Nameexact_genome_1512568488_44_7068_1
Workunit2606676
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:50:13 UTC
Report deadline15 Dec 2017, 8:44:54 UTC
Received8 Dec 2017, 9:27:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 0 min 53 sec
CPU time2 hours 0 min 53 sec
Validate stateValid
Credit1,842.83
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.88 MB
Peak swap size152.55 MB
Peak disk usage1.13 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
1, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 65.8710784912s, input_fired_time: 0.7936508656, output_fired_time: 0.5005998611, propagate_forward_time: 24.9382839203, propagate_backward_time: 37.9847526550, weight_update_time: 0.0701348931, other_time: 1.6537895203
epoch time: 5.3496246338s, input_fired_time: 0.0789987668, output_fired_time: 0.0000000000, propagate_forward_time: 4.9813733101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892527580
validation[          , genome  7068] predictions:    9698/  10000 (96.98%), best:    9727/10000 (97.27%), error:      1022.82599, best error:       976.83136 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.9795837402s, input_fired_time: 0.7951173782, output_fired_time: 0.5159115791, propagate_forward_time: 24.9908256531, propagate_backward_time: 38.0183715820, weight_update_time: 0.0703423917, other_time: 1.6593513489
epoch time: 5.3526554108s, input_fired_time: 0.0803325176, output_fired_time: 0.0000000000, propagate_forward_time: 4.9809513092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913713455
validation[          , genome  7068] predictions:    9652/  10000 (96.52%), best:    9727/10000 (97.27%), error:      1101.52869, best error:       976.83136 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 65.9575653076s, input_fired_time: 0.7977976203, output_fired_time: 0.5055941343, propagate_forward_time: 24.9353199005, propagate_backward_time: 38.0301895142, weight_update_time: 0.0703186020, other_time: 1.6886672974
epoch time: 5.3571615219s, input_fired_time: 0.0803008527, output_fired_time: 0.0000000000, propagate_forward_time: 4.9814863205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2953743935
validation[          , genome  7068] predictions:    9662/  10000 (96.62%), best:    9727/10000 (97.27%), error:      1121.11646, best error:       976.83136 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 66.3929367065s, input_fired_time: 0.7990112305, output_fired_time: 0.4992709756, propagate_forward_time: 25.1407680511, propagate_backward_time: 38.2560844421, weight_update_time: 0.0706694871, other_time: 1.6978034973
epoch time: 5.5263662338s, input_fired_time: 0.0814115107, output_fired_time: 0.0000000000, propagate_forward_time: 5.1454472542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995076180
validation[          , genome  7068] predictions:    9655/  10000 (96.55%), best:    9727/10000 (97.27%), error:      1133.34521, best error:       976.83136 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 65.9969253540s, input_fired_time: 0.7936878800, output_fired_time: 0.4996617734, propagate_forward_time: 25.0139980316, propagate_backward_time: 38.0258636475, weight_update_time: 0.0700389370, other_time: 1.6637115479
epoch time: 5.3486247063s, input_fired_time: 0.0808880180, output_fired_time: 0.0000000000, propagate_forward_time: 4.9786534309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890834808
validation[          , genome  7068] predictions:    9682/  10000 (96.82%), best:    9727/10000 (97.27%), error:      1020.41351, best error:       976.83136 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 65.8715057373s, input_fired_time: 0.7968399525, output_fired_time: 0.4944976866, propagate_forward_time: 24.9819049835, propagate_backward_time: 37.9648056030, weight_update_time: 0.0696693063, other_time: 1.6334609985
epoch time: 5.3463530540s, input_fired_time: 0.0806820467, output_fired_time: 0.0000000000, propagate_forward_time: 4.9789667130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867040634
validation[          , genome  7068] predictions:    9689/  10000 (96.89%), best:    9727/10000 (97.27%), error:      1024.16736, best error:       976.83136 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 65.8557357788s, input_fired_time: 0.7950853705, output_fired_time: 0.4930743873, propagate_forward_time: 24.9640026093, propagate_backward_time: 37.9790611267, weight_update_time: 0.0698901638, other_time: 1.6245155334
epoch time: 5.3446354866s, input_fired_time: 0.0793542042, output_fired_time: 0.0000000000, propagate_forward_time: 4.9784078598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2868733406
validation[          , genome  7068] predictions:    9546/  10000 (95.46%), best:    9727/10000 (97.27%), error:      1461.91089, best error:       976.83136 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 65.6035537720s, input_fired_time: 0.7836998105, output_fired_time: 0.4909920394, propagate_forward_time: 24.8985824585, propagate_backward_time: 37.8278732300, weight_update_time: 0.0697204322, other_time: 1.6024093628
epoch time: 5.3440699577s, input_fired_time: 0.0789728239, output_fired_time: 0.0000000000, propagate_forward_time: 4.9802045822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2848925591
validation[          , genome  7068] predictions:    9698/  10000 (96.98%), best:    9727/10000 (97.27%), error:      1005.95007, best error:       976.83136 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 65.5622253418s, input_fired_time: 0.7807967663, output_fired_time: 0.4895351231, propagate_forward_time: 24.8855285645, propagate_backward_time: 37.8076057434, weight_update_time: 0.0696333796, other_time: 1.5987586975
epoch time: 5.3629112244s, input_fired_time: 0.0796030834, output_fired_time: 0.0000000000, propagate_forward_time: 4.9956884384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876195908
validation[          , genome  7068] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       941.42682, best error:       941.42682 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 65.8652877808s, input_fired_time: 0.7853204608, output_fired_time: 0.4928177595, propagate_forward_time: 24.9914226532, propagate_backward_time: 37.9692535400, weight_update_time: 0.0700373799, other_time: 1.6264648438
epoch time: 5.3522334099s, input_fired_time: 0.0807797909, output_fired_time: 0.0000000000, propagate_forward_time: 4.9821448326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893090248
validation[          , genome  7068] predictions:    9697/  10000 (96.97%), best:    9718/10000 (97.18%), error:      1034.96021, best error:       941.42682 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 65.8073959351s, input_fired_time: 0.7888363600, output_fired_time: 0.4914556146, propagate_forward_time: 24.9690456390, propagate_backward_time: 37.9191398621, weight_update_time: 0.0699217841, other_time: 1.6389198303
epoch time: 5.4678215981s, input_fired_time: 0.0815540403, output_fired_time: 0.0000000000, propagate_forward_time: 5.0943102837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919573784
validation[          , genome  7068] predictions:    9676/  10000 (96.76%), best:    9718/10000 (97.18%), error:      1104.12170, best error:       941.42682 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 66.0398941040s, input_fired_time: 0.7914493680, output_fired_time: 0.5015697479, propagate_forward_time: 25.0703258514, propagate_backward_time: 38.0545158386, weight_update_time: 0.0702277198, other_time: 1.6220283508
epoch time: 5.3494896889s, input_fired_time: 0.0813617036, output_fired_time: 0.0000000000, propagate_forward_time: 4.9812068939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869210243
validation[          , genome  7068] predictions:    9591/  10000 (95.91%), best:    9718/10000 (97.18%), error:      1346.32581, best error:       941.42682 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 65.7171401978s, input_fired_time: 0.7893514633, output_fired_time: 0.4906412363, propagate_forward_time: 24.9413547516, propagate_backward_time: 37.8812294006, weight_update_time: 0.0699830428, other_time: 1.6145668030
epoch time: 5.3481421471s, input_fired_time: 0.0801305994, output_fired_time: 0.0000000000, propagate_forward_time: 4.9810619354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869496346
validation[          , genome  7068] predictions:    9639/  10000 (96.39%), best:    9718/10000 (97.18%), error:      1205.18689, best error:       941.42682 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 66.0882644653s, input_fired_time: 0.7972069383, output_fired_time: 0.4976411462, propagate_forward_time: 25.0430183411, propagate_backward_time: 38.1149101257, weight_update_time: 0.0711983964, other_time: 1.6354827881
epoch time: 5.3665213585s, input_fired_time: 0.0845114142, output_fired_time: 0.0000000000, propagate_forward_time: 4.9850687981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969412804
validation[          , genome  7068] predictions:    9673/  10000 (96.73%), best:    9718/10000 (97.18%), error:      1032.38818, best error:       941.42682 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 66.3189086914s, input_fired_time: 0.8181617856, output_fired_time: 0.5034725666, propagate_forward_time: 25.0793247223, propagate_backward_time: 38.1787567139, weight_update_time: 0.0757946223, other_time: 1.7391967773
epoch time: 5.4741406441s, input_fired_time: 0.0851295069, output_fired_time: 0.0000000000, propagate_forward_time: 5.0905056000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985053062
validation[          , genome  7068] predictions:    9625/  10000 (96.25%), best:    9718/10000 (97.18%), error:      1214.38623, best error:       941.42682 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 66.2692108154s, input_fired_time: 0.8187274337, output_fired_time: 0.4971695542, propagate_forward_time: 25.0893859863, propagate_backward_time: 38.1300811768, weight_update_time: 0.0762096941, other_time: 1.7338485718
epoch time: 5.3633289337s, input_fired_time: 0.0844394565, output_fired_time: 0.0000000000, propagate_forward_time: 4.9833974838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954921722
validation[          , genome  7068] predictions:    9687/  10000 (96.87%), best:    9718/10000 (97.18%), error:      1059.52979, best error:       941.42682 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 65.9421615601s, input_fired_time: 0.8180990815, output_fired_time: 0.4950129688, propagate_forward_time: 24.9552879333, propagate_backward_time: 37.9549293518, weight_update_time: 0.0758381858, other_time: 1.7188339233
epoch time: 5.3880815506s, input_fired_time: 0.0858891234, output_fired_time: 0.0000000000, propagate_forward_time: 5.0047941208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973980904
validation[          , genome  7068] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       916.94458, best error:       916.94458 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 66.1946182251s, input_fired_time: 0.8245338798, output_fired_time: 0.4963898659, propagate_forward_time: 25.0502471924, propagate_backward_time: 38.0841903687, weight_update_time: 0.0764328912, other_time: 1.7392578125
epoch time: 5.3653407097s, input_fired_time: 0.0864201933, output_fired_time: 0.0000000000, propagate_forward_time: 4.9834957123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954249382
validation[          , genome  7068] predictions:    9694/  10000 (96.94%), best:    9721/10000 (97.21%), error:      1027.68384, best error:       916.94458 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 66.0291290283s, input_fired_time: 0.8184453845, output_fired_time: 0.4952633679, propagate_forward_time: 24.9942092896, propagate_backward_time: 37.9888420105, weight_update_time: 0.0759564936, other_time: 1.7323722839
epoch time: 5.3643970490s, input_fired_time: 0.0863171369, output_fired_time: 0.0000000000, propagate_forward_time: 4.9821395874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2959403992
validation[          , genome  7068] predictions:    9692/  10000 (96.92%), best:    9721/10000 (97.21%), error:       957.80988, best error:       916.94458 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 65.8977737427s, input_fired_time: 0.8190136552, output_fired_time: 0.4941189289, propagate_forward_time: 24.9385986328, propagate_backward_time: 37.9050521851, weight_update_time: 0.0761298686, other_time: 1.7409896851
epoch time: 5.3753662109s, input_fired_time: 0.0885276645, output_fired_time: 0.0000000000, propagate_forward_time: 4.9858684540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009700775
validation[          , genome  7068] predictions:    9715/  10000 (97.15%), best:    9721/10000 (97.21%), error:       990.58789, best error:       916.94458 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 66.2514801025s, input_fired_time: 0.8212510943, output_fired_time: 0.4983442426, propagate_forward_time: 25.0756435394, propagate_backward_time: 38.1071243286, weight_update_time: 0.0762074292, other_time: 1.7491149902
epoch time: 5.3708043098s, input_fired_time: 0.0863110349, output_fired_time: 0.0000000000, propagate_forward_time: 4.9878659248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966275215
validation[          , genome  7068] predictions:    9706/  10000 (97.06%), best:    9721/10000 (97.21%), error:       959.10120, best error:       916.94458 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 65.8508758545s, input_fired_time: 0.8191735148, output_fired_time: 0.4949988127, propagate_forward_time: 24.9150257111, propagate_backward_time: 37.8863906860, weight_update_time: 0.0766548887, other_time: 1.7352905273
epoch time: 5.3688807487s, input_fired_time: 0.0863869339, output_fired_time: 0.0000000000, propagate_forward_time: 4.9858341217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966594696
validation[          , genome  7068] predictions:    9710/  10000 (97.10%), best:    9721/10000 (97.21%), error:       962.59332, best error:       916.94458 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.9822082520s, input_fired_time: 0.8254556656, output_fired_time: 0.4960354865, propagate_forward_time: 24.9670085907, propagate_backward_time: 37.9514045715, weight_update_time: 0.0766990557, other_time: 1.7423057556
epoch time: 5.3653621674s, input_fired_time: 0.0859993771, output_fired_time: 0.0000000000, propagate_forward_time: 4.9849948883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943677902
validation[          , genome  7068] predictions:    9687/  10000 (96.87%), best:    9721/10000 (97.21%), error:      1004.49084, best error:       916.94458 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 65.8955993652s, input_fired_time: 0.8163962960, output_fired_time: 0.4940128922, propagate_forward_time: 24.9468765259, propagate_backward_time: 37.9274597168, weight_update_time: 0.0755623877, other_time: 1.7108535767
epoch time: 5.3630743027s, input_fired_time: 0.0859043673, output_fired_time: 0.0000000000, propagate_forward_time: 4.9830660820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2941036224
validation[          , genome  7068] predictions:    9677/  10000 (96.77%), best:    9721/10000 (97.21%), error:      1112.54175, best error:       916.94458 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 66.0071258545s, input_fired_time: 0.8171449304, output_fired_time: 0.4945319295, propagate_forward_time: 24.9919204712, propagate_backward_time: 37.9744300842, weight_update_time: 0.0758776590, other_time: 1.7290992737
epoch time: 5.3760795593s, input_fired_time: 0.0870571360, output_fired_time: 0.0000000000, propagate_forward_time: 4.9911313057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2978911400
validation[          , genome  7068] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       875.62555, best error:       875.62555 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 66.1951904297s, input_fired_time: 0.8089774847, output_fired_time: 0.4982101321, propagate_forward_time: 25.0825519562, propagate_backward_time: 38.1516113281, weight_update_time: 0.0712250099, other_time: 1.6538467407
epoch time: 5.3577294350s, input_fired_time: 0.0815350935, output_fired_time: 0.0000000000, propagate_forward_time: 4.9858646393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2903299332
validation[          , genome  7068] predictions:    9701/  10000 (97.01%), best:    9737/10000 (97.37%), error:       960.10321, best error:       875.62555 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 65.9193344116s, input_fired_time: 0.8088474870, output_fired_time: 0.5080371499, propagate_forward_time: 25.0042037964, propagate_backward_time: 37.9642028809, weight_update_time: 0.0701908246, other_time: 1.6340484619
epoch time: 5.3581676483s, input_fired_time: 0.0822607800, output_fired_time: 0.0000000000, propagate_forward_time: 4.9864978790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894091606
validation[          , genome  7068] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       853.36389, best error:       853.36389 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 65.7841110229s, input_fired_time: 0.8026263714, output_fired_time: 0.4905720353, propagate_forward_time: 24.9645099640, propagate_backward_time: 37.9012794495, weight_update_time: 0.0700848177, other_time: 1.6251258850
epoch time: 5.5011219978s, input_fired_time: 0.0873835459, output_fired_time: 0.0000000000, propagate_forward_time: 5.1114158630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3023223877
validation[          , genome  7068] predictions:    9725/  10000 (97.25%), best:    9755/10000 (97.55%), error:       910.87537, best error:       853.36389 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 66.9265670776s, input_fired_time: 0.8113757372, output_fired_time: 0.5026608109, propagate_forward_time: 25.4262828827, propagate_backward_time: 38.5355453491, weight_update_time: 0.0709972903, other_time: 1.6506958008
epoch time: 5.5123038292s, input_fired_time: 0.0852598920, output_fired_time: 0.0000000000, propagate_forward_time: 5.1315989494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954449654
validation[          , genome  7068] predictions:    9719/  10000 (97.19%), best:    9755/10000 (97.55%), error:       930.60748, best error:       853.36389 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 66.6284484863s, input_fired_time: 0.8068939447, output_fired_time: 0.5111675858, propagate_forward_time: 25.2096195221, propagate_backward_time: 38.4570655823, weight_update_time: 0.0705498680, other_time: 1.6437034607
epoch time: 5.4670257568s, input_fired_time: 0.0846836567, output_fired_time: 0.0000000000, propagate_forward_time: 5.0905771255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917652130
validation[          , genome  7068] predictions:    9605/  10000 (96.05%), best:    9755/10000 (97.55%), error:      1221.75830, best error:       853.36389 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 66.4573669434s, input_fired_time: 0.8091133833, output_fired_time: 0.5010367036, propagate_forward_time: 25.2047538757, propagate_backward_time: 38.3108139038, weight_update_time: 0.0707605332, other_time: 1.6316490173
epoch time: 5.4019956589s, input_fired_time: 0.0829993114, output_fired_time: 0.0000000000, propagate_forward_time: 5.0317206383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2872757912
validation[          , genome  7068] predictions:    9647/  10000 (96.47%), best:    9755/10000 (97.55%), error:      1099.92139, best error:       853.36389 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 66.1039581299s, input_fired_time: 0.8030794263, output_fired_time: 0.5010101795, propagate_forward_time: 25.0818729401, propagate_backward_time: 38.1122169495, weight_update_time: 0.0701771379, other_time: 1.6057853699
epoch time: 5.3478355408s, input_fired_time: 0.0822935626, output_fired_time: 0.0000000000, propagate_forward_time: 4.9804530144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850890160
validation[          , genome  7068] predictions:    9572/  10000 (95.72%), best:    9755/10000 (97.55%), error:      1342.39478, best error:       853.36389 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 65.8591003418s, input_fired_time: 0.8030433655, output_fired_time: 0.4996657372, propagate_forward_time: 25.0211887360, propagate_backward_time: 37.9347648621, weight_update_time: 0.0699525997, other_time: 1.6004447937
epoch time: 5.3741044998s, input_fired_time: 0.0876191631, output_fired_time: 0.0000000000, propagate_forward_time: 4.9872574806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992277145
validation[          , genome  7068] predictions:    9743/  10000 (97.43%), best:    9755/10000 (97.55%), error:       863.49481, best error:       853.36389 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 65.8441390991s, input_fired_time: 0.8203436136, output_fired_time: 0.4945105612, propagate_forward_time: 24.9168205261, propagate_backward_time: 37.8706092834, weight_update_time: 0.0765071213, other_time: 1.7418594360
epoch time: 5.3661880493s, input_fired_time: 0.0869021714, output_fired_time: 0.0000000000, propagate_forward_time: 4.9844079018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2948780060
validation[          , genome  7068] predictions:    9752/  10000 (97.52%), best:    9755/10000 (97.55%), error:       870.05225, best error:       853.36389 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 65.8690872192s, input_fired_time: 0.8221336007, output_fired_time: 0.4940361381, propagate_forward_time: 24.9279537201, propagate_backward_time: 37.8755950928, weight_update_time: 0.0765324458, other_time: 1.7493667603
epoch time: 5.3696269989s, input_fired_time: 0.0862351879, output_fired_time: 0.0000000000, propagate_forward_time: 4.9852948189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2980971336
validation[          , genome  7068] predictions:    9648/  10000 (96.48%), best:    9755/10000 (97.55%), error:      1168.62646, best error:       853.36389 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 65.9098663330s, input_fired_time: 0.8266173601, output_fired_time: 0.4946791828, propagate_forward_time: 24.9326572418, propagate_backward_time: 37.9070701599, weight_update_time: 0.0765405893, other_time: 1.7488441467
epoch time: 5.3689126968s, input_fired_time: 0.0851336494, output_fired_time: 0.0000000000, propagate_forward_time: 4.9865622520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2972168922
validation[          , genome  7068] predictions:    9689/  10000 (96.89%), best:    9755/10000 (97.55%), error:      1001.96881, best error:       853.36389 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.9886322021s, input_fired_time: 0.8307574391, output_fired_time: 0.4951470792, propagate_forward_time: 24.9781570435, propagate_backward_time: 37.9293899536, weight_update_time: 0.0765929073, other_time: 1.7551803589
epoch time: 5.3694620132s, input_fired_time: 0.0866957009, output_fired_time: 0.0000000000, propagate_forward_time: 4.9855704308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971959114
validation[          , genome  7068] predictions:    9735/  10000 (97.35%), best:    9755/10000 (97.55%), error:       880.30249, best error:       853.36389 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 66.8306198120s, input_fired_time: 0.8374294639, output_fired_time: 0.5004594326, propagate_forward_time: 25.2964000702, propagate_backward_time: 38.4236526489, weight_update_time: 0.0775058791, other_time: 1.7726745605
epoch time: 5.3899626732s, input_fired_time: 0.0905285180, output_fired_time: 0.0000000000, propagate_forward_time: 4.9948163033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046178818
validation[          , genome  7068] predictions:    9707/  10000 (97.07%), best:    9755/10000 (97.55%), error:       918.17725, best error:       853.36389 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 65.9614562988s, input_fired_time: 0.8305981159, output_fired_time: 0.4949639738, propagate_forward_time: 24.9522933960, propagate_backward_time: 37.9188346863, weight_update_time: 0.0764100254, other_time: 1.7647666931
epoch time: 5.3689789772s, input_fired_time: 0.0870119184, output_fired_time: 0.0000000000, propagate_forward_time: 4.9850597382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969074249
validation[          , genome  7068] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       852.49664, best error:       852.49664 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 65.9803924561s, input_fired_time: 0.8308283687, output_fired_time: 0.4943476617, propagate_forward_time: 24.9664764404, propagate_backward_time: 37.9323158264, weight_update_time: 0.0759108886, other_time: 1.7564277649
epoch time: 5.3693051338s, input_fired_time: 0.0876031518, output_fired_time: 0.0000000000, propagate_forward_time: 4.9851932526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965087891
validation[          , genome  7068] predictions:    9714/  10000 (97.14%), best:    9755/10000 (97.55%), error:       952.47192, best error:       852.49664 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 66.1115264893s, input_fired_time: 0.8347803354, output_fired_time: 0.4961282015, propagate_forward_time: 25.0120849609, propagate_backward_time: 38.0074920654, weight_update_time: 0.0764354318, other_time: 1.7610397339
epoch time: 5.3722896576s, input_fired_time: 0.0868383795, output_fired_time: 0.0000000000, propagate_forward_time: 4.9882173538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2972340584
validation[          , genome  7068] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       839.19061, best error:       839.19061 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.8709411621s, input_fired_time: 0.8321289420, output_fired_time: 0.4941855371, propagate_forward_time: 24.9184856415, propagate_backward_time: 37.8712959290, weight_update_time: 0.0762434378, other_time: 1.7548408508
epoch time: 5.3722772598s, input_fired_time: 0.0882391855, output_fired_time: 0.0000000000, propagate_forward_time: 4.9863271713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2977108955
validation[          , genome  7068] predictions:    9735/  10000 (97.35%), best:    9755/10000 (97.55%), error:       936.06976, best error:       839.19061 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 65.8630599976s, input_fired_time: 0.8334736824, output_fired_time: 0.4941071272, propagate_forward_time: 24.9141082764, propagate_backward_time: 37.8728485107, weight_update_time: 0.0762509108, other_time: 1.7485198975
epoch time: 5.3719077110s, input_fired_time: 0.0875814855, output_fired_time: 0.0000000000, propagate_forward_time: 4.9871950150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971310616
validation[          , genome  7068] predictions:    9736/  10000 (97.36%), best:    9755/10000 (97.55%), error:       882.68024, best error:       839.19061 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 66.9277954102s, input_fired_time: 0.8396121264, output_fired_time: 0.5010709167, propagate_forward_time: 25.3334999084, propagate_backward_time: 38.4708557129, weight_update_time: 0.0770887062, other_time: 1.7827568054
epoch time: 5.3675198555s, input_fired_time: 0.0866789371, output_fired_time: 0.0000000000, propagate_forward_time: 4.9859294891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949113846
validation[          , genome  7068] predictions:    9731/  10000 (97.31%), best:    9755/10000 (97.55%), error:       897.89948, best error:       839.19061 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 65.8876876831s, input_fired_time: 0.8337017298, output_fired_time: 0.4939226508, propagate_forward_time: 24.9476242065, propagate_backward_time: 37.8771514893, weight_update_time: 0.0757187977, other_time: 1.7352905273
epoch time: 5.3707432747s, input_fired_time: 0.0879032984, output_fired_time: 0.0000000000, propagate_forward_time: 4.9867930412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960467339
validation[          , genome  7068] predictions:    9693/  10000 (96.93%), best:    9755/10000 (97.55%), error:      1021.81964, best error:       839.19061 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 66.0330734253s, input_fired_time: 0.8350896239, output_fired_time: 0.5001481175, propagate_forward_time: 24.9909114838, propagate_backward_time: 37.9847068787, weight_update_time: 0.0761199296, other_time: 1.7222175598
epoch time: 5.4342498779s, input_fired_time: 0.0911567211, output_fired_time: 0.0000000000, propagate_forward_time: 5.0420689583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010239601
validation[          , genome  7068] predictions:    9738/  10000 (97.38%), best:    9755/10000 (97.55%), error:       880.11670, best error:       839.19061 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 65.8290939331s, input_fired_time: 0.8291882873, output_fired_time: 0.4948409200, propagate_forward_time: 24.9195461273, propagate_backward_time: 37.8762397766, weight_update_time: 0.0756150261, other_time: 1.7092781067
epoch time: 5.3623442650s, input_fired_time: 0.0862675980, output_fired_time: 0.0000000000, propagate_forward_time: 4.9839906693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920861244
validation[          , genome  7068] predictions:    9711/  10000 (97.11%), best:    9755/10000 (97.55%), error:       981.31165, best error:       839.19061 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 67.0033645630s, input_fired_time: 0.8374793530, output_fired_time: 0.5011660457, propagate_forward_time: 25.4086112976, propagate_backward_time: 38.5413894653, weight_update_time: 0.0768231899, other_time: 1.7147178650
epoch time: 5.3669371605s, input_fired_time: 0.0869495273, output_fired_time: 0.0000000000, propagate_forward_time: 4.9864726067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935152054
validation[          , genome  7068] predictions:    9741/  10000 (97.41%), best:    9755/10000 (97.55%), error:       899.57446, best error:       839.19061 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 65.8394927979s, input_fired_time: 0.8298342824, output_fired_time: 0.4936600626, propagate_forward_time: 24.9228477478, propagate_backward_time: 37.8763885498, weight_update_time: 0.0756132230, other_time: 1.7167625427
epoch time: 5.3678851128s, input_fired_time: 0.0868809894, output_fired_time: 0.0000000000, propagate_forward_time: 4.9842877388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967162132
validation[          , genome  7068] predictions:    9713/  10000 (97.13%), best:    9755/10000 (97.55%), error:       922.64270, best error:       839.19061 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.9702377319s, input_fired_time: 0.8288343549, output_fired_time: 0.4947069883, propagate_forward_time: 24.9737491608, propagate_backward_time: 37.9609375000, weight_update_time: 0.0763078630, other_time: 1.7120132446
epoch time: 5.3637375832s, input_fired_time: 0.0865759850, output_fired_time: 0.0000000000, propagate_forward_time: 4.9853858948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917757034
validation[          , genome  7068] predictions:    9629/  10000 (96.29%), best:    9755/10000 (97.55%), error:      1172.36865, best error:       839.19061 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 65.8118362427s, input_fired_time: 0.8240225315, output_fired_time: 0.4935417175, propagate_forward_time: 24.9083347321, propagate_backward_time: 37.9104232788, weight_update_time: 0.0753438771, other_time: 1.6755218506
epoch time: 5.3805789948s, input_fired_time: 0.0900781825, output_fired_time: 0.0000000000, propagate_forward_time: 4.9968800545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936205864
validation[          , genome  7068] predictions:    9711/  10000 (97.11%), best:    9755/10000 (97.55%), error:       940.97382, best error:       839.19061 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 65.7120361328s, input_fired_time: 0.8289314508, output_fired_time: 0.4925796688, propagate_forward_time: 24.8983612061, propagate_backward_time: 37.8231964111, weight_update_time: 0.0753642768, other_time: 1.6689682007
epoch time: 5.3589234352s, input_fired_time: 0.0868975595, output_fired_time: 0.0000000000, propagate_forward_time: 4.9821019173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899241447
validation[          , genome  7068] predictions:    9708/  10000 (97.08%), best:    9755/10000 (97.55%), error:       940.87561, best error:       839.19061 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 66.0982513428s, input_fired_time: 0.8286502957, output_fired_time: 0.4949448109, propagate_forward_time: 25.0410804749, propagate_backward_time: 38.0325202942, weight_update_time: 0.0760977417, other_time: 1.7010574341
epoch time: 5.3585491180s, input_fired_time: 0.0859468654, output_fired_time: 0.0000000000, propagate_forward_time: 4.9826421738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899599075
validation[          , genome  7068] predictions:    9578/  10000 (95.78%), best:    9755/10000 (97.55%), error:      1356.73218, best error:       839.19061 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 66.7368621826s, input_fired_time: 0.8326094151, output_fired_time: 0.5000281930, propagate_forward_time: 25.2557773590, propagate_backward_time: 38.4555816650, weight_update_time: 0.0760441124, other_time: 1.6928634644
epoch time: 5.6221561432s, input_fired_time: 0.0923120379, output_fired_time: 0.0000000000, propagate_forward_time: 5.2220826149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077616692
validation[          , genome  7068] predictions:    9725/  10000 (97.25%), best:    9755/10000 (97.55%), error:       904.14911, best error:       839.19061 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 67.4724273682s, input_fired_time: 0.8716132045, output_fired_time: 0.5105475187, propagate_forward_time: 25.5072650909, propagate_backward_time: 38.8357009888, weight_update_time: 0.0771341622, other_time: 1.7473068237
epoch time: 5.4500441551s, input_fired_time: 0.0900037438, output_fired_time: 0.0000000000, propagate_forward_time: 5.0580582619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3019819260
validation[          , genome  7068] predictions:    9750/  10000 (97.50%), best:    9755/10000 (97.55%), error:       894.08624, best error:       839.19061 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 67.2180709839s, input_fired_time: 0.8636043072, output_fired_time: 0.5089104772, propagate_forward_time: 25.4183769226, propagate_backward_time: 38.6787414551, weight_update_time: 0.0771342888, other_time: 1.7484397888
epoch time: 5.5568289757s, input_fired_time: 0.0915332958, output_fired_time: 0.0000000000, propagate_forward_time: 5.1574006081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078951836
validation[          , genome  7068] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       820.41870, best error:       820.41870 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 66.4592819214s, input_fired_time: 0.8403568864, output_fired_time: 0.4985902309, propagate_forward_time: 25.1687602997, propagate_backward_time: 38.2217826843, weight_update_time: 0.0760105550, other_time: 1.7297935486
epoch time: 5.3897924423s, input_fired_time: 0.0883089751, output_fired_time: 0.0000000000, propagate_forward_time: 5.0069541931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2945294380
validation[          , genome  7068] predictions:    9726/  10000 (97.26%), best:    9761/10000 (97.61%), error:       885.94049, best error:       820.41870 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 66.1889801025s, input_fired_time: 0.8350600004, output_fired_time: 0.4956544638, propagate_forward_time: 25.0468845367, propagate_backward_time: 38.0904617310, weight_update_time: 0.0756819174, other_time: 1.7209243774
epoch time: 5.5558352470s, input_fired_time: 0.0900281072, output_fired_time: 0.0000000000, propagate_forward_time: 5.1653366089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004703522
validation[          , genome  7068] predictions:    9676/  10000 (96.76%), best:    9761/10000 (97.61%), error:      1054.60022, best error:       820.41870 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 66.4602890015s, input_fired_time: 0.8383904696, output_fired_time: 0.4979324043, propagate_forward_time: 25.1802635193, propagate_backward_time: 38.2415542603, weight_update_time: 0.0759660155, other_time: 1.7021446228
epoch time: 5.3715367317s, input_fired_time: 0.0886819437, output_fired_time: 0.0000000000, propagate_forward_time: 4.9887018204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2941527367
validation[          , genome  7068] predictions:    9762/  10000 (97.62%), best:    9761/10000 (97.61%), error:       825.47003, best error:       820.41870 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 65.9617004395s, input_fired_time: 0.8398823738, output_fired_time: 0.4944747686, propagate_forward_time: 24.9656257629, propagate_backward_time: 37.9451141357, weight_update_time: 0.0765919164, other_time: 1.7166023254
epoch time: 5.3693761826s, input_fired_time: 0.0880857185, output_fired_time: 0.0000000000, propagate_forward_time: 4.9867138863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2945766449
validation[          , genome  7068] predictions:    9666/  10000 (96.66%), best:    9761/10000 (97.61%), error:      1039.97290, best error:       820.41870 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 65.7971267700s, input_fired_time: 0.8354406357, output_fired_time: 0.4933403134, propagate_forward_time: 24.9059028625, propagate_backward_time: 37.8713226318, weight_update_time: 0.0764258876, other_time: 1.6911201477
epoch time: 5.3908920288s, input_fired_time: 0.0909933001, output_fired_time: 0.0000000000, propagate_forward_time: 5.0023307800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975678444
validation[          , genome  7068] predictions:    9668/  10000 (96.68%), best:    9761/10000 (97.61%), error:      1084.28284, best error:       820.41870 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 65.8819580078s, input_fired_time: 0.8388520479, output_fired_time: 0.4939387739, propagate_forward_time: 24.9395732880, propagate_backward_time: 37.9082832336, weight_update_time: 0.0767853707, other_time: 1.7013053894
epoch time: 5.3678932190s, input_fired_time: 0.0881881714, output_fired_time: 0.0000000000, propagate_forward_time: 4.9844622612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952427864
validation[          , genome  7068] predictions:    9607/  10000 (96.07%), best:    9761/10000 (97.61%), error:      1298.54944, best error:       820.41870 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 65.7924270630s, input_fired_time: 0.8375266790, output_fired_time: 0.4932292402, propagate_forward_time: 24.9066982269, propagate_backward_time: 37.8595352173, weight_update_time: 0.0764077902, other_time: 1.6954345703
epoch time: 5.3640122414s, input_fired_time: 0.0879875645, output_fired_time: 0.0000000000, propagate_forward_time: 4.9835572243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924675941
validation[          , genome  7068] predictions:    9694/  10000 (96.94%), best:    9761/10000 (97.61%), error:       974.90607, best error:       820.41870 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 65.8227310181s, input_fired_time: 0.8383061886, output_fired_time: 0.4935644269, propagate_forward_time: 24.9205970764, propagate_backward_time: 37.8671836853, weight_update_time: 0.0767454058, other_time: 1.7030868530
epoch time: 5.3666882515s, input_fired_time: 0.0891062617, output_fired_time: 0.0000000000, propagate_forward_time: 4.9845304489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930517197
validation[          , genome  7068] predictions:    9757/  10000 (97.57%), best:    9761/10000 (97.61%), error:       836.61401, best error:       820.41870 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 65.8492813110s, input_fired_time: 0.8338877559, output_fired_time: 0.4939380884, propagate_forward_time: 24.9410228729, propagate_backward_time: 37.8848762512, weight_update_time: 0.0764178038, other_time: 1.6955604553
epoch time: 5.3751974106s, input_fired_time: 0.0891535282, output_fired_time: 0.0000000000, propagate_forward_time: 4.9920487404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939953804
validation[          , genome  7068] predictions:    9667/  10000 (96.67%), best:    9761/10000 (97.61%), error:      1050.45337, best error:       820.41870 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 66.3852386475s, input_fired_time: 0.8406143785, output_fired_time: 0.4985746443, propagate_forward_time: 25.1524219513, propagate_backward_time: 38.1747779846, weight_update_time: 0.0769999251, other_time: 1.7188529968
epoch time: 5.3694958687s, input_fired_time: 0.0890405849, output_fired_time: 0.0000000000, propagate_forward_time: 4.9845161438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2959389687
validation[          , genome  7068] predictions:    9740/  10000 (97.40%), best:    9761/10000 (97.61%), error:       885.06586, best error:       820.41870 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 66.1455230713s, input_fired_time: 0.8402937055, output_fired_time: 0.4956991971, propagate_forward_time: 25.0220966339, propagate_backward_time: 38.0452880859, weight_update_time: 0.0768078491, other_time: 1.7421493530
epoch time: 5.3717374802s, input_fired_time: 0.0892127603, output_fired_time: 0.0000000000, propagate_forward_time: 4.9850907326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2974338531
validation[          , genome  7068] predictions:    9747/  10000 (97.47%), best:    9761/10000 (97.61%), error:       914.57733, best error:       820.41870 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 65.9405136108s, input_fired_time: 0.8379331827, output_fired_time: 0.4939715862, propagate_forward_time: 24.9733524323, propagate_backward_time: 37.9363899231, weight_update_time: 0.0761000663, other_time: 1.6988639832
epoch time: 5.3621010780s, input_fired_time: 0.0869696066, output_fired_time: 0.0000000000, propagate_forward_time: 4.9837250710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914066315
validation[          , genome  7068] predictions:    9572/  10000 (95.72%), best:    9761/10000 (97.61%), error:      1385.65881, best error:       820.41870 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 65.7466049194s, input_fired_time: 0.8322914839, output_fired_time: 0.4931158721, propagate_forward_time: 24.9053497314, propagate_backward_time: 37.8267059326, weight_update_time: 0.0760664344, other_time: 1.6891403198
epoch time: 5.3686957359s, input_fired_time: 0.0900148526, output_fired_time: 0.0000000000, propagate_forward_time: 4.9845495224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2941312790
validation[          , genome  7068] predictions:    9767/  10000 (97.67%), best:    9761/10000 (97.61%), error:       824.48285, best error:       820.41870 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 65.7486190796s, input_fired_time: 0.8320223689, output_fired_time: 0.4930505157, propagate_forward_time: 24.9039707184, propagate_backward_time: 37.8335800171, weight_update_time: 0.0759825408, other_time: 1.6859970093
epoch time: 5.3660912514s, input_fired_time: 0.0887698308, output_fired_time: 0.0000000000, propagate_forward_time: 4.9843683243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929530144
validation[          , genome  7068] predictions:    9724/  10000 (97.24%), best:    9761/10000 (97.61%), error:       938.05432, best error:       820.41870 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 65.7870864868s, input_fired_time: 0.8321918845, output_fired_time: 0.4935037494, propagate_forward_time: 24.9044895172, propagate_backward_time: 37.8710594177, weight_update_time: 0.0760238320, other_time: 1.6858406067
epoch time: 5.3636217117s, input_fired_time: 0.0886752978, output_fired_time: 0.0000000000, propagate_forward_time: 4.9830746651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918715477
validation[          , genome  7068] predictions:    9728/  10000 (97.28%), best:    9761/10000 (97.61%), error:       925.51184, best error:       820.41870 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 66.1749725342s, input_fired_time: 0.8355902433, output_fired_time: 0.4961719513, propagate_forward_time: 25.0723495483, propagate_backward_time: 38.0753631592, weight_update_time: 0.0766010210, other_time: 1.6955032349
epoch time: 5.3629255295s, input_fired_time: 0.0878908187, output_fired_time: 0.0000000000, propagate_forward_time: 4.9837818146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912530899
validation[          , genome  7068] predictions:    9650/  10000 (96.50%), best:    9761/10000 (97.61%), error:      1152.21924, best error:       820.41870 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.8698501587s, input_fired_time: 0.8329862356, output_fired_time: 0.4934052527, propagate_forward_time: 24.9698886871, propagate_backward_time: 37.8856697083, weight_update_time: 0.0764977783, other_time: 1.6879005432
epoch time: 5.3653078079s, input_fired_time: 0.0891033635, output_fired_time: 0.0000000000, propagate_forward_time: 4.9837245941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924799919
validation[          , genome  7068] predictions:    9707/  10000 (97.07%), best:    9761/10000 (97.61%), error:       941.38586, best error:       820.41870 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 65.9621505737s, input_fired_time: 0.8350337744, output_fired_time: 0.4948857129, propagate_forward_time: 24.9698429108, propagate_backward_time: 37.9531555176, weight_update_time: 0.0766163766, other_time: 1.7092285156
epoch time: 5.3908686638s, input_fired_time: 0.0895975679, output_fired_time: 0.0000000000, propagate_forward_time: 5.0055866241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956843376
validation[          , genome  7068] predictions:    9665/  10000 (96.65%), best:    9761/10000 (97.61%), error:      1158.14954, best error:       820.41870 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 66.1927642822s, input_fired_time: 0.8329913616, output_fired_time: 0.4981535375, propagate_forward_time: 25.0344524384, propagate_backward_time: 38.1062889099, weight_update_time: 0.0765333623, other_time: 1.7208747864
epoch time: 5.3763265610s, input_fired_time: 0.0894248188, output_fired_time: 0.0000000000, propagate_forward_time: 4.9915375710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2953643799
validation[          , genome  7068] predictions:    9748/  10000 (97.48%), best:    9761/10000 (97.61%), error:       837.53210, best error:       820.41870 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 66.6888732910s, input_fired_time: 0.8429702520, output_fired_time: 0.5039715767, propagate_forward_time: 25.2322883606, propagate_backward_time: 38.3653640747, weight_update_time: 0.0766533464, other_time: 1.7442741394
epoch time: 5.5143938065s, input_fired_time: 0.0906365439, output_fired_time: 0.0000000000, propagate_forward_time: 5.1221828461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3015742302
validation[          , genome  7068] predictions:    9733/  10000 (97.33%), best:    9761/10000 (97.61%), error:       898.65814, best error:       820.41870 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 66.2196197510s, input_fired_time: 0.8431685567, output_fired_time: 0.4971128404, propagate_forward_time: 25.0711841583, propagate_backward_time: 38.0914230347, weight_update_time: 0.0764545575, other_time: 1.7167282104
epoch time: 5.3695569038s, input_fired_time: 0.0891683474, output_fired_time: 0.0000000000, propagate_forward_time: 4.9866065979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937817574
validation[          , genome  7068] predictions:    9726/  10000 (97.26%), best:    9761/10000 (97.61%), error:       879.14990, best error:       820.41870 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 65.8288650513s, input_fired_time: 0.8395693302, output_fired_time: 0.4940198064, propagate_forward_time: 24.9094924927, propagate_backward_time: 37.8843612671, weight_update_time: 0.0759718046, other_time: 1.7014236450
epoch time: 5.3712821007s, input_fired_time: 0.0897452757, output_fired_time: 0.0000000000, propagate_forward_time: 4.9877533913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937836647
validation[          , genome  7068] predictions:    9723/  10000 (97.23%), best:    9761/10000 (97.61%), error:       951.23102, best error:       820.41870 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 66.1533203125s, input_fired_time: 0.8448536992, output_fired_time: 0.4956663251, propagate_forward_time: 25.0355339050, propagate_backward_time: 38.0773468018, weight_update_time: 0.0763540491, other_time: 1.6999168396
epoch time: 5.3669457436s, input_fired_time: 0.0898967981, output_fired_time: 0.0000000000, propagate_forward_time: 4.9838061333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932429314
validation[          , genome  7068] predictions:    9549/  10000 (95.49%), best:    9761/10000 (97.61%), error:      1436.05017, best error:       820.41870 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 66.1244735718s, input_fired_time: 0.8414574862, output_fired_time: 0.4978952110, propagate_forward_time: 24.9898262024, propagate_backward_time: 38.1088562012, weight_update_time: 0.0761092007, other_time: 1.6864356995
epoch time: 5.3627924919s, input_fired_time: 0.0892325491, output_fired_time: 0.0000000000, propagate_forward_time: 4.9834189415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901411057
validation[          , genome  7068] predictions:    9750/  10000 (97.50%), best:    9761/10000 (97.61%), error:       846.73578, best error:       820.41870 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.6989593506s, input_fired_time: 0.8390569091, output_fired_time: 0.4922634363, propagate_forward_time: 24.8898506165, propagate_backward_time: 37.8107795715, weight_update_time: 0.0755066350, other_time: 1.6670074463
epoch time: 5.3602528572s, input_fired_time: 0.0894478858, output_fired_time: 0.0000000000, propagate_forward_time: 4.9811100960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896947861
validation[          , genome  7068] predictions:    9656/  10000 (96.56%), best:    9761/10000 (97.61%), error:      1119.87036, best error:       820.41870 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 65.8040466309s, input_fired_time: 0.8425206542, output_fired_time: 0.4929951727, propagate_forward_time: 24.9397048950, propagate_backward_time: 37.8556671143, weight_update_time: 0.0755780414, other_time: 1.6731567383
epoch time: 5.4201254845s, input_fired_time: 0.0930289477, output_fired_time: 0.0000000000, propagate_forward_time: 5.0276713371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2994251251
validation[          , genome  7068] predictions:    9686/  10000 (96.86%), best:    9761/10000 (97.61%), error:      1044.40698, best error:       820.41870 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 65.8752670288s, input_fired_time: 0.8482072353, output_fired_time: 0.4938334525, propagate_forward_time: 24.9383392334, propagate_backward_time: 37.8948936462, weight_update_time: 0.0758775920, other_time: 1.6999931335
epoch time: 5.3665580750s, input_fired_time: 0.0902245194, output_fired_time: 0.0000000000, propagate_forward_time: 4.9837236404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926096916
validation[          , genome  7068] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       895.55908, best error:       820.41870 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 65.8675231934s, input_fired_time: 0.8466485739, output_fired_time: 0.4936614633, propagate_forward_time: 24.9386596680, propagate_backward_time: 37.8856391907, weight_update_time: 0.0758015588, other_time: 1.7029151917
epoch time: 5.3685855865s, input_fired_time: 0.0901697204, output_fired_time: 0.0000000000, propagate_forward_time: 4.9843931198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940225601
validation[          , genome  7068] predictions:    9729/  10000 (97.29%), best:    9761/10000 (97.61%), error:       876.04871, best error:       820.41870 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 65.8392791748s, input_fired_time: 0.8487834334, output_fired_time: 0.4933180809, propagate_forward_time: 24.9140529633, propagate_backward_time: 37.8653030396, weight_update_time: 0.0759817958, other_time: 1.7178192139
epoch time: 5.7874817848s, input_fired_time: 0.0951569378, output_fired_time: 0.0000000000, propagate_forward_time: 5.3786463737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136782646
validation[          , genome  7068] predictions:    9619/  10000 (96.19%), best:    9761/10000 (97.61%), error:      1222.52527, best error:       820.41870 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 66.2931365967s, input_fired_time: 0.8527870774, output_fired_time: 0.4974932075, propagate_forward_time: 25.0748996735, propagate_backward_time: 38.1503639221, weight_update_time: 0.0769651234, other_time: 1.7175941467
epoch time: 5.3683667183s, input_fired_time: 0.0908224359, output_fired_time: 0.0000000000, propagate_forward_time: 4.9857926369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917518616
validation[          , genome  7068] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       856.83893, best error:       820.41870 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 65.9839401245s, input_fired_time: 0.8531156778, output_fired_time: 0.4946194589, propagate_forward_time: 24.9899749756, propagate_backward_time: 37.9508705139, weight_update_time: 0.0761137307, other_time: 1.6953544617
epoch time: 5.3858990669s, input_fired_time: 0.0931897163, output_fired_time: 0.0000000000, propagate_forward_time: 4.9984254837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942838669
validation[          , genome  7068] predictions:    9720/  10000 (97.20%), best:    9761/10000 (97.61%), error:       961.70917, best error:       820.41870 on epoch:    69, 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: 26.8904457092s, input_fired_time: 0.4438044131, output_fired_time: 0.0000000000, propagate_forward_time: 24.9380130768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5086288452
best training[          , genome  7068] predictions:   49429/  50000 (98.86%), best:    9761/10000 (97.61%), error:      2044.20959, best error:       820.41870 on epoch:    69, 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: 5.4187541008s, input_fired_time: 0.0891442671, output_fired_time: 0.0000000000, propagate_forward_time: 5.0265684128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3030414581
   testing[          , genome  7068] predictions:    9774/  10000 (97.74%), best:    9761/10000 (97.61%), error:       804.10687, best error:       820.41870 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:26:57 (5893): called boinc_finish(0)

</stderr_txt>
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