Nameexact_genome_1512568488_44_6001_0
Workunit2601289
Created7 Dec 2017, 17:26:19 UTC
Sent7 Dec 2017, 17:36:19 UTC
Report deadline17 Dec 2017, 11:09:15 UTC
Received8 Dec 2017, 15:23:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time4 hours 42 min 26 sec
CPU time4 hours 42 min 3 sec
Validate stateValid
Credit2,432.80
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.94 MB
Peak swap size153.09 MB
Peak disk usage1.19 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
11, weight_update_time: 0.1441679299, other_time: 3.0915832520
epoch time: 12.6094274521s, input_fired_time: 0.1826454848, output_fired_time: 0.0000000000, propagate_forward_time: 11.8646354675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621461868
validation[          , genome  6001] predictions:    9684/  10000 (96.84%), best:    9720/10000 (97.20%), error:       992.02026, best error:       961.35022 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 152.4112854004s, input_fired_time: 1.5558609962, output_fired_time: 1.1220444441, propagate_forward_time: 57.8805656433, propagate_backward_time: 88.7245101929, weight_update_time: 0.1474494934, other_time: 3.1283035278
epoch time: 12.6261663437s, input_fired_time: 0.1821019650, output_fired_time: 0.0000000000, propagate_forward_time: 11.8799362183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5641279221
validation[          , genome  6001] predictions:    9700/  10000 (97.00%), best:    9720/10000 (97.20%), error:      1013.19250, best error:       961.35022 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 153.0513153076s, input_fired_time: 1.5612217188, output_fired_time: 1.1206855774, propagate_forward_time: 58.1069984436, propagate_backward_time: 89.1448135376, weight_update_time: 0.1468972117, other_time: 3.1176071167
epoch time: 12.6510896683s, input_fired_time: 0.1839687824, output_fired_time: 0.0000000000, propagate_forward_time: 11.8994750977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5676460266
validation[          , genome  6001] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       949.96680, best error:       949.96680 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 153.3587036133s, input_fired_time: 1.5585945845, output_fired_time: 1.1241275072, propagate_forward_time: 58.2554740906, propagate_backward_time: 89.2790908813, weight_update_time: 0.1471443474, other_time: 3.1414108276
epoch time: 12.3104877472s, input_fired_time: 0.1816674918, output_fired_time: 0.0000000000, propagate_forward_time: 11.5799674988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488529205
validation[          , genome  6001] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       934.50519, best error:       934.50519 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 156.1744232178s, input_fired_time: 1.5810931921, output_fired_time: 1.1443237066, propagate_forward_time: 59.3827514648, propagate_backward_time: 90.9174804688, weight_update_time: 0.1490801871, other_time: 3.1487731934
epoch time: 12.6379470825s, input_fired_time: 0.1856414080, output_fired_time: 0.0000000000, propagate_forward_time: 11.8932981491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590076447
validation[          , genome  6001] predictions:    9703/  10000 (97.03%), best:    9717/10000 (97.17%), error:       967.62476, best error:       934.50519 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 154.8204956055s, input_fired_time: 1.5753706694, output_fired_time: 1.1337361336, propagate_forward_time: 58.8872489929, propagate_backward_time: 90.0734176636, weight_update_time: 0.1475683600, other_time: 3.1507186890
epoch time: 12.1860980988s, input_fired_time: 0.1770878881, output_fired_time: 0.0000000000, propagate_forward_time: 11.4574394226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515708923
validation[          , genome  6001] predictions:    9677/  10000 (96.77%), best:    9717/10000 (97.17%), error:      1033.11365, best error:       934.50519 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 153.2460632324s, input_fired_time: 1.5615417957, output_fired_time: 1.1253919601, propagate_forward_time: 58.2378540039, propagate_backward_time: 89.2372589111, weight_update_time: 0.1458199918, other_time: 3.0840148926
epoch time: 12.6403856277s, input_fired_time: 0.1823872179, output_fired_time: 0.0000000000, propagate_forward_time: 11.9014930725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5565052032
validation[          , genome  6001] predictions:    9712/  10000 (97.12%), best:    9717/10000 (97.17%), error:       937.10510, best error:       934.50519 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 154.9337768555s, input_fired_time: 1.5735207796, output_fired_time: 1.1310129166, propagate_forward_time: 58.8529548645, propagate_backward_time: 90.2585678101, weight_update_time: 0.1473695785, other_time: 3.1177291870
epoch time: 12.6014680862s, input_fired_time: 0.1832223535, output_fired_time: 0.0000000000, propagate_forward_time: 11.8625459671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5556993484
validation[          , genome  6001] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       905.78455, best error:       905.78455 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 155.9186401367s, input_fired_time: 1.5733070374, output_fired_time: 1.1436003447, propagate_forward_time: 59.1364059448, propagate_backward_time: 90.9701766968, weight_update_time: 0.1468071640, other_time: 3.0951538086
epoch time: 12.1965103149s, input_fired_time: 0.1777048856, output_fired_time: 0.0000000000, propagate_forward_time: 11.4692897797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495157242
validation[          , genome  6001] predictions:    9710/  10000 (97.10%), best:    9750/10000 (97.50%), error:       935.18347, best error:       905.78455 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 153.0449829102s, input_fired_time: 1.5610187054, output_fired_time: 1.1213443279, propagate_forward_time: 58.2456245422, propagate_backward_time: 89.0129165649, weight_update_time: 0.1461416781, other_time: 3.1040878296
epoch time: 10.7244701385s, input_fired_time: 0.1654361933, output_fired_time: 0.0000000000, propagate_forward_time: 10.0433692932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156650543
validation[          , genome  6001] predictions:    9709/  10000 (97.09%), best:    9750/10000 (97.50%), error:       946.65491, best error:       905.78455 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 153.5885772705s, input_fired_time: 1.5651110411, output_fired_time: 1.1338392496, propagate_forward_time: 58.3117713928, propagate_backward_time: 89.4718246460, weight_update_time: 0.1463077068, other_time: 3.1060409546
epoch time: 12.6070966721s, input_fired_time: 0.1816396266, output_fired_time: 0.0000000000, propagate_forward_time: 11.8678655624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5575914383
validation[          , genome  6001] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       860.94391, best error:       860.94391 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 155.6745910645s, input_fired_time: 1.5753678083, output_fired_time: 1.1352721453, propagate_forward_time: 59.1171798706, propagate_backward_time: 90.7098999023, weight_update_time: 0.1487930119, other_time: 3.1368789673
epoch time: 10.7059278488s, input_fired_time: 0.1663834155, output_fired_time: 0.0000000000, propagate_forward_time: 10.0195617676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199823380
validation[          , genome  6001] predictions:    9730/  10000 (97.30%), best:    9745/10000 (97.45%), error:       890.28430, best error:       860.94391 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 149.2944335938s, input_fired_time: 1.5481752157, output_fired_time: 1.0984222889, propagate_forward_time: 56.7175292969, propagate_backward_time: 86.8963928223, weight_update_time: 0.1435149908, other_time: 3.0339202881
epoch time: 12.5882902145s, input_fired_time: 0.1823382080, output_fired_time: 0.0000000000, propagate_forward_time: 11.8561944962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497579575
validation[          , genome  6001] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       842.45361, best error:       842.45361 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 152.0477600098s, input_fired_time: 1.5527635813, output_fired_time: 1.1077753305, propagate_forward_time: 57.8305892944, propagate_backward_time: 88.5248184204, weight_update_time: 0.1440704167, other_time: 3.0318145752
epoch time: 12.5969181061s, input_fired_time: 0.1814856976, output_fired_time: 0.0000000000, propagate_forward_time: 11.8663177490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491142273
validation[          , genome  6001] predictions:    9633/  10000 (96.33%), best:    9733/10000 (97.33%), error:      1107.47229, best error:       842.45361 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 155.2899932861s, input_fired_time: 1.5734518766, output_fired_time: 1.1291942596, propagate_forward_time: 59.0717201233, propagate_backward_time: 90.4689331055, weight_update_time: 0.1466761678, other_time: 3.0466918945
epoch time: 12.6108217239s, input_fired_time: 0.1834670305, output_fired_time: 0.0000000000, propagate_forward_time: 11.8798303604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475244522
validation[          , genome  6001] predictions:    9720/  10000 (97.20%), best:    9733/10000 (97.33%), error:       936.80267, best error:       842.45361 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 155.0326080322s, input_fired_time: 1.5703103542, output_fired_time: 1.1286077499, propagate_forward_time: 59.0138359070, propagate_backward_time: 90.2716445923, weight_update_time: 0.1464471221, other_time: 3.0482101440
epoch time: 12.6222085953s, input_fired_time: 0.1831315756, output_fired_time: 0.0000000000, propagate_forward_time: 11.8923778534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466995239
validation[          , genome  6001] predictions:    9750/  10000 (97.50%), best:    9733/10000 (97.33%), error:       857.64752, best error:       842.45361 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 154.3946685791s, input_fired_time: 1.5724312067, output_fired_time: 1.1317557096, propagate_forward_time: 58.6822700500, propagate_backward_time: 89.9631271362, weight_update_time: 0.1465199888, other_time: 3.0450820923
epoch time: 12.3404064178s, input_fired_time: 0.1784991771, output_fired_time: 0.0000000000, propagate_forward_time: 11.6197862625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421209335
validation[          , genome  6001] predictions:    9707/  10000 (97.07%), best:    9733/10000 (97.33%), error:       960.64069, best error:       842.45361 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 154.6958618164s, input_fired_time: 1.5747849941, output_fired_time: 1.1356124878, propagate_forward_time: 58.7780151367, propagate_backward_time: 90.1718521118, weight_update_time: 0.1459248066, other_time: 3.0356063843
epoch time: 12.5751571655s, input_fired_time: 0.1840535700, output_fired_time: 0.0000000000, propagate_forward_time: 11.8525142670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385894775
validation[          , genome  6001] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       803.58838, best error:       803.58838 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 155.4023742676s, input_fired_time: 1.5793623924, output_fired_time: 1.1330939531, propagate_forward_time: 59.0459060669, propagate_backward_time: 90.5785369873, weight_update_time: 0.1478049457, other_time: 3.0654830933
epoch time: 12.6151084900s, input_fired_time: 0.1856157035, output_fired_time: 0.0000000000, propagate_forward_time: 11.8774890900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520038605
validation[          , genome  6001] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       905.42810, best error:       803.58838 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 154.9232177734s, input_fired_time: 1.5784057379, output_fired_time: 1.1305238008, propagate_forward_time: 58.9184570312, propagate_backward_time: 90.2201461792, weight_update_time: 0.1484774500, other_time: 3.0756912231
epoch time: 12.6099376678s, input_fired_time: 0.1831712574, output_fired_time: 0.0000000000, propagate_forward_time: 11.8731575012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5536088943
validation[          , genome  6001] predictions:    9742/  10000 (97.42%), best:    9761/10000 (97.61%), error:       852.76312, best error:       803.58838 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 155.4240570068s, input_fired_time: 1.5762971640, output_fired_time: 1.1444345713, propagate_forward_time: 59.0194206238, propagate_backward_time: 90.6195602417, weight_update_time: 0.1482347399, other_time: 3.0643386841
epoch time: 12.5770883560s, input_fired_time: 0.1800830364, output_fired_time: 0.0000000000, propagate_forward_time: 11.8495941162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474109650
validation[          , genome  6001] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       801.14386, best error:       801.14386 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 155.8044433594s, input_fired_time: 1.5755369663, output_fired_time: 1.1368082762, propagate_forward_time: 59.1985626221, propagate_backward_time: 90.8389434814, weight_update_time: 0.1473220885, other_time: 3.0545959473
epoch time: 12.5780696869s, input_fired_time: 0.1836285293, output_fired_time: 0.0000000000, propagate_forward_time: 11.8474683762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469732285
validation[          , genome  6001] predictions:    9716/  10000 (97.16%), best:    9751/10000 (97.51%), error:       929.17590, best error:       801.14386 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 155.1195678711s, input_fired_time: 1.5762327909, output_fired_time: 1.1322537661, propagate_forward_time: 58.9324569702, propagate_backward_time: 90.4436187744, weight_update_time: 0.1477800161, other_time: 3.0350112915
epoch time: 12.5894870758s, input_fired_time: 0.1827159077, output_fired_time: 0.0000000000, propagate_forward_time: 11.8591794968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475912094
validation[          , genome  6001] predictions:    9671/  10000 (96.71%), best:    9751/10000 (97.51%), error:      1031.46716, best error:       801.14386 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 156.2204132080s, input_fired_time: 1.5843684673, output_fired_time: 1.1425986290, propagate_forward_time: 59.3163299561, propagate_backward_time: 91.1421051025, weight_update_time: 0.1475217491, other_time: 3.0350189209
epoch time: 12.5927801132s, input_fired_time: 0.1884044409, output_fired_time: 0.0000000000, propagate_forward_time: 11.8498182297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545578003
validation[          , genome  6001] predictions:    9718/  10000 (97.18%), best:    9751/10000 (97.51%), error:       900.59045, best error:       801.14386 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 156.7369995117s, input_fired_time: 1.5887705088, output_fired_time: 1.1407132149, propagate_forward_time: 59.5040702820, propagate_backward_time: 91.4497528076, weight_update_time: 0.1484338641, other_time: 3.0536804199
epoch time: 12.0141582489s, input_fired_time: 0.1835686117, output_fired_time: 0.0000000000, propagate_forward_time: 11.2879734039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426158905
validation[          , genome  6001] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       800.24951, best error:       800.24951 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 156.0538330078s, input_fired_time: 1.5810911655, output_fired_time: 1.1389858723, propagate_forward_time: 59.3181381226, propagate_backward_time: 90.9643783569, weight_update_time: 0.1475302130, other_time: 3.0512390137
epoch time: 12.5873785019s, input_fired_time: 0.1847420782, output_fired_time: 0.0000000000, propagate_forward_time: 11.8605890274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420475006
validation[          , genome  6001] predictions:    9733/  10000 (97.33%), best:    9763/10000 (97.63%), error:       883.43884, best error:       800.24951 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 155.9506683350s, input_fired_time: 1.5840828419, output_fired_time: 1.1298314333, propagate_forward_time: 59.3288269043, propagate_backward_time: 90.8258590698, weight_update_time: 0.1487910300, other_time: 3.0820693970
epoch time: 12.7127285004s, input_fired_time: 0.1848962456, output_fired_time: 0.0000000000, propagate_forward_time: 11.9750204086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528116226
validation[          , genome  6001] predictions:    9762/  10000 (97.62%), best:    9763/10000 (97.63%), error:       826.73944, best error:       800.24951 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 155.9706268311s, input_fired_time: 1.5849056244, output_fired_time: 1.1300717592, propagate_forward_time: 59.2626609802, propagate_backward_time: 90.8991775513, weight_update_time: 0.1483615488, other_time: 3.0938186646
epoch time: 12.6194372177s, input_fired_time: 0.1869343966, output_fired_time: 0.0000000000, propagate_forward_time: 11.8824758530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500268936
validation[          , genome  6001] predictions:    9727/  10000 (97.27%), best:    9763/10000 (97.63%), error:       974.44904, best error:       800.24951 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 155.9585418701s, input_fired_time: 1.5896759033, output_fired_time: 1.1341358423, propagate_forward_time: 59.2619056702, propagate_backward_time: 90.9114532471, weight_update_time: 0.1481605619, other_time: 3.0613708496
epoch time: 12.7967548370s, input_fired_time: 0.1868322641, output_fired_time: 0.0000000000, propagate_forward_time: 12.0596485138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502738953
validation[          , genome  6001] predictions:    9728/  10000 (97.28%), best:    9763/10000 (97.63%), error:       891.12897, best error:       800.24951 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 156.0504913330s, input_fired_time: 1.5902882814, output_fired_time: 1.1379697323, propagate_forward_time: 59.3248481750, propagate_backward_time: 90.9415740967, weight_update_time: 0.1465290785, other_time: 3.0558166504
epoch time: 12.1902503967s, input_fired_time: 0.1821540296, output_fired_time: 0.0000000000, propagate_forward_time: 11.4689979553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390987396
validation[          , genome  6001] predictions:    9747/  10000 (97.47%), best:    9763/10000 (97.63%), error:       831.49371, best error:       800.24951 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 155.8841094971s, input_fired_time: 1.5836203098, output_fired_time: 1.1338557005, propagate_forward_time: 59.3024826050, propagate_backward_time: 90.7982635498, weight_update_time: 0.1468680352, other_time: 3.0658950806
epoch time: 12.6010179520s, input_fired_time: 0.1840329170, output_fired_time: 0.0000000000, propagate_forward_time: 11.8693962097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475883484
validation[          , genome  6001] predictions:    9765/  10000 (97.65%), best:    9763/10000 (97.63%), error:       803.29016, best error:       800.24951 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 156.3691101074s, input_fired_time: 1.6011960506, output_fired_time: 1.1384316683, propagate_forward_time: 59.4585800171, propagate_backward_time: 91.0934677124, weight_update_time: 0.1476001889, other_time: 3.0774383545
epoch time: 12.5674285889s, input_fired_time: 0.1844280660, output_fired_time: 0.0000000000, propagate_forward_time: 11.8411216736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418787003
validation[          , genome  6001] predictions:    9704/  10000 (97.04%), best:    9763/10000 (97.63%), error:      1035.58203, best error:       800.24951 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 156.1557159424s, input_fired_time: 1.5941162109, output_fired_time: 1.1372908354, propagate_forward_time: 59.3057746887, propagate_backward_time: 91.0487976074, weight_update_time: 0.1474673748, other_time: 3.0697479248
epoch time: 12.5014009476s, input_fired_time: 0.1846726239, output_fired_time: 0.0000000000, propagate_forward_time: 11.7759761810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407524109
validation[          , genome  6001] predictions:    9717/  10000 (97.17%), best:    9763/10000 (97.63%), error:       892.75403, best error:       800.24951 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 156.4319915771s, input_fired_time: 1.6006838083, output_fired_time: 1.1328514814, propagate_forward_time: 59.5207519531, propagate_backward_time: 91.0877304077, weight_update_time: 0.1471334249, other_time: 3.0899734497
epoch time: 12.5909891129s, input_fired_time: 0.1845173985, output_fired_time: 0.0000000000, propagate_forward_time: 11.8572721481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491991043
validation[          , genome  6001] predictions:    9736/  10000 (97.36%), best:    9763/10000 (97.63%), error:       862.74872, best error:       800.24951 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 156.6929168701s, input_fired_time: 1.6050819159, output_fired_time: 1.1393846273, propagate_forward_time: 59.5694046021, propagate_backward_time: 91.3008956909, weight_update_time: 0.1478714645, other_time: 3.0781402588
epoch time: 12.5945701599s, input_fired_time: 0.1832851171, output_fired_time: 0.0000000000, propagate_forward_time: 11.8586454391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526399612
validation[          , genome  6001] predictions:    9754/  10000 (97.54%), best:    9763/10000 (97.63%), error:       802.86169, best error:       800.24951 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 157.1381378174s, input_fired_time: 1.6214085817, output_fired_time: 1.1477783918, propagate_forward_time: 59.6931343079, propagate_backward_time: 91.5651397705, weight_update_time: 0.1481281519, other_time: 3.1106719971
epoch time: 12.7093791962s, input_fired_time: 0.1897269487, output_fired_time: 0.0000000000, propagate_forward_time: 11.9711532593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484991074
validation[          , genome  6001] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       716.60364, best error:       716.60364 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 154.3524780273s, input_fired_time: 1.5785990953, output_fired_time: 1.1181228161, propagate_forward_time: 58.7170639038, propagate_backward_time: 89.9028244019, weight_update_time: 0.1452785879, other_time: 3.0358734131
epoch time: 12.6822881699s, input_fired_time: 0.1869537830, output_fired_time: 0.0000000000, propagate_forward_time: 11.9360723495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5592622757
validation[          , genome  6001] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       791.42407, best error:       716.60364 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 155.8522796631s, input_fired_time: 1.5943351984, output_fired_time: 1.1453304291, propagate_forward_time: 59.0998840332, propagate_backward_time: 90.9608383179, weight_update_time: 0.1480828673, other_time: 3.0519027710
epoch time: 12.6168422699s, input_fired_time: 0.1845716536, output_fired_time: 0.0000000000, propagate_forward_time: 11.8848657608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474052429
validation[          , genome  6001] predictions:    9725/  10000 (97.25%), best:    9783/10000 (97.83%), error:       859.44427, best error:       716.60364 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 156.2600402832s, input_fired_time: 1.5906702280, output_fired_time: 1.1348280907, propagate_forward_time: 59.3576316833, propagate_backward_time: 91.1221237183, weight_update_time: 0.1492407471, other_time: 3.0547866821
epoch time: 12.5813789368s, input_fired_time: 0.1841834038, output_fired_time: 0.0000000000, propagate_forward_time: 11.8618679047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353279114
validation[          , genome  6001] predictions:    9759/  10000 (97.59%), best:    9783/10000 (97.83%), error:       831.95221, best error:       716.60364 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 150.1166992188s, input_fired_time: 1.5605312586, output_fired_time: 1.0939145088, propagate_forward_time: 57.1173248291, propagate_backward_time: 87.3492965698, weight_update_time: 0.1425260305, other_time: 2.9956283569
epoch time: 12.4504299164s, input_fired_time: 0.1833707392, output_fired_time: 0.0000000000, propagate_forward_time: 11.7334814072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335779190
validation[          , genome  6001] predictions:    9716/  10000 (97.16%), best:    9783/10000 (97.83%), error:       864.53168, best error:       716.60364 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 155.7623901367s, input_fired_time: 1.5946161747, output_fired_time: 1.1391056776, propagate_forward_time: 59.1382637024, propagate_backward_time: 90.8533554077, weight_update_time: 0.1472592801, other_time: 3.0370559692
epoch time: 12.6023445129s, input_fired_time: 0.1849074811, output_fired_time: 0.0000000000, propagate_forward_time: 11.8664455414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509910583
validation[          , genome  6001] predictions:    9737/  10000 (97.37%), best:    9783/10000 (97.83%), error:       918.87299, best error:       716.60364 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 155.2527465820s, input_fired_time: 1.5934551954, output_fired_time: 1.1379439831, propagate_forward_time: 58.9799270630, propagate_backward_time: 90.4904098511, weight_update_time: 0.1460777819, other_time: 3.0510101318
epoch time: 12.6095075607s, input_fired_time: 0.1857205629, output_fired_time: 0.0000000000, propagate_forward_time: 11.8821296692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416574478
validation[          , genome  6001] predictions:    9788/  10000 (97.88%), best:    9783/10000 (97.83%), error:       739.62738, best error:       716.60364 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 155.9370269775s, input_fired_time: 1.6012512445, output_fired_time: 1.1445454359, propagate_forward_time: 59.1430015564, propagate_backward_time: 91.0015029907, weight_update_time: 0.1483579129, other_time: 3.0467147827
epoch time: 12.5509586334s, input_fired_time: 0.1861916631, output_fired_time: 0.0000000000, propagate_forward_time: 11.8237104416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410566330
validation[          , genome  6001] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       823.44946, best error:       716.60364 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 155.6769714355s, input_fired_time: 1.5949232578, output_fired_time: 1.1331812143, propagate_forward_time: 59.1934585571, propagate_backward_time: 90.7316818237, weight_update_time: 0.1463180333, other_time: 3.0237274170
epoch time: 12.5259857178s, input_fired_time: 0.1846969277, output_fired_time: 0.0000000000, propagate_forward_time: 11.8017997742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394887924
validation[          , genome  6001] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       807.38379, best error:       716.60364 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 150.4939880371s, input_fired_time: 1.5699665546, output_fired_time: 1.1039062738, propagate_forward_time: 57.2346572876, propagate_backward_time: 87.5825195312, weight_update_time: 0.1433213502, other_time: 3.0029373169
epoch time: 12.3616523743s, input_fired_time: 0.1831862330, output_fired_time: 0.0000000000, propagate_forward_time: 11.6409282684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375375748
validation[          , genome  6001] predictions:    9760/  10000 (97.60%), best:    9783/10000 (97.83%), error:       806.15125, best error:       716.60364 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 156.2380981445s, input_fired_time: 1.6031594276, output_fired_time: 1.1454126835, propagate_forward_time: 59.3462295532, propagate_backward_time: 91.1090927124, weight_update_time: 0.1476031542, other_time: 3.0341949463
epoch time: 12.6404495239s, input_fired_time: 0.1890386790, output_fired_time: 0.0000000000, propagate_forward_time: 11.9024982452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489130020
validation[          , genome  6001] predictions:    9781/  10000 (97.81%), best:    9783/10000 (97.83%), error:       777.99603, best error:       716.60364 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 156.2966613770s, input_fired_time: 1.6074320078, output_fired_time: 1.1396313906, propagate_forward_time: 59.3876609802, propagate_backward_time: 91.1145477295, weight_update_time: 0.1480578929, other_time: 3.0473785400
epoch time: 12.6236467361s, input_fired_time: 0.1868590415, output_fired_time: 0.0000000000, propagate_forward_time: 11.8949069977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418806076
validation[          , genome  6001] predictions:    9758/  10000 (97.58%), best:    9783/10000 (97.83%), error:       820.37988, best error:       716.60364 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 156.6506652832s, input_fired_time: 1.6069116592, output_fired_time: 1.1396427155, propagate_forward_time: 59.5055046082, propagate_backward_time: 91.3527526855, weight_update_time: 0.1481309384, other_time: 3.0458374023
epoch time: 12.6552505493s, input_fired_time: 0.1896290332, output_fired_time: 0.0000000000, propagate_forward_time: 11.9137516022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518703461
validation[          , genome  6001] predictions:    9732/  10000 (97.32%), best:    9783/10000 (97.83%), error:       867.30835, best error:       716.60364 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 156.3224334717s, input_fired_time: 1.6029541492, output_fired_time: 1.1395264864, propagate_forward_time: 59.4139823914, propagate_backward_time: 91.1254196167, weight_update_time: 0.1472481042, other_time: 3.0405502319
epoch time: 12.6420536041s, input_fired_time: 0.1895090193, output_fired_time: 0.0000000000, propagate_forward_time: 11.9074430466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451011658
validation[          , genome  6001] predictions:    9751/  10000 (97.51%), best:    9783/10000 (97.83%), error:       860.90283, best error:       716.60364 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 156.5963745117s, input_fired_time: 1.6101634502, output_fired_time: 1.1470600367, propagate_forward_time: 59.4458961487, propagate_backward_time: 91.3528213501, weight_update_time: 0.1486891359, other_time: 3.0404281616
epoch time: 12.6133079529s, input_fired_time: 0.1884135008, output_fired_time: 0.0000000000, propagate_forward_time: 11.8814268112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434675217
validation[          , genome  6001] predictions:    9739/  10000 (97.39%), best:    9783/10000 (97.83%), error:       866.63000, best error:       716.60364 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 156.7020263672s, input_fired_time: 1.6101016998, output_fired_time: 1.1452699900, propagate_forward_time: 59.4689674377, propagate_backward_time: 91.4383621216, weight_update_time: 0.1484082639, other_time: 3.0393295288
epoch time: 12.6267824173s, input_fired_time: 0.1896858662, output_fired_time: 0.0000000000, propagate_forward_time: 11.8919811249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451154709
validation[          , genome  6001] predictions:    9752/  10000 (97.52%), best:    9783/10000 (97.83%), error:       824.72339, best error:       716.60364 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 156.3793640137s, input_fired_time: 1.6044747829, output_fired_time: 1.1404683590, propagate_forward_time: 59.4592742920, propagate_backward_time: 91.1316299438, weight_update_time: 0.1468429863, other_time: 3.0435104370
epoch time: 12.5999212265s, input_fired_time: 0.1883477420, output_fired_time: 0.0000000000, propagate_forward_time: 11.8701400757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414333344
validation[          , genome  6001] predictions:    9752/  10000 (97.52%), best:    9783/10000 (97.83%), error:       803.00116, best error:       716.60364 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 155.9010620117s, input_fired_time: 1.5999416113, output_fired_time: 1.1310222149, propagate_forward_time: 59.2796478271, propagate_backward_time: 90.8625946045, weight_update_time: 0.1469937265, other_time: 3.0278472900
epoch time: 12.4685535431s, input_fired_time: 0.1870214343, output_fired_time: 0.0000000000, propagate_forward_time: 11.7305183411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510139465
validation[          , genome  6001] predictions:    9765/  10000 (97.65%), best:    9783/10000 (97.83%), error:       811.32574, best error:       716.60364 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 155.9465179443s, input_fired_time: 1.6086879969, output_fired_time: 1.1402423382, propagate_forward_time: 59.2311286926, propagate_backward_time: 90.9239273071, weight_update_time: 0.1482139379, other_time: 3.0425338745
epoch time: 12.5925960541s, input_fired_time: 0.1885566562, output_fired_time: 0.0000000000, propagate_forward_time: 11.8661956787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378437042
validation[          , genome  6001] predictions:    9785/  10000 (97.85%), best:    9783/10000 (97.83%), error:       722.44275, best error:       716.60364 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 154.9480133057s, input_fired_time: 1.6025750637, output_fired_time: 1.1322422028, propagate_forward_time: 58.8807563782, propagate_backward_time: 90.3287963867, weight_update_time: 0.1448783576, other_time: 3.0036468506
epoch time: 12.6132497787s, input_fired_time: 0.1879427880, output_fired_time: 0.0000000000, propagate_forward_time: 11.8777198792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475873947
validation[          , genome  6001] predictions:    9757/  10000 (97.57%), best:    9783/10000 (97.83%), error:       803.81763, best error:       716.60364 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 152.7820587158s, input_fired_time: 1.5901935101, output_fired_time: 1.1178054810, propagate_forward_time: 58.0495910645, propagate_backward_time: 89.0286560059, weight_update_time: 0.1447468847, other_time: 2.9958190918
epoch time: 12.6004695892s, input_fired_time: 0.1881313473, output_fired_time: 0.0000000000, propagate_forward_time: 11.8700065613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423316956
validation[          , genome  6001] predictions:    9775/  10000 (97.75%), best:    9783/10000 (97.83%), error:       778.75189, best error:       716.60364 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 156.3469085693s, input_fired_time: 1.6101908684, output_fired_time: 1.1408741474, propagate_forward_time: 59.3406639099, propagate_backward_time: 91.2291641235, weight_update_time: 0.1470161229, other_time: 3.0260238647
epoch time: 12.5730524063s, input_fired_time: 0.1893507838, output_fired_time: 0.0000000000, propagate_forward_time: 11.8468856812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368156433
validation[          , genome  6001] predictions:    9746/  10000 (97.46%), best:    9783/10000 (97.83%), error:       874.58435, best error:       716.60364 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 153.2680053711s, input_fired_time: 1.5939941406, output_fired_time: 1.1200499535, propagate_forward_time: 58.2262306213, propagate_backward_time: 89.3043746948, weight_update_time: 0.1458855420, other_time: 3.0233535767
epoch time: 12.4839859009s, input_fired_time: 0.1875213534, output_fired_time: 0.0000000000, propagate_forward_time: 11.7492380142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472269058
validation[          , genome  6001] predictions:    9756/  10000 (97.56%), best:    9783/10000 (97.83%), error:       844.70209, best error:       716.60364 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 155.1378784180s, input_fired_time: 1.6029077768, output_fired_time: 1.1238452196, propagate_forward_time: 59.0128707886, propagate_backward_time: 90.3683471680, weight_update_time: 0.1456678063, other_time: 3.0299148560
epoch time: 12.6218566895s, input_fired_time: 0.1896335632, output_fired_time: 0.0000000000, propagate_forward_time: 11.8822965622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499267578
validation[          , genome  6001] predictions:    9793/  10000 (97.93%), best:    9783/10000 (97.83%), error:       743.22491, best error:       716.60364 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 154.3314666748s, input_fired_time: 1.6055861712, output_fired_time: 1.1290370226, propagate_forward_time: 58.6230735779, propagate_backward_time: 89.9314727783, weight_update_time: 0.1472181827, other_time: 3.0422821045
epoch time: 12.6301326752s, input_fired_time: 0.1893897057, output_fired_time: 0.0000000000, propagate_forward_time: 11.8919706345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487718582
validation[          , genome  6001] predictions:    9746/  10000 (97.46%), best:    9783/10000 (97.83%), error:       847.64655, best error:       716.60364 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 155.9377288818s, input_fired_time: 1.6066290140, output_fired_time: 1.1358264685, propagate_forward_time: 59.2819290161, propagate_backward_time: 90.8980331421, weight_update_time: 0.1460876167, other_time: 3.0153045654
epoch time: 12.6293001175s, input_fired_time: 0.1884731650, output_fired_time: 0.0000000000, propagate_forward_time: 11.8957967758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450305939
validation[          , genome  6001] predictions:    9760/  10000 (97.60%), best:    9783/10000 (97.83%), error:       819.68420, best error:       716.60364 on epoch:    49, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 150.9991149902s, input_fired_time: 1.5794366598, output_fired_time: 1.0982201099, propagate_forward_time: 57.4601325989, propagate_backward_time: 87.8854675293, weight_update_time: 0.1426853538, other_time: 2.9758605957
epoch time: 12.5682783127s, input_fired_time: 0.1896619648, output_fired_time: 0.0000000000, propagate_forward_time: 11.8404645920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381517410
validation[          , genome  6001] predictions:    9758/  10000 (97.58%), best:    9783/10000 (97.83%), error:       805.39758, best error:       716.60364 on epoch:    49, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 154.6258850098s, input_fired_time: 1.6076998711, output_fired_time: 1.1324625015, propagate_forward_time: 58.7392959595, propagate_backward_time: 90.1279220581, weight_update_time: 0.1456881464, other_time: 3.0185089111
epoch time: 12.5951032639s, input_fired_time: 0.1872199774, output_fired_time: 0.0000000000, propagate_forward_time: 11.8686313629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392522812
validation[          , genome  6001] predictions:    9728/  10000 (97.28%), best:    9783/10000 (97.83%), error:       889.27271, best error:       716.60364 on epoch:    49, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 155.2826232910s, input_fired_time: 1.6062399149, output_fired_time: 1.1332721710, propagate_forward_time: 59.0287857056, propagate_backward_time: 90.4832611084, weight_update_time: 0.1463060528, other_time: 3.0310592651
epoch time: 11.2289810181s, input_fired_time: 0.1782002449, output_fired_time: 0.0000000000, propagate_forward_time: 10.5327816010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179996490
validation[          , genome  6001] predictions:    9723/  10000 (97.23%), best:    9783/10000 (97.83%), error:       874.85455, best error:       716.60364 on epoch:    49, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 151.2000579834s, input_fired_time: 1.5885516405, output_fired_time: 1.1110495329, propagate_forward_time: 57.4000358582, propagate_backward_time: 88.0986404419, weight_update_time: 0.1435926259, other_time: 3.0017776489
epoch time: 12.2686281204s, input_fired_time: 0.1869592667, output_fired_time: 0.0000000000, propagate_forward_time: 11.5444288254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372400284
validation[          , genome  6001] predictions:    9779/  10000 (97.79%), best:    9783/10000 (97.83%), error:       776.09595, best error:       716.60364 on epoch:    49, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 155.7630310059s, input_fired_time: 1.6173633337, output_fired_time: 1.1364152431, propagate_forward_time: 59.1951179504, propagate_backward_time: 90.7682342529, weight_update_time: 0.1473397315, other_time: 3.0458984375
epoch time: 12.4527196884s, input_fired_time: 0.1878582239, output_fired_time: 0.0000000000, propagate_forward_time: 11.7189092636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5459518433
validation[          , genome  6001] predictions:    9778/  10000 (97.78%), best:    9783/10000 (97.83%), error:       764.24072, best error:       716.60364 on epoch:    49, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 150.4372253418s, input_fired_time: 1.5888767242, output_fired_time: 1.0989710093, propagate_forward_time: 57.2389526367, propagate_backward_time: 87.5102844238, weight_update_time: 0.1427691579, other_time: 3.0001373291
epoch time: 12.5952091217s, input_fired_time: 0.1925957203, output_fired_time: 0.0000000000, propagate_forward_time: 11.8624677658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401458740
validation[          , genome  6001] predictions:    9781/  10000 (97.81%), best:    9783/10000 (97.83%), error:       755.39093, best error:       716.60364 on epoch:    49, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 154.3351898193s, input_fired_time: 1.6187551022, output_fired_time: 1.1279838085, propagate_forward_time: 58.6607780457, propagate_backward_time: 89.8775024414, weight_update_time: 0.1458272338, other_time: 3.0501556396
epoch time: 12.6324644089s, input_fired_time: 0.1949818730, output_fired_time: 0.0000000000, propagate_forward_time: 11.8827800751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547027588
validation[          , genome  6001] predictions:    9790/  10000 (97.90%), best:    9783/10000 (97.83%), error:       743.17810, best error:       716.60364 on epoch:    49, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 155.1002044678s, input_fired_time: 1.6157226562, output_fired_time: 1.1322331429, propagate_forward_time: 58.9250602722, propagate_backward_time: 90.3887634277, weight_update_time: 0.1467446387, other_time: 3.0384216309
epoch time: 12.6194133759s, input_fired_time: 0.1908928007, output_fired_time: 0.0000000000, propagate_forward_time: 11.8851089478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434112549
validation[          , genome  6001] predictions:    9780/  10000 (97.80%), best:    9783/10000 (97.83%), error:       739.70825, best error:       716.60364 on epoch:    49, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 153.5172424316s, input_fired_time: 1.6091549397, output_fired_time: 1.1292804480, propagate_forward_time: 58.2967109680, propagate_backward_time: 89.4639663696, weight_update_time: 0.1455247104, other_time: 3.0181198120
epoch time: 12.5434122086s, input_fired_time: 0.1902325153, output_fired_time: 0.0000000000, propagate_forward_time: 11.8119449615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412349701
validation[          , genome  6001] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       859.76685, best error:       716.60364 on epoch:    49, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 156.0018463135s, input_fired_time: 1.6272871494, output_fired_time: 1.1358538866, propagate_forward_time: 59.2474708557, propagate_backward_time: 90.9279708862, weight_update_time: 0.1477639824, other_time: 3.0632705688
epoch time: 12.4882965088s, input_fired_time: 0.1912718415, output_fired_time: 0.0000000000, propagate_forward_time: 11.7500667572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469579697
validation[          , genome  6001] predictions:    9708/  10000 (97.08%), best:    9783/10000 (97.83%), error:       983.32318, best error:       716.60364 on epoch:    49, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 155.7891082764s, input_fired_time: 1.6178802252, output_fired_time: 1.1273533106, propagate_forward_time: 59.2768325806, propagate_backward_time: 90.7158966064, weight_update_time: 0.1465340406, other_time: 3.0511550903
epoch time: 12.6293592453s, input_fired_time: 0.1911434978, output_fired_time: 0.0000000000, propagate_forward_time: 11.8861799240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520362854
validation[          , genome  6001] predictions:    9727/  10000 (97.27%), best:    9783/10000 (97.83%), error:       899.43793, best error:       716.60364 on epoch:    49, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 155.6548309326s, input_fired_time: 1.6167809963, output_fired_time: 1.1290758848, propagate_forward_time: 59.1767082214, propagate_backward_time: 90.6966400146, weight_update_time: 0.1467905194, other_time: 3.0356292725
epoch time: 12.6145315170s, input_fired_time: 0.1908257157, output_fired_time: 0.0000000000, propagate_forward_time: 11.8794651031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442409515
validation[          , genome  6001] predictions:    9787/  10000 (97.87%), best:    9783/10000 (97.83%), error:       725.18536, best error:       716.60364 on epoch:    49, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 151.1694946289s, input_fired_time: 1.5891189575, output_fired_time: 1.1035441160, propagate_forward_time: 57.3986930847, propagate_backward_time: 88.0804901123, weight_update_time: 0.1436159909, other_time: 2.9976501465
epoch time: 11.7659244537s, input_fired_time: 0.1830009222, output_fired_time: 0.0000000000, propagate_forward_time: 11.0555419922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273818970
validation[          , genome  6001] predictions:    9788/  10000 (97.88%), best:    9783/10000 (97.83%), error:       761.44800, best error:       716.60364 on epoch:    49, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 142.8525695801s, input_fired_time: 1.5521806479, output_fired_time: 1.0609079599, propagate_forward_time: 54.3666343689, propagate_backward_time: 82.9380493164, weight_update_time: 0.1357117146, other_time: 2.9347839355
epoch time: 12.6158695221s, input_fired_time: 0.1909325868, output_fired_time: 0.0000000000, propagate_forward_time: 11.8835420609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413951874
validation[          , genome  6001] predictions:    9771/  10000 (97.71%), best:    9783/10000 (97.83%), error:       770.35126, best error:       716.60364 on epoch:    49, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 152.9511871338s, input_fired_time: 1.6026537418, output_fired_time: 1.1131266356, propagate_forward_time: 58.1917076111, propagate_backward_time: 89.0408782959, weight_update_time: 0.1445201933, other_time: 3.0028076172
epoch time: 12.5227117538s, input_fired_time: 0.1922301054, output_fired_time: 0.0000000000, propagate_forward_time: 11.7866334915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5438480377
validation[          , genome  6001] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       822.72028, best error:       716.60364 on epoch:    49, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 155.2765808105s, input_fired_time: 1.6234238148, output_fired_time: 1.1293849945, propagate_forward_time: 59.0700912476, propagate_backward_time: 90.3896560669, weight_update_time: 0.1472156346, other_time: 3.0640258789
epoch time: 12.5543298721s, input_fired_time: 0.1920009255, output_fired_time: 0.0000000000, propagate_forward_time: 11.8166294098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456991196
validation[          , genome  6001] predictions:    9776/  10000 (97.76%), best:    9783/10000 (97.83%), error:       761.80566, best error:       716.60364 on epoch:    49, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 154.7053680420s, input_fired_time: 1.6141840219, output_fired_time: 1.1265028715, propagate_forward_time: 58.7674026489, propagate_backward_time: 90.1579284668, weight_update_time: 0.1471705884, other_time: 3.0393600464
epoch time: 12.5687990189s, input_fired_time: 0.1888940185, output_fired_time: 0.0000000000, propagate_forward_time: 11.8375606537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423440933
validation[          , genome  6001] predictions:    9703/  10000 (97.03%), best:    9783/10000 (97.83%), error:      1020.38696, best error:       716.60364 on epoch:    49, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 148.8919372559s, input_fired_time: 1.5846197605, output_fired_time: 1.0910249949, propagate_forward_time: 56.5458946228, propagate_backward_time: 86.7003250122, weight_update_time: 0.1411673874, other_time: 2.9700698853
epoch time: 12.6197223663s, input_fired_time: 0.1924778670, output_fired_time: 0.0000000000, propagate_forward_time: 11.8811502457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460939407
validation[          , genome  6001] predictions:    9781/  10000 (97.81%), best:    9783/10000 (97.83%), error:       743.47321, best error:       716.60364 on epoch:    49, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 155.0687103271s, input_fired_time: 1.6201714277, output_fired_time: 1.1325030327, propagate_forward_time: 58.8902664185, propagate_backward_time: 90.4101409912, weight_update_time: 0.1455533355, other_time: 3.0156173706
epoch time: 12.5334196091s, input_fired_time: 0.1915925294, output_fired_time: 0.0000000000, propagate_forward_time: 11.7961521149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456752777
validation[          , genome  6001] predictions:    9750/  10000 (97.50%), best:    9783/10000 (97.83%), error:       859.64417, best error:       716.60364 on epoch:    49, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 150.9787445068s, input_fired_time: 1.5931143761, output_fired_time: 1.1042127609, propagate_forward_time: 57.4242401123, propagate_backward_time: 87.8665618896, weight_update_time: 0.1427818984, other_time: 2.9906158447
epoch time: 12.6282148361s, input_fired_time: 0.1932224482, output_fired_time: 0.0000000000, propagate_forward_time: 11.8868045807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481882095
validation[          , genome  6001] predictions:    9772/  10000 (97.72%), best:    9783/10000 (97.83%), error:       764.16119, best error:       716.60364 on epoch:    49, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 155.1659088135s, input_fired_time: 1.6290888786, output_fired_time: 1.1323415041, propagate_forward_time: 59.0178794861, propagate_backward_time: 90.3399505615, weight_update_time: 0.1472451836, other_time: 3.0466461182
epoch time: 12.6298446655s, input_fired_time: 0.1929750741, output_fired_time: 0.0000000000, propagate_forward_time: 11.8870468140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498228073
validation[          , genome  6001] predictions:    9732/  10000 (97.32%), best:    9783/10000 (97.83%), error:       938.08191, best error:       716.60364 on epoch:    49, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 142.0566711426s, input_fired_time: 1.5518487692, output_fired_time: 1.0525802374, propagate_forward_time: 54.0836334229, propagate_backward_time: 82.4356613159, weight_update_time: 0.1360652149, other_time: 2.9329452515
epoch time: 12.6136722565s, input_fired_time: 0.1927874684, output_fired_time: 0.0000000000, propagate_forward_time: 11.8765335083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443515778
validation[          , genome  6001] predictions:    9765/  10000 (97.65%), best:    9783/10000 (97.83%), error:       792.81946, best error:       716.60364 on epoch:    49, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 155.1871032715s, input_fired_time: 1.6207834482, output_fired_time: 1.1291986704, propagate_forward_time: 58.9814682007, propagate_backward_time: 90.4310302734, weight_update_time: 0.1457080990, other_time: 3.0246200562
epoch time: 12.6164770126s, input_fired_time: 0.1906820685, output_fired_time: 0.0000000000, propagate_forward_time: 11.8834218979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423727036
validation[          , genome  6001] predictions:    9764/  10000 (97.64%), best:    9783/10000 (97.83%), error:       805.83148, best error:       716.60364 on epoch:    49, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 155.4861755371s, input_fired_time: 1.6281031370, output_fired_time: 1.1306177378, propagate_forward_time: 59.1022224426, propagate_backward_time: 90.5871124268, weight_update_time: 0.1502813846, other_time: 3.0381317139
epoch time: 12.6237058640s, input_fired_time: 0.1960290521, output_fired_time: 0.0000000000, propagate_forward_time: 11.8832559586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444211960
validation[          , genome  6001] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       775.38550, best error:       716.60364 on epoch:    49, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 155.8904418945s, input_fired_time: 1.6276926994, output_fired_time: 1.1342593431, propagate_forward_time: 59.2575073242, propagate_backward_time: 90.8263778687, weight_update_time: 0.1478788853, other_time: 3.0446090698
epoch time: 12.5907325745s, input_fired_time: 0.1953252256, output_fired_time: 0.0000000000, propagate_forward_time: 11.8503208160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450868607
validation[          , genome  6001] predictions:    9752/  10000 (97.52%), best:    9783/10000 (97.83%), error:       822.03845, best error:       716.60364 on epoch:    49, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 155.7336425781s, input_fired_time: 1.6254285574, output_fired_time: 1.1221846342, propagate_forward_time: 59.2430458069, propagate_backward_time: 90.6907577515, weight_update_time: 0.1471912563, other_time: 3.0522384644
epoch time: 12.5955028534s, input_fired_time: 0.1939540356, output_fired_time: 0.0000000000, propagate_forward_time: 11.8515958786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499525070
validation[          , genome  6001] predictions:    9768/  10000 (97.68%), best:    9783/10000 (97.83%), error:       763.54840, best error:       716.60364 on epoch:    49, 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: 62.9603805542s, input_fired_time: 0.9438923597, output_fired_time: 0.0000000000, propagate_forward_time: 59.2421531677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7743339539
best training[          , genome  6001] predictions:   49496/  50000 (98.99%), best:    9783/10000 (97.83%), error:      1808.49097, best error:       716.60364 on epoch:    49, 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: 12.5850191116s, input_fired_time: 0.1849967688, output_fired_time: 0.0000000000, propagate_forward_time: 11.8464937210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535287857
   testing[          , genome  6001] predictions:    9794/  10000 (97.94%), best:    9783/10000 (97.83%), error:       650.18652, best error:       716.60364 on epoch:    49, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:23:07 (72814): called boinc_finish(0)

</stderr_txt>
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