, input_fired_time: 0.0778083578, output_fired_time: 0.0000000000, propagate_forward_time: 11.7559165955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617111206
validation[          , genome  5926] predictions:    9677/  10000 (96.77%), best:    9698/10000 (96.98%), error:      1032.31824, best error:       992.24677 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 139.7831878662s, input_fired_time: 1.7458955050, output_fired_time: 1.5642746687, propagate_forward_time: 51.6147079468, propagate_backward_time: 77.3068389893, weight_update_time: 0.0817614719, other_time: 7.5514755249
epoch time: 10.3451414108s, input_fired_time: 0.0841154233, output_fired_time: 0.0000000000, propagate_forward_time: 9.9995985031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2614278793
validation[          , genome  5926] predictions:    9675/  10000 (96.75%), best:    9698/10000 (96.98%), error:      1023.79657, best error:       992.24677 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 137.1631317139s, input_fired_time: 1.7342517376, output_fired_time: 2.5381379128, propagate_forward_time: 48.3247146606, propagate_backward_time: 79.0024185181, weight_update_time: 0.0829805657, other_time: 5.5636138916
epoch time: 12.6866111755s, input_fired_time: 0.0876058787, output_fired_time: 0.0000000000, propagate_forward_time: 12.3061637878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928419113
validation[          , genome  5926] predictions:    9691/  10000 (96.91%), best:    9698/10000 (96.98%), error:      1005.26245, best error:       992.24677 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 138.1587524414s, input_fired_time: 2.6765666008, output_fired_time: 5.6559638977, propagate_forward_time: 42.6996383667, propagate_backward_time: 85.6043167114, weight_update_time: 0.0817069784, other_time: 1.5222778320
epoch time: 10.3691539764s, input_fired_time: 0.0788244009, output_fired_time: 0.0000000000, propagate_forward_time: 10.0226516724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676782608
validation[          , genome  5926] predictions:    9703/  10000 (97.03%), best:    9698/10000 (96.98%), error:       995.71686, best error:       992.24677 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 135.5368957520s, input_fired_time: 0.6507933140, output_fired_time: 2.4240028858, propagate_forward_time: 47.1963996887, propagate_backward_time: 80.7420501709, weight_update_time: 0.0812431872, other_time: 4.5236663818
epoch time: 9.1451454163s, input_fired_time: 0.9889004230, output_fired_time: 0.0000000000, propagate_forward_time: 7.8885059357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2677392960
validation[          , genome  5926] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       990.80267, best error:       990.80267 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 137.2752227783s, input_fired_time: 3.6768963337, output_fired_time: 0.5209652185, propagate_forward_time: 41.3190078735, propagate_backward_time: 80.1863174438, weight_update_time: 2.1117229462, other_time: 11.5720367432
epoch time: 12.8860521317s, input_fired_time: 1.0905476809, output_fired_time: 0.0000000000, propagate_forward_time: 11.4892835617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062210083
validation[          , genome  5926] predictions:    9698/  10000 (96.98%), best:    9703/10000 (97.03%), error:      1022.25476, best error:       990.80267 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 153.0077514648s, input_fired_time: 2.7584366798, output_fired_time: 1.5530208349, propagate_forward_time: 61.4505920410, propagate_backward_time: 84.6247406006, weight_update_time: 0.0840940997, other_time: 2.6209564209
epoch time: 10.2802705765s, input_fired_time: 0.0825608671, output_fired_time: 0.0000000000, propagate_forward_time: 9.9277830124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699270248
validation[          , genome  5926] predictions:    9688/  10000 (96.88%), best:    9703/10000 (97.03%), error:      1016.86865, best error:       990.80267 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 140.8287353516s, input_fired_time: 0.6817328334, output_fired_time: 2.5564486980, propagate_forward_time: 37.8811340332, propagate_backward_time: 94.8896942139, weight_update_time: 0.0857228935, other_time: 4.8197326660
epoch time: 12.6520843506s, input_fired_time: 0.0863159299, output_fired_time: 0.0000000000, propagate_forward_time: 12.3053007126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2604675293
validation[          , genome  5926] predictions:    9680/  10000 (96.80%), best:    9703/10000 (97.03%), error:      1077.99048, best error:       990.80267 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 140.3132781982s, input_fired_time: 0.7027461529, output_fired_time: 0.5307260752, propagate_forward_time: 47.7525978088, propagate_backward_time: 89.7896652222, weight_update_time: 0.0793593302, other_time: 1.5375442505
epoch time: 12.9242935181s, input_fired_time: 0.1172503158, output_fired_time: 0.0000000000, propagate_forward_time: 12.5286483765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783946991
validation[          , genome  5926] predictions:    9685/  10000 (96.85%), best:    9703/10000 (97.03%), error:      1067.28027, best error:       990.80267 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 140.1915130615s, input_fired_time: 0.8108450770, output_fired_time: 4.3409566879, propagate_forward_time: 46.8522148132, propagate_backward_time: 83.5211563110, weight_update_time: 0.0918823481, other_time: 4.6663284302
epoch time: 10.4225950241s, input_fired_time: 0.0780068859, output_fired_time: 0.0000000000, propagate_forward_time: 7.9745545387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3700337410
validation[          , genome  5926] predictions:    9660/  10000 (96.60%), best:    9703/10000 (97.03%), error:      1144.72607, best error:       990.80267 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 137.9470825195s, input_fired_time: 0.6592585444, output_fired_time: 3.4253067970, propagate_forward_time: 55.2877960205, propagate_backward_time: 76.0156173706, weight_update_time: 0.0823106244, other_time: 2.5591049194
epoch time: 14.0690641403s, input_fired_time: 1.0937466621, output_fired_time: 0.0000000000, propagate_forward_time: 10.6581287384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3171882629
validation[          , genome  5926] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       976.58789, best error:       976.58789 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 138.0182037354s, input_fired_time: 3.7196223736, output_fired_time: 0.5187447071, propagate_forward_time: 47.5880165100, propagate_backward_time: 80.5577087402, weight_update_time: 0.0833204985, other_time: 5.6341247559
epoch time: 10.2244787216s, input_fired_time: 0.0767689049, output_fired_time: 0.0000000000, propagate_forward_time: 9.8886747360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590351105
validation[          , genome  5926] predictions:    9700/  10000 (97.00%), best:    9708/10000 (97.08%), error:       997.21558, best error:       976.58789 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 135.0687103271s, input_fired_time: 2.6763305664, output_fired_time: 0.5336620212, propagate_forward_time: 56.0765609741, propagate_backward_time: 70.3916549683, weight_update_time: 0.0802897587, other_time: 5.3905029297
epoch time: 12.9229154587s, input_fired_time: 0.1094117984, output_fired_time: 0.0000000000, propagate_forward_time: 12.5081319809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053712845
validation[          , genome  5926] predictions:    9660/  10000 (96.60%), best:    9708/10000 (97.08%), error:      1109.10352, best error:       976.58789 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 133.9923248291s, input_fired_time: 1.6720136404, output_fired_time: 0.5210477114, propagate_forward_time: 47.2498588562, propagate_backward_time: 82.9999694824, weight_update_time: 0.0809138268, other_time: 1.5494384766
epoch time: 10.2617635727s, input_fired_time: 0.0770838633, output_fired_time: 0.0000000000, propagate_forward_time: 9.9277000427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569799423
validation[          , genome  5926] predictions:    9709/  10000 (97.09%), best:    9708/10000 (97.08%), error:       987.88092, best error:       976.58789 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 137.1233062744s, input_fired_time: 0.6993145943, output_fired_time: 0.5154905319, propagate_forward_time: 44.0204734802, propagate_backward_time: 87.3277816772, weight_update_time: 0.0856372043, other_time: 4.5602493286
epoch time: 11.4627904892s, input_fired_time: 0.0817555934, output_fired_time: 0.0000000000, propagate_forward_time: 10.1151809692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2658538818
validation[          , genome  5926] predictions:    9704/  10000 (97.04%), best:    9708/10000 (97.08%), error:      1005.71912, best error:       976.58789 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 140.1152191162s, input_fired_time: 0.6687546372, output_fired_time: 2.5352573395, propagate_forward_time: 52.9636764526, propagate_backward_time: 80.3261489868, weight_update_time: 0.0806861594, other_time: 3.6213684082
epoch time: 9.9765834808s, input_fired_time: 0.0781682059, output_fired_time: 0.0000000000, propagate_forward_time: 8.6414651871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2569503784
validation[          , genome  5926] predictions:    9705/  10000 (97.05%), best:    9708/10000 (97.08%), error:      1020.22406, best error:       976.58789 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 136.8233947754s, input_fired_time: 0.7198590040, output_fired_time: 0.5367106199, propagate_forward_time: 60.3141784668, propagate_backward_time: 71.6674041748, weight_update_time: 0.0774807706, other_time: 3.5852355957
epoch time: 12.9617156982s, input_fired_time: 0.1034921706, output_fired_time: 0.0000000000, propagate_forward_time: 10.5166902542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3415336609
validation[          , genome  5926] predictions:    9642/  10000 (96.42%), best:    9708/10000 (97.08%), error:      1103.70557, best error:       976.58789 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 138.2123565674s, input_fired_time: 0.7196520567, output_fired_time: 0.5306113958, propagate_forward_time: 51.5540084839, propagate_backward_time: 79.8481063843, weight_update_time: 0.0791616812, other_time: 5.5599822998
epoch time: 9.2119398117s, input_fired_time: 0.0807192773, output_fired_time: 0.0000000000, propagate_forward_time: 7.8665618896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2646589279
validation[          , genome  5926] predictions:    9698/  10000 (96.98%), best:    9708/10000 (97.08%), error:       996.04236, best error:       976.58789 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 132.3348693848s, input_fired_time: 0.7408782840, output_fired_time: 1.5037100315, propagate_forward_time: 54.5579566956, propagate_backward_time: 72.0348358154, weight_update_time: 0.0805533230, other_time: 3.4974975586
epoch time: 11.4790878296s, input_fired_time: 0.0807118937, output_fired_time: 0.0000000000, propagate_forward_time: 11.1257934570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725820541
validation[          , genome  5926] predictions:    9660/  10000 (96.60%), best:    9708/10000 (97.08%), error:      1101.94849, best error:       976.58789 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 137.2305603027s, input_fired_time: 2.6850171089, output_fired_time: 2.5328681469, propagate_forward_time: 42.4480056763, propagate_backward_time: 84.9972305298, weight_update_time: 0.0813763291, other_time: 4.5674438477
epoch time: 10.5396556854s, input_fired_time: 0.0797801390, output_fired_time: 0.0000000000, propagate_forward_time: 10.1940126419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658624649
validation[          , genome  5926] predictions:    9673/  10000 (96.73%), best:    9708/10000 (97.08%), error:      1070.59375, best error:       976.58789 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 134.4512481689s, input_fired_time: 0.7002234459, output_fired_time: 4.5389204025, propagate_forward_time: 53.8607177734, propagate_backward_time: 70.9571228027, weight_update_time: 0.0789404064, other_time: 4.3942565918
epoch time: 10.0401878357s, input_fired_time: 0.0799090862, output_fired_time: 0.0000000000, propagate_forward_time: 9.7107162476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2495622635
validation[          , genome  5926] predictions:    9632/  10000 (96.32%), best:    9708/10000 (97.08%), error:      1209.75037, best error:       976.58789 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 137.9587402344s, input_fired_time: 0.6782638431, output_fired_time: 2.5295090675, propagate_forward_time: 49.1878776550, propagate_backward_time: 82.9378585815, weight_update_time: 0.0819719136, other_time: 2.6252212524
epoch time: 17.9298629761s, input_fired_time: 0.0915755183, output_fired_time: 0.0000000000, propagate_forward_time: 17.5249938965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3132934570
validation[          , genome  5926] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       970.21918, best error:       970.21918 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 159.9780578613s, input_fired_time: 3.9768016338, output_fired_time: 0.8301137090, propagate_forward_time: 60.8512039185, propagate_backward_time: 90.6259155273, weight_update_time: 0.0884827077, other_time: 3.6940231323
epoch time: 14.2148656845s, input_fired_time: 0.1125170738, output_fired_time: 0.0000000000, propagate_forward_time: 13.7714424133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309059143
validation[          , genome  5926] predictions:    9668/  10000 (96.68%), best:    9705/10000 (97.05%), error:      1108.16492, best error:       970.21918 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 143.1181793213s, input_fired_time: 2.7014949322, output_fired_time: 0.5458505154, propagate_forward_time: 50.0273742676, propagate_backward_time: 87.1993560791, weight_update_time: 0.0898506194, other_time: 2.6441040039
epoch time: 11.7755012512s, input_fired_time: 0.0968890116, output_fired_time: 0.0000000000, propagate_forward_time: 11.3630228043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3155899048
validation[          , genome  5926] predictions:    9680/  10000 (96.80%), best:    9705/10000 (97.05%), error:      1060.69629, best error:       970.21918 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 182.4150238037s, input_fired_time: 2.9444370270, output_fired_time: 1.7353576422, propagate_forward_time: 70.1946411133, propagate_backward_time: 100.6430511475, weight_update_time: 2.0978946686, other_time: 6.8975372314
epoch time: 13.2560443878s, input_fired_time: 1.0898156166, output_fired_time: 0.0000000000, propagate_forward_time: 11.8280868530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381423950
validation[          , genome  5926] predictions:    9693/  10000 (96.93%), best:    9705/10000 (97.05%), error:      1038.44958, best error:       970.21918 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 154.9029235840s, input_fired_time: 0.8804119229, output_fired_time: 0.6299095750, propagate_forward_time: 55.5237503052, propagate_backward_time: 94.7190856934, weight_update_time: 0.0817112997, other_time: 3.1497573853
epoch time: 13.0326824188s, input_fired_time: 0.1335067451, output_fired_time: 0.0000000000, propagate_forward_time: 10.5562391281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3429365158
validation[          , genome  5926] predictions:    9676/  10000 (96.76%), best:    9705/10000 (97.05%), error:      1090.82654, best error:       970.21918 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 168.2440338135s, input_fired_time: 2.8273296356, output_fired_time: 4.5877652168, propagate_forward_time: 67.6830139160, propagate_backward_time: 89.1018829346, weight_update_time: 2.1427569389, other_time: 4.0440368652
epoch time: 13.1671171188s, input_fired_time: 0.0849165767, output_fired_time: 0.0000000000, propagate_forward_time: 10.7505712509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3316297531
validation[          , genome  5926] predictions:    9666/  10000 (96.66%), best:    9705/10000 (97.05%), error:      1044.65088, best error:       970.21918 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 141.6365509033s, input_fired_time: 0.7198624611, output_fired_time: 3.4476387501, propagate_forward_time: 47.9646377563, propagate_backward_time: 86.9074859619, weight_update_time: 0.0876898691, other_time: 2.5969314575
epoch time: 12.3589286804s, input_fired_time: 0.0817493871, output_fired_time: 0.0000000000, propagate_forward_time: 12.0123214722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648582458
validation[          , genome  5926] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       954.68121, best error:       954.68121 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 162.4390258789s, input_fired_time: 1.7633351088, output_fired_time: 0.6058008671, propagate_forward_time: 61.9569358826, propagate_backward_time: 93.1682052612, weight_update_time: 0.1125255376, other_time: 4.9447402954
epoch time: 10.8602352142s, input_fired_time: 0.0954913199, output_fired_time: 0.0000000000, propagate_forward_time: 10.4450922012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196516037
validation[          , genome  5926] predictions:    9662/  10000 (96.62%), best:    9716/10000 (97.16%), error:      1101.00061, best error:       954.68121 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 153.0368957520s, input_fired_time: 2.7621383667, output_fired_time: 2.6173601151, propagate_forward_time: 63.4912261963, propagate_backward_time: 82.4078216553, weight_update_time: 0.0999987349, other_time: 1.7583465576
epoch time: 12.1580247879s, input_fired_time: 1.1205480099, output_fired_time: 0.0000000000, propagate_forward_time: 8.7229881287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3144884109
validation[          , genome  5926] predictions:    9699/  10000 (96.99%), best:    9716/10000 (97.16%), error:       973.34167, best error:       954.68121 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 155.0167236328s, input_fired_time: 0.8876667619, output_fired_time: 3.5854396820, propagate_forward_time: 61.8116989136, propagate_backward_time: 84.8985214233, weight_update_time: 0.0895962119, other_time: 3.8334045410
epoch time: 15.1504726410s, input_fired_time: 0.1174466312, output_fired_time: 0.0000000000, propagate_forward_time: 12.5753545761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4576711655
validation[          , genome  5926] predictions:    9684/  10000 (96.84%), best:    9716/10000 (97.16%), error:      1029.19885, best error:       954.68121 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 155.9793548584s, input_fired_time: 2.8688066006, output_fired_time: 3.4114806652, propagate_forward_time: 67.1738586426, propagate_backward_time: 78.6652679443, weight_update_time: 0.0948985070, other_time: 3.8599395752
epoch time: 12.9630193710s, input_fired_time: 0.0897919089, output_fired_time: 0.0000000000, propagate_forward_time: 12.5448579788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3283691406
validation[          , genome  5926] predictions:    9678/  10000 (96.78%), best:    9716/10000 (97.16%), error:      1079.22241, best error:       954.68121 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 146.8963317871s, input_fired_time: 3.7563426495, output_fired_time: 0.7473766208, propagate_forward_time: 51.6623878479, propagate_backward_time: 89.0494384766, weight_update_time: 0.0829562619, other_time: 1.6807861328
epoch time: 11.3941640854s, input_fired_time: 0.0832690001, output_fired_time: 0.0000000000, propagate_forward_time: 9.0277585983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2831363678
validation[          , genome  5926] predictions:    9635/  10000 (96.35%), best:    9716/10000 (97.16%), error:      1225.74280, best error:       954.68121 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 147.3798675537s, input_fired_time: 1.6634626389, output_fired_time: 2.5831763744, propagate_forward_time: 40.8532676697, propagate_backward_time: 97.1653900146, weight_update_time: 0.0869179741, other_time: 5.1145629883
epoch time: 12.2357673645s, input_fired_time: 0.0905427784, output_fired_time: 0.0000000000, propagate_forward_time: 11.8034944534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3417301178
validation[          , genome  5926] predictions:    9640/  10000 (96.40%), best:    9716/10000 (97.16%), error:      1239.20972, best error:       954.68121 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 152.2209472656s, input_fired_time: 2.7681984901, output_fired_time: 0.5760354400, propagate_forward_time: 58.2581863403, propagate_backward_time: 86.5129089355, weight_update_time: 0.1274241507, other_time: 4.1056137085
epoch time: 13.2141418457s, input_fired_time: 0.0907666385, output_fired_time: 0.0000000000, propagate_forward_time: 12.8047361374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3186388016
validation[          , genome  5926] predictions:    9675/  10000 (96.75%), best:    9716/10000 (97.16%), error:      1071.69727, best error:       954.68121 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 162.9307250977s, input_fired_time: 0.7826277018, output_fired_time: 0.5943996310, propagate_forward_time: 52.6512908936, propagate_backward_time: 106.0460815430, weight_update_time: 0.0901921839, other_time: 2.8563232422
epoch time: 14.4574184418s, input_fired_time: 0.2373200655, output_fired_time: 0.0000000000, propagate_forward_time: 13.9048881531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152103424
validation[          , genome  5926] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       946.92920, best error:       946.92920 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 149.1578979492s, input_fired_time: 0.7731373906, output_fired_time: 2.5644114017, propagate_forward_time: 46.1316108704, propagate_backward_time: 93.9462432861, weight_update_time: 0.0860984325, other_time: 5.7425079346
epoch time: 12.5622816086s, input_fired_time: 0.0840496942, output_fired_time: 0.0000000000, propagate_forward_time: 12.1766014099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3016309738
validation[          , genome  5926] predictions:    9709/  10000 (97.09%), best:    9714/10000 (97.14%), error:      1004.04639, best error:       946.92920 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 147.9360504150s, input_fired_time: 2.7211704254, output_fired_time: 2.5744063854, propagate_forward_time: 68.5189743042, propagate_backward_time: 69.4994583130, weight_update_time: 0.0852088034, other_time: 4.6220397949
epoch time: 12.2842931747s, input_fired_time: 0.0953892991, output_fired_time: 0.0000000000, propagate_forward_time: 11.8701887131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187150955
validation[          , genome  5926] predictions:    9715/  10000 (97.15%), best:    9714/10000 (97.14%), error:       997.08588, best error:       946.92920 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 150.2446136475s, input_fired_time: 2.8014819622, output_fired_time: 2.6893656254, propagate_forward_time: 64.2937240601, propagate_backward_time: 75.6899032593, weight_update_time: 0.0936497599, other_time: 4.7701416016
epoch time: 10.5703535080s, input_fired_time: 0.0872467086, output_fired_time: 0.0000000000, propagate_forward_time: 10.1795578003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3035488129
validation[          , genome  5926] predictions:    9710/  10000 (97.10%), best:    9714/10000 (97.14%), error:       995.83368, best error:       946.92920 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 154.0803833008s, input_fired_time: 2.8534829617, output_fired_time: 1.6071099043, propagate_forward_time: 57.7822761536, propagate_backward_time: 90.0417480469, weight_update_time: 0.0863626748, other_time: 1.7957611084
epoch time: 14.8411092758s, input_fired_time: 0.0925100967, output_fired_time: 0.0000000000, propagate_forward_time: 14.4328737259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157253265
validation[          , genome  5926] predictions:    9717/  10000 (97.17%), best:    9714/10000 (97.14%), error:       978.99176, best error:       946.92920 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 154.7384796143s, input_fired_time: 0.7773774266, output_fired_time: 0.5554739833, propagate_forward_time: 56.1713485718, propagate_backward_time: 95.5116195679, weight_update_time: 0.0923488140, other_time: 1.7226562500
epoch time: 12.8372240067s, input_fired_time: 0.0993579850, output_fired_time: 0.0000000000, propagate_forward_time: 11.4189233780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3189430237
validation[          , genome  5926] predictions:    9716/  10000 (97.16%), best:    9714/10000 (97.14%), error:       953.57550, best error:       946.92920 on epoch:    95, 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: 60.3799438477s, input_fired_time: 0.4423008263, output_fired_time: 0.0000000000, propagate_forward_time: 58.1017227173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8359184265
best training[          , genome  5926] predictions:   49467/  50000 (98.93%), best:    9714/10000 (97.14%), error:      2176.54297, best error:       946.92920 on epoch:    95, 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: 10.7944116592s, input_fired_time: 0.0891687870, output_fired_time: 0.0000000000, propagate_forward_time: 8.3431253433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3621177673
   testing[          , genome  5926] predictions:    9758/  10000 (97.58%), best:    9714/10000 (97.14%), error:       789.96570, best error:       946.92920 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:53:47 (28052): called boinc_finish(0)

</stderr_txt>
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