Nameexact_genome_1512568488_45_7144_0
Workunit2606991
Created8 Dec 2017, 0:10:38 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline16 Dec 2017, 2:27:00 UTC
Received8 Dec 2017, 14:32:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time3 hours 28 min 30 sec
CPU time3 hours 5 min 5 sec
Validate stateValid
Credit2,023.32
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.46 MB
Peak swap size158.55 MB
Peak disk usage2.10 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072132111
validation[          , genome  7144] predictions:    9727/  10000 (97.27%), best:    9752/10000 (97.52%), error:       932.81329, best error:       867.15448 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 93.5901184082s, input_fired_time: 1.1165635586, output_fired_time: 0.8940389752, propagate_forward_time: 34.0297889709, propagate_backward_time: 55.2680625916, weight_update_time: 0.1242847517, other_time: 2.2816696167
epoch time: 7.1558451653s, input_fired_time: 0.1314180493, output_fired_time: 0.0000000000, propagate_forward_time: 6.6263041496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981227875
validation[          , genome  7144] predictions:    9686/  10000 (96.86%), best:    9752/10000 (97.52%), error:      1026.85327, best error:       867.15448 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 100.5114440918s, input_fired_time: 1.1618849039, output_fired_time: 0.9504973888, propagate_forward_time: 36.9049301147, propagate_backward_time: 59.0960693359, weight_update_time: 0.1317215562, other_time: 2.3980560303
epoch time: 8.4689970016s, input_fired_time: 0.1459114552, output_fired_time: 0.0000000000, propagate_forward_time: 7.8784041405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446816444
validation[          , genome  7144] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       855.86005, best error:       855.86005 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 138.5175323486s, input_fired_time: 1.4917460680, output_fired_time: 1.0593849421, propagate_forward_time: 51.8782196045, propagate_backward_time: 80.7464752197, weight_update_time: 0.1444433630, other_time: 3.3417053223
epoch time: 14.1193180084s, input_fired_time: 0.1713873893, output_fired_time: 0.0000000000, propagate_forward_time: 13.4274454117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204849243
validation[          , genome  7144] predictions:    9697/  10000 (96.97%), best:    9738/10000 (97.38%), error:       932.36786, best error:       855.86005 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 160.5862274170s, input_fired_time: 2.0383491516, output_fired_time: 1.3633638620, propagate_forward_time: 59.7457885742, propagate_backward_time: 93.4689102173, weight_update_time: 0.1519661844, other_time: 3.9698257446
epoch time: 12.9493122101s, input_fired_time: 0.1602994055, output_fired_time: 0.0000000000, propagate_forward_time: 12.3005084991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885044098
validation[          , genome  7144] predictions:    9664/  10000 (96.64%), best:    9738/10000 (97.38%), error:      1011.20654, best error:       855.86005 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 158.0799255371s, input_fired_time: 1.7790580988, output_fired_time: 1.5996565819, propagate_forward_time: 57.1488151550, propagate_backward_time: 94.3597717285, weight_update_time: 0.1514951885, other_time: 3.1926269531
epoch time: 12.0707740784s, input_fired_time: 0.1534405202, output_fired_time: 0.0000000000, propagate_forward_time: 11.1986818314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7186517715
validation[          , genome  7144] predictions:    9739/  10000 (97.39%), best:    9738/10000 (97.38%), error:       858.80261, best error:       855.86005 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 150.7954711914s, input_fired_time: 1.4935408831, output_fired_time: 1.5576300621, propagate_forward_time: 52.7602310181, propagate_backward_time: 92.1341705322, weight_update_time: 0.1448483318, other_time: 2.8498916626
epoch time: 11.9268436432s, input_fired_time: 0.1521348357, output_fired_time: 0.0000000000, propagate_forward_time: 11.3109359741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637727737
validation[          , genome  7144] predictions:    9695/  10000 (96.95%), best:    9738/10000 (97.38%), error:       939.52899, best error:       855.86005 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 155.2576904297s, input_fired_time: 2.0150837898, output_fired_time: 2.0840628147, propagate_forward_time: 58.8416709900, propagate_backward_time: 89.1676330566, weight_update_time: 0.1485680044, other_time: 3.1492309570
epoch time: 14.3896970749s, input_fired_time: 0.1749002337, output_fired_time: 0.0000000000, propagate_forward_time: 13.4382648468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7765321732
validation[          , genome  7144] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       827.16620, best error:       827.16620 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 152.0574951172s, input_fired_time: 1.7553176880, output_fired_time: 1.8193970919, propagate_forward_time: 57.0089111328, propagate_backward_time: 87.5943450928, weight_update_time: 0.1460458636, other_time: 3.8795318604
epoch time: 12.1899070740s, input_fired_time: 0.1545341462, output_fired_time: 0.0000000000, propagate_forward_time: 11.0640459061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9713268280
validation[          , genome  7144] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       800.05933, best error:       800.05933 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 147.4328002930s, input_fired_time: 1.7308101654, output_fired_time: 1.5366774797, propagate_forward_time: 55.5395164490, propagate_backward_time: 85.2986145020, weight_update_time: 0.1425192356, other_time: 3.3271789551
epoch time: 14.0181646347s, input_fired_time: 0.1703951657, output_fired_time: 0.0000000000, propagate_forward_time: 13.0817565918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7660131454
validation[          , genome  7144] predictions:    9696/  10000 (96.96%), best:    9761/10000 (97.61%), error:       959.09698, best error:       800.05933 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 155.2635192871s, input_fired_time: 1.2680678368, output_fired_time: 1.3314120770, propagate_forward_time: 59.1629753113, propagate_backward_time: 90.1049575806, weight_update_time: 0.3983787000, other_time: 3.3961105347
epoch time: 11.9646492004s, input_fired_time: 0.1531604528, output_fired_time: 0.0000000000, propagate_forward_time: 11.3460969925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653921127
validation[          , genome  7144] predictions:    9727/  10000 (97.27%), best:    9761/10000 (97.61%), error:       892.16455, best error:       800.05933 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 151.8919982910s, input_fired_time: 1.5059357882, output_fired_time: 1.3149994612, propagate_forward_time: 56.4985847473, propagate_backward_time: 89.4561462402, weight_update_time: 0.1462046355, other_time: 3.1163330078
epoch time: 12.9168176651s, input_fired_time: 0.4116285145, output_fired_time: 0.0000000000, propagate_forward_time: 11.7685031891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7366857529
validation[          , genome  7144] predictions:    9639/  10000 (96.39%), best:    9761/10000 (97.61%), error:      1129.82642, best error:       800.05933 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 157.1862945557s, input_fired_time: 1.7835173607, output_fired_time: 1.0998903513, propagate_forward_time: 59.3154945374, propagate_backward_time: 91.5642395020, weight_update_time: 0.1498147994, other_time: 3.4231567383
epoch time: 14.3528013229s, input_fired_time: 0.1752018631, output_fired_time: 0.0000000000, propagate_forward_time: 13.4004058838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7771940231
validation[          , genome  7144] predictions:    9775/  10000 (97.75%), best:    9761/10000 (97.61%), error:       803.68878, best error:       800.05933 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 142.6689147949s, input_fired_time: 1.4813475609, output_fired_time: 2.5326247215, propagate_forward_time: 53.5625915527, propagate_backward_time: 82.2945556641, weight_update_time: 0.1417968273, other_time: 2.7977905273
epoch time: 8.6359033585s, input_fired_time: 0.1483593434, output_fired_time: 0.0000000000, propagate_forward_time: 8.0404615402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470825195
validation[          , genome  7144] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       840.64935, best error:       800.05933 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 100.2694396973s, input_fired_time: 1.1683573723, output_fired_time: 0.9486098886, propagate_forward_time: 36.8060913086, propagate_backward_time: 58.9616241455, weight_update_time: 0.1311255991, other_time: 2.3847579956
epoch time: 6.7678632736s, input_fired_time: 0.1274043769, output_fired_time: 0.0000000000, propagate_forward_time: 6.2550048828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854541779
validation[          , genome  7144] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       812.73590, best error:       800.05933 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 100.3965148926s, input_fired_time: 1.1708807945, output_fired_time: 0.9538810253, propagate_forward_time: 36.8337135315, propagate_backward_time: 59.0571327209, weight_update_time: 0.1310759187, other_time: 2.3809051514
epoch time: 6.3257651329s, input_fired_time: 0.1225546822, output_fired_time: 0.0000000000, propagate_forward_time: 5.8301110268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730993271
validation[          , genome  7144] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       844.54022, best error:       800.05933 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 96.5764541626s, input_fired_time: 1.1474431753, output_fired_time: 0.9224982858, propagate_forward_time: 35.2013626099, propagate_backward_time: 56.9809837341, weight_update_time: 0.1271677613, other_time: 2.3241615295
epoch time: 6.7946152687s, input_fired_time: 0.1275974363, output_fired_time: 0.0000000000, propagate_forward_time: 6.2799348831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870830536
validation[          , genome  7144] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       853.47620, best error:       800.05933 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 94.8459167480s, input_fired_time: 1.1357171535, output_fired_time: 0.9054402709, propagate_forward_time: 34.5309410095, propagate_backward_time: 55.9715461731, weight_update_time: 0.1257234514, other_time: 2.3022689819
epoch time: 7.2608137131s, input_fired_time: 0.1336431652, output_fired_time: 0.0000000000, propagate_forward_time: 6.7256627083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015078545
validation[          , genome  7144] predictions:    9739/  10000 (97.39%), best:    9761/10000 (97.61%), error:       811.18927, best error:       800.05933 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 92.8287658691s, input_fired_time: 1.1233700514, output_fired_time: 0.8891970515, propagate_forward_time: 33.7331008911, propagate_backward_time: 54.8201713562, weight_update_time: 0.1232556477, other_time: 2.2629280090
epoch time: 6.0679898262s, input_fired_time: 0.1194196641, output_fired_time: 0.0000000000, propagate_forward_time: 5.5866322517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619379997
validation[          , genome  7144] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       758.27722, best error:       758.27722 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 105.5196762085s, input_fired_time: 1.6395199299, output_fired_time: 0.9096288681, propagate_forward_time: 38.5194587708, propagate_backward_time: 61.8933448792, weight_update_time: 0.1258821189, other_time: 2.5577201843
epoch time: 10.0274648666s, input_fired_time: 0.1373834163, output_fired_time: 0.0000000000, propagate_forward_time: 9.2225532532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6675281525
validation[          , genome  7144] predictions:    9732/  10000 (97.32%), best:    9764/10000 (97.64%), error:       893.73798, best error:       758.27722 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 134.2821960449s, input_fired_time: 1.9426351786, output_fired_time: 1.2043541670, propagate_forward_time: 49.5446128845, propagate_backward_time: 78.1779937744, weight_update_time: 0.1325397044, other_time: 3.4125823975
epoch time: 9.7038984299s, input_fired_time: 0.1332581639, output_fired_time: 0.0000000000, propagate_forward_time: 9.1657581329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048824310
validation[          , genome  7144] predictions:    9719/  10000 (97.19%), best:    9764/10000 (97.64%), error:       931.38062, best error:       758.27722 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 131.0916595459s, input_fired_time: 1.6594842672, output_fired_time: 0.9325912595, propagate_forward_time: 48.1568222046, propagate_backward_time: 77.9774475098, weight_update_time: 0.1298163682, other_time: 2.3653182983
epoch time: 11.7289104462s, input_fired_time: 0.4043838978, output_fired_time: 0.0000000000, propagate_forward_time: 10.8603334427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641933441
validation[          , genome  7144] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       832.02478, best error:       758.27722 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 141.9067687988s, input_fired_time: 1.7120290995, output_fired_time: 1.2523645163, propagate_forward_time: 54.0371437073, propagate_backward_time: 81.9182815552, weight_update_time: 0.1380944550, other_time: 2.9869461060
epoch time: 10.6668367386s, input_fired_time: 0.1454910785, output_fired_time: 0.0000000000, propagate_forward_time: 10.0858516693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354944229
validation[          , genome  7144] predictions:    9640/  10000 (96.40%), best:    9764/10000 (97.64%), error:      1114.85461, best error:       758.27722 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 146.3243560791s, input_fired_time: 1.4825440645, output_fired_time: 1.2759728432, propagate_forward_time: 55.3822326660, propagate_backward_time: 84.3901443481, weight_update_time: 0.1411045045, other_time: 3.7934646606
epoch time: 13.2734527588s, input_fired_time: 0.4157548547, output_fired_time: 0.0000000000, propagate_forward_time: 12.3590364456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986610413
validation[          , genome  7144] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       848.57782, best error:       758.27722 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 137.2196655273s, input_fired_time: 1.4385223389, output_fired_time: 0.9726637602, propagate_forward_time: 50.8218116760, propagate_backward_time: 81.5527343750, weight_update_time: 0.1340752840, other_time: 2.4339447021
epoch time: 10.8688077927s, input_fired_time: 0.3961295485, output_fired_time: 0.0000000000, propagate_forward_time: 10.0373945236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352836609
validation[          , genome  7144] predictions:    9690/  10000 (96.90%), best:    9764/10000 (97.64%), error:       999.48499, best error:       758.27722 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 134.2793426514s, input_fired_time: 1.1770884991, output_fired_time: 1.2055406570, propagate_forward_time: 50.6841735840, propagate_backward_time: 78.5570297241, weight_update_time: 0.1321465373, other_time: 2.6555099487
epoch time: 8.7469701767s, input_fired_time: 0.1253385097, output_fired_time: 0.0000000000, propagate_forward_time: 7.4896640778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1319675446
validation[          , genome  7144] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       756.10474, best error:       756.10474 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 140.6616668701s, input_fired_time: 1.4613890648, output_fired_time: 1.4884645939, propagate_forward_time: 55.3276939392, propagate_backward_time: 78.8998260498, weight_update_time: 0.3872083724, other_time: 3.4842834473
epoch time: 10.5923404694s, input_fired_time: 0.1446390897, output_fired_time: 0.0000000000, propagate_forward_time: 10.0137624741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339389801
validation[          , genome  7144] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       728.27637, best error:       728.27637 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 136.6145019531s, input_fired_time: 1.9397211075, output_fired_time: 1.9685541391, propagate_forward_time: 49.1172409058, propagate_backward_time: 80.6625747681, weight_update_time: 0.1332662255, other_time: 2.9264068604
epoch time: 13.7175531387s, input_fired_time: 0.1698032171, output_fired_time: 0.0000000000, propagate_forward_time: 12.7913370132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7564125061
validation[          , genome  7144] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       834.08374, best error:       728.27637 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 155.6753540039s, input_fired_time: 1.7811075449, output_fired_time: 1.5900812149, propagate_forward_time: 57.8481674194, propagate_backward_time: 91.0487823486, weight_update_time: 0.1489274800, other_time: 3.4072036743
epoch time: 11.8126573563s, input_fired_time: 0.1537737846, output_fired_time: 0.0000000000, propagate_forward_time: 10.9503746033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7085094452
validation[          , genome  7144] predictions:    9756/  10000 (97.56%), best:    9768/10000 (97.68%), error:       759.71802, best error:       728.27637 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 147.6128540039s, input_fired_time: 2.2443230152, output_fired_time: 1.5372949839, propagate_forward_time: 53.9076614380, propagate_backward_time: 85.8484420776, weight_update_time: 0.3932343423, other_time: 4.0751342773
epoch time: 12.4529151917s, input_fired_time: 0.1599972695, output_fired_time: 0.0000000000, propagate_forward_time: 11.8135681152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793500900
validation[          , genome  7144] predictions:    9746/  10000 (97.46%), best:    9768/10000 (97.68%), error:       809.00946, best error:       728.27637 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 150.4644012451s, input_fired_time: 1.7586495876, output_fired_time: 1.3020333052, propagate_forward_time: 56.3458251953, propagate_backward_time: 88.2006378174, weight_update_time: 0.1456148326, other_time: 2.8572540283
epoch time: 12.5525074005s, input_fired_time: 0.1623478681, output_fired_time: 0.0000000000, propagate_forward_time: 11.9077291489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824304581
validation[          , genome  7144] predictions:    9726/  10000 (97.26%), best:    9768/10000 (97.68%), error:       899.84088, best error:       728.27637 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 142.6244659424s, input_fired_time: 1.9763411283, output_fired_time: 2.0064847469, propagate_forward_time: 52.9957809448, propagate_backward_time: 83.1322784424, weight_update_time: 0.1391589493, other_time: 2.5135879517
epoch time: 13.0964431763s, input_fired_time: 0.1651772410, output_fired_time: 0.0000000000, propagate_forward_time: 12.1883049011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7429609299
validation[          , genome  7144] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       721.74390, best error:       721.74390 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 158.2841491699s, input_fired_time: 2.0474686623, output_fired_time: 1.1014436483, propagate_forward_time: 56.9346046448, propagate_backward_time: 94.7644577026, weight_update_time: 0.1504516751, other_time: 3.4361801147
epoch time: 13.2256193161s, input_fired_time: 0.1678939611, output_fired_time: 0.0000000000, propagate_forward_time: 12.0604677200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9972572327
validation[          , genome  7144] predictions:    9751/  10000 (97.51%), best:    9775/10000 (97.75%), error:       825.91400, best error:       721.74390 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 160.3502044678s, input_fired_time: 1.3085813522, output_fired_time: 1.3690445423, propagate_forward_time: 58.3349723816, propagate_backward_time: 95.6241836548, weight_update_time: 0.1523865163, other_time: 3.7134170532
epoch time: 12.4231958389s, input_fired_time: 0.1619095802, output_fired_time: 0.0000000000, propagate_forward_time: 11.5332593918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7280263901
validation[          , genome  7144] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       707.02045, best error:       707.02045 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 163.2259826660s, input_fired_time: 1.8229662180, output_fired_time: 1.6367229223, propagate_forward_time: 61.1144409180, propagate_backward_time: 94.4039306641, weight_update_time: 0.1547044218, other_time: 4.2479248047
epoch time: 12.7095193863s, input_fired_time: 0.6615844965, output_fired_time: 0.0000000000, propagate_forward_time: 11.3162107468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7317237854
validation[          , genome  7144] predictions:    9767/  10000 (97.67%), best:    9792/10000 (97.92%), error:       755.97864, best error:       707.02045 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 165.1694335938s, input_fired_time: 1.8307554722, output_fired_time: 1.3979951143, propagate_forward_time: 60.1491928101, propagate_backward_time: 98.2720870972, weight_update_time: 0.1567831784, other_time: 3.5194091797
epoch time: 12.4300012589s, input_fired_time: 0.4110282958, output_fired_time: 0.0000000000, propagate_forward_time: 11.2902946472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7286787033
validation[          , genome  7144] predictions:    9775/  10000 (97.75%), best:    9792/10000 (97.92%), error:       727.35681, best error:       707.02045 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 152.9305419922s, input_fired_time: 1.5532705784, output_fired_time: 1.6098943949, propagate_forward_time: 58.3937950134, propagate_backward_time: 87.6809692383, weight_update_time: 0.1513273120, other_time: 3.6926116943
epoch time: 8.2128963470s, input_fired_time: 0.1462033093, output_fired_time: 0.0000000000, propagate_forward_time: 7.6328015327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338917732
validation[          , genome  7144] predictions:    9752/  10000 (97.52%), best:    9792/10000 (97.92%), error:       832.84064, best error:       707.02045 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.9437637329s, input_fired_time: 1.2277736664, output_fired_time: 1.0105259418, propagate_forward_time: 39.7584304810, propagate_backward_time: 63.4616088867, weight_update_time: 0.1381682456, other_time: 2.4854202271
epoch time: 8.4136724472s, input_fired_time: 0.1494253576, output_fired_time: 0.0000000000, propagate_forward_time: 7.8262042999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380426407
validation[          , genome  7144] predictions:    9765/  10000 (97.65%), best:    9792/10000 (97.92%), error:       794.68591, best error:       707.02045 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 106.6248245239s, input_fired_time: 1.2187956572, output_fired_time: 0.9950736761, propagate_forward_time: 39.1949577332, propagate_backward_time: 62.7328453064, weight_update_time: 0.1381441653, other_time: 2.4831581116
epoch time: 8.4738779068s, input_fired_time: 0.1498851329, output_fired_time: 0.0000000000, propagate_forward_time: 7.8832216263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407711029
validation[          , genome  7144] predictions:    9761/  10000 (97.61%), best:    9792/10000 (97.92%), error:       763.70117, best error:       707.02045 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 106.0860443115s, input_fired_time: 1.2161445618, output_fired_time: 0.9992201924, propagate_forward_time: 39.0039482117, propagate_backward_time: 62.4187240601, weight_update_time: 0.1354658455, other_time: 2.4480056763
epoch time: 7.6443924904s, input_fired_time: 0.1414584965, output_fired_time: 0.0000000000, propagate_forward_time: 7.0900354385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128985405
validation[          , genome  7144] predictions:    9767/  10000 (97.67%), best:    9792/10000 (97.92%), error:       742.43762, best error:       707.02045 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 105.1937408447s, input_fired_time: 1.2138609886, output_fired_time: 0.9889264107, propagate_forward_time: 38.8142013550, propagate_backward_time: 61.7370529175, weight_update_time: 0.1351330429, other_time: 2.4396972656
epoch time: 7.9038071632s, input_fired_time: 0.1442473978, output_fired_time: 0.0000000000, propagate_forward_time: 7.3370232582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225363731
validation[          , genome  7144] predictions:    9778/  10000 (97.78%), best:    9792/10000 (97.92%), error:       721.73993, best error:       707.02045 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 102.1737060547s, input_fired_time: 1.1950514317, output_fired_time: 0.9645668268, propagate_forward_time: 37.5123977661, propagate_backward_time: 60.1234855652, weight_update_time: 0.1307943314, other_time: 2.3782005310
epoch time: 7.1871833801s, input_fired_time: 0.1366999298, output_fired_time: 0.0000000000, propagate_forward_time: 6.6532011032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972821236
validation[          , genome  7144] predictions:    9770/  10000 (97.70%), best:    9792/10000 (97.92%), error:       753.04291, best error:       707.02045 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 101.2396697998s, input_fired_time: 1.1888213158, output_fired_time: 0.9539789557, propagate_forward_time: 37.1287040710, propagate_backward_time: 59.5943946838, weight_update_time: 0.1309710294, other_time: 2.3737716675
epoch time: 7.7365398407s, input_fired_time: 0.1431634873, output_fired_time: 0.0000000000, propagate_forward_time: 7.1749348640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184412956
validation[          , genome  7144] predictions:    9769/  10000 (97.69%), best:    9792/10000 (97.92%), error:       782.10815, best error:       707.02045 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 101.8368377686s, input_fired_time: 1.1946483850, output_fired_time: 0.9617407322, propagate_forward_time: 37.3400497437, propagate_backward_time: 59.9516677856, weight_update_time: 0.1315290481, other_time: 2.3887329102
epoch time: 7.3787550926s, input_fired_time: 0.1393546909, output_fired_time: 0.0000000000, propagate_forward_time: 6.8377823830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016180038
validation[          , genome  7144] predictions:    9746/  10000 (97.46%), best:    9792/10000 (97.92%), error:       820.92279, best error:       707.02045 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 101.1758651733s, input_fired_time: 1.1910198927, output_fired_time: 0.9563636780, propagate_forward_time: 37.2026214600, propagate_backward_time: 59.4402923584, weight_update_time: 0.1312987357, other_time: 2.3855743408
epoch time: 6.2889995575s, input_fired_time: 0.1267357022, output_fired_time: 0.0000000000, propagate_forward_time: 5.7936220169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686418533
validation[          , genome  7144] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       701.04840, best error:       701.04840 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 96.9240188599s, input_fired_time: 1.1622197628, output_fired_time: 0.9204163551, propagate_forward_time: 35.3100700378, propagate_backward_time: 57.2215766907, weight_update_time: 0.1267725527, other_time: 2.3097381592
epoch time: 8.4938755035s, input_fired_time: 0.1525377631, output_fired_time: 0.0000000000, propagate_forward_time: 7.9035677910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377703667
validation[          , genome  7144] predictions:    9752/  10000 (97.52%), best:    9784/10000 (97.84%), error:       816.16693, best error:       701.04840 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 99.8215866089s, input_fired_time: 1.1837319136, output_fired_time: 0.9436733127, propagate_forward_time: 36.5318603516, propagate_backward_time: 58.8037490845, weight_update_time: 0.1298143417, other_time: 2.3585739136
epoch time: 6.5346312523s, input_fired_time: 0.1285508275, output_fired_time: 0.0000000000, propagate_forward_time: 6.0293974876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766827583
validation[          , genome  7144] predictions:    9766/  10000 (97.66%), best:    9784/10000 (97.84%), error:       791.85870, best error:       701.04840 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 94.3687133789s, input_fired_time: 1.1482807398, output_fired_time: 0.8990375400, propagate_forward_time: 34.3447723389, propagate_backward_time: 55.6999435425, weight_update_time: 0.1242509186, other_time: 2.2766799927
epoch time: 8.2338438034s, input_fired_time: 0.1485165507, output_fired_time: 0.0000000000, propagate_forward_time: 7.6553058624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300212860
validation[          , genome  7144] predictions:    9770/  10000 (97.70%), best:    9784/10000 (97.84%), error:       779.18481, best error:       701.04840 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 99.7411804199s, input_fired_time: 1.1858420372, output_fired_time: 0.9440413117, propagate_forward_time: 36.5575790405, propagate_backward_time: 58.7037963867, weight_update_time: 0.1292823553, other_time: 2.3499221802
epoch time: 8.0039815903s, input_fired_time: 0.1464310735, output_fired_time: 0.0000000000, propagate_forward_time: 7.4333791733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241714478
validation[          , genome  7144] predictions:    9766/  10000 (97.66%), best:    9784/10000 (97.84%), error:       733.39258, best error:       701.04840 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 97.4222717285s, input_fired_time: 1.1689803600, output_fired_time: 0.9247660637, propagate_forward_time: 35.5632514954, propagate_backward_time: 57.4466247559, weight_update_time: 0.1272092462, other_time: 2.3186454773
epoch time: 6.8070030212s, input_fired_time: 0.1330339164, output_fired_time: 0.0000000000, propagate_forward_time: 6.2876043320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863649368
validation[          , genome  7144] predictions:    9777/  10000 (97.77%), best:    9784/10000 (97.84%), error:       727.83014, best error:       701.04840 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 97.7227859497s, input_fired_time: 1.1732672453, output_fired_time: 0.9263470769, propagate_forward_time: 35.7219619751, propagate_backward_time: 57.5829544067, weight_update_time: 0.1272246689, other_time: 2.3182601929
epoch time: 7.8855099678s, input_fired_time: 0.1453411281, output_fired_time: 0.0000000000, propagate_forward_time: 7.3185682297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216008186
validation[          , genome  7144] predictions:    9746/  10000 (97.46%), best:    9784/10000 (97.84%), error:       830.75262, best error:       701.04840 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 98.1849441528s, input_fired_time: 1.1726559401, output_fired_time: 0.9307016134, propagate_forward_time: 35.8578567505, propagate_backward_time: 57.8851928711, weight_update_time: 0.1277330667, other_time: 2.3385391235
epoch time: 8.5241222382s, input_fired_time: 0.1527809948, output_fired_time: 0.0000000000, propagate_forward_time: 7.9286375046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427042007
validation[          , genome  7144] predictions:    9785/  10000 (97.85%), best:    9784/10000 (97.84%), error:       709.77917, best error:       701.04840 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 100.8169097900s, input_fired_time: 1.1933243275, output_fired_time: 0.9529463649, propagate_forward_time: 36.8315849304, propagate_backward_time: 59.4674682617, weight_update_time: 0.1306391805, other_time: 2.3715858459
epoch time: 6.2986021042s, input_fired_time: 0.1265774965, output_fired_time: 0.0000000000, propagate_forward_time: 5.8023600578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696646690
validation[          , genome  7144] predictions:    9776/  10000 (97.76%), best:    9784/10000 (97.84%), error:       761.40796, best error:       701.04840 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 100.7767562866s, input_fired_time: 1.1920168400, output_fired_time: 0.9551359415, propagate_forward_time: 36.8813476563, propagate_backward_time: 59.3721656799, weight_update_time: 0.1310611516, other_time: 2.3760871887
epoch time: 7.9485292435s, input_fired_time: 0.1463287175, output_fired_time: 0.0000000000, propagate_forward_time: 7.3783450127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238553047
validation[          , genome  7144] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       670.28333, best error:       670.28333 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 103.8048171997s, input_fired_time: 1.2099416256, output_fired_time: 0.9777210951, propagate_forward_time: 38.1524734497, propagate_backward_time: 61.0447731018, weight_update_time: 0.1335166693, other_time: 2.4199104309
epoch time: 8.5432224274s, input_fired_time: 0.1521650702, output_fired_time: 0.0000000000, propagate_forward_time: 7.9462943077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447627068
validation[          , genome  7144] predictions:    9763/  10000 (97.63%), best:    9793/10000 (97.93%), error:       738.82520, best error:       670.28333 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 101.8262252808s, input_fired_time: 1.2013763189, output_fired_time: 0.9675698280, propagate_forward_time: 37.3444862366, propagate_backward_time: 59.9262695313, weight_update_time: 0.1319990605, other_time: 2.3865242004
epoch time: 8.5011367798s, input_fired_time: 0.1523959935, output_fired_time: 0.0000000000, propagate_forward_time: 7.9092073441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395332336
validation[          , genome  7144] predictions:    9763/  10000 (97.63%), best:    9793/10000 (97.93%), error:       798.46362, best error:       670.28333 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 96.9670333862s, input_fired_time: 1.1732394695, output_fired_time: 0.9199251533, propagate_forward_time: 35.4697189331, propagate_backward_time: 57.0827140808, weight_update_time: 0.1268068701, other_time: 2.3214378357
epoch time: 7.9143657684s, input_fired_time: 0.1468934566, output_fired_time: 0.0000000000, propagate_forward_time: 7.3445968628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228754044
validation[          , genome  7144] predictions:    9796/  10000 (97.96%), best:    9793/10000 (97.93%), error:       687.00079, best error:       670.28333 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 96.0580062866s, input_fired_time: 1.1681282520, output_fired_time: 0.9175247550, propagate_forward_time: 35.0103530884, propagate_backward_time: 56.6647262573, weight_update_time: 0.1256798655, other_time: 2.2972717285
epoch time: 6.2134509087s, input_fired_time: 0.1274842769, output_fired_time: 0.0000000000, propagate_forward_time: 5.7201719284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657946587
validation[          , genome  7144] predictions:    9777/  10000 (97.77%), best:    9793/10000 (97.93%), error:       698.03137, best error:       670.28333 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 100.1860122681s, input_fired_time: 1.1948142052, output_fired_time: 0.9479395747, propagate_forward_time: 36.7629776001, propagate_backward_time: 58.9124183655, weight_update_time: 0.1302459538, other_time: 2.3678627014
epoch time: 7.4998121262s, input_fired_time: 0.1435643882, output_fired_time: 0.0000000000, propagate_forward_time: 6.9488301277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074177742
validation[          , genome  7144] predictions:    9780/  10000 (97.80%), best:    9793/10000 (97.93%), error:       721.23114, best error:       670.28333 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 99.6614303589s, input_fired_time: 1.1900365353, output_fired_time: 0.9436768293, propagate_forward_time: 36.4796562195, propagate_backward_time: 58.6911506653, weight_update_time: 0.1295875460, other_time: 2.3569107056
epoch time: 7.8273615837s, input_fired_time: 0.1451270878, output_fired_time: 0.0000000000, propagate_forward_time: 7.2613239288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209103584
validation[          , genome  7144] predictions:    9778/  10000 (97.78%), best:    9793/10000 (97.93%), error:       738.50677, best error:       670.28333 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 98.0746307373s, input_fired_time: 1.1822478771, output_fired_time: 0.9335486293, propagate_forward_time: 35.9007492065, propagate_backward_time: 57.7197990417, weight_update_time: 0.1283162832, other_time: 2.3382835388
epoch time: 7.1965293884s, input_fired_time: 0.1380075961, output_fired_time: 0.0000000000, propagate_forward_time: 6.6587738991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997478485
validation[          , genome  7144] predictions:    9775/  10000 (97.75%), best:    9793/10000 (97.93%), error:       758.01434, best error:       670.28333 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 95.8500671387s, input_fired_time: 1.1692966223, output_fired_time: 0.9116406441, propagate_forward_time: 34.9529037476, propagate_backward_time: 56.5172805786, weight_update_time: 0.1256354004, other_time: 2.2989425659
epoch time: 7.3006572723s, input_fired_time: 0.1397678703, output_fired_time: 0.0000000000, propagate_forward_time: 6.7578940392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029955864
validation[          , genome  7144] predictions:    9754/  10000 (97.54%), best:    9793/10000 (97.93%), error:       779.12653, best error:       670.28333 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 111.3943481445s, input_fired_time: 1.1730284691, output_fired_time: 1.4182726145, propagate_forward_time: 40.9699363708, propagate_backward_time: 65.5002365112, weight_update_time: 0.1275814325, other_time: 2.3328781128
epoch time: 11.1793375015s, input_fired_time: 0.1524083167, output_fired_time: 0.0000000000, propagate_forward_time: 10.5816450119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452838898
validation[          , genome  7144] predictions:    9771/  10000 (97.71%), best:    9793/10000 (97.93%), error:       756.79803, best error:       670.28333 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 148.6701965332s, input_fired_time: 1.2699285746, output_fired_time: 1.0396410227, propagate_forward_time: 55.6055831909, propagate_backward_time: 87.9274597168, weight_update_time: 0.1434782296, other_time: 2.8275833130
epoch time: 10.2608156204s, input_fired_time: 0.1453297734, output_fired_time: 0.0000000000, propagate_forward_time: 9.4417314529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6737546921
validation[          , genome  7144] predictions:    9758/  10000 (97.58%), best:    9793/10000 (97.93%), error:       752.07501, best error:       670.28333 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 140.7536621094s, input_fired_time: 2.2305202484, output_fired_time: 1.7379635572, propagate_forward_time: 53.5187225342, propagate_backward_time: 80.0382843018, weight_update_time: 0.1369291395, other_time: 3.2281799316
epoch time: 9.2098798752s, input_fired_time: 0.3857056499, output_fired_time: 0.0000000000, propagate_forward_time: 8.1778450012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463289261
validation[          , genome  7144] predictions:    9749/  10000 (97.49%), best:    9793/10000 (97.93%), error:       819.91681, best error:       670.28333 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 125.2308807373s, input_fired_time: 1.6591699123, output_fired_time: 0.8917436600, propagate_forward_time: 46.4780006409, propagate_backward_time: 72.4019012451, weight_update_time: 0.3752942383, other_time: 3.8000640869
epoch time: 9.0475797653s, input_fired_time: 0.1337579638, output_fired_time: 0.0000000000, propagate_forward_time: 8.5247507095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890714645
validation[          , genome  7144] predictions:    9769/  10000 (97.69%), best:    9793/10000 (97.93%), error:       755.79010, best error:       670.28333 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 122.2906875610s, input_fired_time: 2.1464512348, output_fired_time: 0.8759517670, propagate_forward_time: 42.7522697449, propagate_backward_time: 74.0016403198, weight_update_time: 0.1228024065, other_time: 2.5143661499
epoch time: 10.3879556656s, input_fired_time: 0.3967335522, output_fired_time: 0.0000000000, propagate_forward_time: 9.5633783340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278440475
validation[          , genome  7144] predictions:    9682/  10000 (96.82%), best:    9793/10000 (97.93%), error:      1046.42419, best error:       670.28333 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 120.4140243530s, input_fired_time: 1.1380429268, output_fired_time: 1.3645640612, propagate_forward_time: 43.4365234375, propagate_backward_time: 71.2306823730, weight_update_time: 0.1213709339, other_time: 3.2442092896
epoch time: 10.0259323120s, input_fired_time: 0.1446262598, output_fired_time: 0.0000000000, propagate_forward_time: 9.4669284821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143772125
validation[          , genome  7144] predictions:    9776/  10000 (97.76%), best:    9793/10000 (97.93%), error:       723.95856, best error:       670.28333 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 133.3050384521s, input_fired_time: 1.6977589130, output_fired_time: 0.9470741749, propagate_forward_time: 47.8785438538, propagate_backward_time: 79.6443328857, weight_update_time: 0.1309780926, other_time: 3.1373443604
epoch time: 8.4848947525s, input_fired_time: 0.1312311590, output_fired_time: 0.0000000000, propagate_forward_time: 7.9744315147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792319298
validation[          , genome  7144] predictions:    9779/  10000 (97.79%), best:    9793/10000 (97.93%), error:       718.99506, best error:       670.28333 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 136.3308715820s, input_fired_time: 1.7140172720, output_fired_time: 0.9644661546, propagate_forward_time: 49.6379241943, propagate_backward_time: 81.3338241577, weight_update_time: 0.1336728036, other_time: 2.6806411743
epoch time: 9.0558776855s, input_fired_time: 0.1352391690, output_fired_time: 0.0000000000, propagate_forward_time: 8.5289335251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917045593
validation[          , genome  7144] predictions:    9767/  10000 (97.67%), best:    9793/10000 (97.93%), error:       713.09320, best error:       670.28333 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 113.8302764893s, input_fired_time: 1.1548098326, output_fired_time: 0.8882510662, propagate_forward_time: 40.0591812134, propagate_backward_time: 68.4505233765, weight_update_time: 0.1239160374, other_time: 3.2775115967
epoch time: 7.2593011856s, input_fired_time: 0.1390981674, output_fired_time: 0.0000000000, propagate_forward_time: 6.7206034660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995995522
validation[          , genome  7144] predictions:    9776/  10000 (97.76%), best:    9793/10000 (97.93%), error:       695.74017, best error:       670.28333 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 91.3856353760s, input_fired_time: 1.1428405046, output_fired_time: 0.8762617111, propagate_forward_time: 33.1434555054, propagate_backward_time: 53.9900932312, weight_update_time: 0.1214896664, other_time: 2.2329902649
epoch time: 6.0690331459s, input_fired_time: 0.1251915246, output_fired_time: 0.0000000000, propagate_forward_time: 5.5827465057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610949516
validation[          , genome  7144] predictions:    9795/  10000 (97.95%), best:    9793/10000 (97.93%), error:       730.86755, best error:       670.28333 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 79.6181259155s, input_fired_time: 1.0701266527, output_fired_time: 0.7750651836, propagate_forward_time: 28.3192195892, propagate_backward_time: 47.3988227844, weight_update_time: 0.1095081940, other_time: 2.0548896790
epoch time: 7.8958764076s, input_fired_time: 0.1472697705, output_fired_time: 0.0000000000, propagate_forward_time: 7.3285379410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200687408
validation[          , genome  7144] predictions:    9602/  10000 (96.02%), best:    9793/10000 (97.93%), error:      1303.31384, best error:       670.28333 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 94.7505187988s, input_fired_time: 1.1661014557, output_fired_time: 0.8978212476, propagate_forward_time: 34.4619750977, propagate_backward_time: 55.9425468445, weight_update_time: 0.1247208863, other_time: 2.2820777893
epoch time: 6.8064923286s, input_fired_time: 0.1353676617, output_fired_time: 0.0000000000, propagate_forward_time: 6.2854394913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856849670
validation[          , genome  7144] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       806.35248, best error:       670.28333 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 88.0167083740s, input_fired_time: 1.1281461716, output_fired_time: 0.8466173410, propagate_forward_time: 31.7610511780, propagate_backward_time: 52.1018257141, weight_update_time: 0.1180008352, other_time: 2.1790695190
epoch time: 8.9792890549s, input_fired_time: 0.1599624604, output_fired_time: 0.0000000000, propagate_forward_time: 8.3643732071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549531937
validation[          , genome  7144] predictions:    9781/  10000 (97.81%), best:    9793/10000 (97.93%), error:       729.84760, best error:       670.28333 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 83.9134674072s, input_fired_time: 1.0994318724, output_fired_time: 0.8105723858, propagate_forward_time: 30.0434017181, propagate_backward_time: 49.8464584351, weight_update_time: 0.1135919318, other_time: 2.1136016846
epoch time: 6.8355131149s, input_fired_time: 0.1365422010, output_fired_time: 0.0000000000, propagate_forward_time: 6.3129687309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860020638
validation[          , genome  7144] predictions:    9779/  10000 (97.79%), best:    9793/10000 (97.93%), error:       714.65845, best error:       670.28333 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 93.8683624268s, input_fired_time: 1.1643291712, output_fired_time: 0.8954743147, propagate_forward_time: 34.1509284973, propagate_backward_time: 55.3857078552, weight_update_time: 0.1242851838, other_time: 2.2719192505
epoch time: 8.2726774216s, input_fired_time: 0.1532950699, output_fired_time: 0.0000000000, propagate_forward_time: 7.6877832413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315986633
validation[          , genome  7144] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       770.01318, best error:       670.28333 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 90.9364242554s, input_fired_time: 1.1457281113, output_fired_time: 0.8704505563, propagate_forward_time: 32.9285011292, propagate_backward_time: 53.7697448730, weight_update_time: 0.1208665296, other_time: 2.2219963074
epoch time: 7.2876505852s, input_fired_time: 0.1412716210, output_fired_time: 0.0000000000, propagate_forward_time: 6.7440533638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023256302
validation[          , genome  7144] predictions:    9780/  10000 (97.80%), best:    9793/10000 (97.93%), error:       694.87378, best error:       670.28333 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 85.6121978760s, input_fired_time: 1.1085346937, output_fired_time: 0.8236487508, propagate_forward_time: 30.7483482361, propagate_backward_time: 50.7872161865, weight_update_time: 0.1154131293, other_time: 2.1444511414
epoch time: 7.1850066185s, input_fired_time: 0.1391707957, output_fired_time: 0.0000000000, propagate_forward_time: 6.6461362839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996996880
validation[          , genome  7144] predictions:    9770/  10000 (97.70%), best:    9793/10000 (97.93%), error:       752.26672, best error:       670.28333 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 90.8047943115s, input_fired_time: 1.1437280178, output_fired_time: 0.8697158098, propagate_forward_time: 32.8568801880, propagate_backward_time: 53.7150421143, weight_update_time: 0.1205081940, other_time: 2.2194290161
epoch time: 8.9508867264s, input_fired_time: 0.1609332114, output_fired_time: 0.0000000000, propagate_forward_time: 8.3337574005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561958313
validation[          , genome  7144] predictions:    9756/  10000 (97.56%), best:    9793/10000 (97.93%), error:       795.97040, best error:       670.28333 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 87.5910339355s, input_fired_time: 1.1264178753, output_fired_time: 0.8408108354, propagate_forward_time: 31.5988407135, propagate_backward_time: 51.8533439636, weight_update_time: 0.1171058938, other_time: 2.1716194153
epoch time: 6.0705208778s, input_fired_time: 0.1270766705, output_fired_time: 0.0000000000, propagate_forward_time: 5.5828795433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605647087
validation[          , genome  7144] predictions:    9763/  10000 (97.63%), best:    9793/10000 (97.93%), error:       769.08093, best error:       670.28333 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.9624633789s, input_fired_time: 1.1479249001, output_fired_time: 0.8711398244, propagate_forward_time: 32.9244194031, propagate_backward_time: 53.8018455505, weight_update_time: 0.1206628382, other_time: 2.2171325684
epoch time: 7.6235346794s, input_fired_time: 0.1458679140, output_fired_time: 0.0000000000, propagate_forward_time: 7.0658078194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118590355
validation[          , genome  7144] predictions:    9769/  10000 (97.69%), best:    9793/10000 (97.93%), error:       769.19556, best error:       670.28333 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 95.2128982544s, input_fired_time: 1.1748485565, output_fired_time: 0.9079948664, propagate_forward_time: 34.6532516479, propagate_backward_time: 56.1915130615, weight_update_time: 0.1253060997, other_time: 2.2852859497
epoch time: 8.0912542343s, input_fired_time: 0.1510335654, output_fired_time: 0.0000000000, propagate_forward_time: 7.5128908157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273300171
validation[          , genome  7144] predictions:    9753/  10000 (97.53%), best:    9793/10000 (97.93%), error:       818.30414, best error:       670.28333 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 83.6287994385s, input_fired_time: 1.1004955769, output_fired_time: 0.8087369204, propagate_forward_time: 29.9205417633, propagate_backward_time: 49.6865844727, weight_update_time: 0.1129914224, other_time: 2.1124420166
epoch time: 7.5399560928s, input_fired_time: 0.1441378295, output_fired_time: 0.0000000000, propagate_forward_time: 6.9883713722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074468613
validation[          , genome  7144] predictions:    9769/  10000 (97.69%), best:    9793/10000 (97.93%), error:       786.21283, best error:       670.28333 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 88.2193222046s, input_fired_time: 1.1327955723, output_fired_time: 0.8482655287, propagate_forward_time: 31.8297138214, propagate_backward_time: 52.2274055481, weight_update_time: 0.1177520081, other_time: 2.1811408997
epoch time: 7.5503678322s, input_fired_time: 0.1448121816, output_fired_time: 0.0000000000, propagate_forward_time: 6.9942793846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112763405
validation[          , genome  7144] predictions:    9761/  10000 (97.61%), best:    9793/10000 (97.93%), error:       762.75903, best error:       670.28333 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 81.0254211426s, input_fired_time: 1.0872230530, output_fired_time: 0.7874806523, propagate_forward_time: 28.8617267609, propagate_backward_time: 48.2215919495, weight_update_time: 0.1105096638, other_time: 2.0674018860
epoch time: 6.1196236610s, input_fired_time: 0.1278216988, output_fired_time: 0.0000000000, propagate_forward_time: 5.6297302246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620715141
validation[          , genome  7144] predictions:    9765/  10000 (97.65%), best:    9793/10000 (97.93%), error:       796.34967, best error:       670.28333 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 82.6664199829s, input_fired_time: 1.0991413593, output_fired_time: 0.8005022407, propagate_forward_time: 29.5624198914, propagate_backward_time: 49.1096839905, weight_update_time: 0.1120354757, other_time: 2.0946731567
epoch time: 7.9374151230s, input_fired_time: 0.1504166275, output_fired_time: 0.0000000000, propagate_forward_time: 7.3647246361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222736359
validation[          , genome  7144] predictions:    9781/  10000 (97.81%), best:    9793/10000 (97.93%), error:       697.72400, best error:       670.28333 on epoch:    67, 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: 33.3520584106s, input_fired_time: 0.6618810296, output_fired_time: 0.0000000000, propagate_forward_time: 30.7249507904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9652271271
best training[          , genome  7144] predictions:   49693/  50000 (99.39%), best:    9793/10000 (97.93%), error:      1245.77063, best error:       670.28333 on epoch:    67, 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: 7.5191555023s, input_fired_time: 0.1403786987, output_fired_time: 0.0000000000, propagate_forward_time: 6.9729967117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057803154
   testing[          , genome  7144] predictions:    9812/  10000 (98.12%), best:    9793/10000 (97.93%), error:       636.47711, best error:       670.28333 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:22:23 (3296): called boinc_finish(0)

</stderr_txt>
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