Nameexact_genome_1512568488_41_7119_1
Workunit2606911
Created8 Dec 2017, 0:02:58 UTC
Sent8 Dec 2017, 0:07:13 UTC
Report deadline16 Dec 2017, 2:08:02 UTC
Received10 Dec 2017, 11:03:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67923
Run time1 hours 50 min 42 sec
CPU time1 hours 47 min 16 sec
Validate stateValid
Credit2,020.98
Device peak FLOPS3.35 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
   9550/  10000 (95.50%), best:    9668/10000 (96.68%), error:      1482.39856, best error:      1115.57593 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 148.2273712158s, input_fired_time: 0.7786869407, output_fired_time: 0.6164069176, propagate_forward_time: 58.4952278137, propagate_backward_time: 79.6716308594, weight_update_time: 0.0764056593, other_time: 8.6654205322
epoch time: 10.5717849731s, input_fired_time: 0.0884092376, output_fired_time: 0.0000000000, propagate_forward_time: 10.2107601166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726154327
validation[          , genome  7119] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1085.40503, best error:      1085.40503 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 146.0227355957s, input_fired_time: 2.7873849869, output_fired_time: 0.6075415611, propagate_forward_time: 49.5178260803, propagate_backward_time: 88.5107040405, weight_update_time: 0.0766860694, other_time: 4.5992813110
epoch time: 11.7101774216s, input_fired_time: 0.0915156603, output_fired_time: 0.0000000000, propagate_forward_time: 11.3384723663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2801895142
validation[          , genome  7119] predictions:    9652/  10000 (96.52%), best:    9679/10000 (96.79%), error:      1164.00610, best error:      1085.40503 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 144.5048675537s, input_fired_time: 0.7812853456, output_fired_time: 2.6137316227, propagate_forward_time: 50.3235397339, propagate_backward_time: 88.1976699829, weight_update_time: 0.0762006417, other_time: 2.5886383057
epoch time: 10.6329774857s, input_fired_time: 0.0915313885, output_fired_time: 0.0000000000, propagate_forward_time: 10.2647304535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2767152786
validation[          , genome  7119] predictions:    9603/  10000 (96.03%), best:    9679/10000 (96.79%), error:      1316.52356, best error:      1085.40503 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 146.7110900879s, input_fired_time: 6.8039669991, output_fired_time: 1.6127800941, propagate_forward_time: 52.3600921631, propagate_backward_time: 78.3336868286, weight_update_time: 0.0758545697, other_time: 7.6005630493
epoch time: 12.6406469345s, input_fired_time: 0.0927040055, output_fired_time: 0.0000000000, propagate_forward_time: 12.2664556503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2814874649
validation[          , genome  7119] predictions:    9650/  10000 (96.50%), best:    9679/10000 (96.79%), error:      1159.90955, best error:      1085.40503 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 145.7800750732s, input_fired_time: 4.7987484932, output_fired_time: 3.6208391190, propagate_forward_time: 50.2238349915, propagate_backward_time: 78.5374221802, weight_update_time: 0.0754552037, other_time: 8.5992355347
epoch time: 10.6000270844s, input_fired_time: 0.0900254771, output_fired_time: 0.0000000000, propagate_forward_time: 9.2283201218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2816810608
validation[          , genome  7119] predictions:    9554/  10000 (95.54%), best:    9679/10000 (96.79%), error:      1433.30334, best error:      1085.40503 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 144.8092651367s, input_fired_time: 0.7831609249, output_fired_time: 2.6153016090, propagate_forward_time: 58.2122230530, propagate_backward_time: 81.6147384644, weight_update_time: 0.0765516385, other_time: 1.5838546753
epoch time: 10.6268339157s, input_fired_time: 0.0898785517, output_fired_time: 0.0000000000, propagate_forward_time: 10.2595567703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2773990631
validation[          , genome  7119] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1069.67554, best error:      1069.67554 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 148.0002441406s, input_fired_time: 1.7905240059, output_fired_time: 0.6165232062, propagate_forward_time: 50.4755783081, propagate_backward_time: 86.4929885864, weight_update_time: 0.0764538124, other_time: 8.6246337891
epoch time: 11.5273599625s, input_fired_time: 0.0887030512, output_fired_time: 0.0000000000, propagate_forward_time: 10.1629323959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2757244110
validation[          , genome  7119] predictions:    9607/  10000 (96.07%), best:    9687/10000 (96.87%), error:      1317.16040, best error:      1069.67554 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 148.2699584961s, input_fired_time: 0.7857107520, output_fired_time: 0.6159622669, propagate_forward_time: 47.2781524658, propagate_backward_time: 97.0014190674, weight_update_time: 0.0762166232, other_time: 2.5887145996
epoch time: 9.6419906616s, input_fired_time: 0.0910328850, output_fired_time: 0.0000000000, propagate_forward_time: 9.2723636627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2785940170
validation[          , genome  7119] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1049.47864, best error:      1049.47864 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 147.5398254395s, input_fired_time: 0.7942798734, output_fired_time: 0.6234378219, propagate_forward_time: 52.5160865784, propagate_backward_time: 91.9905776978, weight_update_time: 0.0778425708, other_time: 1.6154403687
epoch time: 10.5357313156s, input_fired_time: 0.0889038816, output_fired_time: 0.0000000000, propagate_forward_time: 10.1765041351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703237534
validation[          , genome  7119] predictions:    9562/  10000 (95.62%), best:    9691/10000 (96.91%), error:      1420.58130, best error:      1049.47864 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 145.6737823486s, input_fired_time: 0.7849785686, output_fired_time: 0.6101521254, propagate_forward_time: 46.3492202759, propagate_backward_time: 92.3272781372, weight_update_time: 0.0767834038, other_time: 5.6021575928
epoch time: 10.7075071335s, input_fired_time: 2.1010208130, output_fired_time: 0.0000000000, propagate_forward_time: 8.3228254318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836608887
validation[          , genome  7119] predictions:    9630/  10000 (96.30%), best:    9691/10000 (96.91%), error:      1163.62830, best error:      1049.47864 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 145.7206878662s, input_fired_time: 4.7936654091, output_fired_time: 0.6177451015, propagate_forward_time: 50.1167144775, propagate_backward_time: 87.6100234985, weight_update_time: 0.0762548447, other_time: 2.5825271606
epoch time: 10.5572137833s, input_fired_time: 0.0900726765, output_fired_time: 0.0000000000, propagate_forward_time: 10.1924934387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746477127
validation[          , genome  7119] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1020.99084, best error:      1020.99084 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 145.8701629639s, input_fired_time: 0.7876322269, output_fired_time: 2.6215481758, propagate_forward_time: 58.0940742493, propagate_backward_time: 82.7953033447, weight_update_time: 0.0753474832, other_time: 1.5716094971
epoch time: 10.6064004898s, input_fired_time: 0.0905777887, output_fired_time: 0.0000000000, propagate_forward_time: 10.2353181839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805042267
validation[          , genome  7119] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       959.25763, best error:       959.25763 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 148.0252227783s, input_fired_time: 0.8032440543, output_fired_time: 1.6148667336, propagate_forward_time: 55.3671836853, propagate_backward_time: 86.6469497681, weight_update_time: 0.0764216706, other_time: 3.5929794312
epoch time: 11.7134237289s, input_fired_time: 3.1070964336, output_fired_time: 0.0000000000, propagate_forward_time: 8.3236007690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2827262878
validation[          , genome  7119] predictions:    9585/  10000 (95.85%), best:    9721/10000 (97.21%), error:      1362.70313, best error:       959.25763 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 147.9654541016s, input_fired_time: 4.8010125160, output_fired_time: 0.6173677444, propagate_forward_time: 49.1648445129, propagate_backward_time: 89.7943496704, weight_update_time: 2.0806496143, other_time: 3.5878829956
epoch time: 11.5558643341s, input_fired_time: 0.0894349888, output_fired_time: 0.0000000000, propagate_forward_time: 11.1944274902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2720022202
validation[          , genome  7119] predictions:    9630/  10000 (96.30%), best:    9721/10000 (97.21%), error:      1219.86877, best error:       959.25763 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 146.9507751465s, input_fired_time: 2.6923685074, output_fired_time: 2.6202471256, propagate_forward_time: 49.3323440552, propagate_backward_time: 88.6879272461, weight_update_time: 0.0775820240, other_time: 3.6178817749
epoch time: 12.7655401230s, input_fired_time: 0.0956519097, output_fired_time: 0.0000000000, propagate_forward_time: 12.3868141174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2830743790
validation[          , genome  7119] predictions:    9704/  10000 (97.04%), best:    9721/10000 (97.21%), error:       994.39911, best error:       959.25763 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 148.0392608643s, input_fired_time: 0.7916333079, output_fired_time: 1.6175861359, propagate_forward_time: 55.4925651550, propagate_backward_time: 87.5328598022, weight_update_time: 0.0767311379, other_time: 2.6046218872
epoch time: 11.5695533752s, input_fired_time: 0.0932488814, output_fired_time: 0.0000000000, propagate_forward_time: 11.1967372894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2795667648
validation[          , genome  7119] predictions:    9646/  10000 (96.46%), best:    9721/10000 (97.21%), error:      1158.26477, best error:       959.25763 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 148.8176727295s, input_fired_time: 2.7982895374, output_fired_time: 0.6131902337, propagate_forward_time: 54.4164657593, propagate_backward_time: 82.3696746826, weight_update_time: 0.0756195188, other_time: 8.6200485229
epoch time: 11.5204420090s, input_fired_time: 0.0944555849, output_fired_time: 0.0000000000, propagate_forward_time: 11.1445035934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2814826965
validation[          , genome  7119] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:      1003.14825, best error:       959.25763 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 157.0611419678s, input_fired_time: 0.8057668209, output_fired_time: 5.6503062248, propagate_forward_time: 57.8207435608, propagate_backward_time: 91.1445007324, weight_update_time: 0.0775772706, other_time: 1.6398315430
epoch time: 11.8561859131s, input_fired_time: 0.0971818641, output_fired_time: 0.0000000000, propagate_forward_time: 11.4657106400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932929993
validation[          , genome  7119] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       957.66864, best error:       957.66864 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 147.9745941162s, input_fired_time: 4.7961263657, output_fired_time: 1.6174596548, propagate_forward_time: 51.2276077271, propagate_backward_time: 85.7256011963, weight_update_time: 0.0759395659, other_time: 4.6077957153
epoch time: 11.7515764236s, input_fired_time: 0.0947714895, output_fired_time: 0.0000000000, propagate_forward_time: 11.3713102341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854948044
validation[          , genome  7119] predictions:    9552/  10000 (95.52%), best:    9710/10000 (97.10%), error:      1416.45471, best error:       957.66864 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 145.8248291016s, input_fired_time: 1.7934081554, output_fired_time: 0.6048837900, propagate_forward_time: 48.3852157593, propagate_backward_time: 91.4374847412, weight_update_time: 0.0761320665, other_time: 3.6038284302
epoch time: 10.7456331253s, input_fired_time: 0.0944375843, output_fired_time: 0.0000000000, propagate_forward_time: 10.3665761948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2846193314
validation[          , genome  7119] predictions:    9703/  10000 (97.03%), best:    9710/10000 (97.10%), error:      1000.67981, best error:       957.66864 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 146.8545532227s, input_fired_time: 1.7926121950, output_fired_time: 1.6152821779, propagate_forward_time: 45.4045906067, propagate_backward_time: 91.4222640991, weight_update_time: 0.0765039921, other_time: 6.6198043823
epoch time: 12.6010637283s, input_fired_time: 0.0934605971, output_fired_time: 0.0000000000, propagate_forward_time: 10.3129091263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1946935654
validation[          , genome  7119] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       922.26886, best error:       922.26886 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 147.9908447266s, input_fired_time: 0.8288922906, output_fired_time: 0.6207450628, propagate_forward_time: 57.2696533203, propagate_backward_time: 83.6597900391, weight_update_time: 0.0761698261, other_time: 5.6117706299
epoch time: 11.5815162659s, input_fired_time: 0.0917219147, output_fired_time: 0.0000000000, propagate_forward_time: 11.2108087540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789859772
validation[          , genome  7119] predictions:    9657/  10000 (96.57%), best:    9732/10000 (97.32%), error:      1171.17969, best error:       922.26886 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 144.7765197754s, input_fired_time: 3.7982695103, output_fired_time: 1.6175806522, propagate_forward_time: 45.2028160095, propagate_backward_time: 89.6416854858, weight_update_time: 0.0766532272, other_time: 4.5161666870
epoch time: 10.5822486877s, input_fired_time: 0.0917488262, output_fired_time: 0.0000000000, propagate_forward_time: 10.2160091400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744903564
validation[          , genome  7119] predictions:    9701/  10000 (97.01%), best:    9732/10000 (97.32%), error:       989.76367, best error:       922.26886 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 146.7173004150s, input_fired_time: 1.7914769650, output_fired_time: 0.6108655930, propagate_forward_time: 59.2341842651, propagate_backward_time: 80.4905548096, weight_update_time: 0.0755325481, other_time: 4.5902175903
epoch time: 12.7557077408s, input_fired_time: 0.0948978513, output_fired_time: 0.0000000000, propagate_forward_time: 12.3703041077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905054092
validation[          , genome  7119] predictions:    9721/  10000 (97.21%), best:    9732/10000 (97.32%), error:      1008.50104, best error:       922.26886 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 145.8980102539s, input_fired_time: 0.7938148975, output_fired_time: 0.6098536253, propagate_forward_time: 52.4310302734, propagate_backward_time: 89.4736633301, weight_update_time: 0.0759625882, other_time: 2.5896606445
epoch time: 10.5857658386s, input_fired_time: 0.0939856395, output_fired_time: 0.0000000000, propagate_forward_time: 10.2053365707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864437103
validation[          , genome  7119] predictions:    9695/  10000 (96.95%), best:    9732/10000 (97.32%), error:       997.71307, best error:       922.26886 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 148.1780242920s, input_fired_time: 2.8029255867, output_fired_time: 2.6180820465, propagate_forward_time: 48.4997558594, propagate_backward_time: 87.6407775879, weight_update_time: 0.0763619542, other_time: 6.6164703369
epoch time: 10.5333118439s, input_fired_time: 0.0900944099, output_fired_time: 0.0000000000, propagate_forward_time: 8.1641998291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2790174484
validation[          , genome  7119] predictions:    9686/  10000 (96.86%), best:    9732/10000 (97.32%), error:      1017.43427, best error:       922.26886 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 147.4651947021s, input_fired_time: 1.7901076078, output_fired_time: 3.6157293320, propagate_forward_time: 52.9936866760, propagate_backward_time: 87.4785842896, weight_update_time: 0.0757739097, other_time: 1.5871047974
epoch time: 10.6566171646s, input_fired_time: 0.0931398422, output_fired_time: 0.0000000000, propagate_forward_time: 10.2835340500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799434662
validation[          , genome  7119] predictions:    9727/  10000 (97.27%), best:    9732/10000 (97.32%), error:       952.87646, best error:       922.26886 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 146.8648834229s, input_fired_time: 2.7034058571, output_fired_time: 4.6271758080, propagate_forward_time: 51.3071632385, propagate_backward_time: 86.6223907471, weight_update_time: 0.0785252750, other_time: 1.6047515869
epoch time: 11.6324844360s, input_fired_time: 0.0929316953, output_fired_time: 0.0000000000, propagate_forward_time: 11.2527303696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2868223190
validation[          , genome  7119] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       883.74512, best error:       883.74512 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 147.1659698486s, input_fired_time: 1.7978036404, output_fired_time: 0.6138997674, propagate_forward_time: 53.2132339478, propagate_backward_time: 89.9444122314, weight_update_time: 0.0780827999, other_time: 1.5966110229
epoch time: 12.6535224915s, input_fired_time: 0.0954767540, output_fired_time: 0.0000000000, propagate_forward_time: 12.2571182251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009271622
validation[          , genome  7119] predictions:    9707/  10000 (97.07%), best:    9731/10000 (97.31%), error:      1028.87671, best error:       883.74512 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 147.1329345703s, input_fired_time: 0.8027316332, output_fired_time: 0.6137554646, propagate_forward_time: 53.4404678345, propagate_backward_time: 90.6958923340, weight_update_time: 0.0762208998, other_time: 1.5800857544
epoch time: 10.5199565887s, input_fired_time: 0.0939388126, output_fired_time: 0.0000000000, propagate_forward_time: 10.1458616257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2801561356
validation[          , genome  7119] predictions:    9707/  10000 (97.07%), best:    9731/10000 (97.31%), error:       971.44495, best error:       883.74512 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 147.9130554199s, input_fired_time: 0.7955657244, output_fired_time: 0.6108931899, propagate_forward_time: 50.4153862000, propagate_backward_time: 94.5105438232, weight_update_time: 0.0762054995, other_time: 1.5806732178
epoch time: 11.5446901321s, input_fired_time: 0.0927046463, output_fired_time: 0.0000000000, propagate_forward_time: 11.1745767593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774085999
validation[          , genome  7119] predictions:    9710/  10000 (97.10%), best:    9731/10000 (97.31%), error:       972.62445, best error:       883.74512 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 148.0182037354s, input_fired_time: 2.7981455326, output_fired_time: 0.6102224588, propagate_forward_time: 54.3052635193, propagate_backward_time: 84.6991882324, weight_update_time: 0.0759818554, other_time: 5.6053771973
epoch time: 11.6147651672s, input_fired_time: 0.0933210775, output_fired_time: 0.0000000000, propagate_forward_time: 11.2410964966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2803478241
validation[          , genome  7119] predictions:    9738/  10000 (97.38%), best:    9731/10000 (97.31%), error:       920.38477, best error:       883.74512 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 144.7338867188s, input_fired_time: 0.7891271114, output_fired_time: 1.6111563444, propagate_forward_time: 54.2536849976, propagate_backward_time: 84.6037139893, weight_update_time: 0.0752529129, other_time: 3.4762039185
epoch time: 10.7269124985s, input_fired_time: 0.0952205732, output_fired_time: 0.0000000000, propagate_forward_time: 8.3457403183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2859516144
validation[          , genome  7119] predictions:    9682/  10000 (96.82%), best:    9731/10000 (97.31%), error:       986.55988, best error:       883.74512 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 146.5675506592s, input_fired_time: 0.7914873958, output_fired_time: 1.6190040112, propagate_forward_time: 63.2735023499, propagate_backward_time: 75.3155593872, weight_update_time: 0.0749243200, other_time: 5.5680007935
epoch time: 12.6663579941s, input_fired_time: 0.0980828032, output_fired_time: 0.0000000000, propagate_forward_time: 12.2818250656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864503860
validation[          , genome  7119] predictions:    9702/  10000 (97.02%), best:    9731/10000 (97.31%), error:      1012.12274, best error:       883.74512 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 148.0210418701s, input_fired_time: 0.8025370836, output_fired_time: 2.6288931370, propagate_forward_time: 59.2375068665, propagate_backward_time: 81.7521820068, weight_update_time: 0.0759001523, other_time: 3.5999298096
epoch time: 11.7302513123s, input_fired_time: 0.0960881338, output_fired_time: 0.0000000000, propagate_forward_time: 11.3552160263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789468765
validation[          , genome  7119] predictions:    9730/  10000 (97.30%), best:    9731/10000 (97.31%), error:       901.13806, best error:       883.74512 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 148.3095855713s, input_fired_time: 0.8123608232, output_fired_time: 0.6207180023, propagate_forward_time: 51.4487457275, propagate_backward_time: 90.8073425293, weight_update_time: 0.0766025856, other_time: 4.6204223633
epoch time: 11.5743961334s, input_fired_time: 0.0948241428, output_fired_time: 0.0000000000, propagate_forward_time: 10.1943769455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2851953506
validation[          , genome  7119] predictions:    9724/  10000 (97.24%), best:    9731/10000 (97.31%), error:       953.06226, best error:       883.74512 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 148.2681274414s, input_fired_time: 3.8130445480, output_fired_time: 4.6296358109, propagate_forward_time: 51.4368209839, propagate_backward_time: 83.7620315552, weight_update_time: 0.0775210336, other_time: 4.6265869141
epoch time: 11.6235713959s, input_fired_time: 0.0935102925, output_fired_time: 0.0000000000, propagate_forward_time: 11.2522144318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778463364
validation[          , genome  7119] predictions:    9698/  10000 (96.98%), best:    9731/10000 (97.31%), error:      1023.67212, best error:       883.74512 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 144.8510742188s, input_fired_time: 0.7986583114, output_fired_time: 2.6270825863, propagate_forward_time: 46.1703987122, propagate_backward_time: 92.6473464966, weight_update_time: 0.0767764300, other_time: 2.6075973511
epoch time: 10.6197929382s, input_fired_time: 0.0930551961, output_fired_time: 0.0000000000, propagate_forward_time: 10.2421808243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2845573425
validation[          , genome  7119] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       933.62750, best error:       883.74512 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 146.5338287354s, input_fired_time: 2.8043932915, output_fired_time: 0.6054815650, propagate_forward_time: 57.3444137573, propagate_backward_time: 84.1935729980, weight_update_time: 0.0759302676, other_time: 1.5859603882
epoch time: 12.6560611725s, input_fired_time: 0.0967309102, output_fired_time: 0.0000000000, propagate_forward_time: 12.2676782608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916517258
validation[          , genome  7119] predictions:    9737/  10000 (97.37%), best:    9731/10000 (97.31%), error:       914.73120, best error:       883.74512 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 145.8176116943s, input_fired_time: 3.8072547913, output_fired_time: 0.6065277457, propagate_forward_time: 48.1574516296, propagate_backward_time: 91.6560821533, weight_update_time: 0.0775472298, other_time: 1.5903015137
epoch time: 10.5746850967s, input_fired_time: 0.0930398032, output_fired_time: 0.0000000000, propagate_forward_time: 10.2053918839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762537003
validation[          , genome  7119] predictions:    9655/  10000 (96.55%), best:    9731/10000 (97.31%), error:      1115.00513, best error:       883.74512 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 147.7018280029s, input_fired_time: 0.7992529273, output_fired_time: 0.6077849865, propagate_forward_time: 45.0472297668, propagate_backward_time: 94.6303558350, weight_update_time: 0.0761095062, other_time: 6.6172027588
epoch time: 11.7189702988s, input_fired_time: 0.0969826579, output_fired_time: 0.0000000000, propagate_forward_time: 10.3383045197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2836828232
validation[          , genome  7119] predictions:    9673/  10000 (96.73%), best:    9731/10000 (97.31%), error:      1009.89691, best error:       883.74512 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 145.4987335205s, input_fired_time: 2.8035426140, output_fired_time: 0.6064268947, propagate_forward_time: 43.2351608276, propagate_backward_time: 93.2583694458, weight_update_time: 0.0753529444, other_time: 5.5952301025
epoch time: 11.7593612671s, input_fired_time: 0.0976933911, output_fired_time: 0.0000000000, propagate_forward_time: 11.3757467270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2859210968
validation[          , genome  7119] predictions:    9681/  10000 (96.81%), best:    9731/10000 (97.31%), error:      1003.03461, best error:       883.74512 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 147.1831665039s, input_fired_time: 1.8114196062, output_fired_time: 3.6241328716, propagate_forward_time: 55.4444923401, propagate_backward_time: 78.6954574585, weight_update_time: 1.0798119307, other_time: 7.6076736450
epoch time: 12.6026268005s, input_fired_time: 0.0943766832, output_fired_time: 0.0000000000, propagate_forward_time: 12.2330055237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752447128
validation[          , genome  7119] predictions:    9708/  10000 (97.08%), best:    9731/10000 (97.31%), error:       974.91998, best error:       883.74512 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 147.3498077393s, input_fired_time: 0.8067565560, output_fired_time: 0.6199895740, propagate_forward_time: 52.4280433655, propagate_backward_time: 86.8760757446, weight_update_time: 0.0773784518, other_time: 6.6189346313
epoch time: 12.6304435730s, input_fired_time: 2.1054525375, output_fired_time: 0.0000000000, propagate_forward_time: 8.2390508652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2859401703
validation[          , genome  7119] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       880.54260, best error:       880.54260 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 147.4422149658s, input_fired_time: 0.8109182715, output_fired_time: 2.6263601780, propagate_forward_time: 51.4361801147, propagate_backward_time: 90.9532318115, weight_update_time: 0.0779568180, other_time: 1.6155319214
epoch time: 12.6624546051s, input_fired_time: 0.0964380428, output_fired_time: 0.0000000000, propagate_forward_time: 12.2818908691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2841253281
validation[          , genome  7119] predictions:    9719/  10000 (97.19%), best:    9749/10000 (97.49%), error:       928.07147, best error:       880.54260 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 147.9047851563s, input_fired_time: 0.7997380495, output_fired_time: 2.6186172962, propagate_forward_time: 55.2864303589, propagate_backward_time: 86.5977478027, weight_update_time: 0.0761332437, other_time: 2.6022415161
epoch time: 11.5880393982s, input_fired_time: 0.0943744183, output_fired_time: 0.0000000000, propagate_forward_time: 10.2137660980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2798986435
validation[          , genome  7119] predictions:    9719/  10000 (97.19%), best:    9749/10000 (97.49%), error:       925.23425, best error:       880.54260 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 148.0604553223s, input_fired_time: 1.8110876083, output_fired_time: 0.6170784831, propagate_forward_time: 61.3729209900, propagate_backward_time: 78.6560211182, weight_update_time: 0.0760457218, other_time: 5.6033477783
epoch time: 12.6317329407s, input_fired_time: 0.0944799185, output_fired_time: 0.0000000000, propagate_forward_time: 12.2615604401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756929398
validation[          , genome  7119] predictions:    9722/  10000 (97.22%), best:    9749/10000 (97.49%), error:       957.29346, best error:       880.54260 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 147.0934600830s, input_fired_time: 0.8035793304, output_fired_time: 0.6176496744, propagate_forward_time: 56.3091964722, propagate_backward_time: 87.7727813721, weight_update_time: 0.0760698169, other_time: 1.5902633667
epoch time: 12.7151508331s, input_fired_time: 0.0962696373, output_fired_time: 0.0000000000, propagate_forward_time: 12.3401803970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787008286
validation[          , genome  7119] predictions:    9684/  10000 (96.84%), best:    9749/10000 (97.49%), error:      1101.98950, best error:       880.54260 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 144.7688140869s, input_fired_time: 0.8104364872, output_fired_time: 1.6143115759, propagate_forward_time: 53.1473197937, propagate_backward_time: 82.6072463989, weight_update_time: 0.0748133659, other_time: 6.5894851685
epoch time: 10.7183275223s, input_fired_time: 0.0970253497, output_fired_time: 0.0000000000, propagate_forward_time: 10.3414487839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2798538208
validation[          , genome  7119] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       907.28088, best error:       880.54260 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 146.7804412842s, input_fired_time: 2.8057909012, output_fired_time: 1.6141761541, propagate_forward_time: 56.3523559570, propagate_backward_time: 84.4261322021, weight_update_time: 0.0756552964, other_time: 1.5819854736
epoch time: 12.5748882294s, input_fired_time: 0.0933329687, output_fired_time: 0.0000000000, propagate_forward_time: 12.2056522369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2759027481
validation[          , genome  7119] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       891.10632, best error:       880.54260 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 148.0994873047s, input_fired_time: 1.8132112026, output_fired_time: 2.6248536110, propagate_forward_time: 52.3680534363, propagate_backward_time: 87.6999588013, weight_update_time: 0.0759135336, other_time: 3.5934066772
epoch time: 11.5708179474s, input_fired_time: 1.0983283520, output_fired_time: 0.0000000000, propagate_forward_time: 10.2011384964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713508606
validation[          , genome  7119] predictions:    9717/  10000 (97.17%), best:    9749/10000 (97.49%), error:       916.74353, best error:       880.54260 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 147.0117034912s, input_fired_time: 2.8150722980, output_fired_time: 1.6179596186, propagate_forward_time: 53.1725082397, propagate_backward_time: 84.8115310669, weight_update_time: 0.0759225488, other_time: 4.5946197510
epoch time: 10.6808156967s, input_fired_time: 0.0963630006, output_fired_time: 0.0000000000, propagate_forward_time: 9.3001451492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2843074799
validation[          , genome  7119] predictions:    9728/  10000 (97.28%), best:    9749/10000 (97.49%), error:       934.54095, best error:       880.54260 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 149.3402099609s, input_fired_time: 3.8209941387, output_fired_time: 0.6102281213, propagate_forward_time: 50.5342063904, propagate_backward_time: 87.7585906982, weight_update_time: 0.0763321519, other_time: 6.6161804199
epoch time: 11.7267723083s, input_fired_time: 0.0973027721, output_fired_time: 0.0000000000, propagate_forward_time: 10.3485946655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2808752060
validation[          , genome  7119] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       846.02374, best error:       846.02374 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 147.1519775391s, input_fired_time: 0.8075243831, output_fired_time: 0.6155462861, propagate_forward_time: 53.5121498108, propagate_backward_time: 90.6262817383, weight_update_time: 0.0767517537, other_time: 1.5904846191
epoch time: 11.8016891479s, input_fired_time: 0.0994128510, output_fired_time: 0.0000000000, propagate_forward_time: 11.4131183624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2891578674
validation[          , genome  7119] predictions:    9734/  10000 (97.34%), best:    9749/10000 (97.49%), error:       909.76117, best error:       846.02374 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 148.0516510010s, input_fired_time: 1.8081040382, output_fired_time: 0.6150153875, propagate_forward_time: 53.1735992432, propagate_backward_time: 90.8629074097, weight_update_time: 0.0768529251, other_time: 1.5920181274
epoch time: 11.7278308868s, input_fired_time: 0.0967870057, output_fired_time: 0.0000000000, propagate_forward_time: 11.3442087173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2868347168
validation[          , genome  7119] predictions:    9739/  10000 (97.39%), best:    9749/10000 (97.49%), error:       869.43164, best error:       846.02374 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 144.2156066895s, input_fired_time: 1.8145251274, output_fired_time: 0.6234385371, propagate_forward_time: 61.4606437683, propagate_backward_time: 73.7099685669, weight_update_time: 0.0768097416, other_time: 6.6070175171
epoch time: 10.5958147049s, input_fired_time: 0.0936440229, output_fired_time: 0.0000000000, propagate_forward_time: 10.2269525528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752180099
validation[          , genome  7119] predictions:    9730/  10000 (97.30%), best:    9749/10000 (97.49%), error:       930.06171, best error:       846.02374 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 147.0111846924s, input_fired_time: 1.8053333759, output_fired_time: 1.6157319546, propagate_forward_time: 63.3017768860, propagate_backward_time: 76.7124404907, weight_update_time: 0.0752814040, other_time: 3.5759048462
epoch time: 11.7602691650s, input_fired_time: 0.0982145965, output_fired_time: 0.0000000000, propagate_forward_time: 11.3740139008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880411148
validation[          , genome  7119] predictions:    9693/  10000 (96.93%), best:    9749/10000 (97.49%), error:       945.72888, best error:       846.02374 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 148.3368682861s, input_fired_time: 2.8177738190, output_fired_time: 0.6122215390, propagate_forward_time: 59.1741905212, propagate_backward_time: 82.1356735229, weight_update_time: 0.0764036104, other_time: 3.5969924927
epoch time: 11.7832946777s, input_fired_time: 0.0998866409, output_fired_time: 0.0000000000, propagate_forward_time: 11.3808078766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025999069
validation[          , genome  7119] predictions:    9700/  10000 (97.00%), best:    9749/10000 (97.49%), error:       990.02551, best error:       846.02374 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 150.6503448486s, input_fired_time: 2.8187494278, output_fired_time: 2.6237924099, propagate_forward_time: 54.4044532776, propagate_backward_time: 89.2092132568, weight_update_time: 0.0762935951, other_time: 1.5941314697
epoch time: 10.5019273758s, input_fired_time: 0.0951252729, output_fired_time: 0.0000000000, propagate_forward_time: 10.1322698593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745323181
validation[          , genome  7119] predictions:    9723/  10000 (97.23%), best:    9749/10000 (97.49%), error:       930.90533, best error:       846.02374 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 147.6711273193s, input_fired_time: 2.8143165112, output_fired_time: 0.6156390309, propagate_forward_time: 55.2937316895, propagate_backward_time: 85.3506927490, weight_update_time: 0.0754420832, other_time: 3.5967407227
epoch time: 12.6273012161s, input_fired_time: 0.0952445865, output_fired_time: 0.0000000000, propagate_forward_time: 12.2530117035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790451050
validation[          , genome  7119] predictions:    9743/  10000 (97.43%), best:    9749/10000 (97.49%), error:       884.15887, best error:       846.02374 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 148.3618774414s, input_fired_time: 4.8239192963, output_fired_time: 0.6149868369, propagate_forward_time: 58.2442169189, propagate_backward_time: 81.0963668823, weight_update_time: 0.0756246075, other_time: 3.5823898315
epoch time: 11.6097440720s, input_fired_time: 0.0976010263, output_fired_time: 0.0000000000, propagate_forward_time: 10.2253484726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2867946625
validation[          , genome  7119] predictions:    9701/  10000 (97.01%), best:    9749/10000 (97.49%), error:      1033.46277, best error:       846.02374 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 147.6996154785s, input_fired_time: 0.8115621209, output_fired_time: 1.6197328568, propagate_forward_time: 48.3569869995, propagate_backward_time: 94.3196945190, weight_update_time: 0.0765049607, other_time: 2.5916290283
epoch time: 9.6052904129s, input_fired_time: 1.0984029770, output_fired_time: 0.0000000000, propagate_forward_time: 8.2284278870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2784595490
validation[          , genome  7119] predictions:    9744/  10000 (97.44%), best:    9749/10000 (97.49%), error:       859.72144, best error:       846.02374 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 150.1353912354s, input_fired_time: 0.8112805486, output_fired_time: 3.6275982857, propagate_forward_time: 50.5205078125, propagate_backward_time: 93.5780258179, weight_update_time: 0.0769450665, other_time: 1.5979843140
epoch time: 11.6828031540s, input_fired_time: 0.0960531086, output_fired_time: 0.0000000000, propagate_forward_time: 11.3093042374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774457932
validation[          , genome  7119] predictions:    9744/  10000 (97.44%), best:    9749/10000 (97.49%), error:       884.85004, best error:       846.02374 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 150.1365051270s, input_fired_time: 1.8207396269, output_fired_time: 2.5308341980, propagate_forward_time: 50.5615196228, propagate_backward_time: 91.5958709717, weight_update_time: 2.0856304169, other_time: 3.6275329590
epoch time: 10.6423206329s, input_fired_time: 0.0951641202, output_fired_time: 0.0000000000, propagate_forward_time: 10.2676658630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2794904709
validation[          , genome  7119] predictions:    9724/  10000 (97.24%), best:    9749/10000 (97.49%), error:       891.01355, best error:       846.02374 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 150.0152130127s, input_fired_time: 1.8202047348, output_fired_time: 0.6245353222, propagate_forward_time: 56.6844520569, propagate_backward_time: 87.2717895508, weight_update_time: 0.0774913207, other_time: 3.6142272949
epoch time: 12.7105722427s, input_fired_time: 2.1036422253, output_fired_time: 0.0000000000, propagate_forward_time: 10.3261651993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2807645798
validation[          , genome  7119] predictions:    9705/  10000 (97.05%), best:    9749/10000 (97.49%), error:      1022.96362, best error:       846.02374 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 160.8416442871s, input_fired_time: 3.9213292599, output_fired_time: 0.6190551519, propagate_forward_time: 51.7381668091, propagate_backward_time: 100.9031448364, weight_update_time: 0.0773635879, other_time: 3.6599578857
epoch time: 11.5567865372s, input_fired_time: 0.0938736573, output_fired_time: 0.0000000000, propagate_forward_time: 11.1880102158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2749023438
validation[          , genome  7119] predictions:    9717/  10000 (97.17%), best:    9749/10000 (97.49%), error:       969.08179, best error:       846.02374 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 147.6567077637s, input_fired_time: 2.8124096394, output_fired_time: 1.6161899567, propagate_forward_time: 53.2917213440, propagate_backward_time: 84.3440704346, weight_update_time: 0.0760527328, other_time: 5.5923156738
epoch time: 11.6021909714s, input_fired_time: 0.0957888886, output_fired_time: 0.0000000000, propagate_forward_time: 11.2289428711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774591446
validation[          , genome  7119] predictions:    9725/  10000 (97.25%), best:    9749/10000 (97.49%), error:       943.32489, best error:       846.02374 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 146.9759826660s, input_fired_time: 0.8096571565, output_fired_time: 2.6154322624, propagate_forward_time: 59.3129920959, propagate_backward_time: 80.6540374756, weight_update_time: 0.0761233643, other_time: 3.5838623047
epoch time: 10.5933036804s, input_fired_time: 0.0959553197, output_fired_time: 0.0000000000, propagate_forward_time: 10.2205190659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768297195
validation[          , genome  7119] predictions:    9715/  10000 (97.15%), best:    9749/10000 (97.49%), error:       952.89709, best error:       846.02374 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 147.7440032959s, input_fired_time: 2.8130767345, output_fired_time: 0.6070007086, propagate_forward_time: 48.1375083923, propagate_backward_time: 93.6038818359, weight_update_time: 0.0758812204, other_time: 2.5825347900
epoch time: 12.6790533066s, input_fired_time: 0.0969974250, output_fired_time: 0.0000000000, propagate_forward_time: 12.3043804169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776756287
validation[          , genome  7119] predictions:    9719/  10000 (97.19%), best:    9749/10000 (97.49%), error:       918.81421, best error:       846.02374 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 145.6823577881s, input_fired_time: 1.8099287748, output_fired_time: 1.6124100685, propagate_forward_time: 58.3003196716, propagate_backward_time: 80.4790649414, weight_update_time: 0.0754174069, other_time: 3.4806365967
epoch time: 11.5887680054s, input_fired_time: 0.0958514065, output_fired_time: 0.0000000000, propagate_forward_time: 11.2193164825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736005783
validation[          , genome  7119] predictions:    9710/  10000 (97.10%), best:    9749/10000 (97.49%), error:       994.47095, best error:       846.02374 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 147.9565887451s, input_fired_time: 4.8221139908, output_fired_time: 0.6185778975, propagate_forward_time: 53.3465194702, propagate_backward_time: 81.5575180054, weight_update_time: 0.0763812661, other_time: 7.6118621826
epoch time: 11.5520935059s, input_fired_time: 0.0967568606, output_fired_time: 0.0000000000, propagate_forward_time: 9.2674798965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1878566742
validation[          , genome  7119] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       855.63434, best error:       846.02374 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 145.1962127686s, input_fired_time: 4.8380713463, output_fired_time: 0.6213705540, propagate_forward_time: 48.4440917969, propagate_backward_time: 88.6981277466, weight_update_time: 0.0768459216, other_time: 2.5945510864
epoch time: 10.6450300217s, input_fired_time: 1.1004986763, output_fired_time: 0.0000000000, propagate_forward_time: 9.2672691345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2772617340
validation[          , genome  7119] predictions:    9733/  10000 (97.33%), best:    9749/10000 (97.49%), error:       899.24835, best error:       846.02374 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 149.5794525146s, input_fired_time: 1.8236029148, output_fired_time: 2.6299090385, propagate_forward_time: 53.5640983582, propagate_backward_time: 88.0408401489, weight_update_time: 0.0776354447, other_time: 3.5209884644
epoch time: 11.7558183670s, input_fired_time: 0.1042778939, output_fired_time: 0.0000000000, propagate_forward_time: 9.3626871109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2888536453
validation[          , genome  7119] predictions:    9712/  10000 (97.12%), best:    9749/10000 (97.49%), error:       999.62579, best error:       846.02374 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 148.1739654541s, input_fired_time: 1.8237009048, output_fired_time: 2.6306333542, propagate_forward_time: 52.4247398376, propagate_backward_time: 87.6835174561, weight_update_time: 0.0770601854, other_time: 3.6113739014
epoch time: 11.5713338852s, input_fired_time: 0.0956760123, output_fired_time: 0.0000000000, propagate_forward_time: 10.1977510452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2779064178
validation[          , genome  7119] predictions:    9744/  10000 (97.44%), best:    9749/10000 (97.49%), error:       880.91534, best error:       846.02374 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 147.8367919922s, input_fired_time: 0.8150022030, output_fired_time: 1.6146358252, propagate_forward_time: 46.2671165466, propagate_backward_time: 95.5419464111, weight_update_time: 0.0764517710, other_time: 3.5980834961
epoch time: 10.6647081375s, input_fired_time: 0.0974390954, output_fired_time: 0.0000000000, propagate_forward_time: 7.2819809914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2852883339
validation[          , genome  7119] predictions:    9731/  10000 (97.31%), best:    9749/10000 (97.49%), error:       944.00592, best error:       846.02374 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 149.2373962402s, input_fired_time: 0.8140093684, output_fired_time: 0.6110576987, propagate_forward_time: 52.3562965393, propagate_backward_time: 93.8530807495, weight_update_time: 0.0764232725, other_time: 1.6029586792
epoch time: 10.4820613861s, input_fired_time: 0.0959136188, output_fired_time: 0.0000000000, propagate_forward_time: 10.1101198196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760276794
validation[          , genome  7119] predictions:    9737/  10000 (97.37%), best:    9749/10000 (97.49%), error:       889.59619, best error:       846.02374 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 147.1310729980s, input_fired_time: 1.8212456703, output_fired_time: 0.6170320511, propagate_forward_time: 52.4412765503, propagate_backward_time: 88.6419219971, weight_update_time: 0.0763734654, other_time: 3.6095962524
epoch time: 11.5976161957s, input_fired_time: 0.0959938243, output_fired_time: 0.0000000000, propagate_forward_time: 11.2281246185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734975815
validation[          , genome  7119] predictions:    9747/  10000 (97.47%), best:    9749/10000 (97.49%), error:       859.64935, best error:       846.02374 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 148.0870819092s, input_fired_time: 0.8197852373, output_fired_time: 2.6349909306, propagate_forward_time: 56.3287544250, propagate_backward_time: 86.7245254517, weight_update_time: 0.0758174211, other_time: 1.5790328979
epoch time: 11.5639276505s, input_fired_time: 0.0961567089, output_fired_time: 0.0000000000, propagate_forward_time: 11.1934490204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743215561
validation[          , genome  7119] predictions:    9712/  10000 (97.12%), best:    9749/10000 (97.49%), error:       968.27576, best error:       846.02374 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 148.1694183350s, input_fired_time: 0.8165404201, output_fired_time: 2.6184742451, propagate_forward_time: 44.4225502014, propagate_backward_time: 92.7868652344, weight_update_time: 0.0766765699, other_time: 7.5249938965
epoch time: 12.6531600952s, input_fired_time: 0.0974795222, output_fired_time: 0.0000000000, propagate_forward_time: 12.2753152847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2803649902
validation[          , genome  7119] predictions:    9724/  10000 (97.24%), best:    9749/10000 (97.49%), error:       965.14612, best error:       846.02374 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 148.3703308105s, input_fired_time: 0.8411784768, output_fired_time: 0.6137804985, propagate_forward_time: 53.4072799683, propagate_backward_time: 89.9121398926, weight_update_time: 0.0761634707, other_time: 3.5959548950
epoch time: 11.7837009430s, input_fired_time: 0.1001862511, output_fired_time: 0.0000000000, propagate_forward_time: 11.3945236206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889909744
validation[          , genome  7119] predictions:    9739/  10000 (97.39%), best:    9749/10000 (97.49%), error:       897.03284, best error:       846.02374 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 147.0628051758s, input_fired_time: 4.8345084190, output_fired_time: 2.6339089870, propagate_forward_time: 57.4636611938, propagate_backward_time: 79.5351638794, weight_update_time: 0.0759446099, other_time: 2.5955657959
epoch time: 12.7032985687s, input_fired_time: 0.0993253589, output_fired_time: 0.0000000000, propagate_forward_time: 12.3153610229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886123657
validation[          , genome  7119] predictions:    9709/  10000 (97.09%), best:    9749/10000 (97.49%), error:       943.81549, best error:       846.02374 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 145.7752685547s, input_fired_time: 0.8167259097, output_fired_time: 5.6271419525, propagate_forward_time: 56.3978309631, propagate_backward_time: 81.3590545654, weight_update_time: 0.0754250512, other_time: 1.5745239258
epoch time: 11.4958515167s, input_fired_time: 0.0971536338, output_fired_time: 0.0000000000, propagate_forward_time: 11.1236391068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2750587463
validation[          , genome  7119] predictions:    9688/  10000 (96.88%), best:    9749/10000 (97.49%), error:      1050.24426, best error:       846.02374 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 147.8002471924s, input_fired_time: 0.8139029741, output_fired_time: 0.6116314530, propagate_forward_time: 57.2760276794, propagate_backward_time: 84.4867248535, weight_update_time: 0.0767104104, other_time: 4.6119537354
epoch time: 11.6546306610s, input_fired_time: 0.0978502482, output_fired_time: 0.0000000000, propagate_forward_time: 11.2738771439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2829036713
validation[          , genome  7119] predictions:    9689/  10000 (96.89%), best:    9749/10000 (97.49%), error:      1081.16345, best error:       846.02374 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 148.1542205811s, input_fired_time: 0.8164399862, output_fired_time: 0.6186540723, propagate_forward_time: 45.3041343689, propagate_backward_time: 95.7965316772, weight_update_time: 0.0764049813, other_time: 5.6184616089
epoch time: 11.7215881348s, input_fired_time: 0.0991322026, output_fired_time: 0.0000000000, propagate_forward_time: 11.3346757889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877798080
validation[          , genome  7119] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       893.49591, best error:       846.02374 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 150.8408508301s, input_fired_time: 2.8306663036, output_fired_time: 0.6239998341, propagate_forward_time: 55.8613395691, propagate_backward_time: 84.8952026367, weight_update_time: 0.0764553100, other_time: 6.6296386719
epoch time: 10.7041463852s, input_fired_time: 0.0986197367, output_fired_time: 0.0000000000, propagate_forward_time: 10.3194599152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2860670090
validation[          , genome  7119] predictions:    9742/  10000 (97.42%), best:    9749/10000 (97.49%), error:       899.08691, best error:       846.02374 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 157.6535491943s, input_fired_time: 0.8777833581, output_fired_time: 0.6669618487, propagate_forward_time: 51.7474212646, propagate_backward_time: 101.6043853760, weight_update_time: 0.0821706951, other_time: 2.7570037842
epoch time: 14.3273525238s, input_fired_time: 0.1155824289, output_fired_time: 0.0000000000, propagate_forward_time: 13.8677406311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440294266
validation[          , genome  7119] predictions:    9729/  10000 (97.29%), best:    9749/10000 (97.49%), error:       937.82208, best error:       846.02374 on epoch:    67, 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: 69.6162033081s, input_fired_time: 2.6833553314, output_fired_time: 0.0000000000, propagate_forward_time: 62.0600433350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.8728027344
best training[          , genome  7119] predictions:   49384/  50000 (98.77%), best:    9749/10000 (97.49%), error:      2288.87280, best error:       846.02374 on epoch:    67, 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: 12.0625839233s, input_fired_time: 0.1141073406, output_fired_time: 0.0000000000, propagate_forward_time: 11.5968294144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516473770
   testing[          , genome  7119] predictions:    9769/  10000 (97.69%), best:    9749/10000 (97.49%), error:       739.12469, best error:       846.02374 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:16:01 (10612): called boinc_finish(0)

</stderr_txt>
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