Nameexact_genome_1512568488_41_6798_0
Workunit2605230
Created7 Dec 2017, 21:58:26 UTC
Sent7 Dec 2017, 22:04:23 UTC
Report deadline21 Dec 2017, 11:37:36 UTC
Received8 Dec 2017, 14:42:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time6 hours 17 min 34 sec
CPU time6 hours 12 min 29 sec
Validate stateValid
Credit3,391.18
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.10 MB
Peak swap size153.85 MB
Peak disk usage1.26 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
15s, input_fired_time: 0.2559062839, output_fired_time: 0.0000000000, propagate_forward_time: 16.0499782562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8144016266
validation[          , genome  6798] predictions:    9728/  10000 (97.28%), best:    9767/10000 (97.67%), error:       935.85883, best error:       832.98901 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 205.6796264648s, input_fired_time: 2.2610821724, output_fired_time: 1.6905215979, propagate_forward_time: 80.5412750244, propagate_backward_time: 116.7628250122, weight_update_time: 0.2477064133, other_time: 4.4239273071
epoch time: 17.0442943573s, input_fired_time: 0.2561388314, output_fired_time: 0.0000000000, propagate_forward_time: 15.9886207581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7995338440
validation[          , genome  6798] predictions:    9714/  10000 (97.14%), best:    9767/10000 (97.67%), error:       987.34265, best error:       832.98901 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 206.4484252930s, input_fired_time: 2.2675702572, output_fired_time: 1.6653163433, propagate_forward_time: 81.0138473511, propagate_backward_time: 117.1063613892, weight_update_time: 0.2383220047, other_time: 4.3953399658
epoch time: 17.0522651672s, input_fired_time: 0.2546501756, output_fired_time: 0.0000000000, propagate_forward_time: 15.9873180389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8102970123
validation[          , genome  6798] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       784.29126, best error:       784.29126 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 205.7287445068s, input_fired_time: 2.2714693546, output_fired_time: 1.6552611589, propagate_forward_time: 80.6330566406, propagate_backward_time: 116.7439651489, weight_update_time: 0.2348602116, other_time: 4.4249954224
epoch time: 17.2598552704s, input_fired_time: 0.2562459409, output_fired_time: 0.0000000000, propagate_forward_time: 16.1833820343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8202266693
validation[          , genome  6798] predictions:    9728/  10000 (97.28%), best:    9774/10000 (97.74%), error:       953.91583, best error:       784.29126 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 205.8625946045s, input_fired_time: 2.2598662376, output_fired_time: 1.6951910257, propagate_forward_time: 80.8063201904, propagate_backward_time: 116.6310653687, weight_update_time: 0.2637929022, other_time: 4.4701461792
epoch time: 17.1658992767s, input_fired_time: 0.2580588460, output_fired_time: 0.0000000000, propagate_forward_time: 16.1005764008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8072643280
validation[          , genome  6798] predictions:    9730/  10000 (97.30%), best:    9774/10000 (97.74%), error:       895.19440, best error:       784.29126 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 205.5907440186s, input_fired_time: 2.2986640930, output_fired_time: 1.6615451574, propagate_forward_time: 80.6987304688, propagate_backward_time: 116.4926147461, weight_update_time: 0.2374498695, other_time: 4.4391937256
epoch time: 17.0976524353s, input_fired_time: 0.2568472028, output_fired_time: 0.0000000000, propagate_forward_time: 16.0236835480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8171215057
validation[          , genome  6798] predictions:    9761/  10000 (97.61%), best:    9774/10000 (97.74%), error:       815.30750, best error:       784.29126 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 205.5454101562s, input_fired_time: 2.2718999386, output_fired_time: 1.7036776543, propagate_forward_time: 80.8208541870, propagate_backward_time: 116.3467712402, weight_update_time: 0.2464288473, other_time: 4.4022140503
epoch time: 17.1445903778s, input_fired_time: 0.2564925551, output_fired_time: 0.0000000000, propagate_forward_time: 16.0760669708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8120307922
validation[          , genome  6798] predictions:    9729/  10000 (97.29%), best:    9774/10000 (97.74%), error:       885.89685, best error:       784.29126 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 205.7093200684s, input_fired_time: 2.3023278713, output_fired_time: 1.6878935099, propagate_forward_time: 80.6281738281, propagate_backward_time: 116.6942520142, weight_update_time: 0.2365724444, other_time: 4.3966751099
epoch time: 17.0381298065s, input_fired_time: 0.2465219945, output_fired_time: 0.0000000000, propagate_forward_time: 16.0290412903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7625656128
validation[          , genome  6798] predictions:    9729/  10000 (97.29%), best:    9774/10000 (97.74%), error:       961.83698, best error:       784.29126 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 206.1876983643s, input_fired_time: 2.2832305431, output_fired_time: 1.6820504665, propagate_forward_time: 80.8802413940, propagate_backward_time: 116.8936462402, weight_update_time: 0.2350271791, other_time: 4.4485244751
epoch time: 17.1188144684s, input_fired_time: 0.2565180361, output_fired_time: 0.0000000000, propagate_forward_time: 16.0404567719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8218402863
validation[          , genome  6798] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       841.23199, best error:       784.29126 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 206.4640350342s, input_fired_time: 2.3500089645, output_fired_time: 1.6939125061, propagate_forward_time: 81.0073394775, propagate_backward_time: 116.9542236328, weight_update_time: 0.2386861593, other_time: 4.4585571289
epoch time: 17.0432987213s, input_fired_time: 0.2555149496, output_fired_time: 0.0000000000, propagate_forward_time: 15.9381351471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8496494293
validation[          , genome  6798] predictions:    9701/  10000 (97.01%), best:    9774/10000 (97.74%), error:       970.47833, best error:       784.29126 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 205.5800170898s, input_fired_time: 2.2770032883, output_fired_time: 1.6699960232, propagate_forward_time: 80.6934051514, propagate_backward_time: 116.4867630005, weight_update_time: 0.2356627584, other_time: 4.4528427124
epoch time: 17.1488685608s, input_fired_time: 0.2589676678, output_fired_time: 0.0000000000, propagate_forward_time: 16.0646228790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8252773285
validation[          , genome  6798] predictions:    9712/  10000 (97.12%), best:    9774/10000 (97.74%), error:       956.63300, best error:       784.29126 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 205.5635070801s, input_fired_time: 2.2693219185, output_fired_time: 1.6937934160, propagate_forward_time: 80.5715103149, propagate_backward_time: 116.4530105591, weight_update_time: 0.2332106531, other_time: 4.5758819580
epoch time: 17.0425777435s, input_fired_time: 0.2580583394, output_fired_time: 0.0000000000, propagate_forward_time: 15.9810762405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8034429550
validation[          , genome  6798] predictions:    9738/  10000 (97.38%), best:    9774/10000 (97.74%), error:       887.38940, best error:       784.29126 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 205.7293548584s, input_fired_time: 2.2680196762, output_fired_time: 1.6795336008, propagate_forward_time: 80.7164611816, propagate_backward_time: 116.6224899292, weight_update_time: 0.2365205884, other_time: 4.4428482056
epoch time: 17.1266593933s, input_fired_time: 0.2578225732, output_fired_time: 0.0000000000, propagate_forward_time: 16.0573692322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8114681244
validation[          , genome  6798] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       809.81012, best error:       784.29126 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 206.2901000977s, input_fired_time: 2.2716851234, output_fired_time: 1.7046338320, propagate_forward_time: 80.9338150024, propagate_backward_time: 116.8509674072, weight_update_time: 0.2373979539, other_time: 4.5289993286
epoch time: 17.2035312653s, input_fired_time: 0.2574856281, output_fired_time: 0.0000000000, propagate_forward_time: 16.1446609497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8013839722
validation[          , genome  6798] predictions:    9751/  10000 (97.51%), best:    9774/10000 (97.74%), error:       842.81403, best error:       784.29126 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 205.7883911133s, input_fired_time: 2.2640504837, output_fired_time: 1.6720893383, propagate_forward_time: 80.7827682495, propagate_backward_time: 116.6060180664, weight_update_time: 0.2331894636, other_time: 4.4634628296
epoch time: 17.1852951050s, input_fired_time: 0.2591723502, output_fired_time: 0.0000000000, propagate_forward_time: 16.1207466125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8053760529
validation[          , genome  6798] predictions:    9760/  10000 (97.60%), best:    9774/10000 (97.74%), error:       852.14825, best error:       784.29126 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 206.6772918701s, input_fired_time: 2.2601833344, output_fired_time: 1.6732317209, propagate_forward_time: 81.3290328979, propagate_backward_time: 116.9399871826, weight_update_time: 0.2325057238, other_time: 4.4748611450
epoch time: 17.1596698761s, input_fired_time: 0.2579245865, output_fired_time: 0.0000000000, propagate_forward_time: 16.0818061829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8199386597
validation[          , genome  6798] predictions:    9702/  10000 (97.02%), best:    9774/10000 (97.74%), error:       955.61871, best error:       784.29126 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 206.1907653809s, input_fired_time: 2.2628569603, output_fired_time: 1.6764687300, propagate_forward_time: 81.1161880493, propagate_backward_time: 116.7000427246, weight_update_time: 0.2343030721, other_time: 4.4352035522
epoch time: 17.0518417358s, input_fired_time: 0.2573855817, output_fired_time: 0.0000000000, propagate_forward_time: 15.9807319641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8137245178
validation[          , genome  6798] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       776.88495, best error:       776.88495 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 206.0651245117s, input_fired_time: 2.2629246712, output_fired_time: 1.7466145754, propagate_forward_time: 80.9029769897, propagate_backward_time: 116.6333389282, weight_update_time: 0.2499951273, other_time: 4.5192718506
epoch time: 17.2018985748s, input_fired_time: 0.2690743506, output_fired_time: 0.0000000000, propagate_forward_time: 16.0888195038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8440055847
validation[          , genome  6798] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       719.58636, best error:       719.58636 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 206.4588928223s, input_fired_time: 2.2696244717, output_fired_time: 1.6749242544, propagate_forward_time: 80.9315185547, propagate_backward_time: 117.0661315918, weight_update_time: 0.2355517447, other_time: 4.5166931152
epoch time: 17.1522979736s, input_fired_time: 0.2576299608, output_fired_time: 0.0000000000, propagate_forward_time: 16.0836887360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8109798431
validation[          , genome  6798] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       733.69562, best error:       719.58636 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 205.7375793457s, input_fired_time: 2.2760016918, output_fired_time: 1.6671669483, propagate_forward_time: 80.4459762573, propagate_backward_time: 116.9273071289, weight_update_time: 0.2360927761, other_time: 4.4211349487
epoch time: 17.1986675262s, input_fired_time: 0.2583131194, output_fired_time: 0.0000000000, propagate_forward_time: 16.1361656189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8041896820
validation[          , genome  6798] predictions:    9747/  10000 (97.47%), best:    9798/10000 (97.98%), error:       860.13385, best error:       719.58636 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 205.9048767090s, input_fired_time: 2.4317214489, output_fired_time: 1.6710985899, propagate_forward_time: 80.8098602295, propagate_backward_time: 116.5613555908, weight_update_time: 0.2369295806, other_time: 4.4308471680
epoch time: 17.2915916443s, input_fired_time: 0.2664387524, output_fired_time: 0.0000000000, propagate_forward_time: 16.1655864716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8595657349
validation[          , genome  6798] predictions:    9718/  10000 (97.18%), best:    9798/10000 (97.98%), error:       921.62494, best error:       719.58636 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 205.7779846191s, input_fired_time: 2.3314230442, output_fired_time: 1.6624808311, propagate_forward_time: 80.7419281006, propagate_backward_time: 116.6513061523, weight_update_time: 0.2346566319, other_time: 4.3908538818
epoch time: 16.9788131714s, input_fired_time: 0.2574042380, output_fired_time: 0.0000000000, propagate_forward_time: 15.9168138504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8045949936
validation[          , genome  6798] predictions:    9759/  10000 (97.59%), best:    9798/10000 (97.98%), error:       809.44824, best error:       719.58636 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 206.8877563477s, input_fired_time: 2.2822990417, output_fired_time: 1.6773885489, propagate_forward_time: 81.1511688232, propagate_backward_time: 117.3619918823, weight_update_time: 0.2382254899, other_time: 4.4149093628
epoch time: 17.0272712708s, input_fired_time: 0.2564957440, output_fired_time: 0.0000000000, propagate_forward_time: 15.9724502563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7983245850
validation[          , genome  6798] predictions:    9743/  10000 (97.43%), best:    9798/10000 (97.98%), error:       867.92700, best error:       719.58636 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 206.0592193604s, input_fired_time: 2.3074464798, output_fired_time: 1.6905249357, propagate_forward_time: 80.7132797241, propagate_backward_time: 116.8945770264, weight_update_time: 0.2398981303, other_time: 4.4533920288
epoch time: 17.1190814972s, input_fired_time: 0.2580520511, output_fired_time: 0.0000000000, propagate_forward_time: 16.0548629761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8061656952
validation[          , genome  6798] predictions:    9761/  10000 (97.61%), best:    9798/10000 (97.98%), error:       783.43060, best error:       719.58636 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 205.5802001953s, input_fired_time: 2.2885539532, output_fired_time: 1.6907304525, propagate_forward_time: 80.6983184814, propagate_backward_time: 116.4236984253, weight_update_time: 0.2342913896, other_time: 4.4788894653
epoch time: 17.0839710236s, input_fired_time: 0.2585248351, output_fired_time: 0.0000000000, propagate_forward_time: 16.0325870514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7928600311
validation[          , genome  6798] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       723.39703, best error:       719.58636 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 206.1700744629s, input_fired_time: 2.3159818649, output_fired_time: 1.7065100670, propagate_forward_time: 81.0847015381, propagate_backward_time: 116.6521148682, weight_update_time: 0.2387655973, other_time: 4.4107666016
epoch time: 17.1413516998s, input_fired_time: 0.2592875957, output_fired_time: 0.0000000000, propagate_forward_time: 16.0717220306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8103427887
validation[          , genome  6798] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       810.22327, best error:       719.58636 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 205.4351501465s, input_fired_time: 2.2692220211, output_fired_time: 1.6819965839, propagate_forward_time: 80.7302322388, propagate_backward_time: 116.3348388672, weight_update_time: 0.2352120727, other_time: 4.4188613892
epoch time: 17.0253963470s, input_fired_time: 0.2609939873, output_fired_time: 0.0000000000, propagate_forward_time: 15.9614839554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8029184341
validation[          , genome  6798] predictions:    9750/  10000 (97.50%), best:    9798/10000 (97.98%), error:       805.54718, best error:       719.58636 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 205.8743438721s, input_fired_time: 2.2894077301, output_fired_time: 1.6916605234, propagate_forward_time: 80.8704376221, propagate_backward_time: 116.5922470093, weight_update_time: 0.2363984734, other_time: 4.4305801392
epoch time: 17.1855182648s, input_fired_time: 0.2650330663, output_fired_time: 0.0000000000, propagate_forward_time: 16.1304016113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7900829315
validation[          , genome  6798] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       679.50665, best error:       679.50665 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 205.8702087402s, input_fired_time: 2.2833971977, output_fired_time: 1.7320597172, propagate_forward_time: 80.7859420776, propagate_backward_time: 116.6641921997, weight_update_time: 0.2514416277, other_time: 4.4046173096
epoch time: 17.1595268250s, input_fired_time: 0.2648445964, output_fired_time: 0.0000000000, propagate_forward_time: 16.0864372253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8082447052
validation[          , genome  6798] predictions:    9766/  10000 (97.66%), best:    9799/10000 (97.99%), error:       776.39984, best error:       679.50665 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 205.9680786133s, input_fired_time: 2.3333277702, output_fired_time: 1.7366369963, propagate_forward_time: 80.5713653564, propagate_backward_time: 116.9050292969, weight_update_time: 0.2344626337, other_time: 4.4217224121
epoch time: 17.3048076630s, input_fired_time: 0.2938964963, output_fired_time: 0.0000000000, propagate_forward_time: 16.2015037537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8094081879
validation[          , genome  6798] predictions:    9760/  10000 (97.60%), best:    9799/10000 (97.99%), error:       788.72949, best error:       679.50665 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 206.2007446289s, input_fired_time: 2.3035950661, output_fired_time: 1.6791292429, propagate_forward_time: 80.6421127319, propagate_backward_time: 117.1913528442, weight_update_time: 0.2371609658, other_time: 4.3845672607
epoch time: 17.2766666412s, input_fired_time: 0.2664614320, output_fired_time: 0.0000000000, propagate_forward_time: 16.1632823944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8469219208
validation[          , genome  6798] predictions:    9755/  10000 (97.55%), best:    9799/10000 (97.99%), error:       803.37897, best error:       679.50665 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 206.0468444824s, input_fired_time: 2.2846760750, output_fired_time: 1.6690381765, propagate_forward_time: 80.8307723999, propagate_backward_time: 116.8215484619, weight_update_time: 0.2356604487, other_time: 4.4408035278
epoch time: 17.1165790558s, input_fired_time: 0.2603983879, output_fired_time: 0.0000000000, propagate_forward_time: 16.0436954498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8124847412
validation[          , genome  6798] predictions:    9706/  10000 (97.06%), best:    9799/10000 (97.99%), error:       928.32526, best error:       679.50665 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 205.9459381104s, input_fired_time: 2.3146708012, output_fired_time: 1.6784883738, propagate_forward_time: 80.5992431641, propagate_backward_time: 116.8889617920, weight_update_time: 0.2541525364, other_time: 4.4645843506
epoch time: 17.1912250519s, input_fired_time: 0.2667518556, output_fired_time: 0.0000000000, propagate_forward_time: 16.1187801361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8056926727
validation[          , genome  6798] predictions:    9786/  10000 (97.86%), best:    9799/10000 (97.99%), error:       714.48877, best error:       679.50665 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 206.1633911133s, input_fired_time: 2.2872145176, output_fired_time: 1.6938254833, propagate_forward_time: 80.7196884155, propagate_backward_time: 117.0850372314, weight_update_time: 0.2351680100, other_time: 4.3776168823
epoch time: 17.0835838318s, input_fired_time: 0.2634125054, output_fired_time: 0.0000000000, propagate_forward_time: 16.0083370209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8118343353
validation[          , genome  6798] predictions:    9794/  10000 (97.94%), best:    9799/10000 (97.99%), error:       723.22192, best error:       679.50665 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 205.5483093262s, input_fired_time: 2.2936420441, output_fired_time: 1.6852214336, propagate_forward_time: 80.5844879150, propagate_backward_time: 116.4886932373, weight_update_time: 0.2687367201, other_time: 4.4962615967
epoch time: 17.2156543732s, input_fired_time: 0.2687387466, output_fired_time: 0.0000000000, propagate_forward_time: 16.1474075317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7995071411
validation[          , genome  6798] predictions:    9771/  10000 (97.71%), best:    9799/10000 (97.99%), error:       784.84235, best error:       679.50665 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 206.1273498535s, input_fired_time: 2.2909042835, output_fired_time: 1.7284604311, propagate_forward_time: 80.8698806763, propagate_backward_time: 116.7986526489, weight_update_time: 0.2341427803, other_time: 4.4394531250
epoch time: 17.1640739441s, input_fired_time: 0.2647288144, output_fired_time: 0.0000000000, propagate_forward_time: 16.0595436096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8398017883
validation[          , genome  6798] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       644.93640, best error:       644.93640 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 205.8077392578s, input_fired_time: 2.3543903828, output_fired_time: 1.7024672031, propagate_forward_time: 80.7870864868, propagate_backward_time: 116.5536117554, weight_update_time: 0.2360687107, other_time: 4.4101867676
epoch time: 17.0700206757s, input_fired_time: 0.2616017461, output_fired_time: 0.0000000000, propagate_forward_time: 16.0025997162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8058185577
validation[          , genome  6798] predictions:    9709/  10000 (97.09%), best:    9806/10000 (98.06%), error:       943.76611, best error:       644.93640 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 206.4872283936s, input_fired_time: 2.2813858986, output_fired_time: 1.7249714136, propagate_forward_time: 80.9728851318, propagate_backward_time: 117.0102539062, weight_update_time: 0.2355162799, other_time: 4.4977264404
epoch time: 17.2117328644s, input_fired_time: 0.2745065689, output_fired_time: 0.0000000000, propagate_forward_time: 16.1313533783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8058719635
validation[          , genome  6798] predictions:    9781/  10000 (97.81%), best:    9806/10000 (98.06%), error:       766.77850, best error:       644.93640 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 207.1203918457s, input_fired_time: 2.3016023636, output_fired_time: 1.6921242476, propagate_forward_time: 81.1296768188, propagate_backward_time: 117.4148101807, weight_update_time: 0.2350598723, other_time: 4.5821762085
epoch time: 17.3012142181s, input_fired_time: 0.2619065940, output_fired_time: 0.0000000000, propagate_forward_time: 16.2274513245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8118572235
validation[          , genome  6798] predictions:    9801/  10000 (98.01%), best:    9806/10000 (98.06%), error:       681.74487, best error:       644.93640 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 205.7527160645s, input_fired_time: 2.3239941597, output_fired_time: 1.6867522001, propagate_forward_time: 81.0914535522, propagate_backward_time: 116.1482238770, weight_update_time: 0.2340620458, other_time: 4.5022964478
epoch time: 17.1454753876s, input_fired_time: 0.2675714493, output_fired_time: 0.0000000000, propagate_forward_time: 16.0718955994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8060073853
validation[          , genome  6798] predictions:    9774/  10000 (97.74%), best:    9806/10000 (98.06%), error:       771.50946, best error:       644.93640 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 206.0152893066s, input_fired_time: 2.3741054535, output_fired_time: 1.6802903414, propagate_forward_time: 81.0032882690, propagate_backward_time: 116.5390319824, weight_update_time: 0.2380788624, other_time: 4.4185714722
epoch time: 17.2446041107s, input_fired_time: 0.2633237839, output_fired_time: 0.0000000000, propagate_forward_time: 16.1847743988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7965068817
validation[          , genome  6798] predictions:    9802/  10000 (98.02%), best:    9806/10000 (98.06%), error:       679.03064, best error:       644.93640 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 206.3598022461s, input_fired_time: 2.2870814800, output_fired_time: 1.6915682554, propagate_forward_time: 80.7950134277, propagate_backward_time: 117.0817489624, weight_update_time: 0.3166778684, other_time: 4.5043869019
epoch time: 16.9343471527s, input_fired_time: 0.2654967606, output_fired_time: 0.0000000000, propagate_forward_time: 15.8633937836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8054561615
validation[          , genome  6798] predictions:    9753/  10000 (97.53%), best:    9806/10000 (98.06%), error:       790.55304, best error:       644.93640 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 205.9936065674s, input_fired_time: 2.2902512550, output_fired_time: 1.6794401407, propagate_forward_time: 80.7207489014, propagate_backward_time: 116.8541030884, weight_update_time: 0.2452000827, other_time: 4.4490585327
epoch time: 17.0915660858s, input_fired_time: 0.2661878467, output_fired_time: 0.0000000000, propagate_forward_time: 16.0263061523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7990722656
validation[          , genome  6798] predictions:    9789/  10000 (97.89%), best:    9806/10000 (98.06%), error:       714.05902, best error:       644.93640 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 205.6822357178s, input_fired_time: 2.3010015488, output_fired_time: 1.7022795677, propagate_forward_time: 80.5188674927, propagate_backward_time: 116.6848449707, weight_update_time: 0.2589205503, other_time: 4.4752426147
epoch time: 17.0430698395s, input_fired_time: 0.2716901004, output_fired_time: 0.0000000000, propagate_forward_time: 15.9676113129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8037681580
validation[          , genome  6798] predictions:    9814/  10000 (98.14%), best:    9806/10000 (98.06%), error:       657.27228, best error:       644.93640 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 206.1849822998s, input_fired_time: 2.2966744900, output_fired_time: 1.6862857342, propagate_forward_time: 80.9630203247, propagate_backward_time: 116.8447036743, weight_update_time: 0.2335990667, other_time: 4.3943023682
epoch time: 17.1843605042s, input_fired_time: 0.2641273439, output_fired_time: 0.0000000000, propagate_forward_time: 16.1153202057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8049125671
validation[          , genome  6798] predictions:    9790/  10000 (97.90%), best:    9806/10000 (98.06%), error:       727.56152, best error:       644.93640 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 205.5851745605s, input_fired_time: 2.3193063736, output_fired_time: 1.6865050793, propagate_forward_time: 80.7668304443, propagate_backward_time: 116.3944854736, weight_update_time: 0.2393098623, other_time: 4.4180450439
epoch time: 17.2328052521s, input_fired_time: 0.2656548619, output_fired_time: 0.0000000000, propagate_forward_time: 16.1649551392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8021945953
validation[          , genome  6798] predictions:    9792/  10000 (97.92%), best:    9806/10000 (98.06%), error:       673.12219, best error:       644.93640 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 205.2514953613s, input_fired_time: 2.3011696339, output_fired_time: 1.7155301571, propagate_forward_time: 80.1340026855, propagate_backward_time: 116.6856079102, weight_update_time: 0.2366782278, other_time: 4.4151916504
epoch time: 16.9836330414s, input_fired_time: 0.2665704489, output_fired_time: 0.0000000000, propagate_forward_time: 15.9071102142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8099517822
validation[          , genome  6798] predictions:    9789/  10000 (97.89%), best:    9806/10000 (98.06%), error:       667.73950, best error:       644.93640 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 205.7878265381s, input_fired_time: 2.3270804882, output_fired_time: 1.7203791142, propagate_forward_time: 80.5730133057, propagate_backward_time: 116.7494354248, weight_update_time: 0.2376768291, other_time: 4.4179077148
epoch time: 17.0657367706s, input_fired_time: 0.2678670287, output_fired_time: 0.0000000000, propagate_forward_time: 15.9918746948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8059959412
validation[          , genome  6798] predictions:    9791/  10000 (97.91%), best:    9806/10000 (98.06%), error:       721.57916, best error:       644.93640 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 205.6014709473s, input_fired_time: 2.3067436218, output_fired_time: 1.6846756935, propagate_forward_time: 80.6376647949, propagate_backward_time: 116.5496673584, weight_update_time: 0.2340324223, other_time: 4.4227142334
epoch time: 17.1640071869s, input_fired_time: 0.2686355412, output_fired_time: 0.0000000000, propagate_forward_time: 16.0832405090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8121318817
validation[          , genome  6798] predictions:    9734/  10000 (97.34%), best:    9806/10000 (98.06%), error:       880.49841, best error:       644.93640 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 205.5022583008s, input_fired_time: 2.3330163956, output_fired_time: 1.6813809872, propagate_forward_time: 80.7514038086, propagate_backward_time: 116.2408752441, weight_update_time: 0.2531739175, other_time: 4.4955749512
epoch time: 17.2809104919s, input_fired_time: 0.2682228982, output_fired_time: 0.0000000000, propagate_forward_time: 16.1887950897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8238925934
validation[          , genome  6798] predictions:    9787/  10000 (97.87%), best:    9806/10000 (98.06%), error:       738.75006, best error:       644.93640 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 205.8717956543s, input_fired_time: 2.2838582993, output_fired_time: 1.6703718901, propagate_forward_time: 81.0199737549, propagate_backward_time: 116.3681259155, weight_update_time: 0.2451989502, other_time: 4.5294723511
epoch time: 16.9534015656s, input_fired_time: 0.2644361258, output_fired_time: 0.0000000000, propagate_forward_time: 15.8804950714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8084697723
validation[          , genome  6798] predictions:    9775/  10000 (97.75%), best:    9806/10000 (98.06%), error:       718.65979, best error:       644.93640 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 205.6349792480s, input_fired_time: 2.2952435017, output_fired_time: 1.6750621796, propagate_forward_time: 80.6800460815, propagate_backward_time: 116.5872497559, weight_update_time: 0.2320090830, other_time: 4.3973770142
epoch time: 17.1924724579s, input_fired_time: 0.2661750913, output_fired_time: 0.0000000000, propagate_forward_time: 16.1180629730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8082351685
validation[          , genome  6798] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       640.47723, best error:       640.47723 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 210.3023223877s, input_fired_time: 2.3574509621, output_fired_time: 1.7100611925, propagate_forward_time: 82.4661560059, propagate_backward_time: 119.1892013550, weight_update_time: 0.2359032184, other_time: 4.5794448853
epoch time: 17.0887680054s, input_fired_time: 0.2669144273, output_fired_time: 0.0000000000, propagate_forward_time: 16.0151882172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8066654205
validation[          , genome  6798] predictions:    9799/  10000 (97.99%), best:    9811/10000 (98.11%), error:       668.91095, best error:       640.47723 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 206.1459045410s, input_fired_time: 2.3162100315, output_fired_time: 1.6728346348, propagate_forward_time: 80.9066619873, propagate_backward_time: 116.7389373779, weight_update_time: 0.2358414233, other_time: 4.5112609863
epoch time: 17.1042098999s, input_fired_time: 0.2792442441, output_fired_time: 0.0000000000, propagate_forward_time: 16.0217208862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8032455444
validation[          , genome  6798] predictions:    9800/  10000 (98.00%), best:    9811/10000 (98.11%), error:       710.60559, best error:       640.47723 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 206.0591430664s, input_fired_time: 2.3200314045, output_fired_time: 1.7257430553, propagate_forward_time: 80.5968322754, propagate_backward_time: 116.9455337524, weight_update_time: 0.2363267690, other_time: 4.4710006714
epoch time: 17.2314167023s, input_fired_time: 0.2656457126, output_fired_time: 0.0000000000, propagate_forward_time: 16.1260967255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8396739960
validation[          , genome  6798] predictions:    9798/  10000 (97.98%), best:    9811/10000 (98.11%), error:       678.78668, best error:       640.47723 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 206.2573242188s, input_fired_time: 2.3400962353, output_fired_time: 1.7294210196, propagate_forward_time: 81.1592330933, propagate_backward_time: 116.5800857544, weight_update_time: 0.2373907119, other_time: 4.4484863281
epoch time: 17.0136585236s, input_fired_time: 0.2625948787, output_fired_time: 0.0000000000, propagate_forward_time: 15.9504423141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8006219864
validation[          , genome  6798] predictions:    9721/  10000 (97.21%), best:    9811/10000 (98.11%), error:       879.03522, best error:       640.47723 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 205.8243865967s, input_fired_time: 2.3453226089, output_fired_time: 1.6780146360, propagate_forward_time: 81.0439758301, propagate_backward_time: 116.3303451538, weight_update_time: 0.2361664027, other_time: 4.4267349243
epoch time: 17.1706829071s, input_fired_time: 0.2699157298, output_fired_time: 0.0000000000, propagate_forward_time: 16.0909023285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8098640442
validation[          , genome  6798] predictions:    9813/  10000 (98.13%), best:    9811/10000 (98.11%), error:       676.23938, best error:       640.47723 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 205.7139892578s, input_fired_time: 2.3030598164, output_fired_time: 1.7120811939, propagate_forward_time: 80.6973648071, propagate_backward_time: 116.5615081787, weight_update_time: 0.2388092577, other_time: 4.4399795532
epoch time: 17.2194900513s, input_fired_time: 0.2706021667, output_fired_time: 0.0000000000, propagate_forward_time: 16.1332263947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8156623840
validation[          , genome  6798] predictions:    9793/  10000 (97.93%), best:    9811/10000 (98.11%), error:       691.92377, best error:       640.47723 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 206.2790069580s, input_fired_time: 2.3113036156, output_fired_time: 1.7030433416, propagate_forward_time: 80.6694183350, propagate_backward_time: 117.1205978394, weight_update_time: 0.2336887717, other_time: 4.4746322632
epoch time: 17.0157947540s, input_fired_time: 0.2680163383, output_fired_time: 0.0000000000, propagate_forward_time: 15.9349470139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8128309250
validation[          , genome  6798] predictions:    9795/  10000 (97.95%), best:    9811/10000 (98.11%), error:       720.13824, best error:       640.47723 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 205.9444580078s, input_fired_time: 2.3014712334, output_fired_time: 1.6985198259, propagate_forward_time: 80.8619232178, propagate_backward_time: 116.6431350708, weight_update_time: 0.2328650355, other_time: 4.4394149780
epoch time: 17.1576004028s, input_fired_time: 0.2666840851, output_fired_time: 0.0000000000, propagate_forward_time: 16.0957164764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7952003479
validation[          , genome  6798] predictions:    9813/  10000 (98.13%), best:    9811/10000 (98.11%), error:       668.07928, best error:       640.47723 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 206.1455841064s, input_fired_time: 2.3371529579, output_fired_time: 1.7070999146, propagate_forward_time: 80.8556976318, propagate_backward_time: 116.8078765869, weight_update_time: 0.2403670698, other_time: 4.4377441406
epoch time: 17.2851581573s, input_fired_time: 0.2719599307, output_fired_time: 0.0000000000, propagate_forward_time: 16.1849136353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8282852173
validation[          , genome  6798] predictions:    9783/  10000 (97.83%), best:    9811/10000 (98.11%), error:       743.81976, best error:       640.47723 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 206.1149597168s, input_fired_time: 2.3160233498, output_fired_time: 1.6789705753, propagate_forward_time: 80.6295166016, propagate_backward_time: 117.0586624146, weight_update_time: 0.2343239188, other_time: 4.4317855835
epoch time: 17.0460014343s, input_fired_time: 0.2712005973, output_fired_time: 0.0000000000, propagate_forward_time: 15.9772720337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7975292206
validation[          , genome  6798] predictions:    9818/  10000 (98.18%), best:    9811/10000 (98.11%), error:       664.38239, best error:       640.47723 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 205.6602020264s, input_fired_time: 2.3074917793, output_fired_time: 1.6638940573, propagate_forward_time: 80.3963165283, propagate_backward_time: 116.7096023560, weight_update_time: 0.2341084778, other_time: 4.5828933716
epoch time: 17.2746200562s, input_fired_time: 0.2730049491, output_fired_time: 0.0000000000, propagate_forward_time: 16.1868686676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8147468567
validation[          , genome  6798] predictions:    9796/  10000 (97.96%), best:    9811/10000 (98.11%), error:       685.09552, best error:       640.47723 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 205.3753051758s, input_fired_time: 2.2896950245, output_fired_time: 1.6782208681, propagate_forward_time: 80.9047164917, propagate_backward_time: 116.0804977417, weight_update_time: 0.2309650779, other_time: 4.4221801758
epoch time: 17.1047477722s, input_fired_time: 0.2703611255, output_fired_time: 0.0000000000, propagate_forward_time: 16.0314846039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8029022217
validation[          , genome  6798] predictions:    9795/  10000 (97.95%), best:    9811/10000 (98.11%), error:       687.51306, best error:       640.47723 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 206.2320861816s, input_fired_time: 2.3335080147, output_fired_time: 1.7050046921, propagate_forward_time: 80.9122238159, propagate_backward_time: 116.8858261108, weight_update_time: 0.2319888771, other_time: 4.3955230713
epoch time: 17.1940746307s, input_fired_time: 0.2771093249, output_fired_time: 0.0000000000, propagate_forward_time: 16.0618152618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8551502228
validation[          , genome  6798] predictions:    9787/  10000 (97.87%), best:    9811/10000 (98.11%), error:       764.96460, best error:       640.47723 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 205.7633361816s, input_fired_time: 2.3438999653, output_fired_time: 1.6788136959, propagate_forward_time: 80.8974151611, propagate_backward_time: 116.4255981445, weight_update_time: 0.2317739278, other_time: 4.4176025391
epoch time: 17.2095355988s, input_fired_time: 0.2715074420, output_fired_time: 0.0000000000, propagate_forward_time: 16.1159248352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8221035004
validation[          , genome  6798] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       630.11151, best error:       630.11151 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 205.8959197998s, input_fired_time: 2.3104984760, output_fired_time: 1.6664606333, propagate_forward_time: 80.9342727661, propagate_backward_time: 116.5099258423, weight_update_time: 0.2344172001, other_time: 4.4747619629
epoch time: 17.2742233276s, input_fired_time: 0.2738634944, output_fired_time: 0.0000000000, propagate_forward_time: 16.1963005066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8040599823
validation[          , genome  6798] predictions:    9784/  10000 (97.84%), best:    9818/10000 (98.18%), error:       694.08490, best error:       630.11151 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 206.3049468994s, input_fired_time: 2.3188631535, output_fired_time: 1.6870317459, propagate_forward_time: 80.9893341064, propagate_backward_time: 116.7748718262, weight_update_time: 0.2410647124, other_time: 4.5348510742
epoch time: 17.1212463379s, input_fired_time: 0.2687092423, output_fired_time: 0.0000000000, propagate_forward_time: 16.0346832275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8178539276
validation[          , genome  6798] predictions:    9795/  10000 (97.95%), best:    9818/10000 (98.18%), error:       685.14905, best error:       630.11151 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 205.6769866943s, input_fired_time: 2.3113710880, output_fired_time: 1.7074400187, propagate_forward_time: 80.5670852661, propagate_backward_time: 116.4828338623, weight_update_time: 0.2354600728, other_time: 4.6082534790
epoch time: 17.1284999847s, input_fired_time: 0.2702231407, output_fired_time: 0.0000000000, propagate_forward_time: 16.0577812195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8004951477
validation[          , genome  6798] predictions:    9821/  10000 (98.21%), best:    9818/10000 (98.18%), error:       651.75732, best error:       630.11151 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 205.6604156494s, input_fired_time: 2.3329856396, output_fired_time: 1.6828479767, propagate_forward_time: 80.9562530518, propagate_backward_time: 116.2547683716, weight_update_time: 0.2320065349, other_time: 4.4335556030
epoch time: 17.0324058533s, input_fired_time: 0.2671513259, output_fired_time: 0.0000000000, propagate_forward_time: 15.9572734833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8079814911
validation[          , genome  6798] predictions:    9779/  10000 (97.79%), best:    9818/10000 (98.18%), error:       731.73645, best error:       630.11151 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 206.0877227783s, input_fired_time: 2.3524489403, output_fired_time: 1.6913876534, propagate_forward_time: 80.7203903198, propagate_backward_time: 116.8073348999, weight_update_time: 0.2345675975, other_time: 4.5161590576
epoch time: 17.2130851746s, input_fired_time: 0.2688722312, output_fired_time: 0.0000000000, propagate_forward_time: 16.1458797455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7983341217
validation[          , genome  6798] predictions:    9765/  10000 (97.65%), best:    9818/10000 (98.18%), error:       747.26703, best error:       630.11151 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 206.1483612061s, input_fired_time: 2.3340475559, output_fired_time: 1.6973993778, propagate_forward_time: 80.4729461670, propagate_backward_time: 117.2421875000, weight_update_time: 0.2343759835, other_time: 4.4017791748
epoch time: 17.2314529419s, input_fired_time: 0.2904510796, output_fired_time: 0.0000000000, propagate_forward_time: 16.1290378571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8119640350
validation[          , genome  6798] predictions:    9792/  10000 (97.92%), best:    9818/10000 (98.18%), error:       725.26392, best error:       630.11151 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 206.2194061279s, input_fired_time: 2.3104002476, output_fired_time: 1.6673408747, propagate_forward_time: 80.7753753662, propagate_backward_time: 117.0085754395, weight_update_time: 0.2341590971, other_time: 4.4577178955
epoch time: 17.1470222473s, input_fired_time: 0.2719957530, output_fired_time: 0.0000000000, propagate_forward_time: 16.0633411407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8116855621
validation[          , genome  6798] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       677.65308, best error:       630.11151 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 205.7882537842s, input_fired_time: 2.3238704205, output_fired_time: 1.7339792252, propagate_forward_time: 80.6737136841, propagate_backward_time: 116.6465072632, weight_update_time: 0.2347664386, other_time: 4.4101867676
epoch time: 17.3692436218s, input_fired_time: 0.2798454463, output_fired_time: 0.0000000000, propagate_forward_time: 16.2700519562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8193454742
validation[          , genome  6798] predictions:    9790/  10000 (97.90%), best:    9818/10000 (98.18%), error:       725.13947, best error:       630.11151 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 206.0528259277s, input_fired_time: 2.3457045555, output_fired_time: 1.7017366886, propagate_forward_time: 80.7808151245, propagate_backward_time: 116.7936859131, weight_update_time: 0.2395327985, other_time: 4.4308853149
epoch time: 17.0267372131s, input_fired_time: 0.2755454183, output_fired_time: 0.0000000000, propagate_forward_time: 15.9590816498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7921104431
validation[          , genome  6798] predictions:    9794/  10000 (97.94%), best:    9818/10000 (98.18%), error:       699.14813, best error:       630.11151 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 206.4961242676s, input_fired_time: 2.3426392078, output_fired_time: 1.7187449932, propagate_forward_time: 80.6955261230, propagate_backward_time: 117.1532287598, weight_update_time: 0.2613101006, other_time: 4.5859832764
epoch time: 17.1264057159s, input_fired_time: 0.2695358694, output_fired_time: 0.0000000000, propagate_forward_time: 16.0632438660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7936267853
validation[          , genome  6798] predictions:    9806/  10000 (98.06%), best:    9818/10000 (98.18%), error:       665.07550, best error:       630.11151 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 205.7462921143s, input_fired_time: 2.3779430389, output_fired_time: 1.6956305504, propagate_forward_time: 80.7286529541, propagate_backward_time: 116.4979629517, weight_update_time: 0.2379165143, other_time: 4.4460983276
epoch time: 17.0712718964s, input_fired_time: 0.2708877623, output_fired_time: 0.0000000000, propagate_forward_time: 15.9383306503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8620538712
validation[          , genome  6798] predictions:    9799/  10000 (97.99%), best:    9818/10000 (98.18%), error:       674.28851, best error:       630.11151 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 206.2975311279s, input_fired_time: 2.3253040314, output_fired_time: 1.6973464489, propagate_forward_time: 80.8101196289, propagate_backward_time: 117.0067520142, weight_update_time: 0.2324804217, other_time: 4.4580154419
epoch time: 17.1282634735s, input_fired_time: 0.2719847262, output_fired_time: 0.0000000000, propagate_forward_time: 16.0447826385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8114967346
validation[          , genome  6798] predictions:    9782/  10000 (97.82%), best:    9818/10000 (98.18%), error:       714.40338, best error:       630.11151 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 206.1471252441s, input_fired_time: 2.3419880867, output_fired_time: 1.6802170277, propagate_forward_time: 80.8177413940, propagate_backward_time: 116.8898544312, weight_update_time: 0.2326465845, other_time: 4.4173126221
epoch time: 17.1522235870s, input_fired_time: 0.2720705867, output_fired_time: 0.0000000000, propagate_forward_time: 16.0795135498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8006401062
validation[          , genome  6798] predictions:    9790/  10000 (97.90%), best:    9818/10000 (98.18%), error:       724.70154, best error:       630.11151 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 205.9881744385s, input_fired_time: 2.3533830643, output_fired_time: 1.6823163033, propagate_forward_time: 80.7593460083, propagate_backward_time: 116.7690200806, weight_update_time: 0.2374654114, other_time: 4.4241180420
epoch time: 17.1588287354s, input_fired_time: 0.2685929537, output_fired_time: 0.0000000000, propagate_forward_time: 16.0507659912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8394699097
validation[          , genome  6798] predictions:    9791/  10000 (97.91%), best:    9818/10000 (98.18%), error:       692.08606, best error:       630.11151 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 205.7046813965s, input_fired_time: 2.3458161354, output_fired_time: 1.7176836729, propagate_forward_time: 80.6172103882, propagate_backward_time: 116.6541519165, weight_update_time: 0.2332037240, other_time: 4.3698272705
epoch time: 17.1744117737s, input_fired_time: 0.2728555202, output_fired_time: 0.0000000000, propagate_forward_time: 16.0907688141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8107872009
validation[          , genome  6798] predictions:    9797/  10000 (97.97%), best:    9818/10000 (98.18%), error:       697.99695, best error:       630.11151 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 205.7754974365s, input_fired_time: 2.3183925152, output_fired_time: 1.7140451670, propagate_forward_time: 80.9699172974, propagate_backward_time: 116.3895950317, weight_update_time: 0.2335839868, other_time: 4.3835449219
epoch time: 17.2600154877s, input_fired_time: 0.2717653215, output_fired_time: 0.0000000000, propagate_forward_time: 16.1682147980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8200359344
validation[          , genome  6798] predictions:    9811/  10000 (98.11%), best:    9818/10000 (98.18%), error:       652.00128, best error:       630.11151 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 205.6637115479s, input_fired_time: 2.3585786819, output_fired_time: 1.6749745607, propagate_forward_time: 80.9679183960, propagate_backward_time: 116.2239151001, weight_update_time: 0.2325211465, other_time: 4.4383239746
epoch time: 16.9543724060s, input_fired_time: 0.2688816786, output_fired_time: 0.0000000000, propagate_forward_time: 15.8993453979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7861461639
validation[          , genome  6798] predictions:    9792/  10000 (97.92%), best:    9818/10000 (98.18%), error:       699.06036, best error:       630.11151 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 206.6571655273s, input_fired_time: 2.3663399220, output_fired_time: 1.7056221962, propagate_forward_time: 80.9335556030, propagate_backward_time: 117.2370758057, weight_update_time: 0.2329835594, other_time: 4.4145736694
epoch time: 17.1695537567s, input_fired_time: 0.2733452320, output_fired_time: 0.0000000000, propagate_forward_time: 16.0790309906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8171768188
validation[          , genome  6798] predictions:    9794/  10000 (97.94%), best:    9818/10000 (98.18%), error:       710.47467, best error:       630.11151 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 206.3258056641s, input_fired_time: 2.3281452656, output_fired_time: 1.7060548067, propagate_forward_time: 80.7594375610, propagate_backward_time: 117.1234664917, weight_update_time: 0.2354152352, other_time: 4.4087066650
epoch time: 17.1617736816s, input_fired_time: 0.2702551782, output_fired_time: 0.0000000000, propagate_forward_time: 16.0105266571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8809909821
validation[          , genome  6798] predictions:    9788/  10000 (97.88%), best:    9818/10000 (98.18%), error:       736.37988, best error:       630.11151 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 205.8039855957s, input_fired_time: 2.3442881107, output_fired_time: 1.6894248724, propagate_forward_time: 80.7328338623, propagate_backward_time: 116.5990219116, weight_update_time: 0.2329136729, other_time: 4.4384231567
epoch time: 17.0433082581s, input_fired_time: 0.2735607624, output_fired_time: 0.0000000000, propagate_forward_time: 15.9606819153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8090648651
validation[          , genome  6798] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       678.13544, best error:       630.11151 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 206.0221405029s, input_fired_time: 2.3358602524, output_fired_time: 1.6903557777, propagate_forward_time: 80.7165603638, propagate_backward_time: 116.8865280151, weight_update_time: 0.2328246832, other_time: 4.3928375244
epoch time: 17.1769161224s, input_fired_time: 0.2767143548, output_fired_time: 0.0000000000, propagate_forward_time: 16.0884284973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8117733002
validation[          , genome  6798] predictions:    9807/  10000 (98.07%), best:    9818/10000 (98.18%), error:       670.20355, best error:       630.11151 on epoch:    79, 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: 85.8806381226s, input_fired_time: 1.3617204428, output_fired_time: 0.0000000000, propagate_forward_time: 80.4363555908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0825653076
best training[          , genome  6798] predictions:   49841/  50000 (99.68%), best:    9818/10000 (98.18%), error:       946.54547, best error:       630.11151 on epoch:    79, 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: 17.5493373871s, input_fired_time: 0.2644273341, output_fired_time: 0.0000000000, propagate_forward_time: 16.2102832794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0746269226
   testing[          , genome  6798] predictions:    9810/  10000 (98.10%), best:    9818/10000 (98.18%), error:       613.95929, best error:       630.11151 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:00:35 (31734): called boinc_finish(0)

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