Nameexact_genome_1512568488_44_6790_2
Workunit2605278
Created7 Dec 2017, 22:15:01 UTC
Sent7 Dec 2017, 22:24:21 UTC
Report deadline14 Dec 2017, 8:06:57 UTC
Received8 Dec 2017, 13:37:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time3 hours 47 min 12 sec
CPU time3 hours 43 min 4 sec
Validate stateValid
Credit1,601.15
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.36 MB
Peak swap size152.56 MB
Peak disk usage1.09 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
.0655287504, propagate_forward_time: 44.9139556885, propagate_backward_time: 68.0871276855, weight_update_time: 0.1391484737, other_time: 7.8507385254
epoch time: 10.6062574387s, input_fired_time: 0.1597539186, output_fired_time: 0.0000000000, propagate_forward_time: 8.9470748901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4994287491
validation[          , genome  6790] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       991.76447, best error:       991.76447 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 123.3881530762s, input_fired_time: 1.5091964006, output_fired_time: 1.0225918293, propagate_forward_time: 44.7990036011, propagate_backward_time: 68.1975021362, weight_update_time: 0.1372594088, other_time: 7.8598632812
epoch time: 10.7119970322s, input_fired_time: 0.1541614532, output_fired_time: 0.0000000000, propagate_forward_time: 9.0650844574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4927511215
validation[          , genome  6790] predictions:    9695/  10000 (96.95%), best:    9722/10000 (97.22%), error:      1006.69525, best error:       991.76447 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 124.9225769043s, input_fired_time: 1.5526925325, output_fired_time: 1.0453342199, propagate_forward_time: 45.4272766113, propagate_backward_time: 68.9395065308, weight_update_time: 0.1385279298, other_time: 7.9577636719
epoch time: 10.7820682526s, input_fired_time: 0.1643662453, output_fired_time: 0.0000000000, propagate_forward_time: 9.0991525650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5185499191
validation[          , genome  6790] predictions:    9641/  10000 (96.41%), best:    9722/10000 (97.22%), error:      1136.19971, best error:       991.76447 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 123.5203552246s, input_fired_time: 1.5158121586, output_fired_time: 1.0443305969, propagate_forward_time: 44.7171211243, propagate_backward_time: 68.5163879395, weight_update_time: 0.1381498575, other_time: 7.7266998291
epoch time: 10.5239048004s, input_fired_time: 0.1577196121, output_fired_time: 0.0000000000, propagate_forward_time: 8.8638963699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5022888184
validation[          , genome  6790] predictions:    9695/  10000 (96.95%), best:    9722/10000 (97.22%), error:      1008.52289, best error:       991.76447 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 123.4763412476s, input_fired_time: 1.5121169090, output_fired_time: 1.0378595591, propagate_forward_time: 45.0097198486, propagate_backward_time: 68.2354888916, weight_update_time: 0.1377426982, other_time: 7.6811599731
epoch time: 10.5878829956s, input_fired_time: 0.1556388587, output_fired_time: 0.0000000000, propagate_forward_time: 8.9293880463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5028562546
validation[          , genome  6790] predictions:    9695/  10000 (96.95%), best:    9722/10000 (97.22%), error:      1012.18323, best error:       991.76447 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 123.3823928833s, input_fired_time: 1.5109344721, output_fired_time: 1.0221217871, propagate_forward_time: 44.8297348022, propagate_backward_time: 68.1529388428, weight_update_time: 0.1512858421, other_time: 7.8666610718
epoch time: 10.7326822281s, input_fired_time: 0.1561471075, output_fired_time: 0.0000000000, propagate_forward_time: 9.0707759857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5057592392
validation[          , genome  6790] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       963.49078, best error:       963.49078 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 123.4449691772s, input_fired_time: 1.5332999229, output_fired_time: 1.0374437571, propagate_forward_time: 44.9388275146, propagate_backward_time: 68.1499176025, weight_update_time: 0.1381733716, other_time: 7.7854766846
epoch time: 10.7803869247s, input_fired_time: 0.1627662629, output_fired_time: 0.0000000000, propagate_forward_time: 9.0969619751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5206584930
validation[          , genome  6790] predictions:    9665/  10000 (96.65%), best:    9706/10000 (97.06%), error:      1134.36780, best error:       963.49078 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 122.7600555420s, input_fired_time: 1.5991384983, output_fired_time: 1.0271551609, propagate_forward_time: 44.5580902100, propagate_backward_time: 67.8633728027, weight_update_time: 0.1373734623, other_time: 7.7123031616
epoch time: 10.5578022003s, input_fired_time: 0.1600214839, output_fired_time: 0.0000000000, propagate_forward_time: 8.8755636215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5222167969
validation[          , genome  6790] predictions:    9700/  10000 (97.00%), best:    9706/10000 (97.06%), error:       980.90771, best error:       963.49078 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 123.5896072388s, input_fired_time: 1.5308432579, output_fired_time: 1.0332660675, propagate_forward_time: 45.0083923340, propagate_backward_time: 68.1830368042, weight_update_time: 0.1426897645, other_time: 7.8340682983
epoch time: 10.5636310577s, input_fired_time: 0.1562133878, output_fired_time: 0.0000000000, propagate_forward_time: 8.9375247955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4698925018
validation[          , genome  6790] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       956.99860, best error:       956.99860 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 123.1622390747s, input_fired_time: 1.5055071115, output_fired_time: 1.0509153605, propagate_forward_time: 44.6275329590, propagate_backward_time: 68.0771179199, weight_update_time: 0.1381939054, other_time: 7.9011611938
epoch time: 10.5594463348s, input_fired_time: 0.1602338105, output_fired_time: 0.0000000000, propagate_forward_time: 8.9192867279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4799261093
validation[          , genome  6790] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       955.46027, best error:       955.46027 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 123.5348281860s, input_fired_time: 1.5465193987, output_fired_time: 1.0288348198, propagate_forward_time: 44.7468833923, propagate_backward_time: 68.4329147339, weight_update_time: 0.1426095814, other_time: 7.7796859741
epoch time: 10.7691793442s, input_fired_time: 0.1587034464, output_fired_time: 0.0000000000, propagate_forward_time: 9.1191959381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4912796021
validation[          , genome  6790] predictions:    9694/  10000 (96.94%), best:    9721/10000 (97.21%), error:      1038.49072, best error:       955.46027 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 124.0271682739s, input_fired_time: 1.5505613089, output_fired_time: 1.0285542011, propagate_forward_time: 45.0120811462, propagate_backward_time: 68.6863632202, weight_update_time: 0.1380659789, other_time: 7.7496109009
epoch time: 10.6045045853s, input_fired_time: 0.1579461247, output_fired_time: 0.0000000000, propagate_forward_time: 8.9523935318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4941644669
validation[          , genome  6790] predictions:    9671/  10000 (96.71%), best:    9721/10000 (97.21%), error:      1051.51477, best error:       955.46027 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 123.3472518921s, input_fired_time: 1.5433516502, output_fired_time: 1.0521211624, propagate_forward_time: 44.7063674927, propagate_backward_time: 68.3789596558, weight_update_time: 0.1374966651, other_time: 7.6664505005
epoch time: 10.6265468597s, input_fired_time: 0.1576323956, output_fired_time: 0.0000000000, propagate_forward_time: 8.9714441299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4974699020
validation[          , genome  6790] predictions:    9705/  10000 (97.05%), best:    9721/10000 (97.21%), error:       961.45270, best error:       955.46027 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 123.7138671875s, input_fired_time: 1.5475662947, output_fired_time: 1.0368425846, propagate_forward_time: 44.9112319946, propagate_backward_time: 68.4589996338, weight_update_time: 0.1386006474, other_time: 7.7592239380
epoch time: 10.6439437866s, input_fired_time: 0.1528400034, output_fired_time: 0.0000000000, propagate_forward_time: 9.0040464401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4870576859
validation[          , genome  6790] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       946.00165, best error:       946.00165 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 123.4690170288s, input_fired_time: 1.5650557280, output_fired_time: 1.0908443928, propagate_forward_time: 45.0607719421, propagate_backward_time: 68.0082092285, weight_update_time: 0.1460844427, other_time: 7.7441406250
epoch time: 10.7096805573s, input_fired_time: 0.1598012149, output_fired_time: 0.0000000000, propagate_forward_time: 9.0446834564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5051956177
validation[          , genome  6790] predictions:    9652/  10000 (96.52%), best:    9711/10000 (97.11%), error:      1159.48621, best error:       946.00165 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 123.4282836914s, input_fired_time: 1.5406849384, output_fired_time: 1.0440771580, propagate_forward_time: 44.8706665039, propagate_backward_time: 68.1507949829, weight_update_time: 0.1377373785, other_time: 7.8220596313
epoch time: 10.7236175537s, input_fired_time: 0.1662002206, output_fired_time: 0.0000000000, propagate_forward_time: 9.0562658310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5011510849
validation[          , genome  6790] predictions:    9702/  10000 (97.02%), best:    9711/10000 (97.11%), error:       996.63470, best error:       946.00165 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 123.0221328735s, input_fired_time: 1.5453466177, output_fired_time: 1.0426706076, propagate_forward_time: 44.9875793457, propagate_backward_time: 67.6866455078, weight_update_time: 0.1383909434, other_time: 7.7598876953
epoch time: 10.7106389999s, input_fired_time: 0.1591633707, output_fired_time: 0.0000000000, propagate_forward_time: 9.0521917343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4992837906
validation[          , genome  6790] predictions:    9699/  10000 (96.99%), best:    9711/10000 (97.11%), error:      1008.65082, best error:       946.00165 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 123.4143066406s, input_fired_time: 1.5176894665, output_fired_time: 1.0191494226, propagate_forward_time: 44.8532409668, propagate_backward_time: 68.1300354004, weight_update_time: 0.1376382113, other_time: 7.8941879272
epoch time: 10.5435276031s, input_fired_time: 0.1591168493, output_fired_time: 0.0000000000, propagate_forward_time: 8.8992662430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4851446152
validation[          , genome  6790] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       867.55731, best error:       867.55731 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 124.0438995361s, input_fired_time: 1.5478444099, output_fired_time: 1.0547770262, propagate_forward_time: 45.2554779053, propagate_backward_time: 68.4201965332, weight_update_time: 0.1384589374, other_time: 7.7656021118
epoch time: 10.5559539795s, input_fired_time: 0.1620289087, output_fired_time: 0.0000000000, propagate_forward_time: 8.9143209457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4796037674
validation[          , genome  6790] predictions:    9684/  10000 (96.84%), best:    9751/10000 (97.51%), error:      1021.34772, best error:       867.55731 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 123.4326400757s, input_fired_time: 1.5197845697, output_fired_time: 1.0373452902, propagate_forward_time: 44.9105415344, propagate_backward_time: 68.2148818970, weight_update_time: 0.1383230239, other_time: 7.7500839233
epoch time: 10.5519847870s, input_fired_time: 0.1604694426, output_fired_time: 0.0000000000, propagate_forward_time: 8.9170026779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4745130539
validation[          , genome  6790] predictions:    9718/  10000 (97.18%), best:    9751/10000 (97.51%), error:       949.52667, best error:       867.55731 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 123.5767822266s, input_fired_time: 1.5173790455, output_fired_time: 1.0516200066, propagate_forward_time: 44.8528060913, propagate_backward_time: 68.4531250000, weight_update_time: 0.1578714252, other_time: 7.7018508911
epoch time: 10.5331735611s, input_fired_time: 0.1582847685, output_fired_time: 0.0000000000, propagate_forward_time: 8.8745279312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5003604889
validation[          , genome  6790] predictions:    9670/  10000 (96.70%), best:    9751/10000 (97.51%), error:      1083.42090, best error:       867.55731 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 124.8700866699s, input_fired_time: 1.5939242840, output_fired_time: 1.0551233292, propagate_forward_time: 45.5222091675, propagate_backward_time: 68.8850326538, weight_update_time: 0.1385281384, other_time: 7.8137969971
epoch time: 10.6583833694s, input_fired_time: 0.1581347734, output_fired_time: 0.0000000000, propagate_forward_time: 9.0117473602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4885015488
validation[          , genome  6790] predictions:    9719/  10000 (97.19%), best:    9751/10000 (97.51%), error:       911.30322, best error:       867.55731 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 123.0596160889s, input_fired_time: 1.5334093571, output_fired_time: 1.0474278927, propagate_forward_time: 44.6489601135, propagate_backward_time: 68.1240234375, weight_update_time: 0.1380856484, other_time: 7.7057952881
epoch time: 10.6835756302s, input_fired_time: 0.1601524055, output_fired_time: 0.0000000000, propagate_forward_time: 9.0454978943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4779253006
validation[          , genome  6790] predictions:    9691/  10000 (96.91%), best:    9751/10000 (97.51%), error:       992.99707, best error:       867.55731 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 123.9551315308s, input_fired_time: 1.5252962112, output_fired_time: 1.0515397787, propagate_forward_time: 44.9886322021, propagate_backward_time: 68.5018997192, weight_update_time: 0.1662229896, other_time: 7.8877639771
epoch time: 10.7223348618s, input_fired_time: 0.1613279432, output_fired_time: 0.0000000000, propagate_forward_time: 9.0619468689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4990596771
validation[          , genome  6790] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       831.10919, best error:       831.10919 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 124.0485153198s, input_fired_time: 1.6510070562, output_fired_time: 1.0394521952, propagate_forward_time: 45.1096649170, propagate_backward_time: 68.4854202271, weight_update_time: 0.1383906752, other_time: 7.7629699707
epoch time: 10.5664491653s, input_fired_time: 0.1608306170, output_fired_time: 0.0000000000, propagate_forward_time: 8.9196825027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4859361649
validation[          , genome  6790] predictions:    9716/  10000 (97.16%), best:    9761/10000 (97.61%), error:       951.90411, best error:       831.10919 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 123.9267044067s, input_fired_time: 1.5441225767, output_fired_time: 1.0351941586, propagate_forward_time: 44.9833564758, propagate_backward_time: 68.5788879395, weight_update_time: 0.1384891272, other_time: 7.7851409912
epoch time: 10.7261648178s, input_fired_time: 0.1617569774, output_fired_time: 0.0000000000, propagate_forward_time: 9.0358047485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5286035538
validation[          , genome  6790] predictions:    9741/  10000 (97.41%), best:    9761/10000 (97.61%), error:       893.36456, best error:       831.10919 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 123.8972015381s, input_fired_time: 1.5719639063, output_fired_time: 1.0732790232, propagate_forward_time: 45.2417984009, propagate_backward_time: 68.2962646484, weight_update_time: 0.1380040497, other_time: 7.7138977051
epoch time: 10.6404237747s, input_fired_time: 0.1716857105, output_fired_time: 0.0000000000, propagate_forward_time: 8.9847068787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4840307236
validation[          , genome  6790] predictions:    9681/  10000 (96.81%), best:    9761/10000 (97.61%), error:      1034.29370, best error:       831.10919 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 122.6610031128s, input_fired_time: 1.5724740028, output_fired_time: 1.0316284895, propagate_forward_time: 44.5215454102, propagate_backward_time: 67.8809661865, weight_update_time: 0.1408032626, other_time: 7.6543884277
epoch time: 10.5554800034s, input_fired_time: 0.1583279669, output_fired_time: 0.0000000000, propagate_forward_time: 8.9067411423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4904108047
validation[          , genome  6790] predictions:    9693/  10000 (96.93%), best:    9761/10000 (97.61%), error:      1010.64990, best error:       831.10919 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 123.3870468140s, input_fired_time: 1.5734844208, output_fired_time: 1.0261294842, propagate_forward_time: 44.7075805664, propagate_backward_time: 68.3567428589, weight_update_time: 0.1383107156, other_time: 7.7231063843
epoch time: 10.5397214890s, input_fired_time: 0.1628431529, output_fired_time: 0.0000000000, propagate_forward_time: 8.8936872482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4831914902
validation[          , genome  6790] predictions:    9709/  10000 (97.09%), best:    9761/10000 (97.61%), error:       957.53009, best error:       831.10919 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 123.3503036499s, input_fired_time: 1.5618791580, output_fired_time: 1.0283756256, propagate_forward_time: 44.7567672729, propagate_backward_time: 68.2847366333, weight_update_time: 0.1369550973, other_time: 7.7185440063
epoch time: 10.6075506210s, input_fired_time: 0.1605702341, output_fired_time: 0.0000000000, propagate_forward_time: 8.9775085449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4694719315
validation[          , genome  6790] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       797.18787, best error:       797.18787 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 123.5649185181s, input_fired_time: 1.5356204510, output_fired_time: 1.0630266666, propagate_forward_time: 44.9506378174, propagate_backward_time: 68.2732543945, weight_update_time: 0.1382040828, other_time: 7.7423782349
epoch time: 10.5504217148s, input_fired_time: 0.1709480435, output_fired_time: 0.0000000000, propagate_forward_time: 8.9040699005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4754037857
validation[          , genome  6790] predictions:    9752/  10000 (97.52%), best:    9753/10000 (97.53%), error:       876.53864, best error:       797.18787 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 123.6725845337s, input_fired_time: 1.5612474680, output_fired_time: 1.0595588684, propagate_forward_time: 44.7923927307, propagate_backward_time: 68.5517807007, weight_update_time: 0.1379742473, other_time: 7.7076034546
epoch time: 10.7046289444s, input_fired_time: 0.1714705676, output_fired_time: 0.0000000000, propagate_forward_time: 9.0323915482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5007667542
validation[          , genome  6790] predictions:    9680/  10000 (96.80%), best:    9753/10000 (97.53%), error:      1032.81616, best error:       797.18787 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 123.8590316772s, input_fired_time: 1.5805281401, output_fired_time: 1.0380491018, propagate_forward_time: 44.9422721863, propagate_backward_time: 68.6287994385, weight_update_time: 0.1381758451, other_time: 7.6693878174
epoch time: 10.7386560440s, input_fired_time: 0.1624385566, output_fired_time: 0.0000000000, propagate_forward_time: 9.0643424988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5118751526
validation[          , genome  6790] predictions:    9709/  10000 (97.09%), best:    9753/10000 (97.53%), error:       965.05066, best error:       797.18787 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 123.2950973511s, input_fired_time: 1.5346405506, output_fired_time: 1.0755193233, propagate_forward_time: 44.7446517944, propagate_backward_time: 68.2358398438, weight_update_time: 0.1382567137, other_time: 7.7044525146
epoch time: 10.6181297302s, input_fired_time: 0.1637512594, output_fired_time: 0.0000000000, propagate_forward_time: 8.9113864899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5429916382
validation[          , genome  6790] predictions:    9724/  10000 (97.24%), best:    9753/10000 (97.53%), error:       934.20667, best error:       797.18787 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 123.4284820557s, input_fired_time: 1.5414817333, output_fired_time: 1.0297777653, propagate_forward_time: 44.9676170349, propagate_backward_time: 68.0379638672, weight_update_time: 0.1385790408, other_time: 7.8516387939
epoch time: 10.5628108978s, input_fired_time: 0.1696065664, output_fired_time: 0.0000000000, propagate_forward_time: 8.9118127823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4813919067
validation[          , genome  6790] predictions:    9734/  10000 (97.34%), best:    9753/10000 (97.53%), error:       895.02026, best error:       797.18787 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 123.3200302124s, input_fired_time: 1.5760617256, output_fired_time: 1.0214630365, propagate_forward_time: 45.1794815063, propagate_backward_time: 67.8020401001, weight_update_time: 0.1459492147, other_time: 7.7409820557
epoch time: 10.6749525070s, input_fired_time: 0.1751850545, output_fired_time: 0.0000000000, propagate_forward_time: 8.9954757690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5042915344
validation[          , genome  6790] predictions:    9715/  10000 (97.15%), best:    9753/10000 (97.53%), error:       938.65002, best error:       797.18787 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 122.9604949951s, input_fired_time: 1.5388243198, output_fired_time: 1.0494000912, propagate_forward_time: 44.8338088989, propagate_backward_time: 67.8478469849, weight_update_time: 0.1378489137, other_time: 7.6906127930
epoch time: 10.6816577911s, input_fired_time: 0.1720303893, output_fired_time: 0.0000000000, propagate_forward_time: 9.0061883926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5034389496
validation[          , genome  6790] predictions:    9733/  10000 (97.33%), best:    9753/10000 (97.53%), error:       854.59845, best error:       797.18787 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 123.4976348877s, input_fired_time: 1.5506001711, output_fired_time: 1.0377428532, propagate_forward_time: 44.8780059814, propagate_backward_time: 68.3124084473, weight_update_time: 0.1373046637, other_time: 7.7188796997
epoch time: 10.6895532608s, input_fired_time: 0.1656717807, output_fired_time: 0.0000000000, propagate_forward_time: 9.0037651062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5201168060
validation[          , genome  6790] predictions:    9744/  10000 (97.44%), best:    9753/10000 (97.53%), error:       897.95349, best error:       797.18787 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 123.3927993774s, input_fired_time: 1.5461302996, output_fired_time: 1.0257723331, propagate_forward_time: 44.8087882996, propagate_backward_time: 68.2739181519, weight_update_time: 0.1464706212, other_time: 7.7381973267
epoch time: 10.5691719055s, input_fired_time: 0.1652390808, output_fired_time: 0.0000000000, propagate_forward_time: 8.9208965302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4830360413
validation[          , genome  6790] predictions:    9735/  10000 (97.35%), best:    9753/10000 (97.53%), error:       853.77643, best error:       797.18787 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 123.7819366455s, input_fired_time: 1.5696853399, output_fired_time: 1.0244098902, propagate_forward_time: 44.9557914734, propagate_backward_time: 68.4020080566, weight_update_time: 0.1384416521, other_time: 7.8300476074
epoch time: 10.6102485657s, input_fired_time: 0.1639214605, output_fired_time: 0.0000000000, propagate_forward_time: 8.9661397934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4801874161
validation[          , genome  6790] predictions:    9744/  10000 (97.44%), best:    9753/10000 (97.53%), error:       836.53284, best error:       797.18787 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 123.8699417114s, input_fired_time: 1.5919637680, output_fired_time: 1.0202310085, propagate_forward_time: 45.1306304932, propagate_backward_time: 68.3827819824, weight_update_time: 0.1378048062, other_time: 7.7443313599
epoch time: 10.7859964371s, input_fired_time: 0.1658912599, output_fired_time: 0.0000000000, propagate_forward_time: 9.0922412872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5278635025
validation[          , genome  6790] predictions:    9754/  10000 (97.54%), best:    9753/10000 (97.53%), error:       833.62958, best error:       797.18787 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 123.4432754517s, input_fired_time: 1.5599112511, output_fired_time: 1.0189520121, propagate_forward_time: 45.0620155334, propagate_backward_time: 68.0683364868, weight_update_time: 0.1417070478, other_time: 7.7340621948
epoch time: 10.6223621368s, input_fired_time: 0.1630651951, output_fired_time: 0.0000000000, propagate_forward_time: 8.9709415436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4883556366
validation[          , genome  6790] predictions:    9722/  10000 (97.22%), best:    9753/10000 (97.53%), error:       912.89832, best error:       797.18787 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 123.2257843018s, input_fired_time: 1.5808613300, output_fired_time: 1.0279173851, propagate_forward_time: 45.0543785095, propagate_backward_time: 67.8846893311, weight_update_time: 0.1382485181, other_time: 7.6779327393
epoch time: 10.7016201019s, input_fired_time: 0.1663670838, output_fired_time: 0.0000000000, propagate_forward_time: 9.0158357620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5194168091
validation[          , genome  6790] predictions:    9729/  10000 (97.29%), best:    9753/10000 (97.53%), error:       899.14478, best error:       797.18787 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 123.4433441162s, input_fired_time: 1.5498472452, output_fired_time: 1.0577313900, propagate_forward_time: 44.9560165405, propagate_backward_time: 68.1256790161, weight_update_time: 0.1380555630, other_time: 7.7540664673
epoch time: 10.7372245789s, input_fired_time: 0.1658786088, output_fired_time: 0.0000000000, propagate_forward_time: 9.0273036957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5440425873
validation[          , genome  6790] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       855.53528, best error:       797.18787 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 123.4589080811s, input_fired_time: 1.5892090797, output_fired_time: 1.0205754042, propagate_forward_time: 44.8811492920, propagate_backward_time: 68.1263504028, weight_update_time: 0.1383121163, other_time: 7.8416213989
epoch time: 10.6478786469s, input_fired_time: 0.1599435210, output_fired_time: 0.0000000000, propagate_forward_time: 8.9873552322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5005798340
validation[          , genome  6790] predictions:    9759/  10000 (97.59%), best:    9753/10000 (97.53%), error:       813.08392, best error:       797.18787 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 123.0643615723s, input_fired_time: 1.5469046831, output_fired_time: 1.0102941990, propagate_forward_time: 44.7639999390, propagate_backward_time: 68.0298538208, weight_update_time: 0.1364161223, other_time: 7.7133102417
epoch time: 10.5086536407s, input_fired_time: 0.1642022431, output_fired_time: 0.0000000000, propagate_forward_time: 8.8624906540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4819602966
validation[          , genome  6790] predictions:    9670/  10000 (96.70%), best:    9753/10000 (97.53%), error:      1066.82825, best error:       797.18787 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 123.4406127930s, input_fired_time: 1.5850979090, output_fired_time: 1.0272610188, propagate_forward_time: 44.9335212708, propagate_backward_time: 68.2309265137, weight_update_time: 0.1391196996, other_time: 7.6638031006
epoch time: 10.5791759491s, input_fired_time: 0.1651924998, output_fired_time: 0.0000000000, propagate_forward_time: 8.9324970245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4814863205
validation[          , genome  6790] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       894.11725, best error:       797.18787 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 124.6704254150s, input_fired_time: 1.5822026730, output_fired_time: 1.0373748541, propagate_forward_time: 45.2840576172, propagate_backward_time: 68.9577255249, weight_update_time: 0.1385226101, other_time: 7.8090667725
epoch time: 10.8718338013s, input_fired_time: 0.1717198044, output_fired_time: 0.0000000000, propagate_forward_time: 9.1696538925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5304603577
validation[          , genome  6790] predictions:    9699/  10000 (96.99%), best:    9753/10000 (97.53%), error:      1017.06812, best error:       797.18787 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 127.3828887939s, input_fired_time: 1.6516629457, output_fired_time: 1.0611325502, propagate_forward_time: 46.4413108826, propagate_backward_time: 70.2137832642, weight_update_time: 0.1445351243, other_time: 8.0149917603
epoch time: 10.6554489136s, input_fired_time: 0.1704444587, output_fired_time: 0.0000000000, propagate_forward_time: 9.0011806488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4838237762
validation[          , genome  6790] predictions:    9757/  10000 (97.57%), best:    9753/10000 (97.53%), error:       867.89581, best error:       797.18787 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 123.4478302002s, input_fired_time: 1.5698193312, output_fired_time: 1.0392807722, propagate_forward_time: 44.9836845398, propagate_backward_time: 68.0930633545, weight_update_time: 0.1381877214, other_time: 7.7619781494
epoch time: 10.9223070145s, input_fired_time: 0.1736164838, output_fired_time: 0.0000000000, propagate_forward_time: 9.1978969574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5507936478
validation[          , genome  6790] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       874.07050, best error:       797.18787 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 123.2210464478s, input_fired_time: 1.5776541233, output_fired_time: 1.1044936180, propagate_forward_time: 44.7101554871, propagate_backward_time: 68.1415710449, weight_update_time: 0.1380004734, other_time: 7.6871795654
epoch time: 10.5898790359s, input_fired_time: 0.1663402915, output_fired_time: 0.0000000000, propagate_forward_time: 8.9450216293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4785175323
validation[          , genome  6790] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       923.64862, best error:       797.18787 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 123.6867675781s, input_fired_time: 1.5663287640, output_fired_time: 1.0392776728, propagate_forward_time: 44.9394798279, propagate_backward_time: 68.4483337402, weight_update_time: 0.1375862360, other_time: 7.6933441162
epoch time: 10.5907726288s, input_fired_time: 0.1675427109, output_fired_time: 0.0000000000, propagate_forward_time: 8.9468679428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4763622284
validation[          , genome  6790] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       817.20312, best error:       797.18787 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 123.2965393066s, input_fired_time: 1.5609232187, output_fired_time: 1.0487340689, propagate_forward_time: 44.7240486145, propagate_backward_time: 68.2053985596, weight_update_time: 0.1379597485, other_time: 7.7574310303
epoch time: 10.8345804214s, input_fired_time: 0.1644410640, output_fired_time: 0.0000000000, propagate_forward_time: 9.1787309647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4914083481
validation[          , genome  6790] predictions:    9748/  10000 (97.48%), best:    9753/10000 (97.53%), error:       838.27899, best error:       797.18787 on epoch:    43, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 123.0600357056s, input_fired_time: 1.5521528721, output_fired_time: 1.0248838663, propagate_forward_time: 44.8441467285, propagate_backward_time: 67.9781875610, weight_update_time: 0.1382261366, other_time: 7.6606597900
epoch time: 10.6912794113s, input_fired_time: 0.1688089222, output_fired_time: 0.0000000000, propagate_forward_time: 9.0117988586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5106716156
validation[          , genome  6790] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       862.48346, best error:       797.18787 on epoch:    43, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 123.1366119385s, input_fired_time: 1.5515719652, output_fired_time: 1.0288954973, propagate_forward_time: 44.6019744873, propagate_backward_time: 68.1415863037, weight_update_time: 0.1377172619, other_time: 7.8125839233
epoch time: 10.6984119415s, input_fired_time: 0.1743273437, output_fired_time: 0.0000000000, propagate_forward_time: 9.0291175842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4949674606
validation[          , genome  6790] predictions:    9745/  10000 (97.45%), best:    9753/10000 (97.53%), error:       858.10168, best error:       797.18787 on epoch:    43, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 123.0568542480s, input_fired_time: 1.5667283535, output_fired_time: 1.0244500637, propagate_forward_time: 44.7784919739, propagate_backward_time: 67.8798828125, weight_update_time: 0.1382876337, other_time: 7.8072967529
epoch time: 10.6015405655s, input_fired_time: 0.1696145982, output_fired_time: 0.0000000000, propagate_forward_time: 8.9478769302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4840488434
validation[          , genome  6790] predictions:    9671/  10000 (96.71%), best:    9753/10000 (97.53%), error:      1100.00586, best error:       797.18787 on epoch:    43, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 122.9989471436s, input_fired_time: 1.5923033953, output_fired_time: 1.0216844082, propagate_forward_time: 44.7667732239, propagate_backward_time: 67.9446182251, weight_update_time: 0.1380901784, other_time: 7.6735763550
epoch time: 10.5984792709s, input_fired_time: 0.1674196869, output_fired_time: 0.0000000000, propagate_forward_time: 8.9395923615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4914674759
validation[          , genome  6790] predictions:    9756/  10000 (97.56%), best:    9753/10000 (97.53%), error:       843.85962, best error:       797.18787 on epoch:    43, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 123.3387527466s, input_fired_time: 1.6025694609, output_fired_time: 1.0350306034, propagate_forward_time: 44.8407478333, propagate_backward_time: 68.1643600464, weight_update_time: 0.1383193880, other_time: 7.6960372925
epoch time: 10.6195182800s, input_fired_time: 0.1648790538, output_fired_time: 0.0000000000, propagate_forward_time: 8.9617481232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4928913116
validation[          , genome  6790] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       850.08691, best error:       797.18787 on epoch:    43, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 123.5441589355s, input_fired_time: 1.5622013807, output_fired_time: 1.0313364267, propagate_forward_time: 44.9529418945, propagate_backward_time: 68.2435531616, weight_update_time: 0.1388272345, other_time: 7.7541275024
epoch time: 10.6851930618s, input_fired_time: 0.1706232280, output_fired_time: 0.0000000000, propagate_forward_time: 8.9961376190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5184326172
validation[          , genome  6790] predictions:    9734/  10000 (97.34%), best:    9753/10000 (97.53%), error:       859.06488, best error:       797.18787 on epoch:    43, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 123.1010284424s, input_fired_time: 1.5510168076, output_fired_time: 1.0945720673, propagate_forward_time: 44.7743606567, propagate_backward_time: 67.9447326660, weight_update_time: 0.1386008412, other_time: 7.7363433838
epoch time: 10.6850776672s, input_fired_time: 0.1662842184, output_fired_time: 0.0000000000, propagate_forward_time: 9.0276889801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4911041260
validation[          , genome  6790] predictions:    9676/  10000 (96.76%), best:    9753/10000 (97.53%), error:      1008.46686, best error:       797.18787 on epoch:    43, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 122.9232254028s, input_fired_time: 1.5553537607, output_fired_time: 1.0377497673, propagate_forward_time: 44.8763732910, propagate_backward_time: 67.7681961060, weight_update_time: 0.1380157322, other_time: 7.6855545044
epoch time: 10.4532260895s, input_fired_time: 0.1617083251, output_fired_time: 0.0000000000, propagate_forward_time: 8.8174047470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4741134644
validation[          , genome  6790] predictions:    9754/  10000 (97.54%), best:    9753/10000 (97.53%), error:       814.40515, best error:       797.18787 on epoch:    43, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 124.2471389771s, input_fired_time: 1.5769681931, output_fired_time: 1.0445261002, propagate_forward_time: 45.4065284729, propagate_backward_time: 68.4933853149, weight_update_time: 0.1385456175, other_time: 7.7257308960
epoch time: 10.5241127014s, input_fired_time: 0.1654551625, output_fired_time: 0.0000000000, propagate_forward_time: 8.8705873489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4880704880
validation[          , genome  6790] predictions:    9747/  10000 (97.47%), best:    9753/10000 (97.53%), error:       836.37317, best error:       797.18787 on epoch:    43, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 123.6600494385s, input_fired_time: 1.5808811188, output_fired_time: 1.0325146914, propagate_forward_time: 44.9508743286, propagate_backward_time: 68.2888336182, weight_update_time: 0.1378701627, other_time: 7.8069458008
epoch time: 10.8105564117s, input_fired_time: 0.1670089513, output_fired_time: 0.0000000000, propagate_forward_time: 8.9904203415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6531267166
validation[          , genome  6790] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       853.26868, best error:       797.18787 on epoch:    43, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 123.4284667969s, input_fired_time: 1.5757941008, output_fired_time: 1.0291788578, propagate_forward_time: 45.1599121094, propagate_backward_time: 67.9569549561, weight_update_time: 0.1384215504, other_time: 7.7066268921
epoch time: 10.5255594254s, input_fired_time: 0.1702023745, output_fired_time: 0.0000000000, propagate_forward_time: 8.8684558868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4869012833
validation[          , genome  6790] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       853.25494, best error:       797.18787 on epoch:    43, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 123.0814743042s, input_fired_time: 1.5823197365, output_fired_time: 1.0393401384, propagate_forward_time: 45.1478767395, propagate_backward_time: 67.6645050049, weight_update_time: 0.1382399499, other_time: 7.6474304199
epoch time: 10.7471704483s, input_fired_time: 0.1703322530, output_fired_time: 0.0000000000, propagate_forward_time: 9.0891618729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4876766205
validation[          , genome  6790] predictions:    9757/  10000 (97.57%), best:    9753/10000 (97.53%), error:       798.01752, best error:       797.18787 on epoch:    43, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 123.3759307861s, input_fired_time: 1.5599554777, output_fired_time: 1.0228551626, propagate_forward_time: 44.7937126160, propagate_backward_time: 68.2220764160, weight_update_time: 0.1374313235, other_time: 7.7773284912
epoch time: 10.6556186676s, input_fired_time: 0.1675411761, output_fired_time: 0.0000000000, propagate_forward_time: 8.9464139938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5416631699
validation[          , genome  6790] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       923.70264, best error:       797.18787 on epoch:    43, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 123.5847244263s, input_fired_time: 1.6010357141, output_fired_time: 1.0433452129, propagate_forward_time: 45.0809516907, propagate_backward_time: 68.0785293579, weight_update_time: 0.1373571754, other_time: 7.7808609009
epoch time: 10.8268795013s, input_fired_time: 0.1689973623, output_fired_time: 0.0000000000, propagate_forward_time: 9.0743436813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5835380554
validation[          , genome  6790] predictions:    9766/  10000 (97.66%), best:    9753/10000 (97.53%), error:       804.10126, best error:       797.18787 on epoch:    43, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 123.6179962158s, input_fired_time: 1.5631285906, output_fired_time: 1.0213751793, propagate_forward_time: 44.9609336853, propagate_backward_time: 68.2904739380, weight_update_time: 0.1371043473, other_time: 7.7820816040
epoch time: 10.4960803986s, input_fired_time: 0.1678800136, output_fired_time: 0.0000000000, propagate_forward_time: 8.8579607010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4702396393
validation[          , genome  6790] predictions:    9748/  10000 (97.48%), best:    9753/10000 (97.53%), error:       860.76392, best error:       797.18787 on epoch:    43, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 123.8338775635s, input_fired_time: 1.5671191216, output_fired_time: 1.0310606956, propagate_forward_time: 44.8634452820, propagate_backward_time: 68.4738693237, weight_update_time: 0.1378722638, other_time: 7.8983840942
epoch time: 10.5397224426s, input_fired_time: 0.1627350301, output_fired_time: 0.0000000000, propagate_forward_time: 8.8850088120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4919786453
validation[          , genome  6790] predictions:    9688/  10000 (96.88%), best:    9753/10000 (97.53%), error:      1065.70520, best error:       797.18787 on epoch:    43, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 123.2189865112s, input_fired_time: 1.5992656946, output_fired_time: 1.0180673599, propagate_forward_time: 44.6913299561, propagate_backward_time: 68.1992111206, weight_update_time: 0.1373012364, other_time: 7.7111129761
epoch time: 10.5982894897s, input_fired_time: 0.1672337204, output_fired_time: 0.0000000000, propagate_forward_time: 8.9495172501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4815387726
validation[          , genome  6790] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       885.83496, best error:       797.18787 on epoch:    43, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 123.4776306152s, input_fired_time: 1.5684633255, output_fired_time: 1.0215307474, propagate_forward_time: 44.9444847107, propagate_backward_time: 68.1821670532, weight_update_time: 0.1544161886, other_time: 7.7609786987
epoch time: 10.6886205673s, input_fired_time: 0.1714772880, output_fired_time: 0.0000000000, propagate_forward_time: 9.0182828903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4988603592
validation[          , genome  6790] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       852.48785, best error:       797.18787 on epoch:    43, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 123.2654113770s, input_fired_time: 1.5953876972, output_fired_time: 1.0221433640, propagate_forward_time: 44.8843574524, propagate_backward_time: 68.1019744873, weight_update_time: 0.1379072368, other_time: 7.6615447998
epoch time: 10.6487064362s, input_fired_time: 0.1724724770, output_fired_time: 0.0000000000, propagate_forward_time: 8.9975357056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4786987305
validation[          , genome  6790] predictions:    9664/  10000 (96.64%), best:    9753/10000 (97.53%), error:      1123.45312, best error:       797.18787 on epoch:    43, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 123.4068374634s, input_fired_time: 1.5806710720, output_fired_time: 1.0238708258, propagate_forward_time: 44.8537635803, propagate_backward_time: 68.1831741333, weight_update_time: 0.1370796710, other_time: 7.7653579712
epoch time: 10.5640783310s, input_fired_time: 0.1692790538, output_fired_time: 0.0000000000, propagate_forward_time: 8.8716726303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5231266022
validation[          , genome  6790] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       861.75574, best error:       797.18787 on epoch:    43, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 123.2404327393s, input_fired_time: 1.5838245153, output_fired_time: 1.0496206284, propagate_forward_time: 45.0176391602, propagate_backward_time: 67.9210205078, weight_update_time: 0.1383777410, other_time: 7.6683273315
epoch time: 10.6229295731s, input_fired_time: 0.1797126979, output_fired_time: 0.0000000000, propagate_forward_time: 8.9545707703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4886465073
validation[          , genome  6790] predictions:    9694/  10000 (96.94%), best:    9753/10000 (97.53%), error:      1058.96021, best error:       797.18787 on epoch:    43, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 123.9627685547s, input_fired_time: 1.6063321829, output_fired_time: 1.0441547632, propagate_forward_time: 45.4317398071, propagate_backward_time: 68.1070251465, weight_update_time: 0.1381358653, other_time: 7.7735214233
epoch time: 10.7842063904s, input_fired_time: 0.1720501482, output_fired_time: 0.0000000000, propagate_forward_time: 9.0998973846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5122585297
validation[          , genome  6790] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       875.13037, best error:       797.18787 on epoch:    43, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 124.1084365845s, input_fired_time: 1.6320953369, output_fired_time: 1.0514979362, propagate_forward_time: 45.1946945190, propagate_backward_time: 68.4108963013, weight_update_time: 0.1382765174, other_time: 7.8192520142
epoch time: 10.6975574493s, input_fired_time: 0.1699032485, output_fired_time: 0.0000000000, propagate_forward_time: 9.0371322632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4905223846
validation[          , genome  6790] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       895.13129, best error:       797.18787 on epoch:    43, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 123.7043533325s, input_fired_time: 1.5768634081, output_fired_time: 1.0341777802, propagate_forward_time: 45.1368980408, propagate_backward_time: 68.1289215088, weight_update_time: 0.1377629489, other_time: 7.8274841309
epoch time: 10.7645511627s, input_fired_time: 0.1820237339, output_fired_time: 0.0000000000, propagate_forward_time: 9.0828657150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4996614456
validation[          , genome  6790] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       792.32178, best error:       792.32178 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 123.4284362793s, input_fired_time: 1.6017833948, output_fired_time: 1.0474374294, propagate_forward_time: 44.9654197693, propagate_backward_time: 68.1298065186, weight_update_time: 0.1375584453, other_time: 7.6839904785
epoch time: 10.5213127136s, input_fired_time: 0.1661744118, output_fired_time: 0.0000000000, propagate_forward_time: 8.7979660034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5571727753
validation[          , genome  6790] predictions:    9688/  10000 (96.88%), best:    9775/10000 (97.75%), error:       984.77795, best error:       792.32178 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 124.3257980347s, input_fired_time: 1.6014499664, output_fired_time: 1.0622700453, propagate_forward_time: 45.2237854004, propagate_backward_time: 68.5965423584, weight_update_time: 0.1387826502, other_time: 7.8417510986
epoch time: 10.6350107193s, input_fired_time: 0.1715632528, output_fired_time: 0.0000000000, propagate_forward_time: 8.9772129059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4862346649
validation[          , genome  6790] predictions:    9724/  10000 (97.24%), best:    9775/10000 (97.75%), error:       897.80646, best error:       792.32178 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 123.0911483765s, input_fired_time: 1.5711350441, output_fired_time: 1.0169394016, propagate_forward_time: 44.9319305420, propagate_backward_time: 67.8598327637, weight_update_time: 0.1374585181, other_time: 7.7113113403
epoch time: 10.6681451797s, input_fired_time: 0.1753166765, output_fired_time: 0.0000000000, propagate_forward_time: 8.9702825546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5225458145
validation[          , genome  6790] predictions:    9693/  10000 (96.93%), best:    9775/10000 (97.75%), error:      1066.87158, best error:       792.32178 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 123.5942001343s, input_fired_time: 1.5894401073, output_fired_time: 1.0268547535, propagate_forward_time: 45.1772804260, propagate_backward_time: 68.0941696167, weight_update_time: 0.1383381188, other_time: 7.7064590454
epoch time: 10.5666456223s, input_fired_time: 0.1660429090, output_fired_time: 0.0000000000, propagate_forward_time: 8.9212751389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4793272018
validation[          , genome  6790] predictions:    9685/  10000 (96.85%), best:    9775/10000 (97.75%), error:      1020.81744, best error:       792.32178 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 124.0621490479s, input_fired_time: 1.6152900457, output_fired_time: 1.0330023766, propagate_forward_time: 45.0486907959, propagate_backward_time: 68.5478744507, weight_update_time: 0.1375184059, other_time: 7.8172912598
epoch time: 10.6696233749s, input_fired_time: 0.1684215963, output_fired_time: 0.0000000000, propagate_forward_time: 9.0145959854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4866056442
validation[          , genome  6790] predictions:    9677/  10000 (96.77%), best:    9775/10000 (97.75%), error:      1019.80713, best error:       792.32178 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 124.1559524536s, input_fired_time: 1.5947519541, output_fired_time: 1.0493639708, propagate_forward_time: 45.1380500793, propagate_backward_time: 68.6450576782, weight_update_time: 0.1462973803, other_time: 7.7287368774
epoch time: 10.7352390289s, input_fired_time: 0.1750837415, output_fired_time: 0.0000000000, propagate_forward_time: 9.0514745712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5086803436
validation[          , genome  6790] predictions:    9741/  10000 (97.41%), best:    9775/10000 (97.75%), error:       845.27094, best error:       792.32178 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 124.5831375122s, input_fired_time: 1.6123158932, output_fired_time: 1.0959519148, propagate_forward_time: 45.5287475586, propagate_backward_time: 68.5304641724, weight_update_time: 0.1381011903, other_time: 7.8156585693
epoch time: 10.5966415405s, input_fired_time: 0.1704514176, output_fired_time: 0.0000000000, propagate_forward_time: 8.9428014755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4833889008
validation[          , genome  6790] predictions:    9711/  10000 (97.11%), best:    9775/10000 (97.75%), error:       923.98639, best error:       792.32178 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 124.0662078857s, input_fired_time: 1.6140847206, output_fired_time: 1.0325418711, propagate_forward_time: 45.0033416748, propagate_backward_time: 68.6189270020, weight_update_time: 0.1383208632, other_time: 7.7973175049
epoch time: 10.6117382050s, input_fired_time: 0.1804403812, output_fired_time: 0.0000000000, propagate_forward_time: 8.9176063538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5136919022
validation[          , genome  6790] predictions:    9731/  10000 (97.31%), best:    9775/10000 (97.75%), error:       887.84344, best error:       792.32178 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 123.2079391479s, input_fired_time: 1.5696413517, output_fired_time: 1.0199036598, propagate_forward_time: 44.7520027161, propagate_backward_time: 68.1508331299, weight_update_time: 0.1380002499, other_time: 7.7155609131
epoch time: 10.6556291580s, input_fired_time: 0.1671119183, output_fired_time: 0.0000000000, propagate_forward_time: 8.9736776352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5148391724
validation[          , genome  6790] predictions:    9735/  10000 (97.35%), best:    9775/10000 (97.75%), error:       879.73047, best error:       792.32178 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 123.5981903076s, input_fired_time: 1.5902358294, output_fired_time: 1.0427082777, propagate_forward_time: 44.9371109009, propagate_backward_time: 68.2072448730, weight_update_time: 0.1382709742, other_time: 7.8208923340
epoch time: 10.6540184021s, input_fired_time: 0.1677362770, output_fired_time: 0.0000000000, propagate_forward_time: 8.9820966721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5041856766
validation[          , genome  6790] predictions:    9641/  10000 (96.41%), best:    9775/10000 (97.75%), error:      1104.64539, best error:       792.32178 on epoch:    90, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 53.4271202087s, input_fired_time: 0.8778462410, output_fired_time: 0.0000000000, propagate_forward_time: 44.9739685059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5753059387
best training[          , genome  6790] predictions:   49615/  50000 (99.23%), best:    9775/10000 (97.75%), error:      1669.63684, best error:       792.32178 on epoch:    90, 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: 11.1309022903s, input_fired_time: 0.1742121130, output_fired_time: 0.0000000000, propagate_forward_time: 9.2016181946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7550716400
   testing[          , genome  6790] predictions:    9769/  10000 (97.69%), best:    9775/10000 (97.75%), error:       720.46643, best error:       792.32178 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:49:17 (21283): called boinc_finish(0)

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