Nameexact_genome_1512568488_44_6525_1
Workunit2603973
Created7 Dec 2017, 20:22:43 UTC
Sent7 Dec 2017, 20:30:52 UTC
Report deadline15 Dec 2017, 4:49:33 UTC
Received8 Dec 2017, 14:26:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID31514
Run time3 hours 12 min 33 sec
CPU time3 hours 11 min 57 sec
Validate stateValid
Credit1,836.58
Device peak FLOPS3.16 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.08 MB
Peak swap size158.00 MB
Peak disk usage1.73 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
3013648987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381631851
validation[          , genome  6525] predictions:    9669/  10000 (96.69%), best:    9679/10000 (96.79%), error:      1109.61426, best error:      1066.10242 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 105.3229751587s, input_fired_time: 1.2860857248, output_fired_time: 1.1579039097, propagate_forward_time: 36.0916900635, propagate_backward_time: 63.7290802002, weight_update_time: 0.1484011412, other_time: 3.0582122803
epoch time: 7.9200005531s, input_fired_time: 0.1567652971, output_fired_time: 0.0000000000, propagate_forward_time: 7.2239661217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392689705
validation[          , genome  6525] predictions:    9636/  10000 (96.36%), best:    9679/10000 (96.79%), error:      1214.31787, best error:      1066.10242 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 105.3607711792s, input_fired_time: 1.2915514708, output_fired_time: 1.1569635868, propagate_forward_time: 36.1393089294, propagate_backward_time: 63.7247734070, weight_update_time: 0.1510225683, other_time: 3.0481758118
epoch time: 7.9270300865s, input_fired_time: 0.1542702615, output_fired_time: 0.0000000000, propagate_forward_time: 7.2427902222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299696922
validation[          , genome  6525] predictions:    9655/  10000 (96.55%), best:    9679/10000 (96.79%), error:      1070.90930, best error:      1066.10242 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 105.7908248901s, input_fired_time: 1.3080873489, output_fired_time: 1.1579753160, propagate_forward_time: 36.4168052673, propagate_backward_time: 63.7962341309, weight_update_time: 0.1652357578, other_time: 3.1117248535
epoch time: 7.9445261955s, input_fired_time: 0.1646130532, output_fired_time: 0.0000000000, propagate_forward_time: 7.2290673256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508456230
validation[          , genome  6525] predictions:    9638/  10000 (96.38%), best:    9679/10000 (96.79%), error:      1208.73877, best error:      1066.10242 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 105.6436309814s, input_fired_time: 1.3051959276, output_fired_time: 1.1652432680, propagate_forward_time: 36.2175254822, propagate_backward_time: 63.8596725464, weight_update_time: 0.1633631736, other_time: 3.0959854126
epoch time: 7.9641547203s, input_fired_time: 0.1671066135, output_fired_time: 0.0000000000, propagate_forward_time: 7.2663183212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307297707
validation[          , genome  6525] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:      1002.57379, best error:      1002.57379 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 105.2487335205s, input_fired_time: 1.3087066412, output_fired_time: 1.1683022976, propagate_forward_time: 36.0727424622, propagate_backward_time: 63.6116600037, weight_update_time: 0.1591687948, other_time: 3.0873146057
epoch time: 7.9684915543s, input_fired_time: 0.1620085835, output_fired_time: 0.0000000000, propagate_forward_time: 7.2730770111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334057808
validation[          , genome  6525] predictions:    9688/  10000 (96.88%), best:    9710/10000 (97.10%), error:      1065.10291, best error:      1002.57379 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 105.4800415039s, input_fired_time: 1.3405524492, output_fired_time: 1.1641478539, propagate_forward_time: 36.1919746399, propagate_backward_time: 63.7094001770, weight_update_time: 0.1470325738, other_time: 3.0739707947
epoch time: 7.9644565582s, input_fired_time: 0.1655184925, output_fired_time: 0.0000000000, propagate_forward_time: 7.2413301468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576081276
validation[          , genome  6525] predictions:    9700/  10000 (97.00%), best:    9710/10000 (97.10%), error:      1002.88910, best error:      1002.57379 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 105.5125961304s, input_fired_time: 1.2854081392, output_fired_time: 1.1674542427, propagate_forward_time: 36.1639099121, propagate_backward_time: 63.8297348022, weight_update_time: 0.1481332183, other_time: 3.0660858154
epoch time: 7.9484009743s, input_fired_time: 0.1553487629, output_fired_time: 0.0000000000, propagate_forward_time: 7.2572526932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357995033
validation[          , genome  6525] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       953.38812, best error:       953.38812 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 105.6512527466s, input_fired_time: 1.2887250185, output_fired_time: 1.1748642921, propagate_forward_time: 36.1592979431, propagate_backward_time: 63.9100036621, weight_update_time: 0.1502459496, other_time: 3.1183624268
epoch time: 7.9478430748s, input_fired_time: 0.1549554467, output_fired_time: 0.0000000000, propagate_forward_time: 7.2335796356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593080521
validation[          , genome  6525] predictions:    9619/  10000 (96.19%), best:    9721/10000 (97.21%), error:      1235.26770, best error:       953.38812 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 105.5317916870s, input_fired_time: 1.3279284239, output_fired_time: 1.1716020107, propagate_forward_time: 36.1454277039, propagate_backward_time: 63.7958526611, weight_update_time: 0.1498427391, other_time: 3.0909881592
epoch time: 7.9209284782s, input_fired_time: 0.1736184806, output_fired_time: 0.0000000000, propagate_forward_time: 7.2189602852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5283498764
validation[          , genome  6525] predictions:    9684/  10000 (96.84%), best:    9721/10000 (97.21%), error:      1009.03693, best error:       953.38812 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 105.4622650146s, input_fired_time: 1.3045485020, output_fired_time: 1.1692451239, propagate_forward_time: 36.1745796204, propagate_backward_time: 63.7410812378, weight_update_time: 0.1491342187, other_time: 3.0728073120
epoch time: 7.9009842873s, input_fired_time: 0.1548583806, output_fired_time: 0.0000000000, propagate_forward_time: 7.1968359947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492897034
validation[          , genome  6525] predictions:    9694/  10000 (96.94%), best:    9721/10000 (97.21%), error:      1038.00061, best error:       953.38812 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 105.2563247681s, input_fired_time: 1.3057987690, output_fired_time: 1.1457973719, propagate_forward_time: 36.0482521057, propagate_backward_time: 63.6847343445, weight_update_time: 0.1494283080, other_time: 3.0717353821
epoch time: 7.9419636726s, input_fired_time: 0.1584006548, output_fired_time: 0.0000000000, propagate_forward_time: 7.2521672249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313959122
validation[          , genome  6525] predictions:    9696/  10000 (96.96%), best:    9721/10000 (97.21%), error:      1016.67725, best error:       953.38812 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 105.6232452393s, input_fired_time: 1.3165458441, output_fired_time: 1.1649053097, propagate_forward_time: 36.2629966736, propagate_backward_time: 63.8083534241, weight_update_time: 0.1511712521, other_time: 3.0704460144
epoch time: 7.9370675087s, input_fired_time: 0.1602904052, output_fired_time: 0.0000000000, propagate_forward_time: 7.2464504242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303268433
validation[          , genome  6525] predictions:    9671/  10000 (96.71%), best:    9721/10000 (97.21%), error:      1101.86499, best error:       953.38812 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 105.7516555786s, input_fired_time: 1.3095991611, output_fired_time: 1.1947127581, propagate_forward_time: 36.2609062195, propagate_backward_time: 63.9166450500, weight_update_time: 0.1467585266, other_time: 3.0697898865
epoch time: 8.0017976761s, input_fired_time: 0.1528061181, output_fired_time: 0.0000000000, propagate_forward_time: 7.3099141121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390772820
validation[          , genome  6525] predictions:    9670/  10000 (96.70%), best:    9721/10000 (97.21%), error:      1092.44861, best error:       953.38812 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 105.8115310669s, input_fired_time: 1.3196688890, output_fired_time: 1.1688257456, propagate_forward_time: 36.2172088623, propagate_backward_time: 64.0010833740, weight_update_time: 0.1493534595, other_time: 3.1047439575
epoch time: 7.9141564369s, input_fired_time: 0.1544818282, output_fired_time: 0.0000000000, propagate_forward_time: 7.2384824753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211920738
validation[          , genome  6525] predictions:    9697/  10000 (96.97%), best:    9721/10000 (97.21%), error:      1031.12341, best error:       953.38812 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 110.0734481812s, input_fired_time: 1.3536742926, output_fired_time: 1.2074861526, propagate_forward_time: 37.7521438599, propagate_backward_time: 66.5688247681, weight_update_time: 0.1519491076, other_time: 3.1913146973
epoch time: 7.9572348595s, input_fired_time: 0.1572275907, output_fired_time: 0.0000000000, propagate_forward_time: 7.2607922554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392150879
validation[          , genome  6525] predictions:    9697/  10000 (96.97%), best:    9721/10000 (97.21%), error:       976.00385, best error:       953.38812 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 105.8146820068s, input_fired_time: 1.3023782969, output_fired_time: 1.1590378284, propagate_forward_time: 36.3394432068, propagate_backward_time: 63.9379692078, weight_update_time: 0.1489896029, other_time: 3.0758552551
epoch time: 7.9538969994s, input_fired_time: 0.1631372720, output_fired_time: 0.0000000000, propagate_forward_time: 7.2602820396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304775238
validation[          , genome  6525] predictions:    9689/  10000 (96.89%), best:    9721/10000 (97.21%), error:       997.00983, best error:       953.38812 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 105.2566375732s, input_fired_time: 1.2994215488, output_fired_time: 1.1692821980, propagate_forward_time: 36.1310462952, propagate_backward_time: 63.5900115967, weight_update_time: 0.1495860666, other_time: 3.0668792725
epoch time: 7.9564661980s, input_fired_time: 0.1638071686, output_fired_time: 0.0000000000, propagate_forward_time: 7.2548365593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378222466
validation[          , genome  6525] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:       964.79285, best error:       953.38812 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 105.5717849731s, input_fired_time: 1.2894062996, output_fired_time: 1.1514784098, propagate_forward_time: 36.2956848145, propagate_backward_time: 63.7660446167, weight_update_time: 0.1517146826, other_time: 3.0691680908
epoch time: 8.0432748795s, input_fired_time: 0.1587528586, output_fired_time: 0.0000000000, propagate_forward_time: 7.3412184715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433034897
validation[          , genome  6525] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       939.99841, best error:       939.99841 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 105.7999191284s, input_fired_time: 1.3241239786, output_fired_time: 1.1478198767, propagate_forward_time: 36.1911964417, propagate_backward_time: 64.0083694458, weight_update_time: 0.1606688201, other_time: 3.1284103394
epoch time: 7.9591183662s, input_fired_time: 0.1589803845, output_fired_time: 0.0000000000, propagate_forward_time: 7.2604942322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396437645
validation[          , genome  6525] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       912.66949, best error:       912.66949 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 105.7223129272s, input_fired_time: 1.2893198729, output_fired_time: 1.1896569729, propagate_forward_time: 36.1468009949, propagate_backward_time: 64.0254669189, weight_update_time: 0.1509160548, other_time: 3.0710601807
epoch time: 8.0712490082s, input_fired_time: 0.1593089700, output_fired_time: 0.0000000000, propagate_forward_time: 7.3409943581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5709457397
validation[          , genome  6525] predictions:    9710/  10000 (97.10%), best:    9732/10000 (97.32%), error:      1015.19147, best error:       912.66949 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 105.9280014038s, input_fired_time: 1.3493224382, output_fired_time: 1.1636909246, propagate_forward_time: 36.2735633850, propagate_backward_time: 64.0510025024, weight_update_time: 0.1511629522, other_time: 3.0904312134
epoch time: 7.9476017952s, input_fired_time: 0.1557642221, output_fired_time: 0.0000000000, propagate_forward_time: 7.2298078537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620298386
validation[          , genome  6525] predictions:    9705/  10000 (97.05%), best:    9732/10000 (97.32%), error:       967.36823, best error:       912.66949 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 105.5648651123s, input_fired_time: 1.2884303331, output_fired_time: 1.1595344543, propagate_forward_time: 36.1709632874, propagate_backward_time: 63.8453025818, weight_update_time: 0.1487438381, other_time: 3.1006355286
epoch time: 7.9172835350s, input_fired_time: 0.1593340486, output_fired_time: 0.0000000000, propagate_forward_time: 7.2068891525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510601997
validation[          , genome  6525] predictions:    9712/  10000 (97.12%), best:    9732/10000 (97.32%), error:       989.23047, best error:       912.66949 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 105.7240753174s, input_fired_time: 1.3127564192, output_fired_time: 1.1598168612, propagate_forward_time: 36.3526573181, propagate_backward_time: 63.7640800476, weight_update_time: 0.1495406181, other_time: 3.1347541809
epoch time: 8.0595817566s, input_fired_time: 0.1707367301, output_fired_time: 0.0000000000, propagate_forward_time: 7.3310627937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577821732
validation[          , genome  6525] predictions:    9548/  10000 (95.48%), best:    9732/10000 (97.32%), error:      1412.05078, best error:       912.66949 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 105.5564651489s, input_fired_time: 1.3031263351, output_fired_time: 1.1640075445, propagate_forward_time: 36.1284294128, propagate_backward_time: 63.8879814148, weight_update_time: 0.1491458416, other_time: 3.0729255676
epoch time: 8.0781526566s, input_fired_time: 0.1550779343, output_fired_time: 0.0000000000, propagate_forward_time: 7.3916568756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314178467
validation[          , genome  6525] predictions:    9687/  10000 (96.87%), best:    9732/10000 (97.32%), error:       988.82629, best error:       912.66949 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 105.6847381592s, input_fired_time: 1.3310635090, output_fired_time: 1.1645600796, propagate_forward_time: 36.2232856750, propagate_backward_time: 63.8839225769, weight_update_time: 0.1513203084, other_time: 3.0819129944
epoch time: 7.9501986504s, input_fired_time: 0.1560997963, output_fired_time: 0.0000000000, propagate_forward_time: 7.2452483177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488505363
validation[          , genome  6525] predictions:    9728/  10000 (97.28%), best:    9732/10000 (97.32%), error:       913.81757, best error:       912.66949 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 105.8412094116s, input_fired_time: 1.2992663383, output_fired_time: 1.1643574238, propagate_forward_time: 36.2863578796, propagate_backward_time: 64.0347137451, weight_update_time: 0.1504104435, other_time: 3.0565185547
epoch time: 7.9192023277s, input_fired_time: 0.1539002806, output_fired_time: 0.0000000000, propagate_forward_time: 7.2367591858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285429955
validation[          , genome  6525] predictions:    9696/  10000 (96.96%), best:    9732/10000 (97.32%), error:       957.87720, best error:       912.66949 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 105.6448516846s, input_fired_time: 1.3179116249, output_fired_time: 1.1702127457, propagate_forward_time: 36.2219161987, propagate_backward_time: 63.8556404114, weight_update_time: 0.1483844370, other_time: 3.0791740417
epoch time: 7.9590072632s, input_fired_time: 0.1576016843, output_fired_time: 0.0000000000, propagate_forward_time: 7.2327318192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686736107
validation[          , genome  6525] predictions:    9708/  10000 (97.08%), best:    9732/10000 (97.32%), error:       943.93146, best error:       912.66949 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 106.2426605225s, input_fired_time: 1.3034485579, output_fired_time: 1.1782648563, propagate_forward_time: 36.5143699646, propagate_backward_time: 64.1801452637, weight_update_time: 0.1482924372, other_time: 3.0664215088
epoch time: 8.0123624802s, input_fired_time: 0.1585612744, output_fired_time: 0.0000000000, propagate_forward_time: 7.3072590828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465421677
validation[          , genome  6525] predictions:    9702/  10000 (97.02%), best:    9732/10000 (97.32%), error:      1001.77100, best error:       912.66949 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 106.4530487061s, input_fired_time: 1.3597174883, output_fired_time: 1.2054402828, propagate_forward_time: 36.5448608398, propagate_backward_time: 64.2270889282, weight_update_time: 0.1624905765, other_time: 3.1159439087
epoch time: 7.9706096649s, input_fired_time: 0.1563160419, output_fired_time: 0.0000000000, propagate_forward_time: 7.2693963051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448975563
validation[          , genome  6525] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       897.46741, best error:       897.46741 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 105.8336029053s, input_fired_time: 1.2980222702, output_fired_time: 1.1499037743, propagate_forward_time: 36.2658500671, propagate_backward_time: 64.0083160400, weight_update_time: 0.1504468918, other_time: 3.1115112305
epoch time: 7.9724578857s, input_fired_time: 0.1584744602, output_fired_time: 0.0000000000, propagate_forward_time: 7.2825994492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313839912
validation[          , genome  6525] predictions:    9732/  10000 (97.32%), best:    9728/10000 (97.28%), error:       914.81903, best error:       897.46741 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 106.0013961792s, input_fired_time: 1.3145458698, output_fired_time: 1.1671658754, propagate_forward_time: 36.4358062744, propagate_backward_time: 63.9648208618, weight_update_time: 0.1493861228, other_time: 3.1190567017
epoch time: 7.9905099869s, input_fired_time: 0.1582326740, output_fired_time: 0.0000000000, propagate_forward_time: 7.2911677361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411095619
validation[          , genome  6525] predictions:    9724/  10000 (97.24%), best:    9728/10000 (97.28%), error:       948.57855, best error:       897.46741 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 105.8283996582s, input_fired_time: 1.3009465933, output_fired_time: 1.1854583025, propagate_forward_time: 36.1833610535, propagate_backward_time: 64.0572586060, weight_update_time: 0.1491299868, other_time: 3.1013717651
epoch time: 7.9933037758s, input_fired_time: 0.1607905477, output_fired_time: 0.0000000000, propagate_forward_time: 7.2697196007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5627937317
validation[          , genome  6525] predictions:    9749/  10000 (97.49%), best:    9728/10000 (97.28%), error:       908.24176, best error:       897.46741 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 105.7630844116s, input_fired_time: 1.3082451820, output_fired_time: 1.1738356352, propagate_forward_time: 36.2377281189, propagate_backward_time: 63.9457092285, weight_update_time: 0.1497198939, other_time: 3.0975646973
epoch time: 7.9324746132s, input_fired_time: 0.1572117060, output_fired_time: 0.0000000000, propagate_forward_time: 7.2440919876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311708450
validation[          , genome  6525] predictions:    9706/  10000 (97.06%), best:    9728/10000 (97.28%), error:       963.23694, best error:       897.46741 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 105.8323135376s, input_fired_time: 1.3415598869, output_fired_time: 1.1618356705, propagate_forward_time: 36.2528343201, propagate_backward_time: 63.9686889648, weight_update_time: 0.1504246891, other_time: 3.1073913574
epoch time: 8.0354900360s, input_fired_time: 0.1584013551, output_fired_time: 0.0000000000, propagate_forward_time: 7.3288350105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482535362
validation[          , genome  6525] predictions:    9718/  10000 (97.18%), best:    9728/10000 (97.28%), error:       948.47101, best error:       897.46741 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 105.8485183716s, input_fired_time: 1.2975382805, output_fired_time: 1.1603808403, propagate_forward_time: 36.2677001953, propagate_backward_time: 64.0238494873, weight_update_time: 0.1515049338, other_time: 3.0990524292
epoch time: 7.9614849091s, input_fired_time: 0.1614041626, output_fired_time: 0.0000000000, propagate_forward_time: 7.2576942444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423865318
validation[          , genome  6525] predictions:    9639/  10000 (96.39%), best:    9728/10000 (97.28%), error:      1201.47827, best error:       897.46741 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 105.6196746826s, input_fired_time: 1.3105098009, output_fired_time: 1.1749465466, propagate_forward_time: 36.2631835938, propagate_backward_time: 63.7625846863, weight_update_time: 0.1484301537, other_time: 3.1084480286
epoch time: 7.9749364853s, input_fired_time: 0.1716084033, output_fired_time: 0.0000000000, propagate_forward_time: 7.2695178986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338101387
validation[          , genome  6525] predictions:    9724/  10000 (97.24%), best:    9728/10000 (97.28%), error:       948.51276, best error:       897.46741 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 106.0217514038s, input_fired_time: 1.3371201754, output_fired_time: 1.1912226677, propagate_forward_time: 36.3086662292, propagate_backward_time: 64.1308059692, weight_update_time: 0.1504930705, other_time: 3.0539321899
epoch time: 8.0149221420s, input_fired_time: 0.1601115465, output_fired_time: 0.0000000000, propagate_forward_time: 7.3259944916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288162231
validation[          , genome  6525] predictions:    9745/  10000 (97.45%), best:    9728/10000 (97.28%), error:       898.52948, best error:       897.46741 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 106.3581924438s, input_fired_time: 1.3183317184, output_fired_time: 1.1534258127, propagate_forward_time: 36.4801712036, propagate_backward_time: 64.2708892822, weight_update_time: 0.1623758525, other_time: 3.1353759766
epoch time: 7.9372391701s, input_fired_time: 0.1588953882, output_fired_time: 0.0000000000, propagate_forward_time: 7.2388911247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394525528
validation[          , genome  6525] predictions:    9711/  10000 (97.11%), best:    9728/10000 (97.28%), error:       942.39917, best error:       897.46741 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 105.9830474854s, input_fired_time: 1.3022807837, output_fired_time: 1.1949309111, propagate_forward_time: 36.3604888916, propagate_backward_time: 64.0217666626, weight_update_time: 0.1498763561, other_time: 3.1035766602
epoch time: 7.9707098007s, input_fired_time: 0.1674162447, output_fired_time: 0.0000000000, propagate_forward_time: 7.2627530098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405406952
validation[          , genome  6525] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       892.78400, best error:       892.78400 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 105.2825469971s, input_fired_time: 1.2995287180, output_fired_time: 1.1587646008, propagate_forward_time: 35.9923210144, propagate_backward_time: 63.7242431641, weight_update_time: 0.1513330638, other_time: 3.1076812744
epoch time: 7.9994540215s, input_fired_time: 0.1631539762, output_fired_time: 0.0000000000, propagate_forward_time: 7.2911305428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451693535
validation[          , genome  6525] predictions:    9712/  10000 (97.12%), best:    9740/10000 (97.40%), error:       966.89215, best error:       892.78400 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 105.7179260254s, input_fired_time: 1.3021941185, output_fired_time: 1.1930744648, propagate_forward_time: 36.3056221008, propagate_backward_time: 63.8317146301, weight_update_time: 0.1511188745, other_time: 3.0853233337
epoch time: 7.9410805702s, input_fired_time: 0.1602332890, output_fired_time: 0.0000000000, propagate_forward_time: 7.2401275635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407195091
validation[          , genome  6525] predictions:    9676/  10000 (96.76%), best:    9740/10000 (97.40%), error:      1079.14465, best error:       892.78400 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 108.6483612061s, input_fired_time: 1.3771766424, output_fired_time: 1.2192246914, propagate_forward_time: 37.1684837341, propagate_backward_time: 65.6600570679, weight_update_time: 0.1540937573, other_time: 3.2234268188
epoch time: 7.9959764481s, input_fired_time: 0.1617781371, output_fired_time: 0.0000000000, propagate_forward_time: 7.2870769501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471215248
validation[          , genome  6525] predictions:    9713/  10000 (97.13%), best:    9740/10000 (97.40%), error:       965.46326, best error:       892.78400 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 105.4136810303s, input_fired_time: 1.3151133060, output_fired_time: 1.1652177572, propagate_forward_time: 36.0757293701, propagate_backward_time: 63.7658691406, weight_update_time: 0.1509332508, other_time: 3.0917510986
epoch time: 7.9767518044s, input_fired_time: 0.1594478339, output_fired_time: 0.0000000000, propagate_forward_time: 7.2800416946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372624397
validation[          , genome  6525] predictions:    9660/  10000 (96.60%), best:    9740/10000 (97.40%), error:      1120.99927, best error:       892.78400 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 106.2159576416s, input_fired_time: 1.3342055082, output_fired_time: 1.1779150963, propagate_forward_time: 36.3924369812, propagate_backward_time: 64.1920700073, weight_update_time: 0.1635434330, other_time: 3.1193313599
epoch time: 7.9476585388s, input_fired_time: 0.1602681577, output_fired_time: 0.0000000000, propagate_forward_time: 7.2484636307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389266014
validation[          , genome  6525] predictions:    9702/  10000 (97.02%), best:    9740/10000 (97.40%), error:       975.75604, best error:       892.78400 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 105.9423675537s, input_fired_time: 1.3033212423, output_fired_time: 1.1698256731, propagate_forward_time: 36.3166122437, propagate_backward_time: 64.0601882935, weight_update_time: 0.1570728719, other_time: 3.0924224854
epoch time: 8.1224479675s, input_fired_time: 0.1593369991, output_fired_time: 0.0000000000, propagate_forward_time: 7.3963942528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5667166710
validation[          , genome  6525] predictions:    9702/  10000 (97.02%), best:    9740/10000 (97.40%), error:       978.48199, best error:       892.78400 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 106.0520095825s, input_fired_time: 1.3362114429, output_fired_time: 1.1761587858, propagate_forward_time: 36.2732124329, propagate_backward_time: 64.1592788696, weight_update_time: 0.1492369175, other_time: 3.1071548462
epoch time: 7.9458951950s, input_fired_time: 0.1593039036, output_fired_time: 0.0000000000, propagate_forward_time: 7.2420425415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445489883
validation[          , genome  6525] predictions:    9719/  10000 (97.19%), best:    9740/10000 (97.40%), error:       975.59918, best error:       892.78400 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 105.7546844482s, input_fired_time: 1.3175991774, output_fired_time: 1.1585824490, propagate_forward_time: 36.3483734131, propagate_backward_time: 63.8442459106, weight_update_time: 0.1502448171, other_time: 3.0858840942
epoch time: 7.9469585419s, input_fired_time: 0.1624051630, output_fired_time: 0.0000000000, propagate_forward_time: 7.2412657738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432877541
validation[          , genome  6525] predictions:    9613/  10000 (96.13%), best:    9740/10000 (97.40%), error:      1293.35291, best error:       892.78400 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 105.2652664185s, input_fired_time: 1.3093490601, output_fired_time: 1.1962605715, propagate_forward_time: 36.0165061951, propagate_backward_time: 63.6480293274, weight_update_time: 0.1596675366, other_time: 3.0951194763
epoch time: 7.9519653320s, input_fired_time: 0.1600097418, output_fired_time: 0.0000000000, propagate_forward_time: 7.2391009331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528545380
validation[          , genome  6525] predictions:    9729/  10000 (97.29%), best:    9740/10000 (97.40%), error:       933.28973, best error:       892.78400 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 105.3680114746s, input_fired_time: 1.3189027309, output_fired_time: 1.1854120493, propagate_forward_time: 36.1745491028, propagate_backward_time: 63.6170768738, weight_update_time: 0.1475970596, other_time: 3.0720710754
epoch time: 8.0352983475s, input_fired_time: 0.1615571529, output_fired_time: 0.0000000000, propagate_forward_time: 7.3280816078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456595421
validation[          , genome  6525] predictions:    9700/  10000 (97.00%), best:    9740/10000 (97.40%), error:      1013.59357, best error:       892.78400 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 106.7852401733s, input_fired_time: 1.3419630527, output_fired_time: 1.1817728281, propagate_forward_time: 36.5268325806, propagate_backward_time: 64.5737533569, weight_update_time: 0.1493695378, other_time: 3.1609191895
epoch time: 7.9478607178s, input_fired_time: 0.1604445726, output_fired_time: 0.0000000000, propagate_forward_time: 7.2466053963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408105850
validation[          , genome  6525] predictions:    9716/  10000 (97.16%), best:    9740/10000 (97.40%), error:       972.97266, best error:       892.78400 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 105.5725860596s, input_fired_time: 1.3160076141, output_fired_time: 1.1852003336, propagate_forward_time: 36.1652145386, propagate_backward_time: 63.8392639160, weight_update_time: 0.1578932554, other_time: 3.0668945313
epoch time: 7.9868588448s, input_fired_time: 0.1653705090, output_fired_time: 0.0000000000, propagate_forward_time: 7.2436966896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5777916908
validation[          , genome  6525] predictions:    9624/  10000 (96.24%), best:    9740/10000 (97.40%), error:      1236.30408, best error:       892.78400 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 106.0153961182s, input_fired_time: 1.3042927980, output_fired_time: 1.1567217112, propagate_forward_time: 36.3533897400, propagate_backward_time: 64.0767593384, weight_update_time: 0.1549998671, other_time: 3.1242294312
epoch time: 7.9771080017s, input_fired_time: 0.1695427001, output_fired_time: 0.0000000000, propagate_forward_time: 7.2672171593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403480530
validation[          , genome  6525] predictions:    9706/  10000 (97.06%), best:    9740/10000 (97.40%), error:       958.64954, best error:       892.78400 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 105.5085983276s, input_fired_time: 1.3068362474, output_fired_time: 1.1588300467, propagate_forward_time: 36.0612144470, propagate_backward_time: 63.9082374573, weight_update_time: 0.1516765207, other_time: 3.0734825134
epoch time: 7.9451222420s, input_fired_time: 0.1582668126, output_fired_time: 0.0000000000, propagate_forward_time: 7.2262182236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5606369972
validation[          , genome  6525] predictions:    9688/  10000 (96.88%), best:    9740/10000 (97.40%), error:      1014.60541, best error:       892.78400 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 105.5552749634s, input_fired_time: 1.3247910738, output_fired_time: 1.2036499977, propagate_forward_time: 36.1309204102, propagate_backward_time: 63.8141365051, weight_update_time: 0.1581575274, other_time: 3.0817756653
epoch time: 8.0112533569s, input_fired_time: 0.1752639860, output_fired_time: 0.0000000000, propagate_forward_time: 7.2699847221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5660047531
validation[          , genome  6525] predictions:    9727/  10000 (97.27%), best:    9740/10000 (97.40%), error:       907.41553, best error:       892.78400 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 105.8304061890s, input_fired_time: 1.3221820593, output_fired_time: 1.1755485535, propagate_forward_time: 36.2497787476, propagate_backward_time: 64.0062026978, weight_update_time: 0.1582396477, other_time: 3.0766906738
epoch time: 7.9671382904s, input_fired_time: 0.1602540314, output_fired_time: 0.0000000000, propagate_forward_time: 7.2568926811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499916077
validation[          , genome  6525] predictions:    9704/  10000 (97.04%), best:    9740/10000 (97.40%), error:      1025.04187, best error:       892.78400 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 105.8733291626s, input_fired_time: 1.3071715832, output_fired_time: 1.1679778099, propagate_forward_time: 36.3268203735, propagate_backward_time: 63.9988861084, weight_update_time: 0.1482067108, other_time: 3.0724716187
epoch time: 8.0278015137s, input_fired_time: 0.1636889428, output_fired_time: 0.0000000000, propagate_forward_time: 7.3169856071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471267700
validation[          , genome  6525] predictions:    9727/  10000 (97.27%), best:    9740/10000 (97.40%), error:       909.28827, best error:       892.78400 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 105.5929107666s, input_fired_time: 1.3139984608, output_fired_time: 1.1638679504, propagate_forward_time: 36.2105712891, propagate_backward_time: 63.8244438171, weight_update_time: 0.1492618322, other_time: 3.0800361633
epoch time: 8.0145616531s, input_fired_time: 0.1701511294, output_fired_time: 0.0000000000, propagate_forward_time: 7.2991747856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452356339
validation[          , genome  6525] predictions:    9695/  10000 (96.95%), best:    9740/10000 (97.40%), error:      1015.62769, best error:       892.78400 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 105.7888946533s, input_fired_time: 1.3304984570, output_fired_time: 1.1628313065, propagate_forward_time: 36.2578887939, propagate_backward_time: 63.9863395691, weight_update_time: 0.1515740603, other_time: 3.0513343811
epoch time: 7.9554643631s, input_fired_time: 0.1595888734, output_fired_time: 0.0000000000, propagate_forward_time: 7.2571997643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386757851
validation[          , genome  6525] predictions:    9681/  10000 (96.81%), best:    9740/10000 (97.40%), error:       992.14966, best error:       892.78400 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 105.5644836426s, input_fired_time: 1.3115384579, output_fired_time: 1.1525300741, propagate_forward_time: 36.1622810364, propagate_backward_time: 63.8642616272, weight_update_time: 0.1504294574, other_time: 3.0738792419
epoch time: 7.9346289635s, input_fired_time: 0.1660720557, output_fired_time: 0.0000000000, propagate_forward_time: 7.2359662056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325908661
validation[          , genome  6525] predictions:    9665/  10000 (96.65%), best:    9740/10000 (97.40%), error:      1130.97314, best error:       892.78400 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 106.2161102295s, input_fired_time: 1.3218373060, output_fired_time: 1.1781113148, propagate_forward_time: 36.3669815063, propagate_backward_time: 64.2572555542, weight_update_time: 0.1494726390, other_time: 3.0919265747
epoch time: 8.0010147095s, input_fired_time: 0.1612515002, output_fired_time: 0.0000000000, propagate_forward_time: 7.3033161163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364470482
validation[          , genome  6525] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       852.77325, best error:       852.77325 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 106.0869598389s, input_fired_time: 1.3247298002, output_fired_time: 1.1784266233, propagate_forward_time: 36.3218269348, propagate_backward_time: 64.1509094238, weight_update_time: 0.1521231830, other_time: 3.1110687256
epoch time: 7.9520754814s, input_fired_time: 0.1601151675, output_fired_time: 0.0000000000, propagate_forward_time: 7.2514486313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405116081
validation[          , genome  6525] predictions:    9618/  10000 (96.18%), best:    9742/10000 (97.42%), error:      1209.61072, best error:       852.77325 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 105.3997879028s, input_fired_time: 1.3295044899, output_fired_time: 1.1705697775, propagate_forward_time: 36.1524925232, propagate_backward_time: 63.6885757446, weight_update_time: 0.1502129734, other_time: 3.0586471558
epoch time: 7.9378747940s, input_fired_time: 0.1605099291, output_fired_time: 0.0000000000, propagate_forward_time: 7.2464032173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309615135
validation[          , genome  6525] predictions:    9755/  10000 (97.55%), best:    9742/10000 (97.42%), error:       881.49933, best error:       852.77325 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 106.2375183105s, input_fired_time: 1.3708430529, output_fired_time: 1.1742544174, propagate_forward_time: 36.3308982849, propagate_backward_time: 64.2220535278, weight_update_time: 0.1513823271, other_time: 3.1394729614
epoch time: 8.0390100479s, input_fired_time: 0.1752079427, output_fired_time: 0.0000000000, propagate_forward_time: 7.3012475967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5625543594
validation[          , genome  6525] predictions:    9715/  10000 (97.15%), best:    9742/10000 (97.42%), error:       955.49670, best error:       852.77325 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 105.7350158691s, input_fired_time: 1.3259383440, output_fired_time: 1.1815204620, propagate_forward_time: 36.2618293762, propagate_backward_time: 63.8658905029, weight_update_time: 0.1487329602, other_time: 3.0998382568
epoch time: 7.9942593575s, input_fired_time: 0.1635254174, output_fired_time: 0.0000000000, propagate_forward_time: 7.2770266533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537071228
validation[          , genome  6525] predictions:    9737/  10000 (97.37%), best:    9742/10000 (97.42%), error:       878.13800, best error:       852.77325 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 105.6773681641s, input_fired_time: 1.3244067430, output_fired_time: 1.1742448807, propagate_forward_time: 36.2081985474, propagate_backward_time: 63.8754234314, weight_update_time: 0.1512954533, other_time: 3.0950889587
epoch time: 7.9535856247s, input_fired_time: 0.1618617624, output_fired_time: 0.0000000000, propagate_forward_time: 7.2544355392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372881889
validation[          , genome  6525] predictions:    9723/  10000 (97.23%), best:    9742/10000 (97.42%), error:       988.42072, best error:       852.77325 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 105.8544921875s, input_fired_time: 1.3030424118, output_fired_time: 1.1880995035, propagate_forward_time: 36.2003974915, propagate_backward_time: 64.0129852295, weight_update_time: 0.1681317538, other_time: 3.1499633789
epoch time: 7.9788370132s, input_fired_time: 0.1592395157, output_fired_time: 0.0000000000, propagate_forward_time: 7.2767992020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427985191
validation[          , genome  6525] predictions:    9702/  10000 (97.02%), best:    9742/10000 (97.42%), error:      1000.60889, best error:       852.77325 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 105.4781417847s, input_fired_time: 1.3276876211, output_fired_time: 1.1596796513, propagate_forward_time: 36.0799484253, propagate_backward_time: 63.8501052856, weight_update_time: 0.1508629769, other_time: 3.0607147217
epoch time: 7.9650230408s, input_fired_time: 0.1694899201, output_fired_time: 0.0000000000, propagate_forward_time: 7.2549805641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405526161
validation[          , genome  6525] predictions:    9706/  10000 (97.06%), best:    9742/10000 (97.42%), error:       963.40820, best error:       852.77325 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 105.9137420654s, input_fired_time: 1.3081637621, output_fired_time: 1.1679620743, propagate_forward_time: 36.2767333984, propagate_backward_time: 64.0479354858, weight_update_time: 0.1535291076, other_time: 3.1129455566
epoch time: 8.0341720581s, input_fired_time: 0.1750829518, output_fired_time: 0.0000000000, propagate_forward_time: 7.3170828819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420060158
validation[          , genome  6525] predictions:    9728/  10000 (97.28%), best:    9742/10000 (97.42%), error:       932.22565, best error:       852.77325 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 106.5054779053s, input_fired_time: 1.3284859657, output_fired_time: 1.1621474028, propagate_forward_time: 36.4818725586, propagate_backward_time: 64.4327239990, weight_update_time: 0.1570402682, other_time: 3.1002502441
epoch time: 7.9725518227s, input_fired_time: 0.1644631922, output_fired_time: 0.0000000000, propagate_forward_time: 7.2749042511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331845284
validation[          , genome  6525] predictions:    9724/  10000 (97.24%), best:    9742/10000 (97.42%), error:       923.54736, best error:       852.77325 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 105.8013916016s, input_fired_time: 1.3210389614, output_fired_time: 1.1694182158, propagate_forward_time: 36.2507057190, propagate_backward_time: 63.9510574341, weight_update_time: 0.1528433263, other_time: 3.1091690063
epoch time: 7.9335155487s, input_fired_time: 0.1615781784, output_fired_time: 0.0000000000, propagate_forward_time: 7.2239060402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5480313301
validation[          , genome  6525] predictions:    9650/  10000 (96.50%), best:    9742/10000 (97.42%), error:      1144.51001, best error:       852.77325 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 105.8217315674s, input_fired_time: 1.3126546144, output_fired_time: 1.1610474586, propagate_forward_time: 36.2310028076, propagate_backward_time: 64.0105056763, weight_update_time: 0.1494407654, other_time: 3.1065216064
epoch time: 7.9540138245s, input_fired_time: 0.1628217548, output_fired_time: 0.0000000000, propagate_forward_time: 7.2486324310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425596237
validation[          , genome  6525] predictions:    9695/  10000 (96.95%), best:    9742/10000 (97.42%), error:      1056.66553, best error:       852.77325 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 105.9112548828s, input_fired_time: 1.3383471966, output_fired_time: 1.1586096287, propagate_forward_time: 36.2820854187, propagate_backward_time: 64.0303802490, weight_update_time: 0.1496624053, other_time: 3.1018371582
epoch time: 7.9171271324s, input_fired_time: 0.1636087298, output_fired_time: 0.0000000000, propagate_forward_time: 7.2255287170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5279898643
validation[          , genome  6525] predictions:    9706/  10000 (97.06%), best:    9742/10000 (97.42%), error:       979.39612, best error:       852.77325 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 105.6425018311s, input_fired_time: 1.3185985088, output_fired_time: 1.1542012691, propagate_forward_time: 36.2615509033, propagate_backward_time: 63.8228683472, weight_update_time: 0.1500965059, other_time: 3.0852890015
epoch time: 7.9261336327s, input_fired_time: 0.1594318449, output_fired_time: 0.0000000000, propagate_forward_time: 7.2097678185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569338799
validation[          , genome  6525] predictions:    9707/  10000 (97.07%), best:    9742/10000 (97.42%), error:       969.00879, best error:       852.77325 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 105.5657577515s, input_fired_time: 1.3403363228, output_fired_time: 1.1693420410, propagate_forward_time: 36.1461524963, propagate_backward_time: 63.8350944519, weight_update_time: 0.1492917240, other_time: 3.0748329163
epoch time: 7.9574999809s, input_fired_time: 0.1630689055, output_fired_time: 0.0000000000, propagate_forward_time: 7.2498955727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445356369
validation[          , genome  6525] predictions:    9747/  10000 (97.47%), best:    9742/10000 (97.42%), error:       902.45087, best error:       852.77325 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 105.8452835083s, input_fired_time: 1.3735431433, output_fired_time: 1.2356951237, propagate_forward_time: 36.2695312500, propagate_backward_time: 63.9264488220, weight_update_time: 0.1486303955, other_time: 3.0400657654
epoch time: 8.0203886032s, input_fired_time: 0.1822200716, output_fired_time: 0.0000000000, propagate_forward_time: 7.3032326698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349359512
validation[          , genome  6525] predictions:    9658/  10000 (96.58%), best:    9742/10000 (97.42%), error:      1099.13647, best error:       852.77325 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 106.3100280762s, input_fired_time: 1.3288984299, output_fired_time: 1.1867835522, propagate_forward_time: 36.3886299133, propagate_backward_time: 64.3048248291, weight_update_time: 0.1504594833, other_time: 3.1008911133
epoch time: 8.0077400208s, input_fired_time: 0.1702528894, output_fired_time: 0.0000000000, propagate_forward_time: 7.2976832390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398039818
validation[          , genome  6525] predictions:    9698/  10000 (96.98%), best:    9742/10000 (97.42%), error:       977.21460, best error:       852.77325 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 106.0565719604s, input_fired_time: 1.3432416916, output_fired_time: 1.1551562548, propagate_forward_time: 36.3453979492, propagate_backward_time: 64.1246871948, weight_update_time: 0.1491255760, other_time: 3.0880889893
epoch time: 8.0079402924s, input_fired_time: 0.1645966768, output_fired_time: 0.0000000000, propagate_forward_time: 7.2976355553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457081795
validation[          , genome  6525] predictions:    9697/  10000 (96.97%), best:    9742/10000 (97.42%), error:      1009.31952, best error:       852.77325 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 106.2401275635s, input_fired_time: 1.3168421984, output_fired_time: 1.1778318882, propagate_forward_time: 36.4755897522, propagate_backward_time: 64.1241302490, weight_update_time: 0.1500818878, other_time: 3.1457366943
epoch time: 7.9816684723s, input_fired_time: 0.1846074909, output_fired_time: 0.0000000000, propagate_forward_time: 7.2661480904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309128761
validation[          , genome  6525] predictions:    9693/  10000 (96.93%), best:    9742/10000 (97.42%), error:      1030.16394, best error:       852.77325 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 105.9057006836s, input_fired_time: 1.3124941587, output_fired_time: 1.1687061787, propagate_forward_time: 36.3281059265, propagate_backward_time: 64.0102081299, weight_update_time: 0.1495344937, other_time: 3.0861816406
epoch time: 7.9521307945s, input_fired_time: 0.1659946442, output_fired_time: 0.0000000000, propagate_forward_time: 7.2446112633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415248871
validation[          , genome  6525] predictions:    9714/  10000 (97.14%), best:    9742/10000 (97.42%), error:       972.89648, best error:       852.77325 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 105.4933853149s, input_fired_time: 1.3150583506, output_fired_time: 1.1525552273, propagate_forward_time: 36.0672225952, propagate_backward_time: 63.8574600220, weight_update_time: 0.1489121765, other_time: 3.1010894775
epoch time: 7.9840497971s, input_fired_time: 0.1629377306, output_fired_time: 0.0000000000, propagate_forward_time: 7.2829732895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381388664
validation[          , genome  6525] predictions:    9746/  10000 (97.46%), best:    9742/10000 (97.42%), error:       901.35205, best error:       852.77325 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 105.7805023193s, input_fired_time: 1.3227361441, output_fired_time: 1.1737114191, propagate_forward_time: 36.2939949036, propagate_backward_time: 63.9036865234, weight_update_time: 0.1528225392, other_time: 3.0863647461
epoch time: 7.9501786232s, input_fired_time: 0.1641557813, output_fired_time: 0.0000000000, propagate_forward_time: 7.2327713966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532512665
validation[          , genome  6525] predictions:    9729/  10000 (97.29%), best:    9742/10000 (97.42%), error:       867.54333, best error:       852.77325 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 105.3323516846s, input_fired_time: 1.3284320831, output_fired_time: 1.1491502523, propagate_forward_time: 36.1375694275, propagate_backward_time: 63.6378936768, weight_update_time: 0.1487577409, other_time: 3.0793151855
epoch time: 7.9643197060s, input_fired_time: 0.1595155001, output_fired_time: 0.0000000000, propagate_forward_time: 7.2701234818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346808434
validation[          , genome  6525] predictions:    9725/  10000 (97.25%), best:    9742/10000 (97.42%), error:       916.28284, best error:       852.77325 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 105.4799118042s, input_fired_time: 1.3507158756, output_fired_time: 1.1485317945, propagate_forward_time: 36.1295852661, propagate_backward_time: 63.6978874207, weight_update_time: 0.1502188295, other_time: 3.1531944275
epoch time: 7.9299316406s, input_fired_time: 0.1612223983, output_fired_time: 0.0000000000, propagate_forward_time: 7.2344994545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342097282
validation[          , genome  6525] predictions:    9713/  10000 (97.13%), best:    9742/10000 (97.42%), error:       938.70673, best error:       852.77325 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 105.6495819092s, input_fired_time: 1.3210189342, output_fired_time: 1.1712077856, propagate_forward_time: 36.3018035889, propagate_backward_time: 63.8172149658, weight_update_time: 0.1506297588, other_time: 3.0383300781
epoch time: 7.9780569077s, input_fired_time: 0.1620031744, output_fired_time: 0.0000000000, propagate_forward_time: 7.2750825882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409712791
validation[          , genome  6525] predictions:    9674/  10000 (96.74%), best:    9742/10000 (97.42%), error:      1045.84058, best error:       852.77325 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 106.1611328125s, input_fired_time: 1.3310530186, output_fired_time: 1.1613581181, propagate_forward_time: 36.4262123108, propagate_backward_time: 64.1409149170, weight_update_time: 0.1502773166, other_time: 3.1015930176
epoch time: 7.9080133438s, input_fired_time: 0.1594906747, output_fired_time: 0.0000000000, propagate_forward_time: 7.2136945724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348281860
validation[          , genome  6525] predictions:    9697/  10000 (96.97%), best:    9742/10000 (97.42%), error:      1020.05286, best error:       852.77325 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 106.0173645020s, input_fired_time: 1.3332035542, output_fired_time: 1.1667180061, propagate_forward_time: 36.3191223145, propagate_backward_time: 64.0989608765, weight_update_time: 0.1542430371, other_time: 3.0993576050
epoch time: 8.0662508011s, input_fired_time: 0.1646283120, output_fired_time: 0.0000000000, propagate_forward_time: 7.3373088837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5643134117
validation[          , genome  6525] predictions:    9740/  10000 (97.40%), best:    9742/10000 (97.42%), error:       906.42407, best error:       852.77325 on epoch:    74, 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: 40.0922203064s, input_fired_time: 0.8033409119, output_fired_time: 0.0000000000, propagate_forward_time: 36.3659133911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9229660034
best training[          , genome  6525] predictions:   49496/  50000 (98.99%), best:    9742/10000 (97.42%), error:      1954.81067, best error:       852.77325 on epoch:    74, 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: 8.0388832092s, input_fired_time: 0.1599632800, output_fired_time: 0.0000000000, propagate_forward_time: 7.2848477364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940723419
   testing[          , genome  6525] predictions:    9764/  10000 (97.64%), best:    9742/10000 (97.42%), error:       771.23071, best error:       852.77325 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:26:39 (27564): called boinc_finish(0)

</stderr_txt>
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