Nameexact_genome_1512568488_42_7157_1
Workunit2607034
Created8 Dec 2017, 0:10:43 UTC
Sent8 Dec 2017, 0:14:29 UTC
Report deadline19 Dec 2017, 14:27:43 UTC
Received8 Dec 2017, 5:10:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67367
Run time3 hours 50 min 16 sec
CPU time3 hours 50 min 5 sec
Validate stateValid
Credit2,898.13
Device peak FLOPS1.67 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.39 MB
Peak swap size154.73 MB
Peak disk usage1.30 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
her_time: 2.5643081665
epoch time: 10.6932334900s, input_fired_time: 0.1541848630, output_fired_time: 0.0000000000, propagate_forward_time: 10.0692119598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698362350
validation[          , genome  7157] predictions:    9714/  10000 (97.14%), best:    9725/10000 (97.25%), error:       965.71283, best error:       951.08032 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 122.1512832642s, input_fired_time: 1.4810469151, output_fired_time: 1.0694618225, propagate_forward_time: 50.5278358459, propagate_backward_time: 66.5052032471, weight_update_time: 0.1272440702, other_time: 2.5677337646
epoch time: 10.6970071793s, input_fired_time: 0.1544748694, output_fired_time: 0.0000000000, propagate_forward_time: 10.0733070374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692249298
validation[          , genome  7157] predictions:    9704/  10000 (97.04%), best:    9725/10000 (97.25%), error:       977.72729, best error:       951.08032 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 121.3863677979s, input_fired_time: 1.4755103588, output_fired_time: 1.0656813383, propagate_forward_time: 50.2296333313, propagate_backward_time: 66.0726394653, weight_update_time: 0.1266221255, other_time: 2.5429000854
epoch time: 10.6920166016s, input_fired_time: 0.1546139419, output_fired_time: 0.0000000000, propagate_forward_time: 10.0695886612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678144455
validation[          , genome  7157] predictions:    9688/  10000 (96.88%), best:    9725/10000 (97.25%), error:       970.65503, best error:       951.08032 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 122.4364166260s, input_fired_time: 1.4823749065, output_fired_time: 1.0778523684, propagate_forward_time: 50.6512413025, propagate_backward_time: 66.6598052979, weight_update_time: 0.1299609542, other_time: 2.5651397705
epoch time: 10.7555274963s, input_fired_time: 0.1531392336, output_fired_time: 0.0000000000, propagate_forward_time: 10.1370477676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653406143
validation[          , genome  7157] predictions:    9680/  10000 (96.80%), best:    9725/10000 (97.25%), error:      1027.89490, best error:       951.08032 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 122.5388031006s, input_fired_time: 1.4921058416, output_fired_time: 1.0735408068, propagate_forward_time: 50.7227134705, propagate_backward_time: 66.6971740723, weight_update_time: 0.1296175122, other_time: 2.5532684326
epoch time: 10.9300870895s, input_fired_time: 0.1566399336, output_fired_time: 0.0000000000, propagate_forward_time: 10.3018083572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716386795
validation[          , genome  7157] predictions:    9690/  10000 (96.90%), best:    9725/10000 (97.25%), error:      1020.41565, best error:       951.08032 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 124.4174728394s, input_fired_time: 1.5029604435, output_fired_time: 1.0976951122, propagate_forward_time: 51.3425788879, propagate_backward_time: 67.8978347778, weight_update_time: 0.1292534918, other_time: 2.5764083862
epoch time: 10.6957702637s, input_fired_time: 0.1560896188, output_fired_time: 0.0000000000, propagate_forward_time: 10.0735206604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661598206
validation[          , genome  7157] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       936.13361, best error:       936.13361 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 121.8385696411s, input_fired_time: 1.4870067835, output_fired_time: 1.0722767115, propagate_forward_time: 50.4117126465, propagate_backward_time: 66.3249359131, weight_update_time: 0.1271666735, other_time: 2.5426406860
epoch time: 11.3143281937s, input_fired_time: 0.1617065370, output_fired_time: 0.0000000000, propagate_forward_time: 10.6730604172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795608521
validation[          , genome  7157] predictions:    9695/  10000 (96.95%), best:    9699/10000 (96.99%), error:       973.40424, best error:       936.13361 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 123.0817565918s, input_fired_time: 1.4958121777, output_fired_time: 1.0843801498, propagate_forward_time: 50.8698463440, propagate_backward_time: 67.0720443726, weight_update_time: 0.1284714788, other_time: 2.5596694946
epoch time: 10.6943168640s, input_fired_time: 0.1552566886, output_fired_time: 0.0000000000, propagate_forward_time: 10.0744132996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646472931
validation[          , genome  7157] predictions:    9694/  10000 (96.94%), best:    9699/10000 (96.99%), error:       997.18811, best error:       936.13361 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 121.7234802246s, input_fired_time: 1.4771348238, output_fired_time: 1.0671180487, propagate_forward_time: 50.3545036316, propagate_backward_time: 66.2714996338, weight_update_time: 0.1278047860, other_time: 2.5532226562
epoch time: 10.6831302643s, input_fired_time: 0.1522207856, output_fired_time: 0.0000000000, propagate_forward_time: 10.0631217957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677877426
validation[          , genome  7157] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       850.72314, best error:       850.72314 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 121.7874069214s, input_fired_time: 1.4796812534, output_fired_time: 1.0744733810, propagate_forward_time: 50.3921813965, propagate_backward_time: 66.2868347168, weight_update_time: 0.1278403401, other_time: 2.5542373657
epoch time: 10.7000141144s, input_fired_time: 0.1561938971, output_fired_time: 0.0000000000, propagate_forward_time: 10.0770082474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668121338
validation[          , genome  7157] predictions:    9662/  10000 (96.62%), best:    9725/10000 (97.25%), error:      1059.08533, best error:       850.72314 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 133.3590393066s, input_fired_time: 1.5707314014, output_fired_time: 1.1822657585, propagate_forward_time: 54.7619667053, propagate_backward_time: 73.1778335571, weight_update_time: 0.1387406886, other_time: 2.6662521362
epoch time: 11.9399023056s, input_fired_time: 0.1704326421, output_fired_time: 0.0000000000, propagate_forward_time: 11.2731781006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962911606
validation[          , genome  7157] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       843.42249, best error:       843.42249 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 128.8345489502s, input_fired_time: 1.5386525393, output_fired_time: 1.1344860792, propagate_forward_time: 53.0638389587, propagate_backward_time: 70.4794540405, weight_update_time: 0.1329001337, other_time: 2.6181259155
epoch time: 10.7072458267s, input_fired_time: 0.1571918428, output_fired_time: 0.0000000000, propagate_forward_time: 10.0833244324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667291641
validation[          , genome  7157] predictions:    9688/  10000 (96.88%), best:    9746/10000 (97.46%), error:      1042.84216, best error:       843.42249 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 123.1905136108s, input_fired_time: 1.4857228994, output_fired_time: 1.0810228586, propagate_forward_time: 50.9213485718, propagate_backward_time: 67.1401519775, weight_update_time: 0.1295743287, other_time: 2.5622634888
epoch time: 10.6883516312s, input_fired_time: 0.1539155692, output_fired_time: 0.0000000000, propagate_forward_time: 10.0670146942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674215317
validation[          , genome  7157] predictions:    9668/  10000 (96.68%), best:    9746/10000 (97.46%), error:      1098.84253, best error:       843.42249 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 131.3653717041s, input_fired_time: 1.5544586182, output_fired_time: 1.1625918150, propagate_forward_time: 54.0340270996, propagate_backward_time: 71.9780197144, weight_update_time: 0.1358632445, other_time: 2.6362686157
epoch time: 10.6964693069s, input_fired_time: 0.1527225077, output_fired_time: 0.0000000000, propagate_forward_time: 10.0784854889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652614594
validation[          , genome  7157] predictions:    9622/  10000 (96.22%), best:    9746/10000 (97.46%), error:      1174.01147, best error:       843.42249 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 128.8805389404s, input_fired_time: 1.5373508930, output_fired_time: 1.1402689219, propagate_forward_time: 53.0680084229, propagate_backward_time: 70.5198516846, weight_update_time: 0.1342568249, other_time: 2.6150588989
epoch time: 10.6975946426s, input_fired_time: 0.1559316516, output_fired_time: 0.0000000000, propagate_forward_time: 10.0755405426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661226273
validation[          , genome  7157] predictions:    9739/  10000 (97.39%), best:    9746/10000 (97.46%), error:       871.79358, best error:       843.42249 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 122.1431579590s, input_fired_time: 1.4827135801, output_fired_time: 1.0747563839, propagate_forward_time: 50.5323905945, propagate_backward_time: 66.4892730713, weight_update_time: 0.1271949708, other_time: 2.5640258789
epoch time: 10.7162923813s, input_fired_time: 0.1549683213, output_fired_time: 0.0000000000, propagate_forward_time: 10.0944747925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668493271
validation[          , genome  7157] predictions:    9696/  10000 (96.96%), best:    9746/10000 (97.46%), error:       971.89978, best error:       843.42249 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 122.5353088379s, input_fired_time: 1.4913280010, output_fired_time: 1.0784175396, propagate_forward_time: 50.7029991150, propagate_backward_time: 66.6984024048, weight_update_time: 0.1271820515, other_time: 2.5641708374
epoch time: 10.7718610764s, input_fired_time: 0.1546753049, output_fired_time: 0.0000000000, propagate_forward_time: 10.1502475739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669380188
validation[          , genome  7157] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:      1004.58813, best error:       843.42249 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 122.0783081055s, input_fired_time: 1.4901856184, output_fired_time: 1.0712040663, propagate_forward_time: 50.5104751587, propagate_backward_time: 66.4505386353, weight_update_time: 0.1278652698, other_time: 2.5559005737
epoch time: 10.6960105896s, input_fired_time: 0.1553563327, output_fired_time: 0.0000000000, propagate_forward_time: 10.0739355087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667186737
validation[          , genome  7157] predictions:    9730/  10000 (97.30%), best:    9746/10000 (97.46%), error:       893.23468, best error:       843.42249 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 122.4000091553s, input_fired_time: 1.4953799248, output_fired_time: 1.0792193413, propagate_forward_time: 50.6120910645, propagate_backward_time: 66.6476364136, weight_update_time: 0.1286552101, other_time: 2.5656890869
epoch time: 10.6832427979s, input_fired_time: 0.1542592496, output_fired_time: 0.0000000000, propagate_forward_time: 10.0633916855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655914307
validation[          , genome  7157] predictions:    9735/  10000 (97.35%), best:    9746/10000 (97.46%), error:       853.19214, best error:       843.42249 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 122.3531875610s, input_fired_time: 1.4937546253, output_fired_time: 1.0714936256, propagate_forward_time: 50.5972633362, propagate_backward_time: 66.6319274902, weight_update_time: 0.1264075488, other_time: 2.5587463379
epoch time: 10.6973876953s, input_fired_time: 0.1552553624, output_fired_time: 0.0000000000, propagate_forward_time: 10.0767669678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653654099
validation[          , genome  7157] predictions:    9725/  10000 (97.25%), best:    9746/10000 (97.46%), error:       850.97083, best error:       843.42249 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 122.1458282471s, input_fired_time: 1.4916763306, output_fired_time: 1.0686565638, propagate_forward_time: 50.5232620239, propagate_backward_time: 66.5100250244, weight_update_time: 0.1281831115, other_time: 2.5522079468
epoch time: 10.6968345642s, input_fired_time: 0.1547490358, output_fired_time: 0.0000000000, propagate_forward_time: 10.0757951736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662904739
validation[          , genome  7157] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       862.19208, best error:       843.42249 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 143.5829620361s, input_fired_time: 1.6542823315, output_fired_time: 1.2788653374, propagate_forward_time: 58.6243286133, propagate_backward_time: 79.2522048950, weight_update_time: 0.1450119317, other_time: 2.7732772827
epoch time: 10.8627090454s, input_fired_time: 0.1604736447, output_fired_time: 0.0000000000, propagate_forward_time: 10.2265806198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756546021
validation[          , genome  7157] predictions:    9706/  10000 (97.06%), best:    9746/10000 (97.46%), error:       964.39276, best error:       843.42249 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 122.0173797607s, input_fired_time: 1.4940520525, output_fired_time: 1.0716624260, propagate_forward_time: 50.4607315063, propagate_backward_time: 66.4320068359, weight_update_time: 0.1289957166, other_time: 2.5589294434
epoch time: 10.8987102509s, input_fired_time: 0.1593488753, output_fired_time: 0.0000000000, propagate_forward_time: 10.2628364563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765253067
validation[          , genome  7157] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       917.15588, best error:       843.42249 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 121.9424209595s, input_fired_time: 1.4926875830, output_fired_time: 1.0716122389, propagate_forward_time: 50.4274711609, propagate_backward_time: 66.3910980225, weight_update_time: 0.1275862455, other_time: 2.5595550537
epoch time: 10.8856916428s, input_fired_time: 0.1581532210, output_fired_time: 0.0000000000, propagate_forward_time: 10.2516746521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758634567
validation[          , genome  7157] predictions:    9687/  10000 (96.87%), best:    9746/10000 (97.46%), error:      1044.06409, best error:       843.42249 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 122.1178283691s, input_fired_time: 1.4828079939, output_fired_time: 1.0703444481, propagate_forward_time: 50.5224571228, propagate_backward_time: 66.4874877930, weight_update_time: 0.1284535974, other_time: 2.5547332764
epoch time: 10.8083639145s, input_fired_time: 0.1574862748, output_fired_time: 0.0000000000, propagate_forward_time: 10.1773157120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735622406
validation[          , genome  7157] predictions:    9735/  10000 (97.35%), best:    9746/10000 (97.46%), error:       899.07202, best error:       843.42249 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 122.0837326050s, input_fired_time: 1.4840791225, output_fired_time: 1.0777161121, propagate_forward_time: 50.4846305847, propagate_backward_time: 66.4804534912, weight_update_time: 0.1277734339, other_time: 2.5568542480
epoch time: 10.8276033401s, input_fired_time: 0.1594757140, output_fired_time: 0.0000000000, propagate_forward_time: 10.1938304901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742975235
validation[          , genome  7157] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       906.25537, best error:       843.42249 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 122.1744079590s, input_fired_time: 1.5049723387, output_fired_time: 1.0726487637, propagate_forward_time: 50.5230560303, propagate_backward_time: 66.5152359009, weight_update_time: 0.1271014661, other_time: 2.5584945679
epoch time: 10.7500820160s, input_fired_time: 0.1578248292, output_fired_time: 0.0000000000, propagate_forward_time: 10.1226911545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695663452
validation[          , genome  7157] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       808.75269, best error:       808.75269 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 129.0879821777s, input_fired_time: 1.5520827770, output_fired_time: 1.1426892281, propagate_forward_time: 53.1389083862, propagate_backward_time: 70.6389083862, weight_update_time: 0.1349558681, other_time: 2.6153869629
epoch time: 10.6980552673s, input_fired_time: 0.1600847393, output_fired_time: 0.0000000000, propagate_forward_time: 10.0719404221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660301208
validation[          , genome  7157] predictions:    9726/  10000 (97.26%), best:    9725/10000 (97.25%), error:       877.63293, best error:       808.75269 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 121.9151763916s, input_fired_time: 1.5007179976, output_fired_time: 1.0716590881, propagate_forward_time: 50.4555130005, propagate_backward_time: 66.3409347534, weight_update_time: 0.1291325688, other_time: 2.5463562012
epoch time: 10.7121648788s, input_fired_time: 0.1582965851, output_fired_time: 0.0000000000, propagate_forward_time: 10.0846729279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691953659
validation[          , genome  7157] predictions:    9716/  10000 (97.16%), best:    9725/10000 (97.25%), error:       895.67542, best error:       808.75269 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 125.9131393433s, input_fired_time: 1.5180481672, output_fired_time: 1.1075828075, propagate_forward_time: 51.9524574280, propagate_backward_time: 68.7470321655, weight_update_time: 0.1317593604, other_time: 2.5880203247
epoch time: 10.7023401260s, input_fired_time: 0.1567941159, output_fired_time: 0.0000000000, propagate_forward_time: 10.0799961090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655494690
validation[          , genome  7157] predictions:    9699/  10000 (96.99%), best:    9725/10000 (97.25%), error:       933.44177, best error:       808.75269 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 121.8893585205s, input_fired_time: 1.4944800138, output_fired_time: 1.0684138536, propagate_forward_time: 50.4281044006, propagate_backward_time: 66.3486633301, weight_update_time: 0.1288535446, other_time: 2.5496978760
epoch time: 10.7056493759s, input_fired_time: 0.1554464698, output_fired_time: 0.0000000000, propagate_forward_time: 10.0847082138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654951096
validation[          , genome  7157] predictions:    9719/  10000 (97.19%), best:    9725/10000 (97.25%), error:       882.59564, best error:       808.75269 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 121.9365158081s, input_fired_time: 1.4980219603, output_fired_time: 1.0762701035, propagate_forward_time: 50.4430541992, propagate_backward_time: 66.3740539551, weight_update_time: 0.1281190068, other_time: 2.5451126099
epoch time: 10.7028017044s, input_fired_time: 0.1555309445, output_fired_time: 0.0000000000, propagate_forward_time: 10.0806922913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665784836
validation[          , genome  7157] predictions:    9711/  10000 (97.11%), best:    9725/10000 (97.25%), error:       901.49011, best error:       808.75269 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 121.9011611938s, input_fired_time: 1.4939150810, output_fired_time: 1.0653816462, propagate_forward_time: 50.4260902405, propagate_backward_time: 66.3715820312, weight_update_time: 0.1279377192, other_time: 2.5441894531
epoch time: 10.7010145187s, input_fired_time: 0.1557673067, output_fired_time: 0.0000000000, propagate_forward_time: 10.0777530670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674940109
validation[          , genome  7157] predictions:    9734/  10000 (97.34%), best:    9725/10000 (97.25%), error:       880.66418, best error:       808.75269 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 124.0938949585s, input_fired_time: 1.5186264515, output_fired_time: 1.0859510899, propagate_forward_time: 51.2303848267, propagate_backward_time: 67.6806945801, weight_update_time: 0.1294591278, other_time: 2.5782394409
epoch time: 12.6757946014s, input_fired_time: 0.1761746258, output_fired_time: 0.0000000000, propagate_forward_time: 11.9862823486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133380890
validation[          , genome  7157] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       789.10571, best error:       789.10571 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 125.8514633179s, input_fired_time: 1.5295332670, output_fired_time: 1.1025030613, propagate_forward_time: 51.9209136963, propagate_backward_time: 68.7127075195, weight_update_time: 0.1315391958, other_time: 2.5858078003
epoch time: 11.3149175644s, input_fired_time: 0.1643112451, output_fired_time: 0.0000000000, propagate_forward_time: 10.6673908234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832153320
validation[          , genome  7157] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       894.42010, best error:       789.10571 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 135.0219421387s, input_fired_time: 1.5924136639, output_fired_time: 1.1977515221, propagate_forward_time: 55.4251976013, propagate_backward_time: 74.1263656616, weight_update_time: 0.1386620104, other_time: 2.6802139282
epoch time: 10.7021512985s, input_fired_time: 0.1586690098, output_fired_time: 0.0000000000, propagate_forward_time: 10.0792007446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642810822
validation[          , genome  7157] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       895.80548, best error:       789.10571 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 127.0367355347s, input_fired_time: 1.5342334509, output_fired_time: 1.1234321594, propagate_forward_time: 52.3636779785, propagate_backward_time: 69.4091262817, weight_update_time: 0.1313040555, other_time: 2.6062698364
epoch time: 10.7018280029s, input_fired_time: 0.1556702256, output_fired_time: 0.0000000000, propagate_forward_time: 10.0788965225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672613144
validation[          , genome  7157] predictions:    9691/  10000 (96.91%), best:    9750/10000 (97.50%), error:       964.37573, best error:       789.10571 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 122.2764129639s, input_fired_time: 1.5004079342, output_fired_time: 1.0721817017, propagate_forward_time: 50.5724754333, propagate_backward_time: 66.5734481812, weight_update_time: 0.1293311417, other_time: 2.5578994751
epoch time: 10.6927204132s, input_fired_time: 0.1579222530, output_fired_time: 0.0000000000, propagate_forward_time: 10.0665225983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682760239
validation[          , genome  7157] predictions:    9740/  10000 (97.40%), best:    9750/10000 (97.50%), error:       842.43512, best error:       789.10571 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 122.3985443115s, input_fired_time: 1.5023317337, output_fired_time: 1.0736193657, propagate_forward_time: 50.6260833740, propagate_backward_time: 66.6350097656, weight_update_time: 0.1274488568, other_time: 2.5615005493
epoch time: 10.6964750290s, input_fired_time: 0.1562603563, output_fired_time: 0.0000000000, propagate_forward_time: 10.0741128922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661016464
validation[          , genome  7157] predictions:    9684/  10000 (96.84%), best:    9750/10000 (97.50%), error:      1004.04004, best error:       789.10571 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 122.3728332520s, input_fired_time: 1.5062389374, output_fired_time: 1.0729229450, propagate_forward_time: 50.6023063660, propagate_backward_time: 66.6336212158, weight_update_time: 0.1290962100, other_time: 2.5577392578
epoch time: 10.6920413971s, input_fired_time: 0.1579782665, output_fired_time: 0.0000000000, propagate_forward_time: 10.0683202744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657430649
validation[          , genome  7157] predictions:    9741/  10000 (97.41%), best:    9750/10000 (97.50%), error:       826.41010, best error:       789.10571 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 122.4629364014s, input_fired_time: 1.5000704527, output_fired_time: 1.0778690577, propagate_forward_time: 50.6655044556, propagate_backward_time: 66.6638336182, weight_update_time: 0.1276110262, other_time: 2.5556640625
epoch time: 10.7085409164s, input_fired_time: 0.1597085595, output_fired_time: 0.0000000000, propagate_forward_time: 10.0829534531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658784866
validation[          , genome  7157] predictions:    9734/  10000 (97.34%), best:    9750/10000 (97.50%), error:       847.32794, best error:       789.10571 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 122.3976898193s, input_fired_time: 1.5043892860, output_fired_time: 1.0740007162, propagate_forward_time: 50.6046371460, propagate_backward_time: 66.6530914307, weight_update_time: 0.1280615181, other_time: 2.5615768433
epoch time: 10.7007913589s, input_fired_time: 0.1594175845, output_fired_time: 0.0000000000, propagate_forward_time: 10.0722970963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690771103
validation[          , genome  7157] predictions:    9737/  10000 (97.37%), best:    9750/10000 (97.50%), error:       835.29834, best error:       789.10571 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 131.9774932861s, input_fired_time: 1.5759358406, output_fired_time: 1.1714112759, propagate_forward_time: 54.2727165222, propagate_backward_time: 72.3096008301, weight_update_time: 0.1368719786, other_time: 2.6478118896
epoch time: 13.4248075485s, input_fired_time: 0.1901326627, output_fired_time: 0.0000000000, propagate_forward_time: 12.7068643570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278100967
validation[          , genome  7157] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       872.26385, best error:       789.10571 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 122.5179214478s, input_fired_time: 1.5028347969, output_fired_time: 1.0822181702, propagate_forward_time: 50.6936416626, propagate_backward_time: 66.6805953979, weight_update_time: 0.1290234327, other_time: 2.5586242676
epoch time: 11.2171192169s, input_fired_time: 0.1628161073, output_fired_time: 0.0000000000, propagate_forward_time: 10.5760812759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782218933
validation[          , genome  7157] predictions:    9701/  10000 (97.01%), best:    9750/10000 (97.50%), error:       913.52246, best error:       789.10571 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 122.3010406494s, input_fired_time: 1.5067266226, output_fired_time: 1.0743494034, propagate_forward_time: 50.5934906006, propagate_backward_time: 66.5809860229, weight_update_time: 0.1291799247, other_time: 2.5454864502
epoch time: 11.0919256210s, input_fired_time: 0.1601284444, output_fired_time: 0.0000000000, propagate_forward_time: 10.4544105530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773864746
validation[          , genome  7157] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       876.56287, best error:       789.10571 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 122.3657150269s, input_fired_time: 1.5057309866, output_fired_time: 1.0794832706, propagate_forward_time: 50.5984344482, propagate_backward_time: 66.6344299316, weight_update_time: 0.1295644641, other_time: 2.5476379395
epoch time: 10.9916763306s, input_fired_time: 0.1593381315, output_fired_time: 0.0000000000, propagate_forward_time: 10.3599758148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723625183
validation[          , genome  7157] predictions:    9756/  10000 (97.56%), best:    9750/10000 (97.50%), error:       804.15411, best error:       789.10571 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 122.4045639038s, input_fired_time: 1.5012524128, output_fired_time: 1.0695186853, propagate_forward_time: 50.6205024719, propagate_backward_time: 66.6585235596, weight_update_time: 0.1291561723, other_time: 2.5547637939
epoch time: 10.8974838257s, input_fired_time: 0.1624688506, output_fired_time: 0.0000000000, propagate_forward_time: 10.2617168427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732980728
validation[          , genome  7157] predictions:    9321/  10000 (93.21%), best:    9750/10000 (97.50%), error:      2325.31958, best error:       789.10571 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

resetting weights to those on epoch: 47
epoch time: 122.4828948975s, input_fired_time: 1.4944142103, output_fired_time: 1.0759838820, propagate_forward_time: 50.6536598206, propagate_backward_time: 66.7050170898, weight_update_time: 0.1278218776, other_time: 2.5538177490
epoch time: 11.1054544449s, input_fired_time: 0.1613511145, output_fired_time: 0.0000000000, propagate_forward_time: 10.4656181335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784851074
validation[          , genome  7157] predictions:    9762/  10000 (97.62%), best:    9750/10000 (97.50%), error:       793.60614, best error:       789.10571 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 122.6004638672s, input_fired_time: 1.4993609190, output_fired_time: 1.0773668289, propagate_forward_time: 50.6522521973, propagate_backward_time: 66.8125305176, weight_update_time: 0.1281718761, other_time: 2.5589523315
epoch time: 10.6943073273s, input_fired_time: 0.1565738767, output_fired_time: 0.0000000000, propagate_forward_time: 10.0710544586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666786194
validation[          , genome  7157] predictions:    9744/  10000 (97.44%), best:    9750/10000 (97.50%), error:       815.01099, best error:       789.10571 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 122.8327026367s, input_fired_time: 1.5049524307, output_fired_time: 1.0788347721, propagate_forward_time: 50.7748031616, propagate_backward_time: 66.9116363525, weight_update_time: 0.1297701150, other_time: 2.5624771118
epoch time: 10.6945896149s, input_fired_time: 0.1574382931, output_fired_time: 0.0000000000, propagate_forward_time: 10.0710296631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661216736
validation[          , genome  7157] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       803.65771, best error:       789.10571 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 122.8260192871s, input_fired_time: 1.5095962286, output_fired_time: 1.0771487951, propagate_forward_time: 50.7489433289, propagate_backward_time: 66.9348831177, weight_update_time: 0.1281987280, other_time: 2.5554428101
epoch time: 10.7052183151s, input_fired_time: 0.1571791023, output_fired_time: 0.0000000000, propagate_forward_time: 10.0811252594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669141769
validation[          , genome  7157] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       768.67786, best error:       768.67786 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 122.6538543701s, input_fired_time: 1.5089910030, output_fired_time: 1.0772341490, propagate_forward_time: 50.6910324097, propagate_backward_time: 66.8212661743, weight_update_time: 0.1282939762, other_time: 2.5553359985
epoch time: 10.6920604706s, input_fired_time: 0.1583811641, output_fired_time: 0.0000000000, propagate_forward_time: 10.0676155090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660634995
validation[          , genome  7157] predictions:    9757/  10000 (97.57%), best:    9762/10000 (97.62%), error:       786.68726, best error:       768.67786 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 122.6593856812s, input_fired_time: 1.5052411556, output_fired_time: 1.0729382038, propagate_forward_time: 50.7479057312, propagate_backward_time: 66.7801055908, weight_update_time: 0.1271325797, other_time: 2.5531921387
epoch time: 10.6917400360s, input_fired_time: 0.1595184952, output_fired_time: 0.0000000000, propagate_forward_time: 10.0668554306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653663635
validation[          , genome  7157] predictions:    9716/  10000 (97.16%), best:    9762/10000 (97.62%), error:       885.26190, best error:       768.67786 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 122.6736221313s, input_fired_time: 1.5054630041, output_fired_time: 1.0755729675, propagate_forward_time: 50.7342147827, propagate_backward_time: 66.8012695312, weight_update_time: 0.1288274527, other_time: 2.5571060181
epoch time: 10.6961097717s, input_fired_time: 0.1600256860, output_fired_time: 0.0000000000, propagate_forward_time: 10.0709505081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651336670
validation[          , genome  7157] predictions:    9688/  10000 (96.88%), best:    9762/10000 (97.62%), error:       958.01221, best error:       768.67786 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 122.6050643921s, input_fired_time: 1.5045377016, output_fired_time: 1.0761202574, propagate_forward_time: 50.7250404358, propagate_backward_time: 66.7478332520, weight_update_time: 0.1279139668, other_time: 2.5515289307
epoch time: 10.6907215118s, input_fired_time: 0.1599152088, output_fired_time: 0.0000000000, propagate_forward_time: 10.0651044846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657020569
validation[          , genome  7157] predictions:    9758/  10000 (97.58%), best:    9762/10000 (97.62%), error:       784.29425, best error:       768.67786 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 122.8172683716s, input_fired_time: 1.5101945400, output_fired_time: 1.0777314901, propagate_forward_time: 50.7617645264, propagate_backward_time: 66.9170608521, weight_update_time: 0.1270034313, other_time: 2.5505218506
epoch time: 13.9308576584s, input_fired_time: 0.1956542581, output_fired_time: 0.0000000000, propagate_forward_time: 13.1955499649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396537781
validation[          , genome  7157] predictions:    9688/  10000 (96.88%), best:    9762/10000 (97.62%), error:      1002.17297, best error:       768.67786 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 156.6448974609s, input_fired_time: 1.7653234005, output_fired_time: 1.3951240778, propagate_forward_time: 63.6342735291, propagate_backward_time: 86.9685134888, weight_update_time: 0.1587134153, other_time: 2.8816604614
epoch time: 13.2775354385s, input_fired_time: 0.1861752719, output_fired_time: 0.0000000000, propagate_forward_time: 12.5657243729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256357193
validation[          , genome  7157] predictions:    9772/  10000 (97.72%), best:    9762/10000 (97.62%), error:       792.17200, best error:       768.67786 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 123.8267669678s, input_fired_time: 1.5176134109, output_fired_time: 1.0906162262, propagate_forward_time: 51.1624259949, propagate_backward_time: 67.4719619751, weight_update_time: 0.1301783919, other_time: 2.5841445923
epoch time: 10.8827371597s, input_fired_time: 0.1612838954, output_fired_time: 0.0000000000, propagate_forward_time: 10.2449903488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764633179
validation[          , genome  7157] predictions:    9738/  10000 (97.38%), best:    9762/10000 (97.62%), error:       864.93134, best error:       768.67786 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 129.7065734863s, input_fired_time: 1.5676180124, output_fired_time: 1.1404327154, propagate_forward_time: 53.3692359924, propagate_backward_time: 70.9917526245, weight_update_time: 0.1333813965, other_time: 2.6375350952
epoch time: 10.7142839432s, input_fired_time: 0.1567249298, output_fired_time: 0.0000000000, propagate_forward_time: 10.0889730453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685859680
validation[          , genome  7157] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       861.00739, best error:       768.67786 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 123.5505142212s, input_fired_time: 1.5141147375, output_fired_time: 1.0904794931, propagate_forward_time: 51.0365028381, propagate_backward_time: 67.3421859741, weight_update_time: 0.1286858767, other_time: 2.5672378540
epoch time: 10.7129068375s, input_fired_time: 0.1576623619, output_fired_time: 0.0000000000, propagate_forward_time: 10.0895042419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657402039
validation[          , genome  7157] predictions:    9746/  10000 (97.46%), best:    9762/10000 (97.62%), error:       828.04730, best error:       768.67786 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 123.4317550659s, input_fired_time: 1.5245478153, output_fired_time: 1.0892416239, propagate_forward_time: 51.0171012878, propagate_backward_time: 67.2341079712, weight_update_time: 0.1300515383, other_time: 2.5667495728
epoch time: 12.5501861572s, input_fired_time: 0.1813236475, output_fired_time: 0.0000000000, propagate_forward_time: 11.8609428406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079193115
validation[          , genome  7157] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       762.47876, best error:       762.47876 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 126.9957427979s, input_fired_time: 1.5431842804, output_fired_time: 1.1183097363, propagate_forward_time: 52.3537216187, propagate_backward_time: 69.3741912842, weight_update_time: 0.1315995306, other_time: 2.6063385010
epoch time: 10.7123374939s, input_fired_time: 0.1605530977, output_fired_time: 0.0000000000, propagate_forward_time: 10.0785436630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732408524
validation[          , genome  7157] predictions:    9623/  10000 (96.23%), best:    9773/10000 (97.73%), error:      1170.31750, best error:       762.47876 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 137.8426666260s, input_fired_time: 1.6287385225, output_fired_time: 1.2270009518, propagate_forward_time: 56.4591178894, propagate_backward_time: 75.8202972412, weight_update_time: 0.1401212066, other_time: 2.7075042725
epoch time: 10.7115764618s, input_fired_time: 0.1597014368, output_fired_time: 0.0000000000, propagate_forward_time: 10.0818214417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700536728
validation[          , genome  7157] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       829.59875, best error:       762.47876 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 145.2772674561s, input_fired_time: 1.6819860935, output_fired_time: 1.2936803102, propagate_forward_time: 59.2188568115, propagate_backward_time: 80.3047332764, weight_update_time: 0.1491357386, other_time: 2.7779998779
epoch time: 10.7134904861s, input_fired_time: 0.1572575271, output_fired_time: 0.0000000000, propagate_forward_time: 10.0891504288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670829773
validation[          , genome  7157] predictions:    9740/  10000 (97.40%), best:    9773/10000 (97.73%), error:       845.91980, best error:       762.47876 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 124.4557800293s, input_fired_time: 1.5238653421, output_fired_time: 1.0978732109, propagate_forward_time: 51.3777160645, propagate_backward_time: 67.8786010742, weight_update_time: 0.1308150887, other_time: 2.5777282715
epoch time: 10.8895053864s, input_fired_time: 0.1606892943, output_fired_time: 0.0000000000, propagate_forward_time: 10.2570991516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717168808
validation[          , genome  7157] predictions:    9743/  10000 (97.43%), best:    9773/10000 (97.73%), error:       806.27832, best error:       762.47876 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 127.6487197876s, input_fired_time: 1.5496939421, output_fired_time: 1.1303969622, propagate_forward_time: 52.5821228027, propagate_backward_time: 69.7608566284, weight_update_time: 0.1337824911, other_time: 2.6256561279
epoch time: 10.8814754486s, input_fired_time: 0.1646637470, output_fired_time: 0.0000000000, propagate_forward_time: 10.2408418655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759702682
validation[          , genome  7157] predictions:    9700/  10000 (97.00%), best:    9773/10000 (97.73%), error:       998.41803, best error:       762.47876 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 122.1048507690s, input_fired_time: 1.5048032999, output_fired_time: 1.0836950541, propagate_forward_time: 50.4917488098, propagate_backward_time: 66.4573974609, weight_update_time: 0.1293008924, other_time: 2.5671997070
epoch time: 10.8219165802s, input_fired_time: 0.1600875109, output_fired_time: 0.0000000000, propagate_forward_time: 10.1891345978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726943970
validation[          , genome  7157] predictions:    9743/  10000 (97.43%), best:    9773/10000 (97.73%), error:       835.46466, best error:       762.47876 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 126.7513122559s, input_fired_time: 1.5474460125, output_fired_time: 1.1194430590, propagate_forward_time: 52.2632713318, propagate_backward_time: 69.2073059082, weight_update_time: 0.1329513192, other_time: 2.6138458252
epoch time: 10.7069158554s, input_fired_time: 0.1637724638, output_fired_time: 0.0000000000, propagate_forward_time: 10.0779371262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652061462
validation[          , genome  7157] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       811.71069, best error:       762.47876 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 122.1937255859s, input_fired_time: 1.5162386894, output_fired_time: 1.0744457245, propagate_forward_time: 50.5307273865, propagate_backward_time: 66.5053787231, weight_update_time: 0.1273642182, other_time: 2.5669326782
epoch time: 10.7103462219s, input_fired_time: 0.1589214206, output_fired_time: 0.0000000000, propagate_forward_time: 10.0837574005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676675797
validation[          , genome  7157] predictions:    9746/  10000 (97.46%), best:    9773/10000 (97.73%), error:       830.63080, best error:       762.47876 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 122.3108978271s, input_fired_time: 1.5119175911, output_fired_time: 1.0767760277, propagate_forward_time: 50.5752334595, propagate_backward_time: 66.5796203613, weight_update_time: 0.1306868196, other_time: 2.5673522949
epoch time: 10.7019691467s, input_fired_time: 0.1584580839, output_fired_time: 0.0000000000, propagate_forward_time: 10.0774278641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660835266
validation[          , genome  7157] predictions:    9730/  10000 (97.30%), best:    9773/10000 (97.73%), error:       822.32080, best error:       762.47876 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 122.1617965698s, input_fired_time: 1.5059655905, output_fired_time: 1.0741646290, propagate_forward_time: 50.5172004700, propagate_backward_time: 66.4971847534, weight_update_time: 0.1276342720, other_time: 2.5672836304
epoch time: 10.7023410797s, input_fired_time: 0.1618519723, output_fired_time: 0.0000000000, propagate_forward_time: 10.0721721649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683170319
validation[          , genome  7157] predictions:    9748/  10000 (97.48%), best:    9773/10000 (97.73%), error:       847.45410, best error:       762.47876 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 122.1294937134s, input_fired_time: 1.5212553740, output_fired_time: 1.0741317272, propagate_forward_time: 50.4816703796, propagate_backward_time: 66.4878463745, weight_update_time: 0.1281997114, other_time: 2.5645828247
epoch time: 10.7083415985s, input_fired_time: 0.1656251550, output_fired_time: 0.0000000000, propagate_forward_time: 10.0741252899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685907364
validation[          , genome  7157] predictions:    9761/  10000 (97.61%), best:    9773/10000 (97.73%), error:       781.23950, best error:       762.47876 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 122.1608505249s, input_fired_time: 1.5111949444, output_fired_time: 1.0794570446, propagate_forward_time: 50.5219841003, propagate_backward_time: 66.4855499268, weight_update_time: 0.1284323484, other_time: 2.5626678467
epoch time: 10.7063980103s, input_fired_time: 0.1625713110, output_fired_time: 0.0000000000, propagate_forward_time: 10.0768394470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669876099
validation[          , genome  7157] predictions:    9762/  10000 (97.62%), best:    9773/10000 (97.73%), error:       791.29065, best error:       762.47876 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 122.1560287476s, input_fired_time: 1.5152860880, output_fired_time: 1.0718111992, propagate_forward_time: 50.5029106140, propagate_backward_time: 66.4949798584, weight_update_time: 0.1288389415, other_time: 2.5710449219
epoch time: 10.7006406784s, input_fired_time: 0.1596232504, output_fired_time: 0.0000000000, propagate_forward_time: 10.0725488663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684686661
validation[          , genome  7157] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       763.65448, best error:       762.47876 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 122.4360961914s, input_fired_time: 1.5184395313, output_fired_time: 1.0770722628, propagate_forward_time: 50.6115646362, propagate_backward_time: 66.6576232910, weight_update_time: 0.1287567616, other_time: 2.5713958740
epoch time: 10.7060661316s, input_fired_time: 0.1616382450, output_fired_time: 0.0000000000, propagate_forward_time: 10.0757102966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687175751
validation[          , genome  7157] predictions:    9742/  10000 (97.42%), best:    9773/10000 (97.73%), error:       871.39600, best error:       762.47876 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 122.1922912598s, input_fired_time: 1.5164021254, output_fired_time: 1.0758790970, propagate_forward_time: 50.5197906494, propagate_backward_time: 66.5134429932, weight_update_time: 0.1278678030, other_time: 2.5667724609
epoch time: 10.7095003128s, input_fired_time: 0.1624856442, output_fired_time: 0.0000000000, propagate_forward_time: 10.0791349411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678792953
validation[          , genome  7157] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       861.05389, best error:       762.47876 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 122.3439788818s, input_fired_time: 1.5188524723, output_fired_time: 1.0743805170, propagate_forward_time: 50.5587615967, propagate_backward_time: 66.6222991943, weight_update_time: 0.1284237802, other_time: 2.5696868896
epoch time: 10.7025175095s, input_fired_time: 0.1604912281, output_fired_time: 0.0000000000, propagate_forward_time: 10.0745744705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674520493
validation[          , genome  7157] predictions:    9765/  10000 (97.65%), best:    9773/10000 (97.73%), error:       792.90240, best error:       762.47876 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 122.3378601074s, input_fired_time: 1.5340416431, output_fired_time: 1.0760619640, propagate_forward_time: 50.5899696350, propagate_backward_time: 66.5719223022, weight_update_time: 0.1310780197, other_time: 2.5658645630
epoch time: 10.6900529861s, input_fired_time: 0.1585661769, output_fired_time: 0.0000000000, propagate_forward_time: 10.0631246567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683618546
validation[          , genome  7157] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       802.79999, best error:       762.47876 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 122.3032379150s, input_fired_time: 1.5250875950, output_fired_time: 1.0756179094, propagate_forward_time: 50.5888328552, propagate_backward_time: 66.5433578491, weight_update_time: 0.1276721060, other_time: 2.5703506470
epoch time: 10.7108383179s, input_fired_time: 0.1618089080, output_fired_time: 0.0000000000, propagate_forward_time: 10.0774383545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715909958
validation[          , genome  7157] predictions:    9739/  10000 (97.39%), best:    9773/10000 (97.73%), error:       841.24158, best error:       762.47876 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 122.2536697388s, input_fired_time: 1.5217499733, output_fired_time: 1.0752009153, propagate_forward_time: 50.5488700867, propagate_backward_time: 66.5363159180, weight_update_time: 0.1282536685, other_time: 2.5715332031
epoch time: 10.7020301819s, input_fired_time: 0.1675419211, output_fired_time: 0.0000000000, propagate_forward_time: 10.0688238144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656648636
validation[          , genome  7157] predictions:    9777/  10000 (97.77%), best:    9773/10000 (97.73%), error:       771.50665, best error:       762.47876 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 122.2957763672s, input_fired_time: 1.5144045353, output_fired_time: 1.0777550936, propagate_forward_time: 50.6074562073, propagate_backward_time: 66.5246887207, weight_update_time: 0.1273843646, other_time: 2.5714721680
epoch time: 10.7034978867s, input_fired_time: 0.1582613587, output_fired_time: 0.0000000000, propagate_forward_time: 10.0779438019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672927856
validation[          , genome  7157] predictions:    9705/  10000 (97.05%), best:    9773/10000 (97.73%), error:       949.85834, best error:       762.47876 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 122.4152145386s, input_fired_time: 1.5163064003, output_fired_time: 1.0779308081, propagate_forward_time: 50.6156883240, propagate_backward_time: 66.6371536255, weight_update_time: 0.1273808330, other_time: 2.5681381226
epoch time: 10.7109556198s, input_fired_time: 0.1590437442, output_fired_time: 0.0000000000, propagate_forward_time: 10.0858573914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660549164
validation[          , genome  7157] predictions:    9762/  10000 (97.62%), best:    9773/10000 (97.73%), error:       820.41241, best error:       762.47876 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 122.2934494019s, input_fired_time: 1.5174194574, output_fired_time: 1.0760704279, propagate_forward_time: 50.5499877930, propagate_backward_time: 66.5927047729, weight_update_time: 0.1269824356, other_time: 2.5572662354
epoch time: 10.7146091461s, input_fired_time: 0.1585587859, output_fired_time: 0.0000000000, propagate_forward_time: 10.0901889801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658613205
validation[          , genome  7157] predictions:    9722/  10000 (97.22%), best:    9773/10000 (97.73%), error:       944.61517, best error:       762.47876 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 130.8827667236s, input_fired_time: 1.5789091587, output_fired_time: 1.1605558395, propagate_forward_time: 53.8592491150, propagate_backward_time: 71.6529769897, weight_update_time: 0.1342445165, other_time: 2.6310806274
epoch time: 11.9507284164s, input_fired_time: 0.1779461652, output_fired_time: 0.0000000000, propagate_forward_time: 11.2799654007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928169250
validation[          , genome  7157] predictions:    9723/  10000 (97.23%), best:    9773/10000 (97.73%), error:       884.53064, best error:       762.47876 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 160.1502532959s, input_fired_time: 1.8022699356, output_fired_time: 1.4248168468, propagate_forward_time: 64.9520568848, propagate_backward_time: 89.0474090576, weight_update_time: 0.1592554748, other_time: 2.9236907959
epoch time: 10.7125511169s, input_fired_time: 0.1608823389, output_fired_time: 0.0000000000, propagate_forward_time: 10.0861425400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655265808
validation[          , genome  7157] predictions:    9743/  10000 (97.43%), best:    9773/10000 (97.73%), error:       832.94177, best error:       762.47876 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 125.0253829956s, input_fired_time: 1.5446342230, output_fired_time: 1.0961498022, propagate_forward_time: 51.5659141541, propagate_backward_time: 68.2357177734, weight_update_time: 0.1298938096, other_time: 2.5829620361
epoch time: 10.7345590591s, input_fired_time: 0.1626690924, output_fired_time: 0.0000000000, propagate_forward_time: 10.1027870178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691028595
validation[          , genome  7157] predictions:    9727/  10000 (97.27%), best:    9773/10000 (97.73%), error:       909.35938, best error:       762.47876 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 132.7894134521s, input_fired_time: 1.5982810259, output_fired_time: 1.1804236174, propagate_forward_time: 54.5462226868, propagate_backward_time: 72.7986373901, weight_update_time: 0.1363618225, other_time: 2.6658554077
epoch time: 10.7045125961s, input_fired_time: 0.1637639701, output_fired_time: 0.0000000000, propagate_forward_time: 10.0734548569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672937393
validation[          , genome  7157] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       856.97015, best error:       762.47876 on epoch:    74, 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: 53.8075332642s, input_fired_time: 0.8219410181, output_fired_time: 0.0000000000, propagate_forward_time: 50.6020507812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3835411072
best training[          , genome  7157] predictions:   49670/  50000 (99.34%), best:    9773/10000 (97.73%), error:      1442.93787, best error:       762.47876 on epoch:    74, 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: 10.6985282898s, input_fired_time: 0.1586142331, output_fired_time: 0.0000000000, propagate_forward_time: 10.0692853928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706287384
   testing[          , genome  7157] predictions:    9779/  10000 (97.79%), best:    9773/10000 (97.73%), error:       770.43579, best error:       762.47876 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:09:51 (12544): called boinc_finish(0)

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