Nameexact_genome_1512568488_41_7051_0
Workunit2606523
Created7 Dec 2017, 23:35:07 UTC
Sent7 Dec 2017, 23:38:38 UTC
Report deadline15 Dec 2017, 14:37:22 UTC
Received8 Dec 2017, 15:31:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time4 hours 40 min 59 sec
CPU time4 hours 35 min 31 sec
Validate stateValid
Credit1,906.03
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.04 MB
Peak swap size151.77 MB
Peak disk usage1.11 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
99, weight_update_time: 0.1647985578, other_time: 8.0414505005
epoch time: 13.7682838440s, input_fired_time: 0.1478321403, output_fired_time: 0.0000000000, propagate_forward_time: 11.9603128433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6601390839
validation[          , genome  7051] predictions:    9657/  10000 (96.57%), best:    9694/10000 (96.94%), error:      1118.53223, best error:      1000.55908 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 152.5090332031s, input_fired_time: 1.3417053223, output_fired_time: 0.8687808514, propagate_forward_time: 57.9025115967, propagate_backward_time: 84.7118911743, weight_update_time: 0.1752976030, other_time: 7.6841506958
epoch time: 13.7153081894s, input_fired_time: 0.1484327018, output_fired_time: 0.0000000000, propagate_forward_time: 12.0421247482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5247507095
validation[          , genome  7051] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       982.14545, best error:       982.14545 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 152.4660644531s, input_fired_time: 1.3328433037, output_fired_time: 0.8625317216, propagate_forward_time: 57.5992774963, propagate_backward_time: 84.9482650757, weight_update_time: 0.1512754411, other_time: 7.7231521606
epoch time: 13.3169717789s, input_fired_time: 0.1414207518, output_fired_time: 0.0000000000, propagate_forward_time: 11.7156686783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4598827362
validation[          , genome  7051] predictions:    9697/  10000 (96.97%), best:    9727/10000 (97.27%), error:       993.45001, best error:       982.14545 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 153.1898651123s, input_fired_time: 1.3310906887, output_fired_time: 0.8542544246, propagate_forward_time: 57.9280357361, propagate_backward_time: 85.3381805420, weight_update_time: 0.1539228708, other_time: 7.7383117676
epoch time: 13.2288112640s, input_fired_time: 0.1431693882, output_fired_time: 0.0000000000, propagate_forward_time: 11.5982627869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4873790741
validation[          , genome  7051] predictions:    9691/  10000 (96.91%), best:    9727/10000 (97.27%), error:      1052.76953, best error:       982.14545 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 152.8590850830s, input_fired_time: 1.3341859579, output_fired_time: 0.8606097698, propagate_forward_time: 57.8975753784, propagate_backward_time: 84.9971466064, weight_update_time: 0.1510441005, other_time: 7.7695693970
epoch time: 13.5140171051s, input_fired_time: 0.1443265229, output_fired_time: 0.0000000000, propagate_forward_time: 11.8598089218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5098819733
validation[          , genome  7051] predictions:    9628/  10000 (96.28%), best:    9727/10000 (97.27%), error:      1275.99634, best error:       982.14545 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 153.0911254883s, input_fired_time: 1.3520141840, output_fired_time: 0.8556478620, propagate_forward_time: 57.6757659912, propagate_backward_time: 85.5076980591, weight_update_time: 0.1507761627, other_time: 7.6999893188
epoch time: 13.2820091248s, input_fired_time: 0.1415583044, output_fired_time: 0.0000000000, propagate_forward_time: 11.5677051544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5727453232
validation[          , genome  7051] predictions:    9613/  10000 (96.13%), best:    9727/10000 (97.27%), error:      1191.63562, best error:       982.14545 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 152.7509918213s, input_fired_time: 1.3627662659, output_fired_time: 0.8544934392, propagate_forward_time: 57.5458641052, propagate_backward_time: 85.2853927612, weight_update_time: 0.1508888453, other_time: 7.7024765015
epoch time: 13.0877017975s, input_fired_time: 0.1437153667, output_fired_time: 0.0000000000, propagate_forward_time: 11.4855318069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4584550858
validation[          , genome  7051] predictions:    9702/  10000 (97.02%), best:    9727/10000 (97.27%), error:      1011.13885, best error:       982.14545 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 152.4632263184s, input_fired_time: 1.3157094717, output_fired_time: 0.8566620350, propagate_forward_time: 57.5471229553, propagate_backward_time: 85.1215591431, weight_update_time: 0.1552048177, other_time: 7.6221847534
epoch time: 13.1013784409s, input_fired_time: 0.1431244910, output_fired_time: 0.0000000000, propagate_forward_time: 11.4986839294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4595699310
validation[          , genome  7051] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       892.27789, best error:       892.27789 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 152.4738464355s, input_fired_time: 1.3712233305, output_fired_time: 0.8601084352, propagate_forward_time: 57.6287727356, propagate_backward_time: 84.9849395752, weight_update_time: 0.1592546552, other_time: 7.6288146973
epoch time: 13.1059560776s, input_fired_time: 0.1487954855, output_fired_time: 0.0000000000, propagate_forward_time: 11.4440746307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5130863190
validation[          , genome  7051] predictions:    9685/  10000 (96.85%), best:    9730/10000 (97.30%), error:      1004.76453, best error:       892.27789 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 152.7002105713s, input_fired_time: 1.3254592419, output_fired_time: 0.8612447381, propagate_forward_time: 57.7853469849, propagate_backward_time: 85.0396652222, weight_update_time: 0.1545483470, other_time: 7.6884918213
epoch time: 13.2082233429s, input_fired_time: 0.1443673223, output_fired_time: 0.0000000000, propagate_forward_time: 11.5676918030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4961643219
validation[          , genome  7051] predictions:    9686/  10000 (96.86%), best:    9730/10000 (97.30%), error:      1062.43091, best error:       892.27789 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 152.8191528320s, input_fired_time: 1.3284505606, output_fired_time: 0.8968048096, propagate_forward_time: 57.7214279175, propagate_backward_time: 85.2232589722, weight_update_time: 0.1606115401, other_time: 7.6492156982
epoch time: 13.1545801163s, input_fired_time: 0.1441741437, output_fired_time: 0.0000000000, propagate_forward_time: 11.5461206436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4642848969
validation[          , genome  7051] predictions:    9691/  10000 (96.91%), best:    9730/10000 (97.30%), error:       957.74231, best error:       892.27789 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 152.6352691650s, input_fired_time: 1.3249992132, output_fired_time: 0.8527290225, propagate_forward_time: 57.7215614319, propagate_backward_time: 84.9723892212, weight_update_time: 0.1676772088, other_time: 7.7636032104
epoch time: 13.0764007568s, input_fired_time: 0.1434445530, output_fired_time: 0.0000000000, propagate_forward_time: 11.4371767044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4957790375
validation[          , genome  7051] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       889.64746, best error:       889.64746 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 152.4928741455s, input_fired_time: 1.3536180258, output_fired_time: 0.8596706986, propagate_forward_time: 57.4181785583, propagate_backward_time: 85.1280441284, weight_update_time: 0.1585793197, other_time: 7.7333602905
epoch time: 13.1480388641s, input_fired_time: 0.1447301507, output_fired_time: 0.0000000000, propagate_forward_time: 11.5379009247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4654073715
validation[          , genome  7051] predictions:    9718/  10000 (97.18%), best:    9724/10000 (97.24%), error:       959.36511, best error:       889.64746 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 152.0417022705s, input_fired_time: 1.3577662706, output_fired_time: 0.8568922877, propagate_forward_time: 57.6129798889, propagate_backward_time: 84.5503616333, weight_update_time: 0.1514383256, other_time: 7.6637039185
epoch time: 13.1088895798s, input_fired_time: 0.1442132145, output_fired_time: 0.0000000000, propagate_forward_time: 11.4891462326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4755296707
validation[          , genome  7051] predictions:    9720/  10000 (97.20%), best:    9724/10000 (97.24%), error:       974.87933, best error:       889.64746 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 152.1079101562s, input_fired_time: 1.3335874081, output_fired_time: 0.8572549224, propagate_forward_time: 57.5089950562, propagate_backward_time: 84.6986923218, weight_update_time: 0.1518359929, other_time: 7.7093811035
epoch time: 13.0444507599s, input_fired_time: 0.1440727562, output_fired_time: 0.0000000000, propagate_forward_time: 11.4430294037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4573488235
validation[          , genome  7051] predictions:    9727/  10000 (97.27%), best:    9724/10000 (97.24%), error:       931.82928, best error:       889.64746 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 152.3067321777s, input_fired_time: 1.4278281927, output_fired_time: 0.8842853308, propagate_forward_time: 57.6803092957, propagate_backward_time: 84.6857147217, weight_update_time: 0.1510985196, other_time: 7.6285858154
epoch time: 13.1810054779s, input_fired_time: 0.1441148669, output_fired_time: 0.0000000000, propagate_forward_time: 11.5583257675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4785652161
validation[          , genome  7051] predictions:    9712/  10000 (97.12%), best:    9724/10000 (97.24%), error:       901.39435, best error:       889.64746 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 152.2790527344s, input_fired_time: 1.3126215935, output_fired_time: 0.8521751761, propagate_forward_time: 57.5468788147, propagate_backward_time: 84.9338378906, weight_update_time: 0.1751053333, other_time: 7.6335449219
epoch time: 13.3343658447s, input_fired_time: 0.1498724222, output_fired_time: 0.0000000000, propagate_forward_time: 11.6893882751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4951047897
validation[          , genome  7051] predictions:    9712/  10000 (97.12%), best:    9724/10000 (97.24%), error:       999.56482, best error:       889.64746 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 153.3003082275s, input_fired_time: 1.3557442427, output_fired_time: 0.8611267805, propagate_forward_time: 57.9908332825, propagate_backward_time: 85.4423446655, weight_update_time: 0.1514127403, other_time: 7.6502609253
epoch time: 13.1746101379s, input_fired_time: 0.1462760866, output_fired_time: 0.0000000000, propagate_forward_time: 11.5411863327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4871473312
validation[          , genome  7051] predictions:    9685/  10000 (96.85%), best:    9724/10000 (97.24%), error:      1098.59448, best error:       889.64746 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 152.6821289062s, input_fired_time: 1.3161963224, output_fired_time: 0.8681758642, propagate_forward_time: 57.6515769958, propagate_backward_time: 85.0946807861, weight_update_time: 0.1587181836, other_time: 7.7514953613
epoch time: 13.3292407990s, input_fired_time: 0.1450532228, output_fired_time: 0.0000000000, propagate_forward_time: 11.6883821487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4958057404
validation[          , genome  7051] predictions:    9694/  10000 (96.94%), best:    9724/10000 (97.24%), error:       994.57886, best error:       889.64746 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 153.1255493164s, input_fired_time: 1.3392462730, output_fired_time: 0.8525720835, propagate_forward_time: 57.9398307800, propagate_backward_time: 85.2944488525, weight_update_time: 0.1512117386, other_time: 7.6994476318
epoch time: 13.3097753525s, input_fired_time: 0.1506291330, output_fired_time: 0.0000000000, propagate_forward_time: 11.6963834763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4627628326
validation[          , genome  7051] predictions:    9678/  10000 (96.78%), best:    9724/10000 (97.24%), error:      1099.74255, best error:       889.64746 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 152.9408264160s, input_fired_time: 1.3189685345, output_fired_time: 0.8582329154, propagate_forward_time: 57.8819694519, propagate_backward_time: 85.2088470459, weight_update_time: 0.1511472464, other_time: 7.6728057861
epoch time: 13.1203422546s, input_fired_time: 0.1417576224, output_fired_time: 0.0000000000, propagate_forward_time: 11.5130348206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4655494690
validation[          , genome  7051] predictions:    9721/  10000 (97.21%), best:    9724/10000 (97.24%), error:       946.22821, best error:       889.64746 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 152.6371612549s, input_fired_time: 1.3767844439, output_fired_time: 0.8807859421, propagate_forward_time: 57.8151016235, propagate_backward_time: 84.9738769531, weight_update_time: 0.1505107582, other_time: 7.5906143188
epoch time: 13.1360387802s, input_fired_time: 0.1503421515, output_fired_time: 0.0000000000, propagate_forward_time: 11.5143613815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4713354111
validation[          , genome  7051] predictions:    9720/  10000 (97.20%), best:    9724/10000 (97.24%), error:       912.13074, best error:       889.64746 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 152.4875488281s, input_fired_time: 1.3304522038, output_fired_time: 0.8624373078, propagate_forward_time: 57.7405471802, propagate_backward_time: 84.8877334595, weight_update_time: 0.1582494527, other_time: 7.6663665771
epoch time: 13.3332509995s, input_fired_time: 0.1454329938, output_fired_time: 0.0000000000, propagate_forward_time: 11.7048969269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4829206467
validation[          , genome  7051] predictions:    9660/  10000 (96.60%), best:    9724/10000 (97.24%), error:      1087.57861, best error:       889.64746 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 152.9882049561s, input_fired_time: 1.3378375769, output_fired_time: 0.8555549383, propagate_forward_time: 57.7610244751, propagate_backward_time: 85.3476486206, weight_update_time: 0.1549742371, other_time: 7.6861267090
epoch time: 13.2399873734s, input_fired_time: 0.1466775388, output_fired_time: 0.0000000000, propagate_forward_time: 11.6088476181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4844617844
validation[          , genome  7051] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       827.94983, best error:       827.94983 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 152.8910827637s, input_fired_time: 1.3273307085, output_fired_time: 0.8567002416, propagate_forward_time: 57.6855049133, propagate_backward_time: 85.3434143066, weight_update_time: 0.1519735008, other_time: 7.6781311035
epoch time: 13.1391983032s, input_fired_time: 0.1486086249, output_fired_time: 0.0000000000, propagate_forward_time: 11.5114593506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4791307449
validation[          , genome  7051] predictions:    9679/  10000 (96.79%), best:    9740/10000 (97.40%), error:      1028.98840, best error:       827.94983 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 152.6833038330s, input_fired_time: 1.3427596092, output_fired_time: 0.8731183410, propagate_forward_time: 57.5592575073, propagate_backward_time: 85.1336288452, weight_update_time: 0.1506905854, other_time: 7.7745361328
epoch time: 13.0927896500s, input_fired_time: 0.1456929594, output_fired_time: 0.0000000000, propagate_forward_time: 11.4021835327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5449132919
validation[          , genome  7051] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       824.32751, best error:       824.32751 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 153.1090393066s, input_fired_time: 1.3427754641, output_fired_time: 0.9194034338, propagate_forward_time: 57.8904571533, propagate_backward_time: 85.2023391724, weight_update_time: 0.1512064338, other_time: 7.7540664673
epoch time: 13.3223056793s, input_fired_time: 0.1506724954, output_fired_time: 0.0000000000, propagate_forward_time: 11.6831331253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4884996414
validation[          , genome  7051] predictions:    9684/  10000 (96.84%), best:    9760/10000 (97.60%), error:       978.88361, best error:       824.32751 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 153.5756683350s, input_fired_time: 1.3376477957, output_fired_time: 0.9057086706, propagate_forward_time: 57.9355659485, propagate_backward_time: 85.5981903076, weight_update_time: 0.1506076902, other_time: 7.7985534668
epoch time: 13.0856361389s, input_fired_time: 0.1446165591, output_fired_time: 0.0000000000, propagate_forward_time: 11.4871902466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4538297653
validation[          , genome  7051] predictions:    9715/  10000 (97.15%), best:    9760/10000 (97.60%), error:       917.40161, best error:       824.32751 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 153.1615753174s, input_fired_time: 1.3596036434, output_fired_time: 0.9061381817, propagate_forward_time: 58.1179313660, propagate_backward_time: 85.1043777466, weight_update_time: 0.1543822289, other_time: 7.6735153198
epoch time: 13.2938947678s, input_fired_time: 0.1467957795, output_fired_time: 0.0000000000, propagate_forward_time: 11.6467485428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5003499985
validation[          , genome  7051] predictions:    9748/  10000 (97.48%), best:    9760/10000 (97.60%), error:       833.30115, best error:       824.32751 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 152.0798339844s, input_fired_time: 1.3261197805, output_fired_time: 0.8547979593, propagate_forward_time: 57.5289535522, propagate_backward_time: 84.6241149902, weight_update_time: 0.1496456861, other_time: 7.7458419800
epoch time: 13.1729812622s, input_fired_time: 0.1459607035, output_fired_time: 0.0000000000, propagate_forward_time: 11.5613098145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4657106400
validation[          , genome  7051] predictions:    9739/  10000 (97.39%), best:    9760/10000 (97.60%), error:       887.00629, best error:       824.32751 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 151.9503784180s, input_fired_time: 1.3699592352, output_fired_time: 0.8502711654, propagate_forward_time: 57.5315628052, propagate_backward_time: 84.6106872559, weight_update_time: 0.1588452905, other_time: 7.5878982544
epoch time: 13.2122545242s, input_fired_time: 0.1469138414, output_fired_time: 0.0000000000, propagate_forward_time: 11.5763349533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4890060425
validation[          , genome  7051] predictions:    9720/  10000 (97.20%), best:    9760/10000 (97.60%), error:       867.79651, best error:       824.32751 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 152.9317016602s, input_fired_time: 1.3315584660, output_fired_time: 0.8803479075, propagate_forward_time: 57.5859680176, propagate_backward_time: 85.4803619385, weight_update_time: 0.1514299959, other_time: 7.6534729004
epoch time: 13.3699674606s, input_fired_time: 0.1438277811, output_fired_time: 0.0000000000, propagate_forward_time: 11.7373237610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4888162613
validation[          , genome  7051] predictions:    9660/  10000 (96.60%), best:    9760/10000 (97.60%), error:      1145.62732, best error:       824.32751 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 152.6590118408s, input_fired_time: 1.3381872177, output_fired_time: 0.8605884910, propagate_forward_time: 57.7858047485, propagate_backward_time: 84.8936767578, weight_update_time: 0.1505750567, other_time: 7.7807540894
epoch time: 13.0964040756s, input_fired_time: 0.1635254174, output_fired_time: 0.0000000000, propagate_forward_time: 11.4783048630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4545736313
validation[          , genome  7051] predictions:    9741/  10000 (97.41%), best:    9760/10000 (97.60%), error:       888.14258, best error:       824.32751 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 152.6258544922s, input_fired_time: 1.3239021301, output_fired_time: 0.8630236387, propagate_forward_time: 57.6965675354, propagate_backward_time: 85.1260757446, weight_update_time: 0.1605100930, other_time: 7.6162948608
epoch time: 13.0331029892s, input_fired_time: 0.1454202384, output_fired_time: 0.0000000000, propagate_forward_time: 11.4205369949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4671459198
validation[          , genome  7051] predictions:    9664/  10000 (96.64%), best:    9760/10000 (97.60%), error:      1021.98810, best error:       824.32751 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 153.0599822998s, input_fired_time: 1.3462307453, output_fired_time: 0.8629927039, propagate_forward_time: 58.0166816711, propagate_backward_time: 85.0191116333, weight_update_time: 0.1504618526, other_time: 7.8149642944
epoch time: 13.1222105026s, input_fired_time: 0.1889355779, output_fired_time: 0.0000000000, propagate_forward_time: 11.4337062836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4995689392
validation[          , genome  7051] predictions:    9745/  10000 (97.45%), best:    9760/10000 (97.60%), error:       832.80829, best error:       824.32751 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 151.5007629395s, input_fired_time: 1.3255259991, output_fired_time: 0.8684281111, propagate_forward_time: 57.0965118408, propagate_backward_time: 84.6245498657, weight_update_time: 0.1585732400, other_time: 7.5857467651
epoch time: 13.1018075943s, input_fired_time: 0.1444037259, output_fired_time: 0.0000000000, propagate_forward_time: 11.4758586884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4815454483
validation[          , genome  7051] predictions:    9699/  10000 (96.99%), best:    9760/10000 (97.60%), error:       960.42218, best error:       824.32751 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 152.8233184814s, input_fired_time: 1.3519446850, output_fired_time: 0.8725177050, propagate_forward_time: 57.8414611816, propagate_backward_time: 84.9997329712, weight_update_time: 0.1593953818, other_time: 7.7576675415
epoch time: 13.2457771301s, input_fired_time: 0.1646579951, output_fired_time: 0.0000000000, propagate_forward_time: 11.5875654221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4935541153
validation[          , genome  7051] predictions:    9658/  10000 (96.58%), best:    9760/10000 (97.60%), error:      1105.41101, best error:       824.32751 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 152.2771301270s, input_fired_time: 1.3401081562, output_fired_time: 0.8572865129, propagate_forward_time: 57.6392745972, propagate_backward_time: 84.8339996338, weight_update_time: 0.1512050629, other_time: 7.6064682007
epoch time: 13.3266286850s, input_fired_time: 0.1480617672, output_fired_time: 0.0000000000, propagate_forward_time: 11.6205129623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5580539703
validation[          , genome  7051] predictions:    9726/  10000 (97.26%), best:    9760/10000 (97.60%), error:       934.61877, best error:       824.32751 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 153.0939483643s, input_fired_time: 1.3741765022, output_fired_time: 0.8689231873, propagate_forward_time: 58.0597457886, propagate_backward_time: 85.1800537109, weight_update_time: 0.1510280222, other_time: 7.6110458374
epoch time: 13.2982101440s, input_fired_time: 0.1647568792, output_fired_time: 0.0000000000, propagate_forward_time: 11.6448154449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4886379242
validation[          , genome  7051] predictions:    9722/  10000 (97.22%), best:    9760/10000 (97.60%), error:       927.31970, best error:       824.32751 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 152.9697570801s, input_fired_time: 1.3909571171, output_fired_time: 0.8579847813, propagate_forward_time: 57.8275680542, propagate_backward_time: 85.0788726807, weight_update_time: 0.1530988961, other_time: 7.8143692017
epoch time: 13.0763034821s, input_fired_time: 0.1472923905, output_fired_time: 0.0000000000, propagate_forward_time: 11.4708118439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4581995010
validation[          , genome  7051] predictions:    9715/  10000 (97.15%), best:    9760/10000 (97.60%), error:       891.77332, best error:       824.32751 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 152.1683044434s, input_fired_time: 1.3416928053, output_fired_time: 0.8549808264, propagate_forward_time: 57.6351203918, propagate_backward_time: 84.6592178345, weight_update_time: 0.1508404464, other_time: 7.6772994995
epoch time: 13.2766084671s, input_fired_time: 0.1483453959, output_fired_time: 0.0000000000, propagate_forward_time: 11.6586904526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4695730209
validation[          , genome  7051] predictions:    9750/  10000 (97.50%), best:    9760/10000 (97.60%), error:       846.66602, best error:       824.32751 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 153.3903656006s, input_fired_time: 1.3968526125, output_fired_time: 0.8832787871, propagate_forward_time: 57.7607994080, propagate_backward_time: 85.6146011353, weight_update_time: 0.1509156674, other_time: 7.7348251343
epoch time: 13.2173137665s, input_fired_time: 0.1489912271, output_fired_time: 0.0000000000, propagate_forward_time: 11.6000022888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4683198929
validation[          , genome  7051] predictions:    9644/  10000 (96.44%), best:    9760/10000 (97.60%), error:      1149.08264, best error:       824.32751 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 152.8574066162s, input_fired_time: 1.3762539625, output_fired_time: 0.8754920363, propagate_forward_time: 57.6626129150, propagate_backward_time: 85.2477340698, weight_update_time: 0.1513221860, other_time: 7.6953201294
epoch time: 13.2331619263s, input_fired_time: 0.1480673254, output_fired_time: 0.0000000000, propagate_forward_time: 11.6108827591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4742116928
validation[          , genome  7051] predictions:    9730/  10000 (97.30%), best:    9760/10000 (97.60%), error:       829.19666, best error:       824.32751 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 152.9725494385s, input_fired_time: 1.3723142147, output_fired_time: 0.8868553042, propagate_forward_time: 57.5448875427, propagate_backward_time: 85.5213623047, weight_update_time: 0.1510644108, other_time: 7.6471252441
epoch time: 13.0449495316s, input_fired_time: 0.1474437416, output_fired_time: 0.0000000000, propagate_forward_time: 11.4346055984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4629001617
validation[          , genome  7051] predictions:    9743/  10000 (97.43%), best:    9760/10000 (97.60%), error:       845.23267, best error:       824.32751 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 152.5235137939s, input_fired_time: 1.3440839052, output_fired_time: 0.8684043884, propagate_forward_time: 57.3818626404, propagate_backward_time: 85.1309585571, weight_update_time: 0.1508850604, other_time: 7.7981948853
epoch time: 13.2400627136s, input_fired_time: 0.1496038139, output_fired_time: 0.0000000000, propagate_forward_time: 11.5210504532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5694084167
validation[          , genome  7051] predictions:    9706/  10000 (97.06%), best:    9760/10000 (97.60%), error:       929.83673, best error:       824.32751 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 152.6700439453s, input_fired_time: 1.3598088026, output_fired_time: 0.8539520502, propagate_forward_time: 57.5888786316, propagate_backward_time: 85.1032562256, weight_update_time: 0.1523279548, other_time: 7.7641448975
epoch time: 13.1965990067s, input_fired_time: 0.1474020630, output_fired_time: 0.0000000000, propagate_forward_time: 11.5852251053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4639720917
validation[          , genome  7051] predictions:    9731/  10000 (97.31%), best:    9760/10000 (97.60%), error:       886.20947, best error:       824.32751 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 153.1419372559s, input_fired_time: 1.3615142107, output_fired_time: 0.8631343246, propagate_forward_time: 57.8192214966, propagate_backward_time: 85.3875579834, weight_update_time: 0.1508770585, other_time: 7.7105178833
epoch time: 13.1653165817s, input_fired_time: 0.1498450041, output_fired_time: 0.0000000000, propagate_forward_time: 11.4952306747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5202407837
validation[          , genome  7051] predictions:    9745/  10000 (97.45%), best:    9760/10000 (97.60%), error:       836.98700, best error:       824.32751 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 153.4608001709s, input_fired_time: 1.3757313490, output_fired_time: 0.8564720750, propagate_forward_time: 58.0524826050, propagate_backward_time: 85.5258331299, weight_update_time: 0.1570889652, other_time: 7.6502761841
epoch time: 13.1677188873s, input_fired_time: 0.1510362923, output_fired_time: 0.0000000000, propagate_forward_time: 11.5512971878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4653854370
validation[          , genome  7051] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       795.49506, best error:       795.49506 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 152.8890838623s, input_fired_time: 1.3425210714, output_fired_time: 0.8801643252, propagate_forward_time: 57.8051376343, propagate_backward_time: 85.1767654419, weight_update_time: 0.1505257785, other_time: 7.6845092773
epoch time: 13.1790704727s, input_fired_time: 0.1494636089, output_fired_time: 0.0000000000, propagate_forward_time: 11.5422372818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4873695374
validation[          , genome  7051] predictions:    9709/  10000 (97.09%), best:    9770/10000 (97.70%), error:       909.99811, best error:       795.49506 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 152.8532409668s, input_fired_time: 1.4470056295, output_fired_time: 0.8631292582, propagate_forward_time: 57.9647903442, propagate_backward_time: 84.7967147827, weight_update_time: 0.1511155814, other_time: 7.7816009521
epoch time: 13.2752981186s, input_fired_time: 0.1492439657, output_fired_time: 0.0000000000, propagate_forward_time: 11.6694879532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4565658569
validation[          , genome  7051] predictions:    9733/  10000 (97.33%), best:    9770/10000 (97.70%), error:       836.42426, best error:       795.49506 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 153.3256835938s, input_fired_time: 1.3464664221, output_fired_time: 0.8782360554, propagate_forward_time: 58.0602340698, propagate_backward_time: 85.4414749146, weight_update_time: 0.1598862708, other_time: 7.5992736816
epoch time: 13.1020803452s, input_fired_time: 0.1503717005, output_fired_time: 0.0000000000, propagate_forward_time: 11.4773702621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4743385315
validation[          , genome  7051] predictions:    9577/  10000 (95.77%), best:    9770/10000 (97.70%), error:      1278.79675, best error:       795.49506 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 152.8123779297s, input_fired_time: 1.3433002234, output_fired_time: 0.8816569448, propagate_forward_time: 57.7855567932, propagate_backward_time: 85.1286849976, weight_update_time: 0.1586075425, other_time: 7.6731796265
epoch time: 13.3475656509s, input_fired_time: 0.1477267444, output_fired_time: 0.0000000000, propagate_forward_time: 11.7207899094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4790487289
validation[          , genome  7051] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       860.49609, best error:       795.49506 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 153.6589965820s, input_fired_time: 1.3773831129, output_fired_time: 0.8992497325, propagate_forward_time: 57.7951889038, propagate_backward_time: 85.8675460815, weight_update_time: 0.1579379588, other_time: 7.7196350098
epoch time: 13.1757488251s, input_fired_time: 0.1498209536, output_fired_time: 0.0000000000, propagate_forward_time: 11.5577964783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4681310654
validation[          , genome  7051] predictions:    9702/  10000 (97.02%), best:    9770/10000 (97.70%), error:       909.96973, best error:       795.49506 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 152.2775421143s, input_fired_time: 1.3401041031, output_fired_time: 0.8602940440, propagate_forward_time: 57.4680252075, propagate_backward_time: 84.9309463501, weight_update_time: 0.1515925825, other_time: 7.6781768799
epoch time: 13.3534431458s, input_fired_time: 0.1486909539, output_fired_time: 0.0000000000, propagate_forward_time: 11.6593160629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5454359055
validation[          , genome  7051] predictions:    9723/  10000 (97.23%), best:    9770/10000 (97.70%), error:       911.99841, best error:       795.49506 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 152.3213348389s, input_fired_time: 1.3371230364, output_fired_time: 0.8779201508, propagate_forward_time: 57.8504905701, propagate_backward_time: 84.5560836792, weight_update_time: 0.1502903998, other_time: 7.6997146606
epoch time: 13.1689538956s, input_fired_time: 0.1506556422, output_fired_time: 0.0000000000, propagate_forward_time: 11.5591354370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4591627121
validation[          , genome  7051] predictions:    9726/  10000 (97.26%), best:    9770/10000 (97.70%), error:       850.11719, best error:       795.49506 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 152.5196685791s, input_fired_time: 1.3536037207, output_fired_time: 0.8653025031, propagate_forward_time: 57.7456626892, propagate_backward_time: 84.9023208618, weight_update_time: 0.1517633051, other_time: 7.6527786255
epoch time: 13.4961996078s, input_fired_time: 0.1532528698, output_fired_time: 0.0000000000, propagate_forward_time: 11.8786258698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4643211365
validation[          , genome  7051] predictions:    9717/  10000 (97.17%), best:    9770/10000 (97.70%), error:       926.04254, best error:       795.49506 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 152.1536254883s, input_fired_time: 1.3410749435, output_fired_time: 0.9418711662, propagate_forward_time: 57.2936248779, propagate_backward_time: 84.9525909424, weight_update_time: 0.1510341614, other_time: 7.6244659424
epoch time: 13.3837852478s, input_fired_time: 0.1582557261, output_fired_time: 0.0000000000, propagate_forward_time: 11.7548809052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4706487656
validation[          , genome  7051] predictions:    9724/  10000 (97.24%), best:    9770/10000 (97.70%), error:       912.21588, best error:       795.49506 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 152.6178588867s, input_fired_time: 1.3635007143, output_fired_time: 0.9028260708, propagate_forward_time: 57.7278213501, propagate_backward_time: 85.0076217651, weight_update_time: 0.1510227323, other_time: 7.6160888672
epoch time: 13.3073978424s, input_fired_time: 0.1514564902, output_fired_time: 0.0000000000, propagate_forward_time: 11.6206722260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5352687836
validation[          , genome  7051] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       843.31311, best error:       795.49506 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 153.4570312500s, input_fired_time: 1.3707394600, output_fired_time: 0.8510706425, propagate_forward_time: 57.9063262939, propagate_backward_time: 85.6096801758, weight_update_time: 0.1546395272, other_time: 7.7192077637
epoch time: 13.2997531891s, input_fired_time: 0.1498615295, output_fired_time: 0.0000000000, propagate_forward_time: 11.6578178406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4920740128
validation[          , genome  7051] predictions:    9694/  10000 (96.94%), best:    9770/10000 (97.70%), error:       933.63818, best error:       795.49506 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 153.3296203613s, input_fired_time: 1.3715960979, output_fired_time: 0.8599869013, propagate_forward_time: 58.1135711670, propagate_backward_time: 85.2742080688, weight_update_time: 0.1550991684, other_time: 7.7102584839
epoch time: 13.1148309708s, input_fired_time: 0.1494342834, output_fired_time: 0.0000000000, propagate_forward_time: 11.5008955002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4645013809
validation[          , genome  7051] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       847.44080, best error:       795.49506 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 152.4181365967s, input_fired_time: 1.3686829805, output_fired_time: 0.8656257391, propagate_forward_time: 57.8120002747, propagate_backward_time: 84.7666473389, weight_update_time: 0.1518175155, other_time: 7.6051788330
epoch time: 13.1812763214s, input_fired_time: 0.1506032348, output_fired_time: 0.0000000000, propagate_forward_time: 11.4951763153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5354967117
validation[          , genome  7051] predictions:    9692/  10000 (96.92%), best:    9770/10000 (97.70%), error:      1016.84442, best error:       795.49506 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 152.1346130371s, input_fired_time: 1.3590003252, output_fired_time: 0.8576158285, propagate_forward_time: 57.5652961731, propagate_backward_time: 84.6544418335, weight_update_time: 0.1510784030, other_time: 7.6982650757
epoch time: 13.0233497620s, input_fired_time: 0.1504720896, output_fired_time: 0.0000000000, propagate_forward_time: 11.4154891968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4573888779
validation[          , genome  7051] predictions:    9684/  10000 (96.84%), best:    9770/10000 (97.70%), error:      1045.16162, best error:       795.49506 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 152.3041839600s, input_fired_time: 1.3939386606, output_fired_time: 0.8660696745, propagate_forward_time: 57.3087730408, propagate_backward_time: 85.1077880859, weight_update_time: 0.1509371400, other_time: 7.6276092529
epoch time: 13.1744136810s, input_fired_time: 0.1505543888, output_fired_time: 0.0000000000, propagate_forward_time: 11.5546741486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4691848755
validation[          , genome  7051] predictions:    9738/  10000 (97.38%), best:    9770/10000 (97.70%), error:       868.13837, best error:       795.49506 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 153.3133697510s, input_fired_time: 1.3640531301, output_fired_time: 0.8572694063, propagate_forward_time: 58.0340232849, propagate_backward_time: 85.3422088623, weight_update_time: 0.1505419612, other_time: 7.7158050537
epoch time: 13.4050054550s, input_fired_time: 0.1517522782, output_fired_time: 0.0000000000, propagate_forward_time: 11.7380638123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5151891708
validation[          , genome  7051] predictions:    9734/  10000 (97.34%), best:    9770/10000 (97.70%), error:       914.91290, best error:       795.49506 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 153.1823577881s, input_fired_time: 1.3461807966, output_fired_time: 0.8776990175, propagate_forward_time: 58.0391693115, propagate_backward_time: 85.2712936401, weight_update_time: 0.1596062779, other_time: 7.6480178833
epoch time: 13.4604740143s, input_fired_time: 0.1680502594, output_fired_time: 0.0000000000, propagate_forward_time: 11.7096290588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5827951431
validation[          , genome  7051] predictions:    9708/  10000 (97.08%), best:    9770/10000 (97.70%), error:       945.58221, best error:       795.49506 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 152.4194030762s, input_fired_time: 1.4017063379, output_fired_time: 0.8476471305, propagate_forward_time: 57.5541763306, propagate_backward_time: 84.9413070679, weight_update_time: 0.1736012697, other_time: 7.6745758057
epoch time: 13.1732730865s, input_fired_time: 0.1507864594, output_fired_time: 0.0000000000, propagate_forward_time: 11.5173854828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5051012039
validation[          , genome  7051] predictions:    9720/  10000 (97.20%), best:    9770/10000 (97.70%), error:       889.60425, best error:       795.49506 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 152.9670257568s, input_fired_time: 1.3995990753, output_fired_time: 0.8629412651, propagate_forward_time: 57.7655143738, propagate_backward_time: 85.2688751221, weight_update_time: 0.1768849194, other_time: 7.6700897217
epoch time: 13.1286220551s, input_fired_time: 0.1497591287, output_fired_time: 0.0000000000, propagate_forward_time: 11.5089282990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4699344635
validation[          , genome  7051] predictions:    9722/  10000 (97.22%), best:    9770/10000 (97.70%), error:       926.80585, best error:       795.49506 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 152.2112274170s, input_fired_time: 1.3581731319, output_fired_time: 0.8529434204, propagate_forward_time: 57.2781524658, propagate_backward_time: 85.1089706421, weight_update_time: 0.1514018029, other_time: 7.6129989624
epoch time: 13.2767915726s, input_fired_time: 0.1533139199, output_fired_time: 0.0000000000, propagate_forward_time: 11.6604394913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4630384445
validation[          , genome  7051] predictions:    9753/  10000 (97.53%), best:    9770/10000 (97.70%), error:       825.99164, best error:       795.49506 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 153.2234039307s, input_fired_time: 1.3518736362, output_fired_time: 0.8518639803, propagate_forward_time: 58.3326034546, propagate_backward_time: 84.9190368652, weight_update_time: 0.1505061537, other_time: 7.7680282593
epoch time: 13.1982841492s, input_fired_time: 0.1537934244, output_fired_time: 0.0000000000, propagate_forward_time: 11.5732564926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4712343216
validation[          , genome  7051] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       789.70453, best error:       789.70453 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 152.6152496338s, input_fired_time: 1.3685857058, output_fired_time: 0.8935527802, propagate_forward_time: 57.5961074829, propagate_backward_time: 85.1160354614, weight_update_time: 0.1517121494, other_time: 7.6409606934
epoch time: 13.2489681244s, input_fired_time: 0.1507058293, output_fired_time: 0.0000000000, propagate_forward_time: 11.6237058640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4745559692
validation[          , genome  7051] predictions:    9729/  10000 (97.29%), best:    9765/10000 (97.65%), error:       902.19769, best error:       789.70453 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 152.6279754639s, input_fired_time: 1.3563317060, output_fired_time: 0.8610733747, propagate_forward_time: 57.6464080811, propagate_backward_time: 85.1069717407, weight_update_time: 0.1504433900, other_time: 7.6571884155
epoch time: 13.3861274719s, input_fired_time: 0.1603990644, output_fired_time: 0.0000000000, propagate_forward_time: 11.6082458496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6174821854
validation[          , genome  7051] predictions:    9742/  10000 (97.42%), best:    9765/10000 (97.65%), error:       856.21393, best error:       789.70453 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 152.6488342285s, input_fired_time: 1.3901703358, output_fired_time: 0.8538988233, propagate_forward_time: 57.6076087952, propagate_backward_time: 85.1326217651, weight_update_time: 0.1595148146, other_time: 7.6645431519
epoch time: 13.3522710800s, input_fired_time: 0.1589771658, output_fired_time: 0.0000000000, propagate_forward_time: 11.6863698959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5069236755
validation[          , genome  7051] predictions:    9674/  10000 (96.74%), best:    9765/10000 (97.65%), error:      1004.86261, best error:       789.70453 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 153.8897247314s, input_fired_time: 1.4258480072, output_fired_time: 0.8573677540, propagate_forward_time: 58.2529830933, propagate_backward_time: 85.6408233643, weight_update_time: 0.1590847224, other_time: 7.7127151489
epoch time: 13.1419782639s, input_fired_time: 0.1535372436, output_fired_time: 0.0000000000, propagate_forward_time: 11.5310382843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4574031830
validation[          , genome  7051] predictions:    9734/  10000 (97.34%), best:    9765/10000 (97.65%), error:       935.28796, best error:       789.70453 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 152.7889862061s, input_fired_time: 1.3717131615, output_fired_time: 0.8535034657, propagate_forward_time: 58.2177276611, propagate_backward_time: 84.5471191406, weight_update_time: 0.1589554697, other_time: 7.7989196777
epoch time: 13.3643140793s, input_fired_time: 0.1558166891, output_fired_time: 0.0000000000, propagate_forward_time: 11.7140369415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4944601059
validation[          , genome  7051] predictions:    9745/  10000 (97.45%), best:    9765/10000 (97.65%), error:       840.86176, best error:       789.70453 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 152.5075378418s, input_fired_time: 1.3656090498, output_fired_time: 0.8548501730, propagate_forward_time: 57.7367057800, propagate_backward_time: 84.8604965210, weight_update_time: 0.1548886597, other_time: 7.6898727417
epoch time: 13.2622365952s, input_fired_time: 0.2034526616, output_fired_time: 0.0000000000, propagate_forward_time: 11.5867614746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4720220566
validation[          , genome  7051] predictions:    9718/  10000 (97.18%), best:    9765/10000 (97.65%), error:       865.96649, best error:       789.70453 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 152.6262512207s, input_fired_time: 1.4517205954, output_fired_time: 0.8604171276, propagate_forward_time: 57.6868095398, propagate_backward_time: 84.9476699829, weight_update_time: 0.1508955657, other_time: 7.6796340942
epoch time: 13.0577974319s, input_fired_time: 0.1545767933, output_fired_time: 0.0000000000, propagate_forward_time: 11.4386987686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4645214081
validation[          , genome  7051] predictions:    9699/  10000 (96.99%), best:    9765/10000 (97.65%), error:       979.29016, best error:       789.70453 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 152.4704284668s, input_fired_time: 1.3768970966, output_fired_time: 0.8681541681, propagate_forward_time: 57.7404022217, propagate_backward_time: 84.8504486084, weight_update_time: 0.1515495330, other_time: 7.6345367432
epoch time: 13.2293853760s, input_fired_time: 0.1510488242, output_fired_time: 0.0000000000, propagate_forward_time: 11.5860776901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4922590256
validation[          , genome  7051] predictions:    9665/  10000 (96.65%), best:    9765/10000 (97.65%), error:      1046.69812, best error:       789.70453 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 152.7008972168s, input_fired_time: 1.3725879192, output_fired_time: 0.8657662272, propagate_forward_time: 57.5066452026, propagate_backward_time: 85.2779846191, weight_update_time: 0.1505627632, other_time: 7.6779098511
epoch time: 13.3773279190s, input_fired_time: 0.1533529907, output_fired_time: 0.0000000000, propagate_forward_time: 11.7000398636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5239353180
validation[          , genome  7051] predictions:    9701/  10000 (97.01%), best:    9765/10000 (97.65%), error:       920.36511, best error:       789.70453 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 152.9455718994s, input_fired_time: 1.3618720770, output_fired_time: 0.8613328934, propagate_forward_time: 57.7480850220, propagate_backward_time: 85.2716217041, weight_update_time: 0.1509923190, other_time: 7.7026596069
epoch time: 13.1873073578s, input_fired_time: 0.1543224156, output_fired_time: 0.0000000000, propagate_forward_time: 11.5690088272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4639759064
validation[          , genome  7051] predictions:    9731/  10000 (97.31%), best:    9765/10000 (97.65%), error:       882.53394, best error:       789.70453 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 153.5672760010s, input_fired_time: 1.3702172041, output_fired_time: 0.8571704030, propagate_forward_time: 58.3217773438, propagate_backward_time: 85.3772583008, weight_update_time: 0.1542179585, other_time: 7.6408386230
epoch time: 13.3900775909s, input_fired_time: 0.1529964656, output_fired_time: 0.0000000000, propagate_forward_time: 11.7588081360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4782733917
validation[          , genome  7051] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       860.68903, best error:       789.70453 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 153.0563964844s, input_fired_time: 1.3652043343, output_fired_time: 0.8719511032, propagate_forward_time: 57.9843406677, propagate_backward_time: 85.2024383545, weight_update_time: 0.1511260122, other_time: 7.6324615479
epoch time: 13.2258720398s, input_fired_time: 0.1530148536, output_fired_time: 0.0000000000, propagate_forward_time: 11.5667495728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5061073303
validation[          , genome  7051] predictions:    9702/  10000 (97.02%), best:    9765/10000 (97.65%), error:       961.76355, best error:       789.70453 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 152.9244689941s, input_fired_time: 1.3822507858, output_fired_time: 0.9031988978, propagate_forward_time: 57.6446189880, propagate_backward_time: 85.2776184082, weight_update_time: 0.1514231414, other_time: 7.7167816162
epoch time: 13.1956291199s, input_fired_time: 0.1541271955, output_fired_time: 0.0000000000, propagate_forward_time: 11.5504627228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4910392761
validation[          , genome  7051] predictions:    9698/  10000 (96.98%), best:    9765/10000 (97.65%), error:       999.69519, best error:       789.70453 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 153.2775878906s, input_fired_time: 1.4246841669, output_fired_time: 0.8575886488, propagate_forward_time: 57.8741531372, propagate_backward_time: 85.4418716431, weight_update_time: 0.1516239345, other_time: 7.6792907715
epoch time: 13.2474279404s, input_fired_time: 0.1505675465, output_fired_time: 0.0000000000, propagate_forward_time: 11.5446414948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5522184372
validation[          , genome  7051] predictions:    9693/  10000 (96.93%), best:    9765/10000 (97.65%), error:      1027.13867, best error:       789.70453 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 152.7431030273s, input_fired_time: 1.3773863316, output_fired_time: 0.8727819920, propagate_forward_time: 57.6552925110, propagate_backward_time: 85.1166763306, weight_update_time: 0.1518573612, other_time: 7.7209701538
epoch time: 13.1049423218s, input_fired_time: 0.1539680064, output_fired_time: 0.0000000000, propagate_forward_time: 11.4906415939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4603328705
validation[          , genome  7051] predictions:    9730/  10000 (97.30%), best:    9765/10000 (97.65%), error:       873.18396, best error:       789.70453 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 152.7890472412s, input_fired_time: 1.4160128832, output_fired_time: 0.8616530299, propagate_forward_time: 57.7800445557, propagate_backward_time: 85.0792465210, weight_update_time: 0.1510026902, other_time: 7.6520919800
epoch time: 13.2736892700s, input_fired_time: 0.1630940437, output_fired_time: 0.0000000000, propagate_forward_time: 11.5835857391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5270099640
validation[          , genome  7051] predictions:    9715/  10000 (97.15%), best:    9765/10000 (97.65%), error:       876.18085, best error:       789.70453 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 152.6413574219s, input_fired_time: 1.3812490702, output_fired_time: 0.8652794361, propagate_forward_time: 58.0462455750, propagate_backward_time: 84.6198501587, weight_update_time: 0.1508715153, other_time: 7.7287216187
epoch time: 13.1748552322s, input_fired_time: 0.1531653106, output_fired_time: 0.0000000000, propagate_forward_time: 11.5590848923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4626054764
validation[          , genome  7051] predictions:    9721/  10000 (97.21%), best:    9765/10000 (97.65%), error:       901.09930, best error:       789.70453 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 153.3308258057s, input_fired_time: 1.3740886450, output_fired_time: 0.8655319810, propagate_forward_time: 58.0076446533, propagate_backward_time: 85.3470077515, weight_update_time: 0.1591344476, other_time: 7.7365493774
epoch time: 13.1924495697s, input_fired_time: 0.1526228786, output_fired_time: 0.0000000000, propagate_forward_time: 11.5469465256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4928798676
validation[          , genome  7051] predictions:    9641/  10000 (96.41%), best:    9765/10000 (97.65%), error:      1168.88428, best error:       789.70453 on epoch:    82, 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: 66.1574707031s, input_fired_time: 0.7734896541, output_fired_time: 0.0000000000, propagate_forward_time: 57.8563270569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5276527405
best training[          , genome  7051] predictions:   49600/  50000 (99.20%), best:    9765/10000 (97.65%), error:      1638.03333, best error:       789.70453 on epoch:    82, 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: 13.4431276321s, input_fired_time: 0.1526312381, output_fired_time: 0.0000000000, propagate_forward_time: 11.6868944168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6036024094
   testing[          , genome  7051] predictions:    9771/  10000 (97.71%), best:    9765/10000 (97.65%), error:       760.67419, best error:       789.70453 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:21:38 (30304): called boinc_finish(0)

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