Nameexact_genome_1512568488_41_5382_1
Workunit2598214
Created7 Dec 2017, 14:34:18 UTC
Sent7 Dec 2017, 14:38:17 UTC
Report deadline15 Dec 2017, 17:49:43 UTC
Received7 Dec 2017, 22:30:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 17 min 6 sec
CPU time2 hours 17 min 2 sec
Validate stateValid
Credit2,033.24
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.24 MB
Peak swap size152.22 MB
Peak disk usage1.12 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
8, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 74.4944610596s, input_fired_time: 0.9141480327, output_fired_time: 0.5504809022, propagate_forward_time: 28.8312225342, propagate_backward_time: 42.3034324646, weight_update_time: 0.0766218826, other_time: 1.8951759338
epoch time: 6.1548748016s, input_fired_time: 0.0950986147, output_fired_time: 0.0000000000, propagate_forward_time: 5.7386260033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211503029
validation[          , genome  5382] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       990.35486, best error:       990.35486 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 75.0277862549s, input_fired_time: 0.9214016199, output_fired_time: 0.5547618270, propagate_forward_time: 29.0513668060, propagate_backward_time: 42.6014518738, weight_update_time: 0.0771926343, other_time: 1.8987998962
epoch time: 6.1604571342s, input_fired_time: 0.0954008996, output_fired_time: 0.0000000000, propagate_forward_time: 5.7428526878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222036362
validation[          , genome  5382] predictions:    9631/  10000 (96.31%), best:    9703/10000 (97.03%), error:      1213.65295, best error:       990.35486 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 75.2999420166s, input_fired_time: 0.9184324145, output_fired_time: 0.5537469387, propagate_forward_time: 29.1944561005, propagate_backward_time: 42.7750053406, weight_update_time: 0.0774324313, other_time: 1.8582954407
epoch time: 6.1467332840s, input_fired_time: 0.0965317637, output_fired_time: 0.0000000000, propagate_forward_time: 5.7382507324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119506836
validation[          , genome  5382] predictions:    9672/  10000 (96.72%), best:    9703/10000 (97.03%), error:      1041.98926, best error:       990.35486 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 74.5810699463s, input_fired_time: 0.9164522290, output_fired_time: 0.5500232577, propagate_forward_time: 28.8910007477, propagate_backward_time: 42.3673057556, weight_update_time: 0.0769303367, other_time: 1.8562889099
epoch time: 6.1408205032s, input_fired_time: 0.0940907970, output_fired_time: 0.0000000000, propagate_forward_time: 5.7365031242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102264404
validation[          , genome  5382] predictions:    9694/  10000 (96.94%), best:    9703/10000 (97.03%), error:      1031.79102, best error:       990.35486 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 74.1321640015s, input_fired_time: 0.9149197340, output_fired_time: 0.5473024845, propagate_forward_time: 28.7134475708, propagate_backward_time: 42.1360321045, weight_update_time: 0.0763550997, other_time: 1.8204650879
epoch time: 6.1430897713s, input_fired_time: 0.0967859775, output_fired_time: 0.0000000000, propagate_forward_time: 5.7367420197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095617294
validation[          , genome  5382] predictions:    9604/  10000 (96.04%), best:    9703/10000 (97.03%), error:      1301.08606, best error:       990.35486 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 74.3115921021s, input_fired_time: 0.9214388132, output_fired_time: 0.5478126407, propagate_forward_time: 28.7692184448, propagate_backward_time: 42.2384147644, weight_update_time: 0.0764849931, other_time: 1.8347053528
epoch time: 6.2132616043s, input_fired_time: 0.0995161757, output_fired_time: 0.0000000000, propagate_forward_time: 5.7899537086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3237915039
validation[          , genome  5382] predictions:    9688/  10000 (96.88%), best:    9703/10000 (97.03%), error:      1031.14758, best error:       990.35486 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 74.1987609863s, input_fired_time: 0.9264409542, output_fired_time: 0.5507626534, propagate_forward_time: 28.7236461639, propagate_backward_time: 42.1327705383, weight_update_time: 0.0779711232, other_time: 1.8651390076
epoch time: 6.1520180702s, input_fired_time: 0.0994862318, output_fired_time: 0.0000000000, propagate_forward_time: 5.7382435799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142881393
validation[          , genome  5382] predictions:    9526/  10000 (95.26%), best:    9703/10000 (97.03%), error:      1558.85046, best error:       990.35486 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 74.2133712769s, input_fired_time: 0.9311785698, output_fired_time: 0.5500218868, propagate_forward_time: 28.7188911438, propagate_backward_time: 42.1287460327, weight_update_time: 0.0777233914, other_time: 1.8845405579
epoch time: 6.1523780823s, input_fired_time: 0.0972684249, output_fired_time: 0.0000000000, propagate_forward_time: 5.7394022942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157072067
validation[          , genome  5382] predictions:    9641/  10000 (96.41%), best:    9703/10000 (97.03%), error:      1183.54163, best error:       990.35486 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 76.6914978027s, input_fired_time: 0.9401622415, output_fired_time: 0.5644957423, propagate_forward_time: 29.7231540680, propagate_backward_time: 43.5320358276, weight_update_time: 0.0790057182, other_time: 1.9316482544
epoch time: 6.7099213600s, input_fired_time: 0.1022987142, output_fired_time: 0.0000000000, propagate_forward_time: 6.2635607719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440618515
validation[          , genome  5382] predictions:    9683/  10000 (96.83%), best:    9703/10000 (97.03%), error:      1038.69678, best error:       990.35486 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 74.6848602295s, input_fired_time: 0.9339663386, output_fired_time: 0.5515604019, propagate_forward_time: 28.9221744537, propagate_backward_time: 42.3773498535, weight_update_time: 0.0782881752, other_time: 1.8998107910
epoch time: 6.4202070236s, input_fired_time: 0.1026521474, output_fired_time: 0.0000000000, propagate_forward_time: 5.9805402756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370146751
validation[          , genome  5382] predictions:    9694/  10000 (96.94%), best:    9703/10000 (97.03%), error:      1035.47607, best error:       990.35486 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 75.6568145752s, input_fired_time: 0.9353200793, output_fired_time: 0.5585764050, propagate_forward_time: 29.3619060516, propagate_backward_time: 42.9176139832, weight_update_time: 0.0782034323, other_time: 1.8833961487
epoch time: 6.1454386711s, input_fired_time: 0.0977896899, output_fired_time: 0.0000000000, propagate_forward_time: 5.7381806374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094682693
validation[          , genome  5382] predictions:    9676/  10000 (96.76%), best:    9703/10000 (97.03%), error:      1141.60828, best error:       990.35486 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 74.7773971558s, input_fired_time: 0.9306797981, output_fired_time: 0.5525218844, propagate_forward_time: 28.9624423981, propagate_backward_time: 42.4910850525, weight_update_time: 0.0765632614, other_time: 1.8406715393
epoch time: 6.1386938095s, input_fired_time: 0.0968458652, output_fired_time: 0.0000000000, propagate_forward_time: 5.7353844643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064637184
validation[          , genome  5382] predictions:    9689/  10000 (96.89%), best:    9703/10000 (97.03%), error:      1004.14429, best error:       990.35486 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 76.7282867432s, input_fired_time: 0.9397811294, output_fired_time: 0.5618878007, propagate_forward_time: 29.8136444092, propagate_backward_time: 43.5696105957, weight_update_time: 0.0786615014, other_time: 1.8433609009
epoch time: 6.2253475189s, input_fired_time: 0.1008875594, output_fired_time: 0.0000000000, propagate_forward_time: 5.8056516647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188080788
validation[          , genome  5382] predictions:    9692/  10000 (96.92%), best:    9703/10000 (97.03%), error:      1013.56201, best error:       990.35486 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 74.1670761108s, input_fired_time: 0.9271233082, output_fired_time: 0.5464374423, propagate_forward_time: 28.7162857056, propagate_backward_time: 42.1852760315, weight_update_time: 0.0756877363, other_time: 1.7919502258
epoch time: 6.1408095360s, input_fired_time: 0.0971083641, output_fired_time: 0.0000000000, propagate_forward_time: 5.7368645668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068366051
validation[          , genome  5382] predictions:    9650/  10000 (96.50%), best:    9703/10000 (97.03%), error:      1217.52600, best error:       990.35486 on epoch:    14, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 74.1588211060s, input_fired_time: 0.9291808605, output_fired_time: 0.5474097729, propagate_forward_time: 28.7446975708, propagate_backward_time: 42.1469078064, weight_update_time: 0.0758718774, other_time: 1.7906227112
epoch time: 6.1554803848s, input_fired_time: 0.0980974212, output_fired_time: 0.0000000000, propagate_forward_time: 5.7498188019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075642586
validation[          , genome  5382] predictions:    9659/  10000 (96.59%), best:    9703/10000 (97.03%), error:      1083.42578, best error:       990.35486 on epoch:    14, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 74.2473144531s, input_fired_time: 0.9315727949, output_fired_time: 0.5483183265, propagate_forward_time: 28.7445411682, propagate_backward_time: 42.2141723633, weight_update_time: 0.0760916248, other_time: 1.8087120056
epoch time: 6.2015933990s, input_fired_time: 0.1064162329, output_fired_time: 0.0000000000, propagate_forward_time: 5.7780823708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170948029
validation[          , genome  5382] predictions:    9622/  10000 (96.22%), best:    9703/10000 (97.03%), error:      1192.74731, best error:       990.35486 on epoch:    14, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 74.2583694458s, input_fired_time: 0.9323473573, output_fired_time: 0.5484004617, propagate_forward_time: 28.7345638275, propagate_backward_time: 42.1703453064, weight_update_time: 0.0764295533, other_time: 1.8727073669
epoch time: 6.1545019150s, input_fired_time: 0.0992289931, output_fired_time: 0.0000000000, propagate_forward_time: 5.7364087105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188643456
validation[          , genome  5382] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       872.01715, best error:       872.01715 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 75.3446502686s, input_fired_time: 0.9480237365, output_fired_time: 0.5573146939, propagate_forward_time: 29.1772346497, propagate_backward_time: 42.7521476746, weight_update_time: 0.0776495785, other_time: 1.9099349976
epoch time: 6.1643128395s, input_fired_time: 0.0999178737, output_fired_time: 0.0000000000, propagate_forward_time: 5.7428817749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215131760
validation[          , genome  5382] predictions:    9725/  10000 (97.25%), best:    9721/10000 (97.21%), error:       945.07910, best error:       872.01715 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 74.5479278564s, input_fired_time: 0.9377675653, output_fired_time: 0.5509290099, propagate_forward_time: 28.8885593414, propagate_backward_time: 42.3252487183, weight_update_time: 0.0760983229, other_time: 1.8454284668
epoch time: 6.1659741402s, input_fired_time: 0.0982924923, output_fired_time: 0.0000000000, propagate_forward_time: 5.7533459663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3143358231
validation[          , genome  5382] predictions:    9725/  10000 (97.25%), best:    9721/10000 (97.21%), error:       931.70093, best error:       872.01715 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 75.5552825928s, input_fired_time: 0.9374268651, output_fired_time: 0.5546580553, propagate_forward_time: 29.2627716064, propagate_backward_time: 43.0001373291, weight_update_time: 0.0760124400, other_time: 1.8002929688
epoch time: 6.1816635132s, input_fired_time: 0.0999846309, output_fired_time: 0.0000000000, propagate_forward_time: 5.7685990334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130798340
validation[          , genome  5382] predictions:    9732/  10000 (97.32%), best:    9721/10000 (97.21%), error:       883.62720, best error:       872.01715 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 74.4137954712s, input_fired_time: 0.9288928509, output_fired_time: 0.5508678555, propagate_forward_time: 28.8431854248, propagate_backward_time: 42.3108749390, weight_update_time: 0.0757616237, other_time: 1.7799758911
epoch time: 6.1542201042s, input_fired_time: 0.0995207578, output_fired_time: 0.0000000000, propagate_forward_time: 5.7464942932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082051277
validation[          , genome  5382] predictions:    9676/  10000 (96.76%), best:    9721/10000 (97.21%), error:      1018.24951, best error:       872.01715 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 75.0059127808s, input_fired_time: 0.9374734163, output_fired_time: 0.5522425175, propagate_forward_time: 29.0738010406, propagate_backward_time: 42.6532821655, weight_update_time: 0.0770012885, other_time: 1.7891082764
epoch time: 6.1388268471s, input_fired_time: 0.0983787775, output_fired_time: 0.0000000000, propagate_forward_time: 5.7346839905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3057641983
validation[          , genome  5382] predictions:    9706/  10000 (97.06%), best:    9721/10000 (97.21%), error:       921.84192, best error:       872.01715 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 77.0439147949s, input_fired_time: 0.9638510942, output_fired_time: 0.5696980953, propagate_forward_time: 29.8300476074, propagate_backward_time: 43.8068885803, weight_update_time: 0.0818340555, other_time: 1.8734321594
epoch time: 6.4740347862s, input_fired_time: 0.1084926277, output_fired_time: 0.0000000000, propagate_forward_time: 6.0310120583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345298767
validation[          , genome  5382] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       812.56274, best error:       812.56274 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 78.3306045532s, input_fired_time: 0.9677736759, output_fired_time: 0.5770131946, propagate_forward_time: 30.3654651642, propagate_backward_time: 44.5307769775, weight_update_time: 0.0820879340, other_time: 1.8895797729
epoch time: 6.2052736282s, input_fired_time: 0.1015973017, output_fired_time: 0.0000000000, propagate_forward_time: 5.7894630432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142132759
validation[          , genome  5382] predictions:    9572/  10000 (95.72%), best:    9740/10000 (97.40%), error:      1421.60156, best error:       812.56274 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 79.1141815186s, input_fired_time: 0.9672139287, output_fired_time: 0.5787531137, propagate_forward_time: 30.7522621155, propagate_backward_time: 44.9540023804, weight_update_time: 0.0796098113, other_time: 1.8619499207
epoch time: 6.1515054703s, input_fired_time: 0.0979056060, output_fired_time: 0.0000000000, propagate_forward_time: 5.7490792274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3045206070
validation[          , genome  5382] predictions:    9707/  10000 (97.07%), best:    9740/10000 (97.40%), error:       936.99420, best error:       812.56274 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 78.2240447998s, input_fired_time: 0.9503614902, output_fired_time: 0.5724143386, propagate_forward_time: 30.3822326660, propagate_backward_time: 44.4584350586, weight_update_time: 0.0796480924, other_time: 1.8606033325
epoch time: 6.1409568787s, input_fired_time: 0.0981469005, output_fired_time: 0.0000000000, propagate_forward_time: 5.7355089188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073010445
validation[          , genome  5382] predictions:    9758/  10000 (97.58%), best:    9740/10000 (97.40%), error:       821.23676, best error:       812.56274 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 74.6560058594s, input_fired_time: 0.9312869310, output_fired_time: 0.5503565669, propagate_forward_time: 28.9603748322, propagate_backward_time: 42.4402999878, weight_update_time: 0.0754338801, other_time: 1.7736892700
epoch time: 6.3686227798s, input_fired_time: 0.1011074930, output_fired_time: 0.0000000000, propagate_forward_time: 5.9524164200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3150987625
validation[          , genome  5382] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       807.85913, best error:       807.85913 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 74.0631637573s, input_fired_time: 0.9282159805, output_fired_time: 0.5450468659, propagate_forward_time: 28.7077484131, propagate_backward_time: 42.1463088989, weight_update_time: 0.0745099783, other_time: 1.7358474731
epoch time: 6.1646327972s, input_fired_time: 0.1011642516, output_fired_time: 0.0000000000, propagate_forward_time: 5.7560853958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073830605
validation[          , genome  5382] predictions:    9708/  10000 (97.08%), best:    9747/10000 (97.47%), error:       975.25018, best error:       807.85913 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 74.1591873169s, input_fired_time: 0.9316577315, output_fired_time: 0.5451241136, propagate_forward_time: 28.7524280548, propagate_backward_time: 42.1769065857, weight_update_time: 0.0746272430, other_time: 1.7530708313
epoch time: 6.1424717903s, input_fired_time: 0.0993003249, output_fired_time: 0.0000000000, propagate_forward_time: 5.7373337746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3058376312
validation[          , genome  5382] predictions:    9672/  10000 (96.72%), best:    9747/10000 (97.47%), error:      1074.66650, best error:       807.85913 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 74.1022338867s, input_fired_time: 0.9339714646, output_fired_time: 0.5464479327, propagate_forward_time: 28.7282867432, propagate_backward_time: 42.1414299011, weight_update_time: 0.0747626051, other_time: 1.7520942688
epoch time: 6.1420707703s, input_fired_time: 0.0982965156, output_fired_time: 0.0000000000, propagate_forward_time: 5.7371611595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066129684
validation[          , genome  5382] predictions:    9694/  10000 (96.94%), best:    9747/10000 (97.47%), error:      1026.21680, best error:       807.85913 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 74.2262649536s, input_fired_time: 0.9390733838, output_fired_time: 0.5483096242, propagate_forward_time: 28.7595405579, propagate_backward_time: 42.1931076050, weight_update_time: 0.0746074319, other_time: 1.7862358093
epoch time: 6.1542859077s, input_fired_time: 0.1006394550, output_fired_time: 0.0000000000, propagate_forward_time: 5.7404899597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131566048
validation[          , genome  5382] predictions:    9740/  10000 (97.40%), best:    9747/10000 (97.47%), error:       896.99927, best error:       807.85913 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 74.3483657837s, input_fired_time: 0.9384842515, output_fired_time: 0.5487828255, propagate_forward_time: 28.7930679321, propagate_backward_time: 42.2818336487, weight_update_time: 0.0746736601, other_time: 1.7861976624
epoch time: 6.2493400574s, input_fired_time: 0.1023477167, output_fired_time: 0.0000000000, propagate_forward_time: 5.8342218399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127703667
validation[          , genome  5382] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       800.35376, best error:       800.35376 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 74.3060760498s, input_fired_time: 0.9294785857, output_fired_time: 0.5478950143, propagate_forward_time: 28.8075027466, propagate_backward_time: 42.2490730286, weight_update_time: 0.0746453255, other_time: 1.7721214294
epoch time: 6.1361451149s, input_fired_time: 0.0970140249, output_fired_time: 0.0000000000, propagate_forward_time: 5.7358579636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3032732010
validation[          , genome  5382] predictions:    9704/  10000 (97.04%), best:    9753/10000 (97.53%), error:       953.92175, best error:       800.35376 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 74.4778518677s, input_fired_time: 0.9232251048, output_fired_time: 0.5491574407, propagate_forward_time: 28.8829879761, propagate_backward_time: 42.3488388062, weight_update_time: 0.0747638792, other_time: 1.7736434937
epoch time: 6.1424903870s, input_fired_time: 0.0994971767, output_fired_time: 0.0000000000, propagate_forward_time: 5.7346773148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083157539
validation[          , genome  5382] predictions:    9685/  10000 (96.85%), best:    9753/10000 (97.53%), error:      1027.97327, best error:       800.35376 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 74.8464202881s, input_fired_time: 0.9325686693, output_fired_time: 0.5513172746, propagate_forward_time: 28.9945049286, propagate_backward_time: 42.6031188965, weight_update_time: 0.0751386285, other_time: 1.7649078369
epoch time: 6.1433386803s, input_fired_time: 0.0989432558, output_fired_time: 0.0000000000, propagate_forward_time: 5.7404422760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039531708
validation[          , genome  5382] predictions:    9509/  10000 (95.09%), best:    9753/10000 (97.53%), error:      1672.54382, best error:       800.35376 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 74.2779312134s, input_fired_time: 0.9327516556, output_fired_time: 0.5472363830, propagate_forward_time: 28.7627830505, propagate_backward_time: 42.2731208801, weight_update_time: 0.0745107979, other_time: 1.7620391846
epoch time: 6.1459183693s, input_fired_time: 0.0980240926, output_fired_time: 0.0000000000, propagate_forward_time: 5.7425851822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053092957
validation[          , genome  5382] predictions:    9735/  10000 (97.35%), best:    9753/10000 (97.53%), error:       917.71539, best error:       800.35376 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 74.6857376099s, input_fired_time: 0.9378689528, output_fired_time: 0.5514609814, propagate_forward_time: 28.9383411407, propagate_backward_time: 42.4866218567, weight_update_time: 0.0748558193, other_time: 1.7714500427
epoch time: 6.2350115776s, input_fired_time: 0.1010957435, output_fired_time: 0.0000000000, propagate_forward_time: 5.8240847588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098311424
validation[          , genome  5382] predictions:    9750/  10000 (97.50%), best:    9753/10000 (97.53%), error:       862.74609, best error:       800.35376 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 74.3957595825s, input_fired_time: 0.9341961145, output_fired_time: 0.5464692116, propagate_forward_time: 28.8355522156, propagate_backward_time: 42.3278617859, weight_update_time: 0.0744555518, other_time: 1.7516784668
epoch time: 6.1420083046s, input_fired_time: 0.0980561525, output_fired_time: 0.0000000000, propagate_forward_time: 5.7404575348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034944534
validation[          , genome  5382] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       941.02625, best error:       800.35376 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 74.5568847656s, input_fired_time: 0.9360215068, output_fired_time: 0.5478448272, propagate_forward_time: 28.8922004700, propagate_backward_time: 42.4233894348, weight_update_time: 0.0747398511, other_time: 1.7574310303
epoch time: 6.1371674538s, input_fired_time: 0.0984316841, output_fired_time: 0.0000000000, propagate_forward_time: 5.7343902588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043456078
validation[          , genome  5382] predictions:    9747/  10000 (97.47%), best:    9753/10000 (97.53%), error:       846.07642, best error:       800.35376 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 74.5369186401s, input_fired_time: 0.9404347539, output_fired_time: 0.5494946241, propagate_forward_time: 28.8866806030, propagate_backward_time: 42.3767967224, weight_update_time: 0.0750448927, other_time: 1.7835121155
epoch time: 6.1520233154s, input_fired_time: 0.1014852226, output_fired_time: 0.0000000000, propagate_forward_time: 5.7375121117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130259514
validation[          , genome  5382] predictions:    9728/  10000 (97.28%), best:    9753/10000 (97.53%), error:       903.91809, best error:       800.35376 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 74.3501739502s, input_fired_time: 0.9398546815, output_fired_time: 0.5491557717, propagate_forward_time: 28.8032054901, propagate_backward_time: 42.2822494507, weight_update_time: 0.0750094578, other_time: 1.7757034302
epoch time: 6.1494936943s, input_fired_time: 0.1015235037, output_fired_time: 0.0000000000, propagate_forward_time: 5.7402634621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077068329
validation[          , genome  5382] predictions:    9736/  10000 (97.36%), best:    9753/10000 (97.53%), error:       848.02795, best error:       800.35376 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 75.2153396606s, input_fired_time: 0.9450291991, output_fired_time: 0.5538229942, propagate_forward_time: 29.1964149475, propagate_backward_time: 42.7432594299, weight_update_time: 0.0752646476, other_time: 1.7768096924
epoch time: 6.1401438713s, input_fired_time: 0.0995761976, output_fired_time: 0.0000000000, propagate_forward_time: 5.7363529205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042149544
validation[          , genome  5382] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       861.91870, best error:       800.35376 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 74.4817276001s, input_fired_time: 0.9409197569, output_fired_time: 0.5485820770, propagate_forward_time: 28.8874950409, propagate_backward_time: 42.3420715332, weight_update_time: 0.0748607665, other_time: 1.7626571655
epoch time: 6.1395030022s, input_fired_time: 0.0998428017, output_fired_time: 0.0000000000, propagate_forward_time: 5.7352647781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043951988
validation[          , genome  5382] predictions:    9729/  10000 (97.29%), best:    9753/10000 (97.53%), error:       888.24438, best error:       800.35376 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 74.0813140869s, input_fired_time: 0.9397649765, output_fired_time: 0.5465953350, propagate_forward_time: 28.7078800201, propagate_backward_time: 42.1448211670, weight_update_time: 0.0749312565, other_time: 1.7422561646
epoch time: 6.1479086876s, input_fired_time: 0.1025003344, output_fired_time: 0.0000000000, propagate_forward_time: 5.7387161255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066921234
validation[          , genome  5382] predictions:    9678/  10000 (96.78%), best:    9753/10000 (97.53%), error:      1064.96484, best error:       800.35376 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 74.0085220337s, input_fired_time: 0.9399335384, output_fired_time: 0.5452549458, propagate_forward_time: 28.6944313049, propagate_backward_time: 42.0852928162, weight_update_time: 0.0744921714, other_time: 1.7436065674
epoch time: 6.1416363716s, input_fired_time: 0.1006685346, output_fired_time: 0.0000000000, propagate_forward_time: 5.7348961830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060717583
validation[          , genome  5382] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       825.78644, best error:       800.35376 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 74.1146621704s, input_fired_time: 0.9408706427, output_fired_time: 0.5465332866, propagate_forward_time: 28.7406921387, propagate_backward_time: 42.1333885193, weight_update_time: 0.0747256950, other_time: 1.7531776428
epoch time: 6.1360287666s, input_fired_time: 0.1000504717, output_fired_time: 0.0000000000, propagate_forward_time: 5.7328982353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3030800819
validation[          , genome  5382] predictions:    9720/  10000 (97.20%), best:    9753/10000 (97.53%), error:       909.44000, best error:       800.35376 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 74.0816116333s, input_fired_time: 0.9394935369, output_fired_time: 0.5458557010, propagate_forward_time: 28.7167110443, propagate_backward_time: 42.1276435852, weight_update_time: 0.0748940408, other_time: 1.7519111633
epoch time: 6.1608114243s, input_fired_time: 0.1020766944, output_fired_time: 0.0000000000, propagate_forward_time: 5.7492113113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095235825
validation[          , genome  5382] predictions:    9760/  10000 (97.60%), best:    9753/10000 (97.53%), error:       803.90277, best error:       800.35376 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 74.0677108765s, input_fired_time: 0.9392248392, output_fired_time: 0.5463357568, propagate_forward_time: 28.7095546722, propagate_backward_time: 42.1108589172, weight_update_time: 0.0746347681, other_time: 1.7617378235
epoch time: 6.1353178024s, input_fired_time: 0.0991955400, output_fired_time: 0.0000000000, propagate_forward_time: 5.7328352928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3032870293
validation[          , genome  5382] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       910.86761, best error:       800.35376 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 74.3715972900s, input_fired_time: 0.9376580715, output_fired_time: 0.5483560562, propagate_forward_time: 28.8411521912, propagate_backward_time: 42.2687492371, weight_update_time: 0.0747687072, other_time: 1.7756805420
epoch time: 6.1601567268s, input_fired_time: 0.1001088098, output_fired_time: 0.0000000000, propagate_forward_time: 5.7536520958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063960075
validation[          , genome  5382] predictions:    9718/  10000 (97.18%), best:    9753/10000 (97.53%), error:       925.51862, best error:       800.35376 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 76.1587219238s, input_fired_time: 0.9536600113, output_fired_time: 0.5653355718, propagate_forward_time: 29.5197982788, propagate_backward_time: 43.2931175232, weight_update_time: 0.0798208639, other_time: 1.8268089294
epoch time: 6.2879648209s, input_fired_time: 0.1050733402, output_fired_time: 0.0000000000, propagate_forward_time: 5.8620867729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208045959
validation[          , genome  5382] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       827.34100, best error:       800.35376 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 75.4681015015s, input_fired_time: 0.9525735974, output_fired_time: 0.5590705276, propagate_forward_time: 29.2158203125, propagate_backward_time: 42.8953552246, weight_update_time: 0.0814573988, other_time: 1.8452835083
epoch time: 6.2640767097s, input_fired_time: 0.1050929204, output_fired_time: 0.0000000000, propagate_forward_time: 5.8361063004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228774071
validation[          , genome  5382] predictions:    9702/  10000 (97.02%), best:    9753/10000 (97.53%), error:       973.50476, best error:       800.35376 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 75.8592453003s, input_fired_time: 0.9577716589, output_fired_time: 0.5686441064, propagate_forward_time: 29.3761768341, propagate_backward_time: 43.1246528625, weight_update_time: 0.0816836879, other_time: 1.8320045471
epoch time: 6.4494142532s, input_fired_time: 0.1056423336, output_fired_time: 0.0000000000, propagate_forward_time: 6.0236067772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201651573
validation[          , genome  5382] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       790.64258, best error:       790.64258 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 74.9706954956s, input_fired_time: 0.9503153563, output_fired_time: 0.5638216734, propagate_forward_time: 29.0199470520, propagate_backward_time: 42.6447792053, weight_update_time: 0.0808297545, other_time: 1.7918319702
epoch time: 6.2510380745s, input_fired_time: 0.1048030481, output_fired_time: 0.0000000000, propagate_forward_time: 5.8357520103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104829788
validation[          , genome  5382] predictions:    9768/  10000 (97.68%), best:    9758/10000 (97.58%), error:       793.05530, best error:       790.64258 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 75.4472274780s, input_fired_time: 0.9574993849, output_fired_time: 0.5633629560, propagate_forward_time: 29.2976055145, propagate_backward_time: 42.8182983398, weight_update_time: 0.0814478546, other_time: 1.8104629517
epoch time: 6.3430495262s, input_fired_time: 0.1054341197, output_fired_time: 0.0000000000, propagate_forward_time: 5.9203557968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172597885
validation[          , genome  5382] predictions:    9761/  10000 (97.61%), best:    9758/10000 (97.58%), error:       836.56311, best error:       790.64258 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 74.8761215210s, input_fired_time: 0.9561468363, output_fired_time: 0.5589503050, propagate_forward_time: 28.8958568573, propagate_backward_time: 42.6591987610, weight_update_time: 0.0808427855, other_time: 1.8059654236
epoch time: 6.1490559578s, input_fired_time: 0.1045763567, output_fired_time: 0.0000000000, propagate_forward_time: 5.7346515656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098278046
validation[          , genome  5382] predictions:    9745/  10000 (97.45%), best:    9758/10000 (97.58%), error:       839.91223, best error:       790.64258 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 74.6848678589s, input_fired_time: 0.9552716017, output_fired_time: 0.5607904792, propagate_forward_time: 28.9624061584, propagate_backward_time: 42.4038047791, weight_update_time: 0.0806071237, other_time: 1.8025970459
epoch time: 6.1522102356s, input_fired_time: 0.1040297449, output_fired_time: 0.0000000000, propagate_forward_time: 5.7370495796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3111310005
validation[          , genome  5382] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       780.13861, best error:       780.13861 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 75.2477722168s, input_fired_time: 0.9631650448, output_fired_time: 0.5594967604, propagate_forward_time: 29.0917930603, propagate_backward_time: 42.7977981567, weight_update_time: 0.0813264772, other_time: 1.8355216980
epoch time: 6.1822094917s, input_fired_time: 0.1046429798, output_fired_time: 0.0000000000, propagate_forward_time: 5.7586383820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189282417
validation[          , genome  5382] predictions:    9756/  10000 (97.56%), best:    9762/10000 (97.62%), error:       801.62610, best error:       780.13861 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 75.3788986206s, input_fired_time: 0.9698085189, output_fired_time: 0.5603190660, propagate_forward_time: 29.1542606354, propagate_backward_time: 42.8341903687, weight_update_time: 0.0816530734, other_time: 1.8603210449
epoch time: 6.2760577202s, input_fired_time: 0.1058856249, output_fired_time: 0.0000000000, propagate_forward_time: 5.8476243019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225479126
validation[          , genome  5382] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       840.60718, best error:       780.13861 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 75.6263885498s, input_fired_time: 0.9569547176, output_fired_time: 0.5591100454, propagate_forward_time: 29.3733348846, propagate_backward_time: 42.9255485535, weight_update_time: 0.0812885612, other_time: 1.8114356995
epoch time: 6.2274928093s, input_fired_time: 0.1028366387, output_fired_time: 0.0000000000, propagate_forward_time: 5.8104271889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142290115
validation[          , genome  5382] predictions:    9742/  10000 (97.42%), best:    9762/10000 (97.62%), error:       820.32275, best error:       780.13861 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 77.0078887939s, input_fired_time: 0.9626758099, output_fired_time: 0.5733710527, propagate_forward_time: 29.8435420990, propagate_backward_time: 43.8040847778, weight_update_time: 0.0826864317, other_time: 1.8242111206
epoch time: 6.2686018944s, input_fired_time: 0.1029492542, output_fired_time: 0.0000000000, propagate_forward_time: 5.8563404083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093123436
validation[          , genome  5382] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       827.04834, best error:       780.13861 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 74.5839920044s, input_fired_time: 0.9618015289, output_fired_time: 0.5512753725, propagate_forward_time: 28.9058265686, propagate_backward_time: 42.3488349915, weight_update_time: 0.0762146413, other_time: 1.8162536621
epoch time: 6.1572484970s, input_fired_time: 0.1054226086, output_fired_time: 0.0000000000, propagate_forward_time: 5.7373571396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144688606
validation[          , genome  5382] predictions:    9736/  10000 (97.36%), best:    9762/10000 (97.62%), error:       865.67218, best error:       780.13861 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 74.2904129028s, input_fired_time: 0.9638639092, output_fired_time: 0.5499005318, propagate_forward_time: 28.7457771301, propagate_backward_time: 42.1908645630, weight_update_time: 0.0746459365, other_time: 1.8400001526
epoch time: 6.1589636803s, input_fired_time: 0.1059286967, output_fired_time: 0.0000000000, propagate_forward_time: 5.7378964424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151383400
validation[          , genome  5382] predictions:    9724/  10000 (97.24%), best:    9762/10000 (97.62%), error:       943.48193, best error:       780.13861 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 74.2957992554s, input_fired_time: 0.9658211470, output_fired_time: 0.5499633551, propagate_forward_time: 28.7555484772, propagate_backward_time: 42.1852149963, weight_update_time: 0.0746626034, other_time: 1.8392524719
epoch time: 6.1590900421s, input_fired_time: 0.1055050194, output_fired_time: 0.0000000000, propagate_forward_time: 5.7391109467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144741058
validation[          , genome  5382] predictions:    9760/  10000 (97.60%), best:    9762/10000 (97.62%), error:       816.01447, best error:       780.13861 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 74.3915710449s, input_fired_time: 0.9707911611, output_fired_time: 0.5499606133, propagate_forward_time: 28.8050422668, propagate_backward_time: 42.2176284790, weight_update_time: 0.0747047141, other_time: 1.8481483459
epoch time: 6.1783151627s, input_fired_time: 0.1073654145, output_fired_time: 0.0000000000, propagate_forward_time: 5.7548294067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161201477
validation[          , genome  5382] predictions:    9756/  10000 (97.56%), best:    9762/10000 (97.62%), error:       796.58386, best error:       780.13861 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 74.7905044556s, input_fired_time: 0.9688925147, output_fired_time: 0.5524424314, propagate_forward_time: 28.9668712616, propagate_backward_time: 42.4429359436, weight_update_time: 0.0751359910, other_time: 1.8593559265
epoch time: 6.1536579132s, input_fired_time: 0.1052484736, output_fired_time: 0.0000000000, propagate_forward_time: 5.7364182472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119912148
validation[          , genome  5382] predictions:    9704/  10000 (97.04%), best:    9762/10000 (97.62%), error:       991.08557, best error:       780.13861 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 74.4862060547s, input_fired_time: 0.9670986533, output_fired_time: 0.5510146618, propagate_forward_time: 28.8361358643, propagate_backward_time: 42.2868156433, weight_update_time: 0.0745285228, other_time: 1.8451347351
epoch time: 6.1660771370s, input_fired_time: 0.1058579236, output_fired_time: 0.0000000000, propagate_forward_time: 5.7439899445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162293434
validation[          , genome  5382] predictions:    9752/  10000 (97.52%), best:    9762/10000 (97.62%), error:       816.68250, best error:       780.13861 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 74.4083862305s, input_fired_time: 0.9670674801, output_fired_time: 0.5531622171, propagate_forward_time: 28.7591495514, propagate_backward_time: 42.2543029785, weight_update_time: 0.0747827813, other_time: 1.8747100830
epoch time: 6.1678380966s, input_fired_time: 0.1057961360, output_fired_time: 0.0000000000, propagate_forward_time: 5.7456812859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3163604736
validation[          , genome  5382] predictions:    9732/  10000 (97.32%), best:    9762/10000 (97.62%), error:       912.83667, best error:       780.13861 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 75.1836166382s, input_fired_time: 0.9724101424, output_fired_time: 0.5574428439, propagate_forward_time: 29.1015815735, propagate_backward_time: 42.6721229553, weight_update_time: 0.0756618157, other_time: 1.8800582886
epoch time: 6.1658821106s, input_fired_time: 0.1070918739, output_fired_time: 0.0000000000, propagate_forward_time: 5.7420248985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3167653084
validation[          , genome  5382] predictions:    9719/  10000 (97.19%), best:    9762/10000 (97.62%), error:       939.46680, best error:       780.13861 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 74.1891403198s, input_fired_time: 0.9608336687, output_fired_time: 0.5480291843, propagate_forward_time: 28.7229290009, propagate_backward_time: 42.1522254944, weight_update_time: 0.0744207948, other_time: 1.8051261902
epoch time: 6.1585483551s, input_fired_time: 0.1041171774, output_fired_time: 0.0000000000, propagate_forward_time: 5.7416181564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128128052
validation[          , genome  5382] predictions:    9758/  10000 (97.58%), best:    9762/10000 (97.62%), error:       836.67511, best error:       780.13861 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 74.2443313599s, input_fired_time: 0.9599770904, output_fired_time: 0.5507540107, propagate_forward_time: 28.7322387695, propagate_backward_time: 42.1719207764, weight_update_time: 0.0746964291, other_time: 1.8294448853
epoch time: 6.1538758278s, input_fired_time: 0.1039225310, output_fired_time: 0.0000000000, propagate_forward_time: 5.7383708954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115825653
validation[          , genome  5382] predictions:    9751/  10000 (97.51%), best:    9762/10000 (97.62%), error:       840.77130, best error:       780.13861 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 74.1163558960s, input_fired_time: 0.9471633434, output_fired_time: 0.5472611785, propagate_forward_time: 28.6979198456, propagate_backward_time: 42.1280097961, weight_update_time: 0.0744549707, other_time: 1.7959938049
epoch time: 6.2578735352s, input_fired_time: 0.1084290519, output_fired_time: 0.0000000000, propagate_forward_time: 5.8282976151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211469650
validation[          , genome  5382] predictions:    9736/  10000 (97.36%), best:    9762/10000 (97.62%), error:       859.14984, best error:       780.13861 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 74.3770751953s, input_fired_time: 0.9603700638, output_fired_time: 0.5508837104, propagate_forward_time: 28.7740879059, propagate_backward_time: 42.2663688660, weight_update_time: 0.0746352449, other_time: 1.8253669739
epoch time: 6.1582574844s, input_fired_time: 0.1058251411, output_fired_time: 0.0000000000, propagate_forward_time: 5.7390975952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3133349419
validation[          , genome  5382] predictions:    9692/  10000 (96.92%), best:    9762/10000 (97.62%), error:      1043.64661, best error:       780.13861 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 75.7626571655s, input_fired_time: 0.9735673666, output_fired_time: 0.5608641505, propagate_forward_time: 29.3566360474, propagate_backward_time: 43.0097846985, weight_update_time: 0.0759530887, other_time: 1.8618049622
epoch time: 6.2178106308s, input_fired_time: 0.1063505486, output_fired_time: 0.0000000000, propagate_forward_time: 5.7957258224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157343864
validation[          , genome  5382] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       857.35229, best error:       780.13861 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 76.4243927002s, input_fired_time: 0.9810726047, output_fired_time: 0.5745826960, propagate_forward_time: 29.6060504913, propagate_backward_time: 43.3933753967, weight_update_time: 0.0763814822, other_time: 1.8693122864
epoch time: 6.1574277878s, input_fired_time: 0.1059551984, output_fired_time: 0.0000000000, propagate_forward_time: 5.7392535210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122191429
validation[          , genome  5382] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:       979.90009, best error:       780.13861 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 74.3593597412s, input_fired_time: 0.9625471234, output_fired_time: 0.5500383377, propagate_forward_time: 28.7938537598, propagate_backward_time: 42.2076148987, weight_update_time: 0.0748033673, other_time: 1.8453025818
epoch time: 6.1585736275s, input_fired_time: 0.1060375497, output_fired_time: 0.0000000000, propagate_forward_time: 5.7386708260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3138651848
validation[          , genome  5382] predictions:    9756/  10000 (97.56%), best:    9762/10000 (97.62%), error:       830.26556, best error:       780.13861 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 74.4990386963s, input_fired_time: 0.9771791697, output_fired_time: 0.5528990030, propagate_forward_time: 28.7985954285, propagate_backward_time: 42.3027420044, weight_update_time: 0.0750993565, other_time: 1.8676185608
epoch time: 6.1536087990s, input_fired_time: 0.1059863493, output_fired_time: 0.0000000000, propagate_forward_time: 5.7372803688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103423119
validation[          , genome  5382] predictions:    9750/  10000 (97.50%), best:    9762/10000 (97.62%), error:       871.65619, best error:       780.13861 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 74.2793655396s, input_fired_time: 0.9627856016, output_fired_time: 0.5494327545, propagate_forward_time: 28.7555770874, propagate_backward_time: 42.1840476990, weight_update_time: 0.0748440474, other_time: 1.8275260925
epoch time: 6.1836156845s, input_fired_time: 0.1075498387, output_fired_time: 0.0000000000, propagate_forward_time: 5.7596521378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164138794
validation[          , genome  5382] predictions:    9766/  10000 (97.66%), best:    9762/10000 (97.62%), error:       811.81494, best error:       780.13861 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 74.3518447876s, input_fired_time: 0.9758550525, output_fired_time: 0.5511159301, propagate_forward_time: 28.7735157013, propagate_backward_time: 42.2067375183, weight_update_time: 0.0749701485, other_time: 1.8446235657
epoch time: 6.1754493713s, input_fired_time: 0.1078032330, output_fired_time: 0.0000000000, propagate_forward_time: 5.7476825714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199634552
validation[          , genome  5382] predictions:    9746/  10000 (97.46%), best:    9762/10000 (97.62%), error:       876.49133, best error:       780.13861 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 74.3046493530s, input_fired_time: 0.9754113555, output_fired_time: 0.5509340763, propagate_forward_time: 28.7745914459, propagate_backward_time: 42.1598205566, weight_update_time: 0.0749151111, other_time: 1.8438949585
epoch time: 6.1616196632s, input_fired_time: 0.1067775488, output_fired_time: 0.0000000000, propagate_forward_time: 5.7413206100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135213852
validation[          , genome  5382] predictions:    9745/  10000 (97.45%), best:    9762/10000 (97.62%), error:       845.56976, best error:       780.13861 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 74.2352523804s, input_fired_time: 0.9649906158, output_fired_time: 0.5500383377, propagate_forward_time: 28.7445106506, propagate_backward_time: 42.1302604675, weight_update_time: 0.0747195184, other_time: 1.8454513550
epoch time: 6.1595330238s, input_fired_time: 0.1059581786, output_fired_time: 0.0000000000, propagate_forward_time: 5.7391085625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144664764
validation[          , genome  5382] predictions:    9715/  10000 (97.15%), best:    9762/10000 (97.62%), error:       936.75775, best error:       780.13861 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 74.3205490112s, input_fired_time: 0.9725329876, output_fired_time: 0.5510107279, propagate_forward_time: 28.7585659027, propagate_backward_time: 42.1777229309, weight_update_time: 0.0746667236, other_time: 1.8607139587
epoch time: 6.1798253059s, input_fired_time: 0.1094573885, output_fired_time: 0.0000000000, propagate_forward_time: 5.7509279251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194398880
validation[          , genome  5382] predictions:    9763/  10000 (97.63%), best:    9762/10000 (97.62%), error:       832.47937, best error:       780.13861 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 74.1979598999s, input_fired_time: 0.9734984040, output_fired_time: 0.5482162833, propagate_forward_time: 28.7269001007, propagate_backward_time: 42.1283836365, weight_update_time: 0.0744857863, other_time: 1.8209648132
epoch time: 6.1544041634s, input_fired_time: 0.1059020758, output_fired_time: 0.0000000000, propagate_forward_time: 5.7386960983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098058701
validation[          , genome  5382] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       860.49420, best error:       780.13861 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 74.8137741089s, input_fired_time: 0.9790515304, output_fired_time: 0.5533231497, propagate_forward_time: 28.9676055908, propagate_backward_time: 42.4575386047, weight_update_time: 0.0749141127, other_time: 1.8562583923
epoch time: 6.1627731323s, input_fired_time: 0.1078962311, output_fired_time: 0.0000000000, propagate_forward_time: 5.7391633987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157134056
validation[          , genome  5382] predictions:    9751/  10000 (97.51%), best:    9762/10000 (97.62%), error:       855.22778, best error:       780.13861 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 75.4961624146s, input_fired_time: 0.9782015085, output_fired_time: 0.5564099550, propagate_forward_time: 29.2524375916, propagate_backward_time: 42.8649368286, weight_update_time: 0.0756051987, other_time: 1.8441734314
epoch time: 6.1595749855s, input_fired_time: 0.1086108685, output_fired_time: 0.0000000000, propagate_forward_time: 5.7388510704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121132851
validation[          , genome  5382] predictions:    9754/  10000 (97.54%), best:    9762/10000 (97.62%), error:       850.95294, best error:       780.13861 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 74.1932907104s, input_fired_time: 0.9625405669, output_fired_time: 0.5496374369, propagate_forward_time: 28.7167377472, propagate_backward_time: 42.1471862793, weight_update_time: 0.0743699744, other_time: 1.8171920776
epoch time: 6.1557159424s, input_fired_time: 0.1070107073, output_fired_time: 0.0000000000, propagate_forward_time: 5.7371435165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115615845
validation[          , genome  5382] predictions:    9770/  10000 (97.70%), best:    9762/10000 (97.62%), error:       790.25446, best error:       780.13861 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 74.4524841309s, input_fired_time: 0.9815754890, output_fired_time: 0.5509536266, propagate_forward_time: 28.8201084137, propagate_backward_time: 42.2774085999, weight_update_time: 0.0748603642, other_time: 1.8224372864
epoch time: 6.1542730331s, input_fired_time: 0.1076920405, output_fired_time: 0.0000000000, propagate_forward_time: 5.7362523079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103284836
validation[          , genome  5382] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       869.33600, best error:       780.13861 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 74.2672882080s, input_fired_time: 0.9806990027, output_fired_time: 0.5483124256, propagate_forward_time: 28.7494792938, propagate_backward_time: 42.1821136475, weight_update_time: 0.0744794756, other_time: 1.8066864014
epoch time: 6.2123322487s, input_fired_time: 0.1095035598, output_fired_time: 0.0000000000, propagate_forward_time: 5.7782449722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3245835304
validation[          , genome  5382] predictions:    9754/  10000 (97.54%), best:    9762/10000 (97.62%), error:       834.55121, best error:       780.13861 on epoch:    69, 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: 30.8721199036s, input_fired_time: 0.5352472067, output_fired_time: 0.0000000000, propagate_forward_time: 28.7286148071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6082572937
best training[          , genome  5382] predictions:   49593/  50000 (99.19%), best:    9762/10000 (97.62%), error:      1747.30493, best error:       780.13861 on epoch:    69, 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: 6.3209147453s, input_fired_time: 0.1056981608, output_fired_time: 0.0000000000, propagate_forward_time: 5.8928174973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223991394
   testing[          , genome  5382] predictions:    9771/  10000 (97.71%), best:    9762/10000 (97.62%), error:       715.61212, best error:       780.13861 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:30:37 (4211): called boinc_finish(0)

</stderr_txt>
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