Nameexact_genome_1512568488_42_6744_1
Workunit2604941
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline15 Dec 2017, 9:43:05 UTC
Received8 Dec 2017, 12:26:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 4 min 47 sec
CPU time4 hours 3 min 54 sec
Validate stateValid
Credit1,875.36
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.95 MB
Peak swap size159.22 MB
Peak disk usage1.85 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
          , genome  6744] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1075.01636, best error:      1075.01636 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 133.2639160156s, input_fired_time: 1.8194600344, output_fired_time: 1.6335285902, propagate_forward_time: 50.1333084106, propagate_backward_time: 76.1991271973, weight_update_time: 0.1458644420, other_time: 3.4784927368
epoch time: 10.8183412552s, input_fired_time: 0.2239763588, output_fired_time: 0.0000000000, propagate_forward_time: 9.9963378906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5980272293
validation[          , genome  6744] predictions:    9606/  10000 (96.06%), best:    9679/10000 (96.79%), error:      1331.80249, best error:      1075.01636 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 133.2851409912s, input_fired_time: 1.8441728354, output_fired_time: 1.6393985748, propagate_forward_time: 50.1170539856, propagate_backward_time: 76.1758575439, weight_update_time: 0.1447865367, other_time: 3.5086517334
epoch time: 10.7464523315s, input_fired_time: 0.2218649089, output_fired_time: 0.0000000000, propagate_forward_time: 9.9240465164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005411148
validation[          , genome  6744] predictions:    9650/  10000 (96.50%), best:    9679/10000 (96.79%), error:      1205.98547, best error:      1075.01636 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 132.4328002930s, input_fired_time: 1.7750302553, output_fired_time: 1.6225720644, propagate_forward_time: 49.8708610535, propagate_backward_time: 75.8005981445, weight_update_time: 0.1434470415, other_time: 3.3637390137
epoch time: 10.7564754486s, input_fired_time: 0.2344423980, output_fired_time: 0.0000000000, propagate_forward_time: 9.9251451492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5968875885
validation[          , genome  6744] predictions:    9638/  10000 (96.38%), best:    9679/10000 (96.79%), error:      1239.40942, best error:      1075.01636 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 132.2044067383s, input_fired_time: 1.7866418362, output_fired_time: 1.6226918697, propagate_forward_time: 49.7665901184, propagate_backward_time: 75.6601867676, weight_update_time: 0.1446546614, other_time: 3.3683013916
epoch time: 10.5784406662s, input_fired_time: 0.2247165442, output_fired_time: 0.0000000000, propagate_forward_time: 9.7348403931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188840866
validation[          , genome  6744] predictions:    9665/  10000 (96.65%), best:    9679/10000 (96.79%), error:      1087.91528, best error:      1075.01636 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 133.3351135254s, input_fired_time: 1.8051363230, output_fired_time: 1.6280215979, propagate_forward_time: 50.1235466003, propagate_backward_time: 76.3631591797, weight_update_time: 0.1490201503, other_time: 3.4152526855
epoch time: 10.7699518204s, input_fired_time: 0.2235345691, output_fired_time: 0.0000000000, propagate_forward_time: 9.9348964691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6115207672
validation[          , genome  6744] predictions:    9619/  10000 (96.19%), best:    9679/10000 (96.79%), error:      1207.02539, best error:      1075.01636 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 133.1751556396s, input_fired_time: 1.8342785835, output_fired_time: 1.6295510530, propagate_forward_time: 50.0481224060, propagate_backward_time: 76.2041931152, weight_update_time: 0.1453219205, other_time: 3.4590148926
epoch time: 10.8634586334s, input_fired_time: 0.2275081426, output_fired_time: 0.0000000000, propagate_forward_time: 10.0161390305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198110580
validation[          , genome  6744] predictions:    9453/  10000 (94.53%), best:    9679/10000 (96.79%), error:      1739.85376, best error:      1075.01636 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 132.3919067383s, input_fired_time: 1.8050553799, output_fired_time: 1.6397664547, propagate_forward_time: 49.8033294678, propagate_backward_time: 75.7922744751, weight_update_time: 0.1436804384, other_time: 3.3514785767
epoch time: 10.8658294678s, input_fired_time: 0.2394199669, output_fired_time: 0.0000000000, propagate_forward_time: 10.0059843063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204252243
validation[          , genome  6744] predictions:    9665/  10000 (96.65%), best:    9679/10000 (96.79%), error:      1085.77417, best error:      1075.01636 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 134.2819366455s, input_fired_time: 1.8762496710, output_fired_time: 1.6472072601, propagate_forward_time: 50.4186706543, propagate_backward_time: 76.7224273682, weight_update_time: 0.1497847885, other_time: 3.6173858643
epoch time: 11.1450862885s, input_fired_time: 0.2322157472, output_fired_time: 0.0000000000, propagate_forward_time: 10.2675704956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6452999115
validation[          , genome  6744] predictions:    9662/  10000 (96.62%), best:    9679/10000 (96.79%), error:      1117.41833, best error:      1075.01636 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 135.1330718994s, input_fired_time: 1.8489084244, output_fired_time: 1.6634620428, propagate_forward_time: 50.8062820435, propagate_backward_time: 77.1625137329, weight_update_time: 0.1510352343, other_time: 3.6519012451
epoch time: 10.7547597885s, input_fired_time: 0.2244838774, output_fired_time: 0.0000000000, propagate_forward_time: 9.9292659760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010103226
validation[          , genome  6744] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1061.99268, best error:      1061.99268 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 133.2820434570s, input_fired_time: 1.8178787231, output_fired_time: 1.6289837360, propagate_forward_time: 50.1985816956, propagate_backward_time: 76.1758651733, weight_update_time: 0.1507733315, other_time: 3.4607467651
epoch time: 10.8927927017s, input_fired_time: 0.2377735823, output_fired_time: 0.0000000000, propagate_forward_time: 10.0339794159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210393906
validation[          , genome  6744] predictions:    9558/  10000 (95.58%), best:    9686/10000 (96.86%), error:      1410.76685, best error:      1061.99268 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 131.9798278809s, input_fired_time: 1.7897112370, output_fired_time: 1.6039952040, propagate_forward_time: 49.5873107910, propagate_backward_time: 75.6176376343, weight_update_time: 0.1436744630, other_time: 3.3811721802
epoch time: 10.9074172974s, input_fired_time: 0.2354867458, output_fired_time: 0.0000000000, propagate_forward_time: 10.0562219620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6157083511
validation[          , genome  6744] predictions:    9677/  10000 (96.77%), best:    9686/10000 (96.86%), error:      1070.93921, best error:      1061.99268 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 133.0014801025s, input_fired_time: 1.8256500959, output_fired_time: 1.6433269978, propagate_forward_time: 50.0719413757, propagate_backward_time: 76.0209426880, weight_update_time: 0.1491174996, other_time: 3.4396133423
epoch time: 10.8055601120s, input_fired_time: 0.2296216786, output_fired_time: 0.0000000000, propagate_forward_time: 9.9638299942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6121082306
validation[          , genome  6744] predictions:    9671/  10000 (96.71%), best:    9686/10000 (96.86%), error:      1075.21228, best error:      1061.99268 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 133.3656158447s, input_fired_time: 1.8108643293, output_fired_time: 1.6339268684, propagate_forward_time: 50.0253791809, propagate_backward_time: 76.3818817139, weight_update_time: 0.1487235427, other_time: 3.5135650635
epoch time: 10.6814584732s, input_fired_time: 0.2248224616, output_fired_time: 0.0000000000, propagate_forward_time: 9.8599462509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5966901779
validation[          , genome  6744] predictions:    9660/  10000 (96.60%), best:    9686/10000 (96.86%), error:      1138.85693, best error:      1061.99268 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 132.7849273682s, input_fired_time: 1.8083618879, output_fired_time: 1.6239699125, propagate_forward_time: 49.9307708740, propagate_backward_time: 76.0331268311, weight_update_time: 0.1436748207, other_time: 3.3887023926
epoch time: 11.1267414093s, input_fired_time: 0.2335065305, output_fired_time: 0.0000000000, propagate_forward_time: 10.2636804581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6295547485
validation[          , genome  6744] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       964.85449, best error:       964.85449 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 132.6604003906s, input_fired_time: 1.8061821461, output_fired_time: 1.6175849438, propagate_forward_time: 49.9008369446, propagate_backward_time: 75.9186553955, weight_update_time: 0.1517199427, other_time: 3.4171447754
epoch time: 10.8395490646s, input_fired_time: 0.2316869050, output_fired_time: 0.0000000000, propagate_forward_time: 9.9992341995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6086282730
validation[          , genome  6744] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       948.79944, best error:       948.79944 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 132.3531036377s, input_fired_time: 1.7998881340, output_fired_time: 1.6358931065, propagate_forward_time: 49.7817649841, propagate_backward_time: 75.7862014771, weight_update_time: 0.1442771703, other_time: 3.3493576050
epoch time: 10.7601537704s, input_fired_time: 0.2263829112, output_fired_time: 0.0000000000, propagate_forward_time: 9.9351825714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985879898
validation[          , genome  6744] predictions:    9692/  10000 (96.92%), best:    9709/10000 (97.09%), error:      1044.01086, best error:       948.79944 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 135.9532928467s, input_fired_time: 1.8683906794, output_fired_time: 1.6546719074, propagate_forward_time: 51.1580505371, propagate_backward_time: 77.6782455444, weight_update_time: 0.1459474713, other_time: 3.5939254761
epoch time: 10.8481740952s, input_fired_time: 0.2272797525, output_fired_time: 0.0000000000, propagate_forward_time: 10.0147113800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6061830521
validation[          , genome  6744] predictions:    9609/  10000 (96.09%), best:    9709/10000 (97.09%), error:      1250.69275, best error:       948.79944 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 133.4447937012s, input_fired_time: 1.8382800817, output_fired_time: 1.6350651979, propagate_forward_time: 50.1180648804, propagate_backward_time: 76.3087921143, weight_update_time: 0.1460026652, other_time: 3.5445785522
epoch time: 10.8661899567s, input_fired_time: 0.2326557487, output_fired_time: 0.0000000000, propagate_forward_time: 10.0062465668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6272878647
validation[          , genome  6744] predictions:    9675/  10000 (96.75%), best:    9709/10000 (97.09%), error:      1078.86084, best error:       948.79944 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 132.4323730469s, input_fired_time: 1.7930004597, output_fired_time: 1.6185311079, propagate_forward_time: 49.8314132690, propagate_backward_time: 75.7974777222, weight_update_time: 0.1450724900, other_time: 3.3919525146
epoch time: 10.7440452576s, input_fired_time: 0.2273170650, output_fired_time: 0.0000000000, propagate_forward_time: 9.9215812683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5951471329
validation[          , genome  6744] predictions:    9685/  10000 (96.85%), best:    9709/10000 (97.09%), error:      1018.83319, best error:       948.79944 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 133.1819458008s, input_fired_time: 1.8286730051, output_fired_time: 1.6387090683, propagate_forward_time: 50.1224861145, propagate_backward_time: 76.1372833252, weight_update_time: 0.1502708197, other_time: 3.4548034668
epoch time: 10.8135948181s, input_fired_time: 0.2349052429, output_fired_time: 0.0000000000, propagate_forward_time: 9.9804754257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982141495
validation[          , genome  6744] predictions:    9678/  10000 (96.78%), best:    9709/10000 (97.09%), error:      1033.26465, best error:       948.79944 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 133.3755493164s, input_fired_time: 1.8182470798, output_fired_time: 1.6334778070, propagate_forward_time: 50.0857849121, propagate_backward_time: 76.3630447388, weight_update_time: 0.1493009329, other_time: 3.4749832153
epoch time: 10.7463045120s, input_fired_time: 0.2224281281, output_fired_time: 0.0000000000, propagate_forward_time: 9.9297523499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941238403
validation[          , genome  6744] predictions:    9356/  10000 (93.56%), best:    9709/10000 (97.09%), error:      2203.34692, best error:       948.79944 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 133.3839569092s, input_fired_time: 1.8413277864, output_fired_time: 1.6370843649, propagate_forward_time: 50.1657180786, propagate_backward_time: 76.2173233032, weight_update_time: 0.1465169340, other_time: 3.5225067139
epoch time: 10.7229671478s, input_fired_time: 0.2243516296, output_fired_time: 0.0000000000, propagate_forward_time: 9.9052457809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933694839
validation[          , genome  6744] predictions:    9712/  10000 (97.12%), best:    9709/10000 (97.09%), error:       990.60840, best error:       948.79944 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 133.4666137695s, input_fired_time: 1.8247137070, output_fired_time: 1.6186649799, propagate_forward_time: 50.1349792480, propagate_backward_time: 76.3333282471, weight_update_time: 0.1451288462, other_time: 3.5549316406
epoch time: 10.9054698944s, input_fired_time: 0.2358169705, output_fired_time: 0.0000000000, propagate_forward_time: 10.0488710403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6207818985
validation[          , genome  6744] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       944.87897, best error:       944.87897 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 133.9118957520s, input_fired_time: 1.8379734755, output_fired_time: 1.6579465866, propagate_forward_time: 50.4006805420, propagate_backward_time: 76.5721969604, weight_update_time: 0.1444659680, other_time: 3.4431076050
epoch time: 10.8993740082s, input_fired_time: 0.2302784622, output_fired_time: 0.0000000000, propagate_forward_time: 10.0512895584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6178064346
validation[          , genome  6744] predictions:    9698/  10000 (96.98%), best:    9718/10000 (97.18%), error:       984.68756, best error:       944.87897 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 132.7634887695s, input_fired_time: 1.8068560362, output_fired_time: 1.6205050945, propagate_forward_time: 50.1230468750, propagate_backward_time: 75.8747482300, weight_update_time: 0.1447547227, other_time: 3.3383407593
epoch time: 10.6746978760s, input_fired_time: 0.2199149877, output_fired_time: 0.0000000000, propagate_forward_time: 9.8597040176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950784683
validation[          , genome  6744] predictions:    9594/  10000 (95.94%), best:    9718/10000 (97.18%), error:      1315.71545, best error:       944.87897 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 132.2333221436s, input_fired_time: 1.7872964144, output_fired_time: 1.6088626385, propagate_forward_time: 49.7341423035, propagate_backward_time: 75.7535400391, weight_update_time: 0.1445452273, other_time: 3.3494873047
epoch time: 10.8494844437s, input_fired_time: 0.2266734838, output_fired_time: 0.0000000000, propagate_forward_time: 10.0108213425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6119899750
validation[          , genome  6744] predictions:    9706/  10000 (97.06%), best:    9718/10000 (97.18%), error:       994.12616, best error:       944.87897 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 132.7685089111s, input_fired_time: 1.8177195787, output_fired_time: 1.6280884743, propagate_forward_time: 49.9150657654, propagate_backward_time: 75.9570388794, weight_update_time: 0.1496823877, other_time: 3.4505996704
epoch time: 10.8989439011s, input_fired_time: 0.2398791611, output_fired_time: 0.0000000000, propagate_forward_time: 10.0351686478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6238956451
validation[          , genome  6744] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       922.39496, best error:       922.39496 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 133.1135101318s, input_fired_time: 1.8115732670, output_fired_time: 1.6304340363, propagate_forward_time: 50.1724548340, propagate_backward_time: 76.0945816040, weight_update_time: 0.1450780779, other_time: 3.4044723511
epoch time: 10.7411060333s, input_fired_time: 0.2262711525, output_fired_time: 0.0000000000, propagate_forward_time: 9.9219388962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5928964615
validation[          , genome  6744] predictions:    9732/  10000 (97.32%), best:    9708/10000 (97.08%), error:       930.10822, best error:       922.39496 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 132.8063354492s, input_fired_time: 1.8175151348, output_fired_time: 1.6684772968, propagate_forward_time: 49.9333457947, propagate_backward_time: 75.9843063354, weight_update_time: 0.1494739503, other_time: 3.4026870728
epoch time: 11.1638240814s, input_fired_time: 0.2372034341, output_fired_time: 0.0000000000, propagate_forward_time: 10.2439975739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6826229095
validation[          , genome  6744] predictions:    9713/  10000 (97.13%), best:    9708/10000 (97.08%), error:       994.93768, best error:       922.39496 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 133.2843933105s, input_fired_time: 1.8139441013, output_fired_time: 1.6448476315, propagate_forward_time: 50.0923767090, propagate_backward_time: 76.2405548096, weight_update_time: 0.1442608684, other_time: 3.4926605225
epoch time: 11.0388288498s, input_fired_time: 0.2353866249, output_fired_time: 0.0000000000, propagate_forward_time: 10.1677389145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6357030869
validation[          , genome  6744] predictions:    9731/  10000 (97.31%), best:    9708/10000 (97.08%), error:       950.27478, best error:       922.39496 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 132.1213073730s, input_fired_time: 1.7889454365, output_fired_time: 1.6211154461, propagate_forward_time: 49.7827453613, propagate_backward_time: 75.6166152954, weight_update_time: 0.1482649297, other_time: 3.3118972778
epoch time: 10.9240484238s, input_fired_time: 0.2348021120, output_fired_time: 0.0000000000, propagate_forward_time: 10.0461549759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6430912018
validation[          , genome  6744] predictions:    9699/  10000 (96.99%), best:    9708/10000 (97.08%), error:      1006.12646, best error:       922.39496 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 132.4060211182s, input_fired_time: 1.8166151047, output_fired_time: 1.6213383675, propagate_forward_time: 49.7279624939, propagate_backward_time: 75.7830047607, weight_update_time: 0.1494248211, other_time: 3.4570922852
epoch time: 10.7165756226s, input_fired_time: 0.2259338051, output_fired_time: 0.0000000000, propagate_forward_time: 9.8974714279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931701660
validation[          , genome  6744] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       909.35626, best error:       909.35626 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 131.6129302979s, input_fired_time: 1.7877999544, output_fired_time: 1.6166430712, propagate_forward_time: 49.5836830139, propagate_backward_time: 75.2892150879, weight_update_time: 0.1433407068, other_time: 3.3356018066
epoch time: 11.3579816818s, input_fired_time: 0.2411052436, output_fired_time: 0.0000000000, propagate_forward_time: 10.4317026138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6851739883
validation[          , genome  6744] predictions:    9698/  10000 (96.98%), best:    9720/10000 (97.20%), error:       992.08319, best error:       909.35626 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 133.6174468994s, input_fired_time: 1.8338028193, output_fired_time: 1.6323777437, propagate_forward_time: 50.2681274414, propagate_backward_time: 76.4034805298, weight_update_time: 0.1459951699, other_time: 3.4796524048
epoch time: 10.8129987717s, input_fired_time: 0.2322352529, output_fired_time: 0.0000000000, propagate_forward_time: 9.9629802704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177835464
validation[          , genome  6744] predictions:    9714/  10000 (97.14%), best:    9720/10000 (97.20%), error:       953.24902, best error:       909.35626 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 133.3244628906s, input_fired_time: 1.8439891338, output_fired_time: 1.6388838291, propagate_forward_time: 50.1613388062, propagate_backward_time: 76.1771545410, weight_update_time: 0.1475034952, other_time: 3.5030899048
epoch time: 10.9173145294s, input_fired_time: 0.2314968854, output_fired_time: 0.0000000000, propagate_forward_time: 10.0595598221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6262578964
validation[          , genome  6744] predictions:    9684/  10000 (96.84%), best:    9720/10000 (97.20%), error:      1034.91223, best error:       909.35626 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 132.6863250732s, input_fired_time: 1.8139063120, output_fired_time: 1.6457610130, propagate_forward_time: 49.8833999634, propagate_backward_time: 75.9125747681, weight_update_time: 0.1481117457, other_time: 3.4306793213
epoch time: 10.7833671570s, input_fired_time: 0.2271390557, output_fired_time: 0.0000000000, propagate_forward_time: 9.9605579376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956697464
validation[          , genome  6744] predictions:    9728/  10000 (97.28%), best:    9720/10000 (97.20%), error:       913.10278, best error:       909.35626 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 133.4711456299s, input_fired_time: 1.8282539845, output_fired_time: 1.6562559605, propagate_forward_time: 50.2242507935, propagate_backward_time: 76.3119430542, weight_update_time: 0.1463302821, other_time: 3.4504547119
epoch time: 11.2415895462s, input_fired_time: 0.2353692204, output_fired_time: 0.0000000000, propagate_forward_time: 10.3611145020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6451053619
validation[          , genome  6744] predictions:    9682/  10000 (96.82%), best:    9720/10000 (97.20%), error:      1052.66980, best error:       909.35626 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 133.4474945068s, input_fired_time: 1.8102626801, output_fired_time: 1.6353269815, propagate_forward_time: 50.2090148926, propagate_backward_time: 76.3433303833, weight_update_time: 0.1445005387, other_time: 3.4495620728
epoch time: 11.3204984665s, input_fired_time: 0.2296022624, output_fired_time: 0.0000000000, propagate_forward_time: 10.4618282318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6290683746
validation[          , genome  6744] predictions:    9638/  10000 (96.38%), best:    9720/10000 (97.20%), error:      1168.74744, best error:       909.35626 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 134.1308593750s, input_fired_time: 1.8522261381, output_fired_time: 1.6212222576, propagate_forward_time: 50.6233291626, propagate_backward_time: 76.5709915161, weight_update_time: 0.1457154155, other_time: 3.4631042480
epoch time: 10.8277702332s, input_fired_time: 0.2288212478, output_fired_time: 0.0000000000, propagate_forward_time: 9.9818553925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6170940399
validation[          , genome  6744] predictions:    9699/  10000 (96.99%), best:    9720/10000 (97.20%), error:      1011.58307, best error:       909.35626 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 132.4175262451s, input_fired_time: 1.7952347994, output_fired_time: 1.6294400692, propagate_forward_time: 49.7936134338, propagate_backward_time: 75.7839660645, weight_update_time: 0.1449774504, other_time: 3.4152679443
epoch time: 10.8274793625s, input_fired_time: 0.2315840423, output_fired_time: 0.0000000000, propagate_forward_time: 10.0058116913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5900840759
validation[          , genome  6744] predictions:    9700/  10000 (97.00%), best:    9720/10000 (97.20%), error:       968.23004, best error:       909.35626 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 131.9361114502s, input_fired_time: 1.7946567535, output_fired_time: 1.6260647774, propagate_forward_time: 49.6866683960, propagate_backward_time: 75.4939346313, weight_update_time: 0.1433052272, other_time: 3.3347778320
epoch time: 10.6082124710s, input_fired_time: 0.2227472514, output_fired_time: 0.0000000000, propagate_forward_time: 9.7978239059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876417160
validation[          , genome  6744] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       897.24646, best error:       897.24646 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 134.4634857178s, input_fired_time: 1.8505103588, output_fired_time: 1.6534202099, propagate_forward_time: 50.6117744446, propagate_backward_time: 76.8107528687, weight_update_time: 0.1504141092, other_time: 3.5370254517
epoch time: 10.7727603912s, input_fired_time: 0.2245944142, output_fired_time: 0.0000000000, propagate_forward_time: 9.9417743683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063919067
validation[          , genome  6744] predictions:    9670/  10000 (96.70%), best:    9742/10000 (97.42%), error:      1057.16565, best error:       897.24646 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 133.1980895996s, input_fired_time: 1.8519104719, output_fired_time: 1.6364169121, propagate_forward_time: 50.1024932861, propagate_backward_time: 76.1066741943, weight_update_time: 0.1468324363, other_time: 3.5005950928
epoch time: 10.9402828217s, input_fired_time: 0.2328438163, output_fired_time: 0.0000000000, propagate_forward_time: 10.0981140137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6093254089
validation[          , genome  6744] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       872.43091, best error:       872.43091 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 133.1590576172s, input_fired_time: 1.8243787289, output_fired_time: 1.6379178762, propagate_forward_time: 50.0342292786, propagate_backward_time: 76.1720962524, weight_update_time: 0.1448159218, other_time: 3.4904403687
epoch time: 10.5449390411s, input_fired_time: 0.2183099091, output_fired_time: 0.0000000000, propagate_forward_time: 9.7328243256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5938043594
validation[          , genome  6744] predictions:    9622/  10000 (96.22%), best:    9734/10000 (97.34%), error:      1281.26233, best error:       872.43091 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 132.6517639160s, input_fired_time: 1.8135828972, output_fired_time: 1.6133182049, propagate_forward_time: 49.9044723511, propagate_backward_time: 75.8552398682, weight_update_time: 0.1450426579, other_time: 3.4651565552
epoch time: 10.7264661789s, input_fired_time: 0.2248671502, output_fired_time: 0.0000000000, propagate_forward_time: 9.9103078842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5912914276
validation[          , genome  6744] predictions:    9699/  10000 (96.99%), best:    9734/10000 (97.34%), error:      1033.49768, best error:       872.43091 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 135.7620544434s, input_fired_time: 1.8624225855, output_fired_time: 1.6734735966, propagate_forward_time: 50.9090881348, propagate_backward_time: 77.6252975464, weight_update_time: 0.1460139006, other_time: 3.6917648315
epoch time: 10.6665344238s, input_fired_time: 0.2234085500, output_fired_time: 0.0000000000, propagate_forward_time: 9.8514719009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5916538239
validation[          , genome  6744] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       847.08728, best error:       847.08728 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 132.9959716797s, input_fired_time: 1.8148869276, output_fired_time: 1.6352112293, propagate_forward_time: 49.9776115417, propagate_backward_time: 76.1347732544, weight_update_time: 0.1450879723, other_time: 3.4334945679
epoch time: 10.7310428619s, input_fired_time: 0.2247566432, output_fired_time: 0.0000000000, propagate_forward_time: 9.9078340530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5984525681
validation[          , genome  6744] predictions:    9718/  10000 (97.18%), best:    9737/10000 (97.37%), error:       997.72559, best error:       847.08728 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 133.7935028076s, input_fired_time: 1.8150438070, output_fired_time: 1.6238991022, propagate_forward_time: 50.3931159973, propagate_backward_time: 76.5128707886, weight_update_time: 0.1457361132, other_time: 3.4485702515
epoch time: 10.9782085419s, input_fired_time: 0.2368544787, output_fired_time: 0.0000000000, propagate_forward_time: 10.1320428848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6093111038
validation[          , genome  6744] predictions:    9707/  10000 (97.07%), best:    9737/10000 (97.37%), error:       947.58392, best error:       847.08728 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 132.7894897461s, input_fired_time: 1.8223912716, output_fired_time: 1.6173033714, propagate_forward_time: 49.9055366516, propagate_backward_time: 76.0126800537, weight_update_time: 0.1440524459, other_time: 3.4315795898
epoch time: 10.7315101624s, input_fired_time: 0.2220592350, output_fired_time: 0.0000000000, propagate_forward_time: 9.9158267975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936241150
validation[          , genome  6744] predictions:    9713/  10000 (97.13%), best:    9737/10000 (97.37%), error:       941.12476, best error:       847.08728 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 133.9939422607s, input_fired_time: 1.8392533064, output_fired_time: 1.6522899866, propagate_forward_time: 50.4100532532, propagate_backward_time: 76.5933227539, weight_update_time: 0.1506098360, other_time: 3.4990386963
epoch time: 10.9009885788s, input_fired_time: 0.2300120294, output_fired_time: 0.0000000000, propagate_forward_time: 10.0305604935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6404161453
validation[          , genome  6744] predictions:    9722/  10000 (97.22%), best:    9737/10000 (97.37%), error:       950.76447, best error:       847.08728 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 133.7046508789s, input_fired_time: 1.8231127262, output_fired_time: 1.6433997154, propagate_forward_time: 50.3549880981, propagate_backward_time: 76.3720092773, weight_update_time: 0.1451408863, other_time: 3.5111312866
epoch time: 10.7663106918s, input_fired_time: 0.2224813849, output_fired_time: 0.0000000000, propagate_forward_time: 9.9435214996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6003074646
validation[          , genome  6744] predictions:    9678/  10000 (96.78%), best:    9737/10000 (97.37%), error:      1032.05505, best error:       847.08728 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 132.5064086914s, input_fired_time: 1.7599965334, output_fired_time: 1.6279482841, propagate_forward_time: 49.9190940857, propagate_backward_time: 75.8471908569, weight_update_time: 0.1430663764, other_time: 3.3521804810
epoch time: 10.7671976089s, input_fired_time: 0.2150569707, output_fired_time: 0.0000000000, propagate_forward_time: 9.9569358826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5952043533
validation[          , genome  6744] predictions:    9557/  10000 (95.57%), best:    9737/10000 (97.37%), error:      1427.85400, best error:       847.08728 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 133.1051330566s, input_fired_time: 1.7702722549, output_fired_time: 1.6300168037, propagate_forward_time: 50.1017265320, propagate_backward_time: 76.1452178955, weight_update_time: 0.1447477192, other_time: 3.4578857422
epoch time: 10.7727975845s, input_fired_time: 0.2137525976, output_fired_time: 0.0000000000, propagate_forward_time: 9.9654874802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935573578
validation[          , genome  6744] predictions:    9561/  10000 (95.61%), best:    9737/10000 (97.37%), error:      1432.62219, best error:       847.08728 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 133.6312103271s, input_fired_time: 1.7590655088, output_fired_time: 1.6534737349, propagate_forward_time: 50.2496147156, propagate_backward_time: 76.5421524048, weight_update_time: 0.1496461034, other_time: 3.4269027710
epoch time: 10.7211437225s, input_fired_time: 0.2173193693, output_fired_time: 0.0000000000, propagate_forward_time: 9.8984594345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6053647995
validation[          , genome  6744] predictions:    9593/  10000 (95.93%), best:    9737/10000 (97.37%), error:      1316.27063, best error:       847.08728 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 133.8707122803s, input_fired_time: 1.7742140293, output_fired_time: 1.6414163113, propagate_forward_time: 50.3071212769, propagate_backward_time: 76.6527099609, weight_update_time: 0.1455667317, other_time: 3.4952468872
epoch time: 10.8404617310s, input_fired_time: 0.2296877950, output_fired_time: 0.0000000000, propagate_forward_time: 9.9768896103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6338844299
validation[          , genome  6744] predictions:    9613/  10000 (96.13%), best:    9737/10000 (97.37%), error:      1254.47424, best error:       847.08728 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 131.8873596191s, input_fired_time: 1.7350507975, output_fired_time: 1.6156833172, propagate_forward_time: 49.6462974548, propagate_backward_time: 75.5362319946, weight_update_time: 0.1440657228, other_time: 3.3541030884
epoch time: 10.6836862564s, input_fired_time: 0.2181757689, output_fired_time: 0.0000000000, propagate_forward_time: 9.8513011932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142091751
validation[          , genome  6744] predictions:    9574/  10000 (95.74%), best:    9737/10000 (97.37%), error:      1390.15759, best error:       847.08728 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 133.3200531006s, input_fired_time: 1.7904310226, output_fired_time: 1.6388024092, propagate_forward_time: 50.1272277832, propagate_backward_time: 76.2681732178, weight_update_time: 0.1458590925, other_time: 3.4954071045
epoch time: 10.7704238892s, input_fired_time: 0.2164766639, output_fired_time: 0.0000000000, propagate_forward_time: 9.9408550262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6130924225
validation[          , genome  6744] predictions:    9567/  10000 (95.67%), best:    9737/10000 (97.37%), error:      1404.55371, best error:       847.08728 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 133.0028991699s, input_fired_time: 1.7464771271, output_fired_time: 1.6330842972, propagate_forward_time: 49.9799423218, propagate_backward_time: 76.2505187988, weight_update_time: 0.1440918297, other_time: 3.3928756714
epoch time: 11.0458621979s, input_fired_time: 0.2197552472, output_fired_time: 0.0000000000, propagate_forward_time: 10.1982955933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6278114319
validation[          , genome  6744] predictions:    9585/  10000 (95.85%), best:    9737/10000 (97.37%), error:      1318.63232, best error:       847.08728 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 134.3753051758s, input_fired_time: 1.7858016491, output_fired_time: 1.6462785006, propagate_forward_time: 50.5513648987, propagate_backward_time: 76.8176574707, weight_update_time: 0.1468581110, other_time: 3.5742034912
epoch time: 10.8110437393s, input_fired_time: 0.2143052369, output_fired_time: 0.0000000000, propagate_forward_time: 9.9882802963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6084585190
validation[          , genome  6744] predictions:    9615/  10000 (96.15%), best:    9737/10000 (97.37%), error:      1280.91797, best error:       847.08728 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 133.3131713867s, input_fired_time: 1.7795155048, output_fired_time: 1.6409720182, propagate_forward_time: 50.0407218933, propagate_backward_time: 76.3824157715, weight_update_time: 0.1517074555, other_time: 3.4695434570
epoch time: 10.7343978882s, input_fired_time: 0.2150447667, output_fired_time: 0.0000000000, propagate_forward_time: 9.9096307755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6097221375
validation[          , genome  6744] predictions:    9568/  10000 (95.68%), best:    9737/10000 (97.37%), error:      1411.90845, best error:       847.08728 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 133.8322296143s, input_fired_time: 1.7896542549, output_fired_time: 1.6487220526, propagate_forward_time: 50.2417564392, propagate_backward_time: 76.5980453491, weight_update_time: 0.1467137337, other_time: 3.5540390015
epoch time: 10.9688863754s, input_fired_time: 0.2153818905, output_fired_time: 0.0000000000, propagate_forward_time: 10.1456489563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6078557968
validation[          , genome  6744] predictions:    9597/  10000 (95.97%), best:    9737/10000 (97.37%), error:      1274.53320, best error:       847.08728 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 132.8201446533s, input_fired_time: 1.7529004812, output_fired_time: 1.6520243883, propagate_forward_time: 49.9817276001, propagate_backward_time: 76.0318756104, weight_update_time: 0.1448196024, other_time: 3.4016189575
epoch time: 11.1078138351s, input_fired_time: 0.2255970836, output_fired_time: 0.0000000000, propagate_forward_time: 10.2429361343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6392803192
validation[          , genome  6744] predictions:    9599/  10000 (95.99%), best:    9737/10000 (97.37%), error:      1311.55957, best error:       847.08728 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 134.1680297852s, input_fired_time: 1.7882939577, output_fired_time: 1.6442780495, propagate_forward_time: 50.4644737244, propagate_backward_time: 76.7243881226, weight_update_time: 0.1481001973, other_time: 3.5465927124
epoch time: 10.9172077179s, input_fired_time: 0.2231166214, output_fired_time: 0.0000000000, propagate_forward_time: 10.0804672241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6136236191
validation[          , genome  6744] predictions:    9606/  10000 (96.06%), best:    9737/10000 (97.37%), error:      1277.20947, best error:       847.08728 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 131.9359283447s, input_fired_time: 1.7326030731, output_fired_time: 1.6189748049, propagate_forward_time: 49.7013816833, propagate_backward_time: 75.5416488647, weight_update_time: 0.1428533196, other_time: 3.3413162231
epoch time: 10.7794771194s, input_fired_time: 0.2174751461, output_fired_time: 0.0000000000, propagate_forward_time: 9.9622650146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5997371674
validation[          , genome  6744] predictions:    9601/  10000 (96.01%), best:    9737/10000 (97.37%), error:      1302.50220, best error:       847.08728 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 132.5922698975s, input_fired_time: 1.7588577271, output_fired_time: 1.6256772280, propagate_forward_time: 49.8735733032, propagate_backward_time: 75.9311904907, weight_update_time: 0.1444875598, other_time: 3.4029693604
epoch time: 11.0203266144s, input_fired_time: 0.2262917757, output_fired_time: 0.0000000000, propagate_forward_time: 10.1557159424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6383190155
validation[          , genome  6744] predictions:    9602/  10000 (96.02%), best:    9737/10000 (97.37%), error:      1291.44128, best error:       847.08728 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 133.5826721191s, input_fired_time: 1.7830320597, output_fired_time: 1.6437804699, propagate_forward_time: 50.2835578918, propagate_backward_time: 76.3732147217, weight_update_time: 0.1460037082, other_time: 3.4990844727
epoch time: 10.6960945129s, input_fired_time: 0.2127616704, output_fired_time: 0.0000000000, propagate_forward_time: 9.8900194168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933132172
validation[          , genome  6744] predictions:    9596/  10000 (95.96%), best:    9737/10000 (97.37%), error:      1336.39941, best error:       847.08728 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 134.1118621826s, input_fired_time: 1.7785089016, output_fired_time: 1.6467953920, propagate_forward_time: 50.4946556091, propagate_backward_time: 76.6427001953, weight_update_time: 0.1494999081, other_time: 3.5492095947
epoch time: 10.7181806564s, input_fired_time: 0.2144921869, output_fired_time: 0.0000000000, propagate_forward_time: 9.9105777740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931110382
validation[          , genome  6744] predictions:    9630/  10000 (96.30%), best:    9737/10000 (97.37%), error:      1229.24561, best error:       847.08728 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 132.3644104004s, input_fired_time: 1.7459207773, output_fired_time: 1.6368060112, propagate_forward_time: 49.8912734985, propagate_backward_time: 75.7417449951, weight_update_time: 0.1438591182, other_time: 3.3486557007
epoch time: 10.7100572586s, input_fired_time: 0.2145508528, output_fired_time: 0.0000000000, propagate_forward_time: 9.9032335281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922727585
validation[          , genome  6744] predictions:    9633/  10000 (96.33%), best:    9737/10000 (97.37%), error:      1214.74622, best error:       847.08728 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 132.7430419922s, input_fired_time: 1.7779241800, output_fired_time: 1.6327742338, propagate_forward_time: 49.9225120544, propagate_backward_time: 75.9647598267, weight_update_time: 0.1449470222, other_time: 3.4450759888
epoch time: 10.6757135391s, input_fired_time: 0.2143837065, output_fired_time: 0.0000000000, propagate_forward_time: 9.8695993423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5917301178
validation[          , genome  6744] predictions:    9601/  10000 (96.01%), best:    9737/10000 (97.37%), error:      1288.39209, best error:       847.08728 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 132.7937622070s, input_fired_time: 1.7722241879, output_fired_time: 1.6419863701, propagate_forward_time: 49.8947601318, propagate_backward_time: 76.0655975342, weight_update_time: 0.1443834454, other_time: 3.4192047119
epoch time: 10.8161983490s, input_fired_time: 0.2202119082, output_fired_time: 0.0000000000, propagate_forward_time: 9.9791212082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168651581
validation[          , genome  6744] predictions:    9565/  10000 (95.65%), best:    9737/10000 (97.37%), error:      1477.57166, best error:       847.08728 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 134.2046661377s, input_fired_time: 1.7758960724, output_fired_time: 1.6401140690, propagate_forward_time: 50.4832267761, propagate_backward_time: 76.8429870605, weight_update_time: 0.1512663513, other_time: 3.4624328613
epoch time: 10.9307365417s, input_fired_time: 0.2230637223, output_fired_time: 0.0000000000, propagate_forward_time: 10.0676689148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6400041580
validation[          , genome  6744] predictions:    9626/  10000 (96.26%), best:    9737/10000 (97.37%), error:      1276.07910, best error:       847.08728 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 134.4902801514s, input_fired_time: 1.8317309618, output_fired_time: 1.6751444340, propagate_forward_time: 50.4569168091, propagate_backward_time: 76.9416503906, weight_update_time: 0.1467523128, other_time: 3.5848464966
epoch time: 10.6944866180s, input_fired_time: 0.2139705718, output_fired_time: 0.0000000000, propagate_forward_time: 9.8899393082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5905771255
validation[          , genome  6744] predictions:    9601/  10000 (96.01%), best:    9737/10000 (97.37%), error:      1296.96899, best error:       847.08728 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 132.7405242920s, input_fired_time: 1.7580822706, output_fired_time: 1.6337788105, propagate_forward_time: 49.9781684875, propagate_backward_time: 75.9662322998, weight_update_time: 0.1446526349, other_time: 3.4042663574
epoch time: 10.7445240021s, input_fired_time: 0.2158732861, output_fired_time: 0.0000000000, propagate_forward_time: 9.9330825806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955677032
validation[          , genome  6744] predictions:    9611/  10000 (96.11%), best:    9737/10000 (97.37%), error:      1258.95703, best error:       847.08728 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 133.1864318848s, input_fired_time: 1.7896405458, output_fired_time: 1.6453768015, propagate_forward_time: 50.1003570557, propagate_backward_time: 76.1362609863, weight_update_time: 0.1459158510, other_time: 3.5148010254
epoch time: 10.7596817017s, input_fired_time: 0.2147900611, output_fired_time: 0.0000000000, propagate_forward_time: 9.9513168335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935745239
validation[          , genome  6744] predictions:    9612/  10000 (96.12%), best:    9737/10000 (97.37%), error:      1289.06104, best error:       847.08728 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 133.5178680420s, input_fired_time: 1.7734073400, output_fired_time: 1.6307804585, propagate_forward_time: 50.2442512512, propagate_backward_time: 76.3647766113, weight_update_time: 0.1496336460, other_time: 3.5046539307
epoch time: 10.8739557266s, input_fired_time: 0.2361596674, output_fired_time: 0.0000000000, propagate_forward_time: 10.0234022141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143941879
validation[          , genome  6744] predictions:    9632/  10000 (96.32%), best:    9737/10000 (97.37%), error:      1237.01062, best error:       847.08728 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 133.8292846680s, input_fired_time: 1.8043439388, output_fired_time: 1.6508293152, propagate_forward_time: 50.4481811523, propagate_backward_time: 76.4475708008, weight_update_time: 0.1542806029, other_time: 3.4783630371
epoch time: 10.7576675415s, input_fired_time: 0.2151789814, output_fired_time: 0.0000000000, propagate_forward_time: 9.9443416595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5981464386
validation[          , genome  6744] predictions:    9605/  10000 (96.05%), best:    9737/10000 (97.37%), error:      1289.95142, best error:       847.08728 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 133.0202484131s, input_fired_time: 1.7738038301, output_fired_time: 1.6170715094, propagate_forward_time: 50.0266456604, propagate_backward_time: 76.1081542969, weight_update_time: 0.1517754346, other_time: 3.4945831299
epoch time: 10.7919149399s, input_fired_time: 0.2222792804, output_fired_time: 0.0000000000, propagate_forward_time: 9.9760036469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936317444
validation[          , genome  6744] predictions:    9619/  10000 (96.19%), best:    9737/10000 (97.37%), error:      1227.22314, best error:       847.08728 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 131.9239654541s, input_fired_time: 1.7303366661, output_fired_time: 1.6274672747, propagate_forward_time: 49.7185211182, propagate_backward_time: 75.5454254150, weight_update_time: 0.1430006325, other_time: 3.3022155762
epoch time: 10.7183713913s, input_fired_time: 0.2150751650, output_fired_time: 0.0000000000, propagate_forward_time: 9.9128990173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5903968811
validation[          , genome  6744] predictions:    9621/  10000 (96.21%), best:    9737/10000 (97.37%), error:      1260.49390, best error:       847.08728 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 133.5674285889s, input_fired_time: 1.7946795225, output_fired_time: 1.6506487131, propagate_forward_time: 50.2582893372, propagate_backward_time: 76.4210205078, weight_update_time: 0.1493386775, other_time: 3.4427947998
epoch time: 11.1431655884s, input_fired_time: 0.2276008725, output_fired_time: 0.0000000000, propagate_forward_time: 10.2841215134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314430237
validation[          , genome  6744] predictions:    9608/  10000 (96.08%), best:    9737/10000 (97.37%), error:      1246.16003, best error:       847.08728 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 132.8724517822s, input_fired_time: 1.7711868286, output_fired_time: 1.6265951395, propagate_forward_time: 49.7991371155, propagate_backward_time: 76.1823501587, weight_update_time: 0.1506510228, other_time: 3.4931716919
epoch time: 10.7007751465s, input_fired_time: 0.2153425813, output_fired_time: 0.0000000000, propagate_forward_time: 9.8888731003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5965595245
validation[          , genome  6744] predictions:    9583/  10000 (95.83%), best:    9737/10000 (97.37%), error:      1312.27600, best error:       847.08728 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 133.3815765381s, input_fired_time: 1.7795808315, output_fired_time: 1.6491942406, propagate_forward_time: 50.0996246338, propagate_backward_time: 76.3753585815, weight_update_time: 0.1445637345, other_time: 3.4778060913
epoch time: 10.7246437073s, input_fired_time: 0.2151085734, output_fired_time: 0.0000000000, propagate_forward_time: 9.9153795242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941553116
validation[          , genome  6744] predictions:    9588/  10000 (95.88%), best:    9737/10000 (97.37%), error:      1294.66101, best error:       847.08728 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 132.9786224365s, input_fired_time: 1.7732656002, output_fired_time: 1.6478461027, propagate_forward_time: 49.9822845459, propagate_backward_time: 76.1040115356, weight_update_time: 0.1458515376, other_time: 3.4712142944
epoch time: 10.9064569473s, input_fired_time: 0.2286578119, output_fired_time: 0.0000000000, propagate_forward_time: 10.0418195724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359796524
validation[          , genome  6744] predictions:    9602/  10000 (96.02%), best:    9737/10000 (97.37%), error:      1288.91467, best error:       847.08728 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 134.7780914307s, input_fired_time: 1.8401715755, output_fired_time: 1.6629446745, propagate_forward_time: 50.6440200806, propagate_backward_time: 76.9827194214, weight_update_time: 0.1460736841, other_time: 3.6482391357
epoch time: 10.9683895111s, input_fired_time: 0.2207950354, output_fired_time: 0.0000000000, propagate_forward_time: 10.1335659027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140289307
validation[          , genome  6744] predictions:    9613/  10000 (96.13%), best:    9737/10000 (97.37%), error:      1281.28748, best error:       847.08728 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 133.2883300781s, input_fired_time: 1.7872791290, output_fired_time: 1.6195031404, propagate_forward_time: 50.1048469543, propagate_backward_time: 76.2745513916, weight_update_time: 0.1452779323, other_time: 3.5021514893
epoch time: 10.9330940247s, input_fired_time: 0.2340622246, output_fired_time: 0.0000000000, propagate_forward_time: 10.0798339844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6191978455
validation[          , genome  6744] predictions:    9632/  10000 (96.32%), best:    9737/10000 (97.37%), error:      1198.89319, best error:       847.08728 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 133.6167755127s, input_fired_time: 1.8044403791, output_fired_time: 1.6367933750, propagate_forward_time: 50.1554832458, propagate_backward_time: 76.4952926636, weight_update_time: 0.1453621984, other_time: 3.5247573853
epoch time: 10.7945241928s, input_fired_time: 0.2162749618, output_fired_time: 0.0000000000, propagate_forward_time: 9.9821758270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5960731506
validation[          , genome  6744] predictions:    9618/  10000 (96.18%), best:    9737/10000 (97.37%), error:      1245.71582, best error:       847.08728 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 132.5091857910s, input_fired_time: 1.7652122974, output_fired_time: 1.6271919012, propagate_forward_time: 49.8388824463, propagate_backward_time: 75.8502273560, weight_update_time: 0.1443151683, other_time: 3.4276657104
epoch time: 10.9286832809s, input_fired_time: 0.2271846235, output_fired_time: 0.0000000000, propagate_forward_time: 10.0655441284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359548569
validation[          , genome  6744] predictions:    9621/  10000 (96.21%), best:    9737/10000 (97.37%), error:      1255.77661, best error:       847.08728 on epoch:    60, 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: 54.1529312134s, input_fired_time: 1.1476377249, output_fired_time: 0.0000000000, propagate_forward_time: 49.8089866638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1963081360
best training[          , genome  6744] predictions:   49355/  50000 (98.71%), best:    9737/10000 (97.37%), error:      2315.90796, best error:       847.08728 on epoch:    60, 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: 10.9305582047s, input_fired_time: 0.2333789766, output_fired_time: 0.0000000000, propagate_forward_time: 10.0727729797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6244058609
   testing[          , genome  6744] predictions:    9740/  10000 (97.40%), best:    9737/10000 (97.37%), error:       827.08038, best error:       847.08728 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:55:35 (1796): called boinc_finish(0)

</stderr_txt>
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