Nameexact_genome_1512568488_44_5546_1
Workunit2599074
Created7 Dec 2017, 15:20:59 UTC
Sent7 Dec 2017, 15:25:46 UTC
Report deadline15 Dec 2017, 14:04:52 UTC
Received8 Dec 2017, 5:10:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time5 hours 4 min 30 sec
CPU time4 hours 0 min 43 sec
Validate stateValid
Credit1,985.96
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.88 MB
Peak swap size158.63 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
0 (97.16%), error:      1001.57294, best error:       949.37793 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 120.9137420654s, input_fired_time: 1.7668226957, output_fired_time: 1.6845835447, propagate_forward_time: 44.6252174377, propagate_backward_time: 69.5560607910, weight_update_time: 0.1403771937, other_time: 3.2810516357
epoch time: 9.8979682922s, input_fired_time: 0.2123769224, output_fired_time: 0.0000000000, propagate_forward_time: 9.0733518600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6122398376
validation[          , genome  5546] predictions:    9647/  10000 (96.47%), best:    9716/10000 (97.16%), error:      1164.00439, best error:       949.37793 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 119.6607742310s, input_fired_time: 1.7566986084, output_fired_time: 1.6798425913, propagate_forward_time: 44.1070022583, propagate_backward_time: 68.8594665527, weight_update_time: 0.1387101859, other_time: 3.2577667236
epoch time: 9.5559854507s, input_fired_time: 0.2071924061, output_fired_time: 0.0000000000, propagate_forward_time: 8.7464065552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6023864746
validation[          , genome  5546] predictions:    9664/  10000 (96.64%), best:    9716/10000 (97.16%), error:      1087.44482, best error:       949.37793 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 169.7909545898s, input_fired_time: 3.1128721237, output_fired_time: 2.5814025402, propagate_forward_time: 64.3584899902, propagate_backward_time: 95.5156097412, weight_update_time: 0.1511580646, other_time: 4.2225799561
epoch time: 14.4389734268s, input_fired_time: 0.2289167643, output_fired_time: 0.0000000000, propagate_forward_time: 13.5605773926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6494789124
validation[          , genome  5546] predictions:    9682/  10000 (96.82%), best:    9716/10000 (97.16%), error:      1100.73547, best error:       949.37793 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 179.8580169678s, input_fired_time: 2.1507411003, output_fired_time: 2.3744609356, propagate_forward_time: 70.7268295288, propagate_backward_time: 100.5820312500, weight_update_time: 0.1545874178, other_time: 4.0239486694
epoch time: 14.7042856216s, input_fired_time: 0.4784125388, output_fired_time: 0.0000000000, propagate_forward_time: 13.0723619461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1535110474
validation[          , genome  5546] predictions:    9701/  10000 (97.01%), best:    9716/10000 (97.16%), error:       992.26202, best error:       949.37793 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 177.5857696533s, input_fired_time: 2.1409235001, output_fired_time: 2.1073999405, propagate_forward_time: 67.2649841309, propagate_backward_time: 101.8499908447, weight_update_time: 0.1514002681, other_time: 4.2224578857
epoch time: 14.7664976120s, input_fired_time: 0.2294171154, output_fired_time: 0.0000000000, propagate_forward_time: 13.8800315857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6570491791
validation[          , genome  5546] predictions:    9671/  10000 (96.71%), best:    9716/10000 (97.16%), error:      1036.90747, best error:       949.37793 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 179.5035095215s, input_fired_time: 3.1449611187, output_fired_time: 2.3741092682, propagate_forward_time: 65.3194198608, propagate_backward_time: 103.9063720703, weight_update_time: 0.1528798789, other_time: 4.7586441040
epoch time: 14.4012260437s, input_fired_time: 0.2284434140, output_fired_time: 0.0000000000, propagate_forward_time: 13.5288400650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6439428329
validation[          , genome  5546] predictions:    9710/  10000 (97.10%), best:    9716/10000 (97.16%), error:       991.42975, best error:       949.37793 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 179.6459045410s, input_fired_time: 2.3937666416, output_fired_time: 3.3730795383, propagate_forward_time: 64.0609054565, propagate_backward_time: 104.5710601807, weight_update_time: 0.4032063484, other_time: 5.2470932007
epoch time: 14.6152801514s, input_fired_time: 0.2259083688, output_fired_time: 0.0000000000, propagate_forward_time: 13.7376890182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6516828537
validation[          , genome  5546] predictions:    9693/  10000 (96.93%), best:    9716/10000 (97.16%), error:      1028.10974, best error:       949.37793 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 179.1254272461s, input_fired_time: 2.6399519444, output_fired_time: 2.1098818779, propagate_forward_time: 67.0712509155, propagate_backward_time: 102.7963638306, weight_update_time: 0.1542887986, other_time: 4.5079803467
epoch time: 14.5615186691s, input_fired_time: 0.2308541387, output_fired_time: 0.0000000000, propagate_forward_time: 13.1777467728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1529178619
validation[          , genome  5546] predictions:    9711/  10000 (97.11%), best:    9716/10000 (97.16%), error:       965.56104, best error:       949.37793 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 179.4803161621s, input_fired_time: 2.8991041183, output_fired_time: 2.6257891655, propagate_forward_time: 69.7398300171, propagate_backward_time: 100.2205505371, weight_update_time: 0.1527303159, other_time: 3.9950332642
epoch time: 14.6446418762s, input_fired_time: 0.4787449539, output_fired_time: 0.0000000000, propagate_forward_time: 13.5130167007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528806686
validation[          , genome  5546] predictions:    9698/  10000 (96.98%), best:    9716/10000 (97.16%), error:       991.94757, best error:       949.37793 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 179.5581207275s, input_fired_time: 1.8934168816, output_fired_time: 2.6212508678, propagate_forward_time: 66.8888626099, propagate_backward_time: 101.9001770020, weight_update_time: 0.6532984376, other_time: 6.2544174194
epoch time: 14.2801227570s, input_fired_time: 0.2272127718, output_fired_time: 0.0000000000, propagate_forward_time: 13.1594429016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8934669495
validation[          , genome  5546] predictions:    9668/  10000 (96.68%), best:    9716/10000 (97.16%), error:      1098.12622, best error:       949.37793 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 179.3869628906s, input_fired_time: 2.9005303383, output_fired_time: 2.1218802929, propagate_forward_time: 66.1354598999, propagate_backward_time: 103.7320861816, weight_update_time: 0.1524614245, other_time: 4.4970016479
epoch time: 14.3115720749s, input_fired_time: 0.2259815931, output_fired_time: 0.0000000000, propagate_forward_time: 13.1897993088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8957910538
validation[          , genome  5546] predictions:    9685/  10000 (96.85%), best:    9716/10000 (97.16%), error:      1025.68640, best error:       949.37793 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 178.9555053711s, input_fired_time: 2.1452677250, output_fired_time: 2.8681299686, propagate_forward_time: 66.5652770996, propagate_backward_time: 102.6299743652, weight_update_time: 0.1529951096, other_time: 4.7468566895
epoch time: 14.8495998383s, input_fired_time: 0.2304726094, output_fired_time: 0.0000000000, propagate_forward_time: 13.4587383270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1603889465
validation[          , genome  5546] predictions:    9699/  10000 (96.99%), best:    9716/10000 (97.16%), error:      1026.88464, best error:       949.37793 on epoch:    13, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 177.8943481445s, input_fired_time: 3.1376729012, output_fired_time: 2.3436057568, propagate_forward_time: 67.4533386230, propagate_backward_time: 99.9760513306, weight_update_time: 0.1518933922, other_time: 4.9836654663
epoch time: 14.4770736694s, input_fired_time: 0.2285597324, output_fired_time: 0.0000000000, propagate_forward_time: 13.3481521606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9003620148
validation[          , genome  5546] predictions:    9706/  10000 (97.06%), best:    9716/10000 (97.16%), error:       989.11414, best error:       949.37793 on epoch:    13, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 178.8152160645s, input_fired_time: 3.1465995312, output_fired_time: 2.6079468727, propagate_forward_time: 65.7830200195, propagate_backward_time: 101.5301132202, weight_update_time: 0.1539522856, other_time: 5.7475357056
epoch time: 14.6335906982s, input_fired_time: 0.2266032845, output_fired_time: 0.0000000000, propagate_forward_time: 13.2612895966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1456975937
validation[          , genome  5546] predictions:    9674/  10000 (96.74%), best:    9716/10000 (97.16%), error:      1029.18030, best error:       949.37793 on epoch:    13, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 178.3287048340s, input_fired_time: 1.8892948627, output_fired_time: 2.1139521599, propagate_forward_time: 66.6605224609, propagate_backward_time: 103.1717910767, weight_update_time: 0.1529152542, other_time: 4.4931411743
epoch time: 14.3910036087s, input_fired_time: 0.4788883030, output_fired_time: 0.0000000000, propagate_forward_time: 13.2586517334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6534633636
validation[          , genome  5546] predictions:    9680/  10000 (96.80%), best:    9716/10000 (97.16%), error:       993.16583, best error:       949.37793 on epoch:    13, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 179.0370330811s, input_fired_time: 3.1473653316, output_fired_time: 2.8638365269, propagate_forward_time: 66.9939880371, propagate_backward_time: 101.2838134766, weight_update_time: 0.1532997936, other_time: 4.7480316162
epoch time: 14.6149263382s, input_fired_time: 0.2330154032, output_fired_time: 0.0000000000, propagate_forward_time: 13.7212476730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6606636047
validation[          , genome  5546] predictions:    9681/  10000 (96.81%), best:    9716/10000 (97.16%), error:      1032.24939, best error:       949.37793 on epoch:    13, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 179.1322784424s, input_fired_time: 3.1488130093, output_fired_time: 2.3643236160, propagate_forward_time: 65.3180923462, propagate_backward_time: 103.7918930054, weight_update_time: 0.1532158405, other_time: 4.5091552734
epoch time: 14.2863531113s, input_fired_time: 0.4782353342, output_fired_time: 0.0000000000, propagate_forward_time: 13.1683769226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6397409439
validation[          , genome  5546] predictions:    9697/  10000 (96.97%), best:    9716/10000 (97.16%), error:      1001.96375, best error:       949.37793 on epoch:    13, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 179.1316680908s, input_fired_time: 2.3980216980, output_fired_time: 2.1246526241, propagate_forward_time: 67.4307174683, propagate_backward_time: 102.4245376587, weight_update_time: 0.1531860828, other_time: 4.7537384033
epoch time: 14.7009239197s, input_fired_time: 0.2297909409, output_fired_time: 0.0000000000, propagate_forward_time: 13.5666055679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9045276642
validation[          , genome  5546] predictions:    9728/  10000 (97.28%), best:    9716/10000 (97.16%), error:       950.17792, best error:       949.37793 on epoch:    13, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 178.0901031494s, input_fired_time: 2.6382069588, output_fired_time: 3.1079685688, propagate_forward_time: 66.0450973511, propagate_backward_time: 102.7922210693, weight_update_time: 0.1530436724, other_time: 3.5065994263
epoch time: 14.1868200302s, input_fired_time: 0.2269009203, output_fired_time: 0.0000000000, propagate_forward_time: 13.3172225952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426963806
validation[          , genome  5546] predictions:    9680/  10000 (96.80%), best:    9716/10000 (97.16%), error:      1068.93140, best error:       949.37793 on epoch:    13, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 178.6816406250s, input_fired_time: 3.1490182877, output_fired_time: 3.1128952503, propagate_forward_time: 64.4805526733, propagate_backward_time: 102.4343566895, weight_update_time: 0.1531682462, other_time: 5.5048141479
epoch time: 14.7160120010s, input_fired_time: 0.4826412499, output_fired_time: 0.0000000000, propagate_forward_time: 13.5752172470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6581535339
validation[          , genome  5546] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       888.31982, best error:       888.31982 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 183.3424530029s, input_fired_time: 2.4400553703, output_fired_time: 2.9162259102, propagate_forward_time: 67.6209869385, propagate_backward_time: 105.0615081787, weight_update_time: 0.1559288055, other_time: 5.3036804199
epoch time: 14.9947280884s, input_fired_time: 0.2349983901, output_fired_time: 0.0000000000, propagate_forward_time: 13.6030902863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1566390991
validation[          , genome  5546] predictions:    9732/  10000 (97.32%), best:    9740/10000 (97.40%), error:       889.45526, best error:       888.31982 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 189.7789459229s, input_fired_time: 1.9773170948, output_fired_time: 2.4711573124, propagate_forward_time: 70.5542068481, propagate_backward_time: 109.6359252930, weight_update_time: 0.1609390825, other_time: 5.1403427124
epoch time: 15.6797294617s, input_fired_time: 0.4904823005, output_fired_time: 0.0000000000, propagate_forward_time: 14.0113534927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1778936386
validation[          , genome  5546] predictions:    9717/  10000 (97.17%), best:    9740/10000 (97.40%), error:       942.26031, best error:       888.31982 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 189.8539123535s, input_fired_time: 2.7360534668, output_fired_time: 2.9670026302, propagate_forward_time: 70.6082611084, propagate_backward_time: 107.8919067383, weight_update_time: 0.1748776883, other_time: 5.6506958008
epoch time: 15.6882476807s, input_fired_time: 0.4904699028, output_fired_time: 0.0000000000, propagate_forward_time: 14.5148286819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6829490662
validation[          , genome  5546] predictions:    9680/  10000 (96.80%), best:    9740/10000 (97.40%), error:      1027.12549, best error:       888.31982 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 190.4352874756s, input_fired_time: 2.9942529202, output_fired_time: 2.7366907597, propagate_forward_time: 71.4816055298, propagate_backward_time: 108.8475646973, weight_update_time: 0.1594503075, other_time: 4.3751754761
epoch time: 15.2550458908s, input_fired_time: 0.2390864193, output_fired_time: 0.0000000000, propagate_forward_time: 13.8474035263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1685562134
validation[          , genome  5546] predictions:    9644/  10000 (96.44%), best:    9740/10000 (97.40%), error:      1182.13867, best error:       888.31982 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 189.8118438721s, input_fired_time: 3.4955508709, output_fired_time: 2.4709789753, propagate_forward_time: 70.6387023926, propagate_backward_time: 109.0765914917, weight_update_time: 0.1602138877, other_time: 4.1300277710
epoch time: 15.5567550659s, input_fired_time: 0.4968035519, output_fired_time: 0.0000000000, propagate_forward_time: 14.1268625259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9330892563
validation[          , genome  5546] predictions:    9702/  10000 (97.02%), best:    9740/10000 (97.40%), error:       997.85596, best error:       888.31982 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 190.0500793457s, input_fired_time: 2.4935688972, output_fired_time: 2.2152287960, propagate_forward_time: 71.6894531250, propagate_backward_time: 108.2677841187, weight_update_time: 0.1597498357, other_time: 5.3840408325
epoch time: 15.6267852783s, input_fired_time: 0.2426319867, output_fired_time: 0.0000000000, propagate_forward_time: 14.4553680420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9287853241
validation[          , genome  5546] predictions:    9685/  10000 (96.85%), best:    9740/10000 (97.40%), error:      1024.65076, best error:       888.31982 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 189.0926818848s, input_fired_time: 2.7233633995, output_fired_time: 2.4440329075, propagate_forward_time: 70.8472824097, propagate_backward_time: 108.6971740723, weight_update_time: 0.4107501507, other_time: 4.3808364868
epoch time: 15.7032108307s, input_fired_time: 0.2435016781, output_fired_time: 0.0000000000, propagate_forward_time: 14.0318794250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4278297424
validation[          , genome  5546] predictions:    9708/  10000 (97.08%), best:    9740/10000 (97.40%), error:       904.54041, best error:       888.31982 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 190.6281433105s, input_fired_time: 2.7372636795, output_fired_time: 3.2280733585, propagate_forward_time: 70.2853088379, propagate_backward_time: 109.7371139526, weight_update_time: 0.1606400162, other_time: 4.6403884888
epoch time: 15.6822671890s, input_fired_time: 0.2447298169, output_fired_time: 0.0000000000, propagate_forward_time: 14.5096588135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9278783798
validation[          , genome  5546] predictions:    9667/  10000 (96.67%), best:    9740/10000 (97.40%), error:      1078.43066, best error:       888.31982 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 187.1259155273s, input_fired_time: 1.9616250992, output_fired_time: 2.7001581192, propagate_forward_time: 71.4419784546, propagate_backward_time: 106.6665496826, weight_update_time: 0.1577370912, other_time: 4.3555984497
epoch time: 15.7142820358s, input_fired_time: 0.2422079593, output_fired_time: 0.0000000000, propagate_forward_time: 14.7939548492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6781196594
validation[          , genome  5546] predictions:    9731/  10000 (97.31%), best:    9740/10000 (97.40%), error:       942.11865, best error:       888.31982 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 190.0367431641s, input_fired_time: 2.9948756695, output_fired_time: 1.9805594683, propagate_forward_time: 71.3710250854, propagate_backward_time: 107.8085098267, weight_update_time: 0.4107064009, other_time: 5.8817749023
epoch time: 15.6503353119s, input_fired_time: 0.2461013049, output_fired_time: 0.0000000000, propagate_forward_time: 14.4780607224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9261732101
validation[          , genome  5546] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       876.72644, best error:       876.72644 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 190.2973632813s, input_fired_time: 2.4989132881, output_fired_time: 3.2241449356, propagate_forward_time: 71.5565338135, propagate_backward_time: 108.1077346802, weight_update_time: 0.1598897278, other_time: 4.9100265503
epoch time: 15.5648794174s, input_fired_time: 0.2421982288, output_fired_time: 0.0000000000, propagate_forward_time: 14.3990345001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9236469269
validation[          , genome  5546] predictions:    9686/  10000 (96.86%), best:    9744/10000 (97.44%), error:       990.39935, best error:       876.72644 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 190.3233184814s, input_fired_time: 2.9914882183, output_fired_time: 2.4734075069, propagate_forward_time: 70.8077697754, propagate_backward_time: 108.6725845337, weight_update_time: 0.1607690454, other_time: 5.3780746460
epoch time: 15.6358022690s, input_fired_time: 0.2456398755, output_fired_time: 0.0000000000, propagate_forward_time: 14.7066354752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835269928
validation[          , genome  5546] predictions:    9708/  10000 (97.08%), best:    9744/10000 (97.44%), error:       998.27277, best error:       876.72644 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 189.8223266602s, input_fired_time: 2.9915258884, output_fired_time: 2.7227087021, propagate_forward_time: 71.1074218750, propagate_backward_time: 108.8767471313, weight_update_time: 0.1600428373, other_time: 4.1239242554
epoch time: 15.4335880280s, input_fired_time: 0.4991036057, output_fired_time: 0.0000000000, propagate_forward_time: 13.7571153641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1773691177
validation[          , genome  5546] predictions:    9721/  10000 (97.21%), best:    9744/10000 (97.44%), error:       907.14709, best error:       876.72644 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 190.2812194824s, input_fired_time: 3.4940555096, output_fired_time: 2.7227859497, propagate_forward_time: 69.7273483276, propagate_backward_time: 109.7067794800, weight_update_time: 0.1611408442, other_time: 4.6302642822
epoch time: 15.6380233765s, input_fired_time: 0.2467501611, output_fired_time: 0.0000000000, propagate_forward_time: 14.7117729187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6795005798
validation[          , genome  5546] predictions:    9720/  10000 (97.20%), best:    9744/10000 (97.44%), error:       924.21893, best error:       876.72644 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 189.5974884033s, input_fired_time: 2.7451534271, output_fired_time: 2.2143802643, propagate_forward_time: 71.4550399780, propagate_backward_time: 108.3148269653, weight_update_time: 0.4110281169, other_time: 4.8680877686
epoch time: 15.6021842957s, input_fired_time: 0.2429879457, output_fired_time: 0.0000000000, propagate_forward_time: 14.6895351410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6696615219
validation[          , genome  5546] predictions:    9706/  10000 (97.06%), best:    9744/10000 (97.44%), error:      1006.30774, best error:       876.72644 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 189.8816986084s, input_fired_time: 2.2447288036, output_fired_time: 2.4673721790, propagate_forward_time: 70.0048599243, propagate_backward_time: 110.2716751099, weight_update_time: 0.4173090160, other_time: 4.8930511475
epoch time: 15.5785856247s, input_fired_time: 0.2422161251, output_fired_time: 0.0000000000, propagate_forward_time: 13.9166603088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4197092056
validation[          , genome  5546] predictions:    9726/  10000 (97.26%), best:    9744/10000 (97.44%), error:       916.08008, best error:       876.72644 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 180.9271240234s, input_fired_time: 2.1767339706, output_fired_time: 2.3816990852, propagate_forward_time: 68.8169631958, propagate_backward_time: 103.7941665649, weight_update_time: 0.1539430618, other_time: 3.7575683594
epoch time: 13.6103219986s, input_fired_time: 0.2291687280, output_fired_time: 0.0000000000, propagate_forward_time: 12.4935197830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8876333237
validation[          , genome  5546] predictions:    9695/  10000 (96.95%), best:    9744/10000 (97.44%), error:      1044.86218, best error:       876.72644 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 117.7673950195s, input_fired_time: 1.7688976526, output_fired_time: 1.6518522501, propagate_forward_time: 43.3070220947, propagate_backward_time: 67.8101959229, weight_update_time: 0.1366636753, other_time: 3.2294235229
epoch time: 9.4948387146s, input_fired_time: 0.2120501399, output_fired_time: 0.0000000000, propagate_forward_time: 8.6825885773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001996994
validation[          , genome  5546] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:       950.39996, best error:       876.72644 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 118.0593185425s, input_fired_time: 1.7652298212, output_fired_time: 1.6651968956, propagate_forward_time: 43.2611618042, propagate_backward_time: 68.1028823853, weight_update_time: 0.1387541592, other_time: 3.2648468018
epoch time: 9.4500818253s, input_fired_time: 0.2088015527, output_fired_time: 0.0000000000, propagate_forward_time: 8.6390800476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6022005081
validation[          , genome  5546] predictions:    9684/  10000 (96.84%), best:    9744/10000 (97.44%), error:      1028.94702, best error:       876.72644 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 118.9485855103s, input_fired_time: 1.7834868431, output_fired_time: 1.6606391668, propagate_forward_time: 43.8816146851, propagate_backward_time: 68.3423995972, weight_update_time: 0.1380085200, other_time: 3.2804489136
epoch time: 9.6388235092s, input_fired_time: 0.2113638669, output_fired_time: 0.0000000000, propagate_forward_time: 8.8216848373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6057748795
validation[          , genome  5546] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       830.64954, best error:       830.64954 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 117.6615829468s, input_fired_time: 1.7667104006, output_fired_time: 1.6453549862, propagate_forward_time: 43.2511177063, propagate_backward_time: 67.7499008179, weight_update_time: 0.1370273083, other_time: 3.2484970093
epoch time: 9.3469972610s, input_fired_time: 0.2070423365, output_fired_time: 0.0000000000, propagate_forward_time: 8.5440101624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959444046
validation[          , genome  5546] predictions:    9683/  10000 (96.83%), best:    9746/10000 (97.46%), error:      1041.19092, best error:       830.64954 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 117.4424285889s, input_fired_time: 1.7629343271, output_fired_time: 1.6364210844, propagate_forward_time: 43.2140388489, propagate_backward_time: 67.5921249390, weight_update_time: 0.1376623660, other_time: 3.2369155884
epoch time: 9.3569936752s, input_fired_time: 0.2080789357, output_fired_time: 0.0000000000, propagate_forward_time: 8.5493068695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996074677
validation[          , genome  5546] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       925.26056, best error:       830.64954 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 116.7460021973s, input_fired_time: 1.7622801065, output_fired_time: 1.6420645714, propagate_forward_time: 42.9706954956, propagate_backward_time: 67.1524810791, weight_update_time: 0.1360096633, other_time: 3.2184753418
epoch time: 9.4765453339s, input_fired_time: 0.2103329003, output_fired_time: 0.0000000000, propagate_forward_time: 8.6662702560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5999422073
validation[          , genome  5546] predictions:    9753/  10000 (97.53%), best:    9746/10000 (97.46%), error:       888.11359, best error:       830.64954 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 118.7588882446s, input_fired_time: 1.7772303820, output_fired_time: 1.6610854864, propagate_forward_time: 43.7478675842, propagate_backward_time: 68.2994918823, weight_update_time: 0.1395808905, other_time: 3.2732162476
epoch time: 9.7483148575s, input_fired_time: 0.2149919122, output_fired_time: 0.0000000000, propagate_forward_time: 8.9220876694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6112356186
validation[          , genome  5546] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       906.27887, best error:       830.64954 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 117.6668853760s, input_fired_time: 1.7787394524, output_fired_time: 1.6444684267, propagate_forward_time: 43.4883308411, propagate_backward_time: 67.5029144287, weight_update_time: 0.1381662935, other_time: 3.2524261475
epoch time: 9.3614768982s, input_fired_time: 0.2072656453, output_fired_time: 0.0000000000, propagate_forward_time: 8.5534439087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6007671356
validation[          , genome  5546] predictions:    9654/  10000 (96.54%), best:    9746/10000 (97.46%), error:      1127.85840, best error:       830.64954 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 119.0444869995s, input_fired_time: 1.7785561085, output_fired_time: 1.6714148521, propagate_forward_time: 43.8535575867, propagate_backward_time: 68.4435348511, weight_update_time: 0.1395301074, other_time: 3.2974166870
epoch time: 9.4051847458s, input_fired_time: 0.2105096132, output_fired_time: 0.0000000000, propagate_forward_time: 8.5950937271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995817184
validation[          , genome  5546] predictions:    9727/  10000 (97.27%), best:    9746/10000 (97.46%), error:       913.66425, best error:       830.64954 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 116.1090164185s, input_fired_time: 1.7563325167, output_fired_time: 1.6278586388, propagate_forward_time: 42.6057624817, propagate_backward_time: 66.9004287720, weight_update_time: 0.1357320249, other_time: 3.2186355591
epoch time: 9.5835456848s, input_fired_time: 0.2137295157, output_fired_time: 0.0000000000, propagate_forward_time: 8.7693119049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005039215
validation[          , genome  5546] predictions:    9696/  10000 (96.96%), best:    9746/10000 (97.46%), error:      1056.70117, best error:       830.64954 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 117.4750061035s, input_fired_time: 1.7678747177, output_fired_time: 1.6387770176, propagate_forward_time: 43.3404693604, propagate_backward_time: 67.4807968140, weight_update_time: 0.1378385127, other_time: 3.2470855713
epoch time: 9.0903568268s, input_fired_time: 0.2026394308, output_fired_time: 0.0000000000, propagate_forward_time: 8.2987442017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5889730453
validation[          , genome  5546] predictions:    9701/  10000 (97.01%), best:    9746/10000 (97.46%), error:       978.38495, best error:       830.64954 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 117.9343643188s, input_fired_time: 1.7752611637, output_fired_time: 1.6524507999, propagate_forward_time: 43.4962120056, propagate_backward_time: 67.7642593384, weight_update_time: 0.1385754794, other_time: 3.2461776733
epoch time: 9.4535665512s, input_fired_time: 0.2101567239, output_fired_time: 0.0000000000, propagate_forward_time: 8.6415948868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6018152237
validation[          , genome  5546] predictions:    9683/  10000 (96.83%), best:    9746/10000 (97.46%), error:      1033.45203, best error:       830.64954 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 117.6631393433s, input_fired_time: 1.7707360983, output_fired_time: 1.6419222355, propagate_forward_time: 43.2901344299, propagate_backward_time: 67.7029266357, weight_update_time: 0.1369832009, other_time: 3.2574157715
epoch time: 9.2565031052s, input_fired_time: 0.2062679678, output_fired_time: 0.0000000000, propagate_forward_time: 8.4518384933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983963013
validation[          , genome  5546] predictions:    9693/  10000 (96.93%), best:    9746/10000 (97.46%), error:      1012.61285, best error:       830.64954 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 118.0961456299s, input_fired_time: 1.7735474110, output_fired_time: 1.6628929377, propagate_forward_time: 43.4402885437, propagate_backward_time: 67.9675140381, weight_update_time: 0.1401006430, other_time: 3.2519073486
epoch time: 9.3340692520s, input_fired_time: 0.2095150799, output_fired_time: 0.0000000000, propagate_forward_time: 8.5261325836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5984220505
validation[          , genome  5546] predictions:    9681/  10000 (96.81%), best:    9746/10000 (97.46%), error:      1003.03229, best error:       830.64954 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 117.4980316162s, input_fired_time: 1.7710758448, output_fired_time: 1.6426913738, propagate_forward_time: 43.3516807556, propagate_backward_time: 67.4881362915, weight_update_time: 0.1387516260, other_time: 3.2444534302
epoch time: 9.5166540146s, input_fired_time: 0.2106007040, output_fired_time: 0.0000000000, propagate_forward_time: 8.7062244415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5998287201
validation[          , genome  5546] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       975.26819, best error:       830.64954 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 146.3681945801s, input_fired_time: 2.0825428963, output_fired_time: 2.0021491051, propagate_forward_time: 55.7400512695, propagate_backward_time: 82.9432983398, weight_update_time: 0.1450246423, other_time: 3.6001434326
epoch time: 14.6724367142s, input_fired_time: 0.4833739996, output_fired_time: 0.0000000000, propagate_forward_time: 13.5336017609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6554613113
validation[          , genome  5546] predictions:    9700/  10000 (97.00%), best:    9746/10000 (97.46%), error:      1011.96832, best error:       830.64954 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 180.4418640137s, input_fired_time: 2.4347047806, output_fired_time: 2.3768548965, propagate_forward_time: 68.5518264771, propagate_backward_time: 102.2905654907, weight_update_time: 0.1546872854, other_time: 4.7879028320
epoch time: 14.4898862839s, input_fired_time: 0.2347546369, output_fired_time: 0.0000000000, propagate_forward_time: 13.3457241058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9094076157
validation[          , genome  5546] predictions:    9727/  10000 (97.27%), best:    9746/10000 (97.46%), error:       913.46985, best error:       830.64954 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 181.1037597656s, input_fired_time: 2.1822884083, output_fired_time: 2.6359128952, propagate_forward_time: 67.4952011108, propagate_backward_time: 104.5159683228, weight_update_time: 0.1550744623, other_time: 4.2743988037
epoch time: 14.6487941742s, input_fired_time: 0.2332976013, output_fired_time: 0.0000000000, propagate_forward_time: 13.5124063492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9030904770
validation[          , genome  5546] predictions:    9744/  10000 (97.44%), best:    9746/10000 (97.46%), error:       886.86365, best error:       830.64954 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 178.6533813477s, input_fired_time: 3.4163737297, output_fired_time: 2.1209657192, propagate_forward_time: 66.7997055054, propagate_backward_time: 102.0569000244, weight_update_time: 0.1537679881, other_time: 4.2594375610
epoch time: 14.5206050873s, input_fired_time: 0.2347060442, output_fired_time: 0.0000000000, propagate_forward_time: 13.6285619736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6573371887
validation[          , genome  5546] predictions:    9724/  10000 (97.24%), best:    9746/10000 (97.46%), error:       925.43549, best error:       830.64954 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 179.2149505615s, input_fired_time: 2.6673991680, output_fired_time: 2.3603188992, propagate_forward_time: 65.8906707764, propagate_backward_time: 102.7842102051, weight_update_time: 0.1535876691, other_time: 5.5123443604
epoch time: 14.3347787857s, input_fired_time: 0.2314651012, output_fired_time: 0.0000000000, propagate_forward_time: 13.2121362686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8911771774
validation[          , genome  5546] predictions:    9719/  10000 (97.19%), best:    9746/10000 (97.46%), error:       948.90582, best error:       830.64954 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 180.9286041260s, input_fired_time: 2.6870255470, output_fired_time: 2.6365153790, propagate_forward_time: 68.5243301392, propagate_backward_time: 102.8006896973, weight_update_time: 0.1552423537, other_time: 4.2800369263
epoch time: 14.4891014099s, input_fired_time: 0.4822874665, output_fired_time: 0.0000000000, propagate_forward_time: 13.1032066345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9036073685
validation[          , genome  5546] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:       969.85931, best error:       830.64954 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 179.7236785889s, input_fired_time: 2.1742441654, output_fired_time: 2.8734993935, propagate_forward_time: 65.9446029663, propagate_backward_time: 103.7199707031, weight_update_time: 0.1534356177, other_time: 5.0113601685
epoch time: 14.2031650543s, input_fired_time: 0.7292123437, output_fired_time: 0.0000000000, propagate_forward_time: 12.5854320526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8885202408
validation[          , genome  5546] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       962.81152, best error:       830.64954 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 180.6447753906s, input_fired_time: 2.4354352951, output_fired_time: 2.6398010254, propagate_forward_time: 67.5643692017, propagate_backward_time: 103.2060852051, weight_update_time: 0.1531492174, other_time: 4.7990798950
epoch time: 14.6346282959s, input_fired_time: 0.2327121943, output_fired_time: 0.0000000000, propagate_forward_time: 13.4996089935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9023075104
validation[          , genome  5546] predictions:    9725/  10000 (97.25%), best:    9746/10000 (97.46%), error:       922.31409, best error:       830.64954 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 186.1098327637s, input_fired_time: 2.2231881618, output_fired_time: 1.9306291342, propagate_forward_time: 70.7990036011, propagate_backward_time: 106.5866088867, weight_update_time: 0.1568346918, other_time: 4.5703964233
epoch time: 15.1975221634s, input_fired_time: 0.2432010174, output_fired_time: 0.0000000000, propagate_forward_time: 14.0340251923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9202957153
validation[          , genome  5546] predictions:    9714/  10000 (97.14%), best:    9746/10000 (97.46%), error:       910.34369, best error:       830.64954 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 191.4110260010s, input_fired_time: 2.7689347267, output_fired_time: 3.0164370537, propagate_forward_time: 71.7397155762, propagate_backward_time: 108.7566452026, weight_update_time: 0.1605242342, other_time: 5.1292953491
epoch time: 15.2298355103s, input_fired_time: 0.2420128435, output_fired_time: 0.0000000000, propagate_forward_time: 14.0708742142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9169483185
validation[          , genome  5546] predictions:    9700/  10000 (97.00%), best:    9746/10000 (97.46%), error:       960.40277, best error:       830.64954 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 189.7121429443s, input_fired_time: 2.7474737167, output_fired_time: 3.2180285454, propagate_forward_time: 68.8217010498, propagate_backward_time: 109.5516433716, weight_update_time: 0.1614508182, other_time: 5.3732986450
epoch time: 16.8670330048s, input_fired_time: 0.2857225537, output_fired_time: 0.0000000000, propagate_forward_time: 15.6043243408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9769859314
validation[          , genome  5546] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       911.35132, best error:       830.64954 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 198.8419342041s, input_fired_time: 2.4087309837, output_fired_time: 3.0811195374, propagate_forward_time: 74.5228042603, propagate_backward_time: 113.9474792480, weight_update_time: 0.4159605503, other_time: 4.8817977905
epoch time: 15.9385490417s, input_fired_time: 0.2728389502, output_fired_time: 0.0000000000, propagate_forward_time: 14.9843416214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6813688278
validation[          , genome  5546] predictions:    9747/  10000 (97.47%), best:    9746/10000 (97.46%), error:       847.36816, best error:       830.64954 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 195.7373809814s, input_fired_time: 2.6086628437, output_fired_time: 3.3751959801, propagate_forward_time: 73.9796676636, propagate_backward_time: 110.4198074341, weight_update_time: 0.1971125752, other_time: 5.3540496826
epoch time: 15.9798412323s, input_fired_time: 0.2596808970, output_fired_time: 0.0000000000, propagate_forward_time: 14.9869537354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7332067490
validation[          , genome  5546] predictions:    9695/  10000 (96.95%), best:    9746/10000 (97.46%), error:      1042.78931, best error:       830.64954 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 196.3442840576s, input_fired_time: 2.4004747868, output_fired_time: 2.6559829712, propagate_forward_time: 71.7336425781, propagate_backward_time: 114.6876144409, weight_update_time: 0.1665911973, other_time: 4.8665542603
epoch time: 15.8441267014s, input_fired_time: 0.7481399179, output_fired_time: 0.0000000000, propagate_forward_time: 13.9046430588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1913433075
validation[          , genome  5546] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       910.38562, best error:       830.64954 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 195.9517974854s, input_fired_time: 2.4846920967, output_fired_time: 3.1640405655, propagate_forward_time: 74.8310699463, propagate_backward_time: 111.4465408325, weight_update_time: 0.1653179675, other_time: 4.0254440308
epoch time: 16.3086299896s, input_fired_time: 0.5041632652, output_fired_time: 0.0000000000, propagate_forward_time: 15.1002902985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7041759491
validation[          , genome  5546] predictions:    9744/  10000 (97.44%), best:    9746/10000 (97.46%), error:       849.79773, best error:       830.64954 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 194.1484069824s, input_fired_time: 2.5651957989, output_fired_time: 2.8101201057, propagate_forward_time: 71.7312011719, propagate_backward_time: 111.9853897095, weight_update_time: 0.1673372984, other_time: 5.0564956665
epoch time: 15.5104732513s, input_fired_time: 0.2488249391, output_fired_time: 0.0000000000, propagate_forward_time: 14.5577344894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7039136887
validation[          , genome  5546] predictions:    9725/  10000 (97.25%), best:    9746/10000 (97.46%), error:       899.38892, best error:       830.64954 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 194.4057769775s, input_fired_time: 2.8598439693, output_fired_time: 3.6396212578, propagate_forward_time: 73.1244201660, propagate_backward_time: 109.4272766113, weight_update_time: 0.1658392549, other_time: 5.3546142578
epoch time: 16.0684356689s, input_fired_time: 0.4996938109, output_fired_time: 0.0000000000, propagate_forward_time: 14.5954217911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9733200073
validation[          , genome  5546] predictions:    9751/  10000 (97.51%), best:    9746/10000 (97.46%), error:       846.21460, best error:       830.64954 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 195.9739990234s, input_fired_time: 2.9382421970, output_fired_time: 2.9546797276, propagate_forward_time: 73.0262145996, propagate_backward_time: 111.9133758545, weight_update_time: 0.1662971824, other_time: 5.1414794922
epoch time: 15.9870300293s, input_fired_time: 0.2478344738, output_fired_time: 0.0000000000, propagate_forward_time: 15.0338687897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7053270340
validation[          , genome  5546] predictions:    9709/  10000 (97.09%), best:    9746/10000 (97.46%), error:       962.67151, best error:       830.64954 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 196.1507568359s, input_fired_time: 3.1136126518, output_fired_time: 2.3905565739, propagate_forward_time: 74.7182922363, propagate_backward_time: 110.9488220215, weight_update_time: 0.1643633395, other_time: 4.9794616699
epoch time: 15.4784965515s, input_fired_time: 0.2482502908, output_fired_time: 0.0000000000, propagate_forward_time: 14.3085050583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9217414856
validation[          , genome  5546] predictions:    9687/  10000 (96.87%), best:    9746/10000 (97.46%), error:      1032.74902, best error:       830.64954 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 195.2400512695s, input_fired_time: 2.3917534351, output_fired_time: 2.6116797924, propagate_forward_time: 74.5615386963, propagate_backward_time: 109.8505325317, weight_update_time: 0.1877369285, other_time: 5.8245468140
epoch time: 16.0794429779s, input_fired_time: 0.5034918189, output_fired_time: 0.0000000000, propagate_forward_time: 14.8533163071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7226352692
validation[          , genome  5546] predictions:    9744/  10000 (97.44%), best:    9746/10000 (97.46%), error:       875.21265, best error:       830.64954 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 197.0193939209s, input_fired_time: 2.6415605545, output_fired_time: 2.8696651459, propagate_forward_time: 74.1609649658, propagate_backward_time: 112.7539825439, weight_update_time: 0.1638071537, other_time: 4.5932312012
epoch time: 16.9273509979s, input_fired_time: 0.2772860527, output_fired_time: 0.0000000000, propagate_forward_time: 15.1717138290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4783506393
validation[          , genome  5546] predictions:    9710/  10000 (97.10%), best:    9746/10000 (97.46%), error:       990.47748, best error:       830.64954 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 194.7073669434s, input_fired_time: 3.5698206425, output_fired_time: 3.3205776215, propagate_forward_time: 70.2521743774, propagate_backward_time: 112.7398834229, weight_update_time: 0.1644222140, other_time: 4.8249130249
epoch time: 16.9540519714s, input_fired_time: 0.2972023189, output_fired_time: 0.0000000000, propagate_forward_time: 15.0999641418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5568847656
validation[          , genome  5546] predictions:    9743/  10000 (97.43%), best:    9746/10000 (97.46%), error:       896.09149, best error:       830.64954 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 194.6556701660s, input_fired_time: 2.0795042515, output_fired_time: 2.3221297264, propagate_forward_time: 73.5013504028, propagate_backward_time: 112.2092285156, weight_update_time: 0.1637498140, other_time: 4.5434646606
epoch time: 16.0142574310s, input_fired_time: 0.2479163557, output_fired_time: 0.0000000000, propagate_forward_time: 15.0829944611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6833467484
validation[          , genome  5546] predictions:    9676/  10000 (96.76%), best:    9746/10000 (97.46%), error:      1097.67419, best error:       830.64954 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 186.5305786133s, input_fired_time: 2.5641062260, output_fired_time: 2.2767195702, propagate_forward_time: 72.4996566772, propagate_backward_time: 104.2744827271, weight_update_time: 0.1618849933, other_time: 4.9156188965
epoch time: 14.9196758270s, input_fired_time: 0.2379433066, output_fired_time: 0.0000000000, propagate_forward_time: 14.0209169388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6608152390
validation[          , genome  5546] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       891.24036, best error:       830.64954 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 182.8329620361s, input_fired_time: 2.7799685001, output_fired_time: 2.5227997303, propagate_forward_time: 66.7501907349, propagate_backward_time: 105.0927429199, weight_update_time: 0.1623628139, other_time: 5.6872634888
epoch time: 14.5270700455s, input_fired_time: 0.2453330606, output_fired_time: 0.0000000000, propagate_forward_time: 13.3497438431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9319934845
validation[          , genome  5546] predictions:    9739/  10000 (97.39%), best:    9746/10000 (97.46%), error:       929.11682, best error:       830.64954 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 183.4904327393s, input_fired_time: 2.7623193264, output_fired_time: 2.4814748764, propagate_forward_time: 67.6760864258, propagate_backward_time: 105.4351196289, weight_update_time: 0.1604003012, other_time: 5.1354370117
epoch time: 14.9537353516s, input_fired_time: 0.2503489852, output_fired_time: 0.0000000000, propagate_forward_time: 14.0117931366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6915931702
validation[          , genome  5546] predictions:    9730/  10000 (97.30%), best:    9746/10000 (97.46%), error:       927.21967, best error:       830.64954 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 182.8238220215s, input_fired_time: 2.7550606728, output_fired_time: 2.7231104374, propagate_forward_time: 68.1527862549, propagate_backward_time: 104.2957839966, weight_update_time: 0.4110790491, other_time: 4.8970718384
epoch time: 14.9417982101s, input_fired_time: 0.2427769750, output_fired_time: 0.0000000000, propagate_forward_time: 14.0256767273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6733446121
validation[          , genome  5546] predictions:    9739/  10000 (97.39%), best:    9746/10000 (97.46%), error:       896.80353, best error:       830.64954 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 183.2592926025s, input_fired_time: 2.5238218307, output_fired_time: 2.7717204094, propagate_forward_time: 68.7154922485, propagate_backward_time: 103.8381042480, weight_update_time: 0.1621589810, other_time: 5.4101638794
epoch time: 14.6300964355s, input_fired_time: 0.2410181463, output_fired_time: 0.0000000000, propagate_forward_time: 13.4715585709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9175195694
validation[          , genome  5546] predictions:    9699/  10000 (96.99%), best:    9746/10000 (97.46%), error:      1019.23981, best error:       830.64954 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 180.0558929443s, input_fired_time: 3.1814868450, output_fired_time: 3.1294860840, propagate_forward_time: 66.8728485107, propagate_backward_time: 101.6004409790, weight_update_time: 0.1544506550, other_time: 5.2716293335
epoch time: 14.7276802063s, input_fired_time: 0.2346906364, output_fired_time: 0.0000000000, propagate_forward_time: 13.5906352997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9023542404
validation[          , genome  5546] predictions:    9748/  10000 (97.48%), best:    9746/10000 (97.46%), error:       846.12152, best error:       830.64954 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 180.9018249512s, input_fired_time: 2.4284708500, output_fired_time: 2.1336810589, propagate_forward_time: 69.1760025024, propagate_backward_time: 102.8834152222, weight_update_time: 0.1551246643, other_time: 4.2802581787
epoch time: 14.3480720520s, input_fired_time: 0.4849499762, output_fired_time: 0.0000000000, propagate_forward_time: 13.2192287445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6438932419
validation[          , genome  5546] predictions:    9681/  10000 (96.81%), best:    9746/10000 (97.46%), error:      1055.97546, best error:       830.64954 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 179.7312622070s, input_fired_time: 2.4294493198, output_fired_time: 2.8807277679, propagate_forward_time: 67.4498138428, propagate_backward_time: 102.7055435181, weight_update_time: 0.1542903483, other_time: 4.2657394409
epoch time: 14.6230955124s, input_fired_time: 0.7328656912, output_fired_time: 0.0000000000, propagate_forward_time: 12.7398414612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1503887177
validation[          , genome  5546] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:       977.19806, best error:       830.64954 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 180.3324127197s, input_fired_time: 2.9368722439, output_fired_time: 3.3762843609, propagate_forward_time: 65.4935150146, propagate_backward_time: 103.5118103027, weight_update_time: 0.1541827470, other_time: 5.0139312744
epoch time: 14.4013900757s, input_fired_time: 0.2350788713, output_fired_time: 0.0000000000, propagate_forward_time: 13.2675657272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8987455368
validation[          , genome  5546] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:      1010.67120, best error:       830.64954 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 180.4051055908s, input_fired_time: 2.1838228703, output_fired_time: 2.3888995647, propagate_forward_time: 68.9062423706, propagate_backward_time: 101.9034500122, weight_update_time: 0.1542858034, other_time: 5.0226898193
epoch time: 14.5281219482s, input_fired_time: 0.2373696119, output_fired_time: 0.0000000000, propagate_forward_time: 13.6372175217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6535348892
validation[          , genome  5546] predictions:    9744/  10000 (97.44%), best:    9746/10000 (97.46%), error:       867.04999, best error:       830.64954 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 178.8245544434s, input_fired_time: 2.4240231514, output_fired_time: 2.8531801701, propagate_forward_time: 65.9697265625, propagate_backward_time: 103.3292846680, weight_update_time: 0.4029455185, other_time: 4.2483367920
epoch time: 14.3993110657s, input_fired_time: 0.2353257090, output_fired_time: 0.0000000000, propagate_forward_time: 13.5126838684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6513013840
validation[          , genome  5546] predictions:    9708/  10000 (97.08%), best:    9746/10000 (97.46%), error:       954.00275, best error:       830.64954 on epoch:    54, 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: 73.1109390259s, input_fired_time: 1.4129320383, output_fired_time: 0.0000000000, propagate_forward_time: 67.3613662720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3366394043
best training[          , genome  5546] predictions:   49338/  50000 (98.68%), best:    9746/10000 (97.46%), error:      2334.91553, best error:       830.64954 on epoch:    54, 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: 14.8157958984s, input_fired_time: 0.4818685055, output_fired_time: 0.0000000000, propagate_forward_time: 13.1775035858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1564235687
   testing[          , genome  5546] predictions:    9777/  10000 (97.77%), best:    9746/10000 (97.46%), error:       750.21552, best error:       830.64954 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:00:03 (6852): called boinc_finish(0)

</stderr_txt>
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