Nameexact_genome_1512568488_42_7050_0
Workunit2606447
Created7 Dec 2017, 23:25:01 UTC
Sent7 Dec 2017, 23:32:47 UTC
Report deadline16 Dec 2017, 22:32:15 UTC
Received8 Dec 2017, 9:17:53 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 37 min 25 sec
CPU time2 hours 37 min 22 sec
Validate stateValid
Credit2,239.49
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size154.30 MB
Peak swap size155.43 MB
Peak disk usage1.41 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
arning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 86.6738586426s, input_fired_time: 1.2557814121, output_fired_time: 0.7992120385, propagate_forward_time: 34.6895637512, propagate_backward_time: 47.6258888245, weight_update_time: 0.0969896764, other_time: 2.3034133911
epoch time: 7.4175729752s, input_fired_time: 0.1364346147, output_fired_time: 0.0000000000, propagate_forward_time: 6.8934650421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876733780
validation[          , genome  7050] predictions:    9700/  10000 (97.00%), best:    9714/10000 (97.14%), error:      1015.20355, best error:       882.48596 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 85.9798126221s, input_fired_time: 1.2590793371, output_fired_time: 0.7918276191, propagate_forward_time: 34.3953781128, propagate_backward_time: 47.2588157654, weight_update_time: 0.0909911543, other_time: 2.2747154236
epoch time: 7.2679700851s, input_fired_time: 0.1271125227, output_fired_time: 0.0000000000, propagate_forward_time: 6.7620635033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787941933
validation[          , genome  7050] predictions:    9736/  10000 (97.36%), best:    9714/10000 (97.14%), error:       884.66602, best error:       882.48596 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 85.9671173096s, input_fired_time: 1.2435243130, output_fired_time: 0.7893301249, propagate_forward_time: 34.3868026733, propagate_backward_time: 47.3782081604, weight_update_time: 0.0904926360, other_time: 2.1692543030
epoch time: 7.7508416176s, input_fired_time: 0.1326603293, output_fired_time: 0.0000000000, propagate_forward_time: 7.2327785492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854026794
validation[          , genome  7050] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       844.16809, best error:       844.16809 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 85.4578857422s, input_fired_time: 1.2404278517, output_fired_time: 0.7849478722, propagate_forward_time: 34.1922378540, propagate_backward_time: 47.0837326050, weight_update_time: 0.0906032026, other_time: 2.1565399170
epoch time: 7.1604790688s, input_fired_time: 0.1275572330, output_fired_time: 0.0000000000, propagate_forward_time: 6.6699943542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629274368
validation[          , genome  7050] predictions:    9728/  10000 (97.28%), best:    9735/10000 (97.35%), error:       868.48938, best error:       844.16809 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 83.8437347412s, input_fired_time: 1.2261654139, output_fired_time: 0.7720933557, propagate_forward_time: 33.4862747192, propagate_backward_time: 46.2614822388, weight_update_time: 0.0890118778, other_time: 2.0977172852
epoch time: 7.1543402672s, input_fired_time: 0.1260564625, output_fired_time: 0.0000000000, propagate_forward_time: 6.6683535576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599300385
validation[          , genome  7050] predictions:    9703/  10000 (97.03%), best:    9735/10000 (97.35%), error:       942.11023, best error:       844.16809 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 84.0198135376s, input_fired_time: 1.2318056822, output_fired_time: 0.7733916044, propagate_forward_time: 33.5692825317, propagate_backward_time: 46.3272895813, weight_update_time: 0.0892488509, other_time: 2.1180458069
epoch time: 7.1693277359s, input_fired_time: 0.1317843050, output_fired_time: 0.0000000000, propagate_forward_time: 6.6728987694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646445274
validation[          , genome  7050] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       828.59711, best error:       828.59711 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 84.4180603027s, input_fired_time: 1.2278888226, output_fired_time: 0.7785164714, propagate_forward_time: 33.7986946106, propagate_backward_time: 46.5006256104, weight_update_time: 0.0894063935, other_time: 2.1123313904
epoch time: 7.1621851921s, input_fired_time: 0.1311954111, output_fired_time: 0.0000000000, propagate_forward_time: 6.6688899994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620996475
validation[          , genome  7050] predictions:    9578/  10000 (95.78%), best:    9742/10000 (97.42%), error:      1366.10828, best error:       828.59711 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 84.2302932739s, input_fired_time: 1.2411438227, output_fired_time: 0.7771458030, propagate_forward_time: 33.6246795654, propagate_backward_time: 46.3942794800, weight_update_time: 0.0892185569, other_time: 2.1930465698
epoch time: 7.5756196976s, input_fired_time: 0.1320924908, output_fired_time: 0.0000000000, propagate_forward_time: 7.0390262604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045009613
validation[          , genome  7050] predictions:    9693/  10000 (96.93%), best:    9742/10000 (97.42%), error:       992.47034, best error:       828.59711 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 86.9501571655s, input_fired_time: 1.2609066963, output_fired_time: 0.8008517623, propagate_forward_time: 34.7543182373, propagate_backward_time: 47.8321380615, weight_update_time: 0.0980948880, other_time: 2.3019409180
epoch time: 7.1815428734s, input_fired_time: 0.1244064420, output_fired_time: 0.0000000000, propagate_forward_time: 6.6755218506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816146851
validation[          , genome  7050] predictions:    9693/  10000 (96.93%), best:    9742/10000 (97.42%), error:       940.66650, best error:       828.59711 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 84.4570693970s, input_fired_time: 1.2301474810, output_fired_time: 0.7756497860, propagate_forward_time: 33.7582817078, propagate_backward_time: 46.5602607727, weight_update_time: 0.0884022489, other_time: 2.1327285767
epoch time: 7.5949759483s, input_fired_time: 0.1324944049, output_fired_time: 0.0000000000, propagate_forward_time: 7.0863714218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761100769
validation[          , genome  7050] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       823.62683, best error:       823.62683 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 87.7828598022s, input_fired_time: 1.2572802305, output_fired_time: 0.8010383844, propagate_forward_time: 35.1859588623, propagate_backward_time: 48.3745956421, weight_update_time: 0.0918474644, other_time: 2.1639862061
epoch time: 7.1684608459s, input_fired_time: 0.1288938820, output_fired_time: 0.0000000000, propagate_forward_time: 6.6757655144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638014793
validation[          , genome  7050] predictions:    9749/  10000 (97.49%), best:    9735/10000 (97.35%), error:       857.37244, best error:       823.62683 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 83.8433074951s, input_fired_time: 1.2203091383, output_fired_time: 0.7707374096, propagate_forward_time: 33.5168800354, propagate_backward_time: 46.2744407654, weight_update_time: 0.0877540484, other_time: 2.0609436035
epoch time: 7.1570572853s, input_fired_time: 0.1266305149, output_fired_time: 0.0000000000, propagate_forward_time: 6.6683049202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621220589
validation[          , genome  7050] predictions:    9707/  10000 (97.07%), best:    9735/10000 (97.35%), error:       914.88867, best error:       823.62683 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 83.9368591309s, input_fired_time: 1.2213814259, output_fired_time: 0.7741511464, propagate_forward_time: 33.5126266479, propagate_backward_time: 46.3691062927, weight_update_time: 0.0875075385, other_time: 2.0595893860
epoch time: 7.1562275887s, input_fired_time: 0.1278897077, output_fired_time: 0.0000000000, propagate_forward_time: 6.6675977707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607401848
validation[          , genome  7050] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       807.33374, best error:       807.33374 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 83.5755462646s, input_fired_time: 1.2125095129, output_fired_time: 0.7674759030, propagate_forward_time: 33.4034309387, propagate_backward_time: 46.1360359192, weight_update_time: 0.0873816386, other_time: 2.0560913086
epoch time: 7.1590919495s, input_fired_time: 0.1253620982, output_fired_time: 0.0000000000, propagate_forward_time: 6.6669373512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667926788
validation[          , genome  7050] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       768.72125, best error:       768.72125 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 83.9077529907s, input_fired_time: 1.2153621912, output_fired_time: 0.7733817697, propagate_forward_time: 33.5384368896, propagate_backward_time: 46.2577972412, weight_update_time: 0.0884748548, other_time: 2.1227722168
epoch time: 7.1672549248s, input_fired_time: 0.1253324300, output_fired_time: 0.0000000000, propagate_forward_time: 6.6719112396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700113297
validation[          , genome  7050] predictions:    9725/  10000 (97.25%), best:    9770/10000 (97.70%), error:       859.39716, best error:       768.72125 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 84.7853698730s, input_fired_time: 1.2307507992, output_fired_time: 0.7753781676, propagate_forward_time: 33.9467086792, propagate_backward_time: 46.7344360352, weight_update_time: 0.0913268626, other_time: 2.0980987549
epoch time: 7.1529741287s, input_fired_time: 0.1281309277, output_fired_time: 0.0000000000, propagate_forward_time: 6.6695952415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552479744
validation[          , genome  7050] predictions:    9707/  10000 (97.07%), best:    9770/10000 (97.70%), error:       949.09442, best error:       768.72125 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 84.0787658691s, input_fired_time: 1.2298122644, output_fired_time: 0.7692006230, propagate_forward_time: 33.6524467468, propagate_backward_time: 46.3719291687, weight_update_time: 0.0909144357, other_time: 2.0553741455
epoch time: 7.1535224915s, input_fired_time: 0.1276842207, output_fired_time: 0.0000000000, propagate_forward_time: 6.6684842110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573541641
validation[          , genome  7050] predictions:    9690/  10000 (96.90%), best:    9770/10000 (97.70%), error:      1017.91815, best error:       768.72125 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 86.2545089722s, input_fired_time: 1.2376679182, output_fired_time: 0.7855468988, propagate_forward_time: 34.5530662537, propagate_backward_time: 47.5982475281, weight_update_time: 0.0925367326, other_time: 2.0799789429
epoch time: 7.6370038986s, input_fired_time: 0.1365372688, output_fired_time: 0.0000000000, propagate_forward_time: 7.1283793449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720874786
validation[          , genome  7050] predictions:    9711/  10000 (97.11%), best:    9770/10000 (97.70%), error:       926.30798, best error:       768.72125 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 84.4029083252s, input_fired_time: 1.2131396532, output_fired_time: 0.7703822851, propagate_forward_time: 33.7768821716, propagate_backward_time: 46.6045227051, weight_update_time: 0.0911822766, other_time: 2.0379753113
epoch time: 7.1422877312s, input_fired_time: 0.1291302145, output_fired_time: 0.0000000000, propagate_forward_time: 6.6630277634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501296043
validation[          , genome  7050] predictions:    9725/  10000 (97.25%), best:    9770/10000 (97.70%), error:       874.84637, best error:       768.72125 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 83.4681015015s, input_fired_time: 1.2136359215, output_fired_time: 0.7617828846, propagate_forward_time: 33.3745956421, propagate_backward_time: 46.1133499146, weight_update_time: 0.0902722329, other_time: 2.0047378540
epoch time: 7.1471509933s, input_fired_time: 0.1292039156, output_fired_time: 0.0000000000, propagate_forward_time: 6.6646790504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532681465
validation[          , genome  7050] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       895.44800, best error:       768.72125 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 85.6807174683s, input_fired_time: 1.2401392460, output_fired_time: 0.7808201313, propagate_forward_time: 34.3150329590, propagate_backward_time: 47.2598381042, weight_update_time: 0.0915684849, other_time: 2.0848808289
epoch time: 7.1587882042s, input_fired_time: 0.1296100020, output_fired_time: 0.0000000000, propagate_forward_time: 6.6683268547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608512878
validation[          , genome  7050] predictions:    9697/  10000 (96.97%), best:    9770/10000 (97.70%), error:      1040.29346, best error:       768.72125 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 87.0055389404s, input_fired_time: 1.2527388334, output_fired_time: 0.7943055630, propagate_forward_time: 34.8515434265, propagate_backward_time: 47.9933319092, weight_update_time: 0.0931103155, other_time: 2.1136207581
epoch time: 9.1653146744s, input_fired_time: 0.1508939117, output_fired_time: 0.0000000000, propagate_forward_time: 8.5906982422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237222672
validation[          , genome  7050] predictions:    9718/  10000 (97.18%), best:    9770/10000 (97.70%), error:       918.48694, best error:       768.72125 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 83.9058380127s, input_fired_time: 1.2199255228, output_fired_time: 0.7698931694, propagate_forward_time: 33.5363693237, propagate_backward_time: 46.3351936340, weight_update_time: 0.0903311744, other_time: 2.0444602966
epoch time: 7.1969799995s, input_fired_time: 0.1271935105, output_fired_time: 0.0000000000, propagate_forward_time: 6.7109518051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588347435
validation[          , genome  7050] predictions:    9729/  10000 (97.29%), best:    9770/10000 (97.70%), error:       877.69690, best error:       768.72125 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 88.1583709717s, input_fired_time: 1.2624815702, output_fired_time: 0.8010779619, propagate_forward_time: 35.3438758850, propagate_backward_time: 48.6171836853, weight_update_time: 0.0935384929, other_time: 2.1337509155
epoch time: 7.3445730209s, input_fired_time: 0.1328227669, output_fired_time: 0.0000000000, propagate_forward_time: 6.8442606926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674893379
validation[          , genome  7050] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       844.37061, best error:       768.72125 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 88.4077072144s, input_fired_time: 1.2604115009, output_fired_time: 0.8036692142, propagate_forward_time: 35.4336853027, propagate_backward_time: 48.7704963684, weight_update_time: 0.0940473601, other_time: 2.1394386292
epoch time: 7.7641744614s, input_fired_time: 0.1337974817, output_fired_time: 0.0000000000, propagate_forward_time: 7.2524695396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779072762
validation[          , genome  7050] predictions:    9752/  10000 (97.52%), best:    9770/10000 (97.70%), error:       803.89410, best error:       768.72125 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 90.7641220093s, input_fired_time: 1.2849960327, output_fired_time: 0.8193801641, propagate_forward_time: 36.4534568787, propagate_backward_time: 50.0428085327, weight_update_time: 0.0960252956, other_time: 2.1634788513
epoch time: 7.1758456230s, input_fired_time: 0.1265123487, output_fired_time: 0.0000000000, propagate_forward_time: 6.6886672974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606657982
validation[          , genome  7050] predictions:    9703/  10000 (97.03%), best:    9770/10000 (97.70%), error:       914.17780, best error:       768.72125 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 84.9356307983s, input_fired_time: 1.2540928125, output_fired_time: 0.7910409570, propagate_forward_time: 33.8902130127, propagate_backward_time: 46.8560295105, weight_update_time: 0.0904781893, other_time: 2.1442604065
epoch time: 7.1697745323s, input_fired_time: 0.1252059788, output_fired_time: 0.0000000000, propagate_forward_time: 6.6802024841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643660545
validation[          , genome  7050] predictions:    9687/  10000 (96.87%), best:    9770/10000 (97.70%), error:       968.47644, best error:       768.72125 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 97.2105026245s, input_fired_time: 1.3457062244, output_fired_time: 0.8644440174, propagate_forward_time: 39.1553764343, propagate_backward_time: 53.4651374817, weight_update_time: 0.1014532223, other_time: 2.3798446655
epoch time: 8.3965473175s, input_fired_time: 0.1493179053, output_fired_time: 0.0000000000, propagate_forward_time: 7.8284573555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187722206
validation[          , genome  7050] predictions:    9720/  10000 (97.20%), best:    9770/10000 (97.70%), error:       881.15118, best error:       768.72125 on epoch:    27, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 91.2865371704s, input_fired_time: 1.2883847952, output_fired_time: 0.8221920133, propagate_forward_time: 36.6551856995, propagate_backward_time: 50.2939529419, weight_update_time: 0.0960340202, other_time: 2.2268257141
epoch time: 7.3911762238s, input_fired_time: 0.1348825544, output_fired_time: 0.0000000000, propagate_forward_time: 6.8879809380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683128357
validation[          , genome  7050] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       856.15070, best error:       768.72125 on epoch:    27, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 89.7581558228s, input_fired_time: 1.2776311636, output_fired_time: 0.8124221563, propagate_forward_time: 36.0134925842, propagate_backward_time: 49.4650802612, weight_update_time: 0.0947453454, other_time: 2.1895256042
epoch time: 7.1717863083s, input_fired_time: 0.1289176941, output_fired_time: 0.0000000000, propagate_forward_time: 6.6843872070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584814072
validation[          , genome  7050] predictions:    9252/  10000 (92.52%), best:    9770/10000 (97.70%), error:      2612.57129, best error:       768.72125 on epoch:    27, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

resetting weights to those on epoch: 27
epoch time: 85.1216278076s, input_fired_time: 1.2191531658, output_fired_time: 0.7756252885, propagate_forward_time: 34.0745582581, propagate_backward_time: 46.9691505432, weight_update_time: 0.0917334184, other_time: 2.0831375122
epoch time: 7.2416243553s, input_fired_time: 0.1265574247, output_fired_time: 0.0000000000, propagate_forward_time: 6.7534766197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615903854
validation[          , genome  7050] predictions:    9745/  10000 (97.45%), best:    9770/10000 (97.70%), error:       810.34723, best error:       768.72125 on epoch:    27, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 83.3752517700s, input_fired_time: 1.2074153423, output_fired_time: 0.7615334988, propagate_forward_time: 33.3600959778, propagate_backward_time: 46.0480690002, weight_update_time: 0.0898802280, other_time: 1.9981384277
epoch time: 7.1489052773s, input_fired_time: 0.1279944628, output_fired_time: 0.0000000000, propagate_forward_time: 6.6685791016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523316383
validation[          , genome  7050] predictions:    9735/  10000 (97.35%), best:    9770/10000 (97.70%), error:       863.53571, best error:       768.72125 on epoch:    27, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 85.0265884399s, input_fired_time: 1.2203824520, output_fired_time: 0.7734870911, propagate_forward_time: 34.0615768433, propagate_backward_time: 46.9405975342, weight_update_time: 0.0913546979, other_time: 2.0305404663
epoch time: 7.1487565041s, input_fired_time: 0.1246318072, output_fired_time: 0.0000000000, propagate_forward_time: 6.6712112427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529133797
validation[          , genome  7050] predictions:    9760/  10000 (97.60%), best:    9770/10000 (97.70%), error:       777.54559, best error:       768.72125 on epoch:    27, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 83.4348831177s, input_fired_time: 1.2074608803, output_fired_time: 0.7620316744, propagate_forward_time: 33.3850288391, propagate_backward_time: 46.0838241577, weight_update_time: 0.0899714157, other_time: 1.9965400696
epoch time: 7.1524624825s, input_fired_time: 0.1252578348, output_fired_time: 0.0000000000, propagate_forward_time: 6.6726932526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545112610
validation[          , genome  7050] predictions:    9739/  10000 (97.39%), best:    9770/10000 (97.70%), error:       841.88434, best error:       768.72125 on epoch:    27, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.0014343262s, input_fired_time: 1.2403484583, output_fired_time: 0.7835510373, propagate_forward_time: 34.4427795410, propagate_backward_time: 47.4166488647, weight_update_time: 0.0923059136, other_time: 2.1181030273
epoch time: 7.1608290672s, input_fired_time: 0.1314915270, output_fired_time: 0.0000000000, propagate_forward_time: 6.6675624847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617749214
validation[          , genome  7050] predictions:    9700/  10000 (97.00%), best:    9770/10000 (97.70%), error:       924.59406, best error:       768.72125 on epoch:    27, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 84.8975067139s, input_fired_time: 1.2201783657, output_fired_time: 0.7753398418, propagate_forward_time: 33.9304962158, propagate_backward_time: 46.8847732544, weight_update_time: 0.0912630185, other_time: 2.0867233276
epoch time: 7.1752314568s, input_fired_time: 0.1292433441, output_fired_time: 0.0000000000, propagate_forward_time: 6.6878943443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580937386
validation[          , genome  7050] predictions:    9751/  10000 (97.51%), best:    9770/10000 (97.70%), error:       864.59033, best error:       768.72125 on epoch:    27, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 83.8247451782s, input_fired_time: 1.2119331360, output_fired_time: 0.7662320733, propagate_forward_time: 33.5052604675, propagate_backward_time: 46.2814903259, weight_update_time: 0.0893861502, other_time: 2.0598220825
epoch time: 7.3098101616s, input_fired_time: 0.1315568388, output_fired_time: 0.0000000000, propagate_forward_time: 6.8129296303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653235435
validation[          , genome  7050] predictions:    9697/  10000 (96.97%), best:    9770/10000 (97.70%), error:       938.32776, best error:       768.72125 on epoch:    27, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 84.0516128540s, input_fired_time: 1.2200448513, output_fired_time: 0.7673813105, propagate_forward_time: 33.6257019043, propagate_backward_time: 46.4206390381, weight_update_time: 0.0863499865, other_time: 2.0178451538
epoch time: 7.1629014015s, input_fired_time: 0.1331606209, output_fired_time: 0.0000000000, propagate_forward_time: 6.6731801033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565607071
validation[          , genome  7050] predictions:    9753/  10000 (97.53%), best:    9770/10000 (97.70%), error:       784.03711, best error:       768.72125 on epoch:    27, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 83.8435058594s, input_fired_time: 1.2131561041, output_fired_time: 0.7656694651, propagate_forward_time: 33.5480842590, propagate_backward_time: 46.3178443909, weight_update_time: 0.0859561563, other_time: 1.9987487793
epoch time: 7.1891098022s, input_fired_time: 0.1296130717, output_fired_time: 0.0000000000, propagate_forward_time: 6.7013287544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581681252
validation[          , genome  7050] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       765.21460, best error:       765.21460 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 83.7236251831s, input_fired_time: 1.2125571966, output_fired_time: 0.7642427683, propagate_forward_time: 33.4674758911, propagate_backward_time: 46.2908096313, weight_update_time: 0.0855851024, other_time: 1.9885406494
epoch time: 7.1498532295s, input_fired_time: 0.1264932901, output_fired_time: 0.0000000000, propagate_forward_time: 6.6692767143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540830612
validation[          , genome  7050] predictions:    9749/  10000 (97.49%), best:    9756/10000 (97.56%), error:       795.73059, best error:       765.21460 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 84.4811477661s, input_fired_time: 1.2243123055, output_fired_time: 0.7700829506, propagate_forward_time: 33.7909011841, propagate_backward_time: 46.6893272400, weight_update_time: 0.0864401162, other_time: 2.0065269470
epoch time: 7.1543126106s, input_fired_time: 0.1260008514, output_fired_time: 0.0000000000, propagate_forward_time: 6.6732931137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550186157
validation[          , genome  7050] predictions:    9746/  10000 (97.46%), best:    9756/10000 (97.56%), error:       812.40448, best error:       765.21460 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 84.0936584473s, input_fired_time: 1.2172459364, output_fired_time: 0.7674661875, propagate_forward_time: 33.6367454529, propagate_backward_time: 46.3971557617, weight_update_time: 0.0859881938, other_time: 2.0750465393
epoch time: 7.1702084541s, input_fired_time: 0.1269997656, output_fired_time: 0.0000000000, propagate_forward_time: 6.6693906784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738179207
validation[          , genome  7050] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       756.31866, best error:       756.31866 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 86.9408035278s, input_fired_time: 1.2496339083, output_fired_time: 0.7908239365, propagate_forward_time: 34.8160095215, propagate_backward_time: 47.9631423950, weight_update_time: 0.0896901861, other_time: 2.1211929321
epoch time: 7.1489934921s, input_fired_time: 0.1263636351, output_fired_time: 0.0000000000, propagate_forward_time: 6.6684417725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541879654
validation[          , genome  7050] predictions:    9724/  10000 (97.24%), best:    9764/10000 (97.64%), error:       830.88000, best error:       756.31866 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 85.5999374390s, input_fired_time: 1.2345670462, output_fired_time: 0.7787041068, propagate_forward_time: 34.2888908386, propagate_backward_time: 47.2081871033, weight_update_time: 0.0873076320, other_time: 2.0895919800
epoch time: 7.1435079575s, input_fired_time: 0.1242481321, output_fired_time: 0.0000000000, propagate_forward_time: 6.6677136421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515462875
validation[          , genome  7050] predictions:    9747/  10000 (97.47%), best:    9764/10000 (97.64%), error:       813.65216, best error:       756.31866 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 85.6309204102s, input_fired_time: 1.2330729961, output_fired_time: 0.7783638835, propagate_forward_time: 34.3243675232, propagate_backward_time: 47.2591209412, weight_update_time: 0.0877259374, other_time: 2.0359954834
epoch time: 7.1475462914s, input_fired_time: 0.1311613917, output_fired_time: 0.0000000000, propagate_forward_time: 6.6654806137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509044647
validation[          , genome  7050] predictions:    9706/  10000 (97.06%), best:    9764/10000 (97.64%), error:       982.18219, best error:       756.31866 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 84.0889358521s, input_fired_time: 1.2265163660, output_fired_time: 0.7673860192, propagate_forward_time: 33.6500053406, propagate_backward_time: 46.4498023987, weight_update_time: 0.0859092101, other_time: 1.9952239990
epoch time: 7.4650349617s, input_fired_time: 0.1316640824, output_fired_time: 0.0000000000, propagate_forward_time: 6.9687724113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645982742
validation[          , genome  7050] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       825.50073, best error:       756.31866 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 84.2020874023s, input_fired_time: 1.2253156900, output_fired_time: 0.7684321404, propagate_forward_time: 33.6708602905, propagate_backward_time: 46.5202369690, weight_update_time: 0.0871387646, other_time: 2.0172386169
epoch time: 7.1412973404s, input_fired_time: 0.1262293756, output_fired_time: 0.0000000000, propagate_forward_time: 6.6644268036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506412506
validation[          , genome  7050] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       709.08960, best error:       709.08960 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 85.2196121216s, input_fired_time: 1.2429616451, output_fired_time: 0.7787534595, propagate_forward_time: 34.0685348511, propagate_backward_time: 47.0618515015, weight_update_time: 0.0888779983, other_time: 2.0675125122
epoch time: 7.1596941948s, input_fired_time: 0.1267861873, output_fired_time: 0.0000000000, propagate_forward_time: 6.6758604050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570475578
validation[          , genome  7050] predictions:    9733/  10000 (97.33%), best:    9783/10000 (97.83%), error:       868.16199, best error:       709.08960 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 85.3230743408s, input_fired_time: 1.2411389351, output_fired_time: 0.7799953818, propagate_forward_time: 34.1594810486, propagate_backward_time: 47.0655822754, weight_update_time: 0.0871783867, other_time: 2.0768699646
epoch time: 7.1528239250s, input_fired_time: 0.1261753887, output_fired_time: 0.0000000000, propagate_forward_time: 6.6682410240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584074974
validation[          , genome  7050] predictions:    9751/  10000 (97.51%), best:    9783/10000 (97.83%), error:       895.99561, best error:       709.08960 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 86.1602096558s, input_fired_time: 1.2424283028, output_fired_time: 0.7841385603, propagate_forward_time: 34.4340934753, propagate_backward_time: 47.6119689941, weight_update_time: 0.0880499333, other_time: 2.0875740051
epoch time: 7.1740698814s, input_fired_time: 0.1290330291, output_fired_time: 0.0000000000, propagate_forward_time: 6.6866111755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584256172
validation[          , genome  7050] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       692.19305, best error:       692.19305 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 87.3601608276s, input_fired_time: 1.2477165461, output_fired_time: 0.7976304889, propagate_forward_time: 35.0710945129, propagate_backward_time: 48.1211280823, weight_update_time: 0.0889478251, other_time: 2.1225891113
epoch time: 7.6460752487s, input_fired_time: 0.1371827126, output_fired_time: 0.0000000000, propagate_forward_time: 7.1281852722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807072639
validation[          , genome  7050] predictions:    9763/  10000 (97.63%), best:    9769/10000 (97.69%), error:       776.33875, best error:       692.19305 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 83.5981292725s, input_fired_time: 1.2199677229, output_fired_time: 0.7635392547, propagate_forward_time: 33.4174194336, propagate_backward_time: 46.1986236572, weight_update_time: 0.0855341107, other_time: 1.9985733032
epoch time: 7.1537146568s, input_fired_time: 0.1310713291, output_fired_time: 0.0000000000, propagate_forward_time: 6.6669497490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556933403
validation[          , genome  7050] predictions:    9770/  10000 (97.70%), best:    9769/10000 (97.69%), error:       780.19037, best error:       692.19305 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 83.6377944946s, input_fired_time: 1.2257294655, output_fired_time: 0.7647575736, propagate_forward_time: 33.4195137024, propagate_backward_time: 46.2276954651, weight_update_time: 0.0855452791, other_time: 2.0000991821
epoch time: 7.1512079239s, input_fired_time: 0.1296177804, output_fired_time: 0.0000000000, propagate_forward_time: 6.6667838097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548064232
validation[          , genome  7050] predictions:    9765/  10000 (97.65%), best:    9769/10000 (97.69%), error:       754.45044, best error:       692.19305 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 83.9046096802s, input_fired_time: 1.2261359692, output_fired_time: 0.7645273805, propagate_forward_time: 33.5440254211, propagate_backward_time: 46.3707771301, weight_update_time: 0.0858739838, other_time: 1.9991455078
epoch time: 7.2741022110s, input_fired_time: 0.1303384304, output_fired_time: 0.0000000000, propagate_forward_time: 6.7856402397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581233025
validation[          , genome  7050] predictions:    9746/  10000 (97.46%), best:    9769/10000 (97.69%), error:       766.11969, best error:       692.19305 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 83.6557235718s, input_fired_time: 1.2312765121, output_fired_time: 0.7645612359, propagate_forward_time: 33.4159011841, propagate_backward_time: 46.2382202148, weight_update_time: 0.0855463743, other_time: 2.0057601929
epoch time: 7.1544322968s, input_fired_time: 0.1294554472, output_fired_time: 0.0000000000, propagate_forward_time: 6.6677503586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572263718
validation[          , genome  7050] predictions:    9790/  10000 (97.90%), best:    9769/10000 (97.69%), error:       702.41675, best error:       692.19305 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 85.2869949341s, input_fired_time: 1.2457747459, output_fired_time: 0.7806268334, propagate_forward_time: 34.1155815125, propagate_backward_time: 47.0554885864, weight_update_time: 0.0870297849, other_time: 2.0895271301
epoch time: 7.1623039246s, input_fired_time: 0.1283063591, output_fired_time: 0.0000000000, propagate_forward_time: 6.6708936691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631038666
validation[          , genome  7050] predictions:    9729/  10000 (97.29%), best:    9769/10000 (97.69%), error:       879.78198, best error:       692.19305 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 87.4500885010s, input_fired_time: 1.2597492933, output_fired_time: 0.7969015837, propagate_forward_time: 35.0660552979, propagate_backward_time: 48.1897010803, weight_update_time: 0.0895593315, other_time: 2.1376838684
epoch time: 7.1568002701s, input_fired_time: 0.1272340268, output_fired_time: 0.0000000000, propagate_forward_time: 6.6732487679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563175201
validation[          , genome  7050] predictions:    9667/  10000 (96.67%), best:    9769/10000 (97.69%), error:      1042.77661, best error:       692.19305 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 92.5202789307s, input_fired_time: 1.3125802279, output_fired_time: 0.8320418596, propagate_forward_time: 37.2409019470, propagate_backward_time: 50.8993797302, weight_update_time: 0.0943022072, other_time: 2.2353744507
epoch time: 7.4195551872s, input_fired_time: 0.1332260817, output_fired_time: 0.0000000000, propagate_forward_time: 6.9203743935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659548759
validation[          , genome  7050] predictions:    9774/  10000 (97.74%), best:    9769/10000 (97.69%), error:       736.33429, best error:       692.19305 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 83.8769912720s, input_fired_time: 1.2369517088, output_fired_time: 0.7683130503, propagate_forward_time: 33.5080757141, propagate_backward_time: 46.3341979980, weight_update_time: 0.0858723000, other_time: 2.0294532776
epoch time: 7.1651439667s, input_fired_time: 0.1295492053, output_fired_time: 0.0000000000, propagate_forward_time: 6.6785445213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570504189
validation[          , genome  7050] predictions:    9779/  10000 (97.79%), best:    9769/10000 (97.69%), error:       733.53583, best error:       692.19305 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 85.1574935913s, input_fired_time: 1.2430275679, output_fired_time: 0.7770648003, propagate_forward_time: 34.0444259644, propagate_backward_time: 47.0124359131, weight_update_time: 0.0875997245, other_time: 2.0805435181
epoch time: 7.1681857109s, input_fired_time: 0.1288821399, output_fired_time: 0.0000000000, propagate_forward_time: 6.6809587479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583450317
validation[          , genome  7050] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       816.60376, best error:       692.19305 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 89.3098602295s, input_fired_time: 1.2846580744, output_fired_time: 0.8072491884, propagate_forward_time: 35.7787017822, propagate_backward_time: 49.2895202637, weight_update_time: 0.0930412784, other_time: 2.1497268677
epoch time: 7.3411803246s, input_fired_time: 0.1346091330, output_fired_time: 0.0000000000, propagate_forward_time: 6.8383159637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682551384
validation[          , genome  7050] predictions:    9766/  10000 (97.66%), best:    9769/10000 (97.69%), error:       792.81818, best error:       692.19305 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 83.7591857910s, input_fired_time: 1.2298507690, output_fired_time: 0.7634567022, propagate_forward_time: 33.5085411072, propagate_backward_time: 46.2626571655, weight_update_time: 0.0857595727, other_time: 1.9946784973
epoch time: 7.1488075256s, input_fired_time: 0.1297050864, output_fired_time: 0.0000000000, propagate_forward_time: 6.6655130386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535895348
validation[          , genome  7050] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       841.75433, best error:       692.19305 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 85.2636718750s, input_fired_time: 1.2527853251, output_fired_time: 0.7773915529, propagate_forward_time: 34.1203308105, propagate_backward_time: 47.0428123474, weight_update_time: 0.0875743926, other_time: 2.0703544617
epoch time: 7.9974684715s, input_fired_time: 0.1415475458, output_fired_time: 0.0000000000, propagate_forward_time: 7.4548640251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010567665
validation[          , genome  7050] predictions:    9753/  10000 (97.53%), best:    9769/10000 (97.69%), error:       778.66913, best error:       692.19305 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 85.7571029663s, input_fired_time: 1.2619714737, output_fired_time: 0.7834778428, propagate_forward_time: 34.3224411011, propagate_backward_time: 47.3058586121, weight_update_time: 0.0878301784, other_time: 2.0833549500
epoch time: 7.1603260040s, input_fired_time: 0.1290299594, output_fired_time: 0.0000000000, propagate_forward_time: 6.6736793518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576169014
validation[          , genome  7050] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       945.65167, best error:       692.19305 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 87.2255706787s, input_fired_time: 1.2736701965, output_fired_time: 0.7965114117, propagate_forward_time: 34.9511413574, propagate_backward_time: 48.0735321045, weight_update_time: 0.0895541683, other_time: 2.1307220459
epoch time: 7.1683154106s, input_fired_time: 0.1290060431, output_fired_time: 0.0000000000, propagate_forward_time: 6.6792159081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600935936
validation[          , genome  7050] predictions:    9775/  10000 (97.75%), best:    9769/10000 (97.69%), error:       714.05450, best error:       692.19305 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 87.2254791260s, input_fired_time: 1.2706103325, output_fired_time: 0.7963812351, propagate_forward_time: 34.9475975037, propagate_backward_time: 48.0912780762, weight_update_time: 0.0934376717, other_time: 2.1196174622
epoch time: 7.1692647934s, input_fired_time: 0.1287715435, output_fired_time: 0.0000000000, propagate_forward_time: 6.6743774414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661155701
validation[          , genome  7050] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       883.95557, best error:       692.19305 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 83.9915161133s, input_fired_time: 1.2441536188, output_fired_time: 0.7690463662, propagate_forward_time: 33.5459938049, propagate_backward_time: 46.4029045105, weight_update_time: 0.0860490575, other_time: 2.0294189453
epoch time: 7.1626458168s, input_fired_time: 0.1297457665, output_fired_time: 0.0000000000, propagate_forward_time: 6.6780428886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548569679
validation[          , genome  7050] predictions:    9770/  10000 (97.70%), best:    9769/10000 (97.69%), error:       743.64496, best error:       692.19305 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 84.7767105103s, input_fired_time: 1.2479668856, output_fired_time: 0.7739217281, propagate_forward_time: 33.8558425903, propagate_backward_time: 46.7784538269, weight_update_time: 0.0882335454, other_time: 2.1205253601
epoch time: 9.0020694733s, input_fired_time: 0.1548890173, output_fired_time: 0.0000000000, propagate_forward_time: 8.4277639389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194164276
validation[          , genome  7050] predictions:    9778/  10000 (97.78%), best:    9769/10000 (97.69%), error:       731.58295, best error:       692.19305 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 84.4505996704s, input_fired_time: 1.2427450418, output_fired_time: 0.7721135616, propagate_forward_time: 33.7757873535, propagate_backward_time: 46.6274604797, weight_update_time: 0.0864485353, other_time: 2.0324974060
epoch time: 7.1681857109s, input_fired_time: 0.1287316233, output_fired_time: 0.0000000000, propagate_forward_time: 6.6810007095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584532738
validation[          , genome  7050] predictions:    9754/  10000 (97.54%), best:    9769/10000 (97.69%), error:       808.45477, best error:       692.19305 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 86.0910034180s, input_fired_time: 1.2593475580, output_fired_time: 0.7849189639, propagate_forward_time: 34.4479827881, propagate_backward_time: 47.5245590210, weight_update_time: 0.0883956701, other_time: 2.0741958618
epoch time: 7.3144068718s, input_fired_time: 0.1357367188, output_fired_time: 0.0000000000, propagate_forward_time: 6.8017630577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769068718
validation[          , genome  7050] predictions:    9784/  10000 (97.84%), best:    9769/10000 (97.69%), error:       698.49481, best error:       692.19305 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 84.5670776367s, input_fired_time: 1.2444727421, output_fired_time: 0.7745583057, propagate_forward_time: 33.7814521790, propagate_backward_time: 46.7019424438, weight_update_time: 0.0865497068, other_time: 2.0646476746
epoch time: 7.1582694054s, input_fired_time: 0.1330129951, output_fired_time: 0.0000000000, propagate_forward_time: 6.6659193039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593373299
validation[          , genome  7050] predictions:    9762/  10000 (97.62%), best:    9769/10000 (97.69%), error:       837.40173, best error:       692.19305 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 84.2327575684s, input_fired_time: 1.2462916374, output_fired_time: 0.7726384997, propagate_forward_time: 33.6691360474, propagate_backward_time: 46.4749870300, weight_update_time: 0.0863010213, other_time: 2.0697059631
epoch time: 7.1748213768s, input_fired_time: 0.1338067204, output_fired_time: 0.0000000000, propagate_forward_time: 6.6764941216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645205498
validation[          , genome  7050] predictions:    9725/  10000 (97.25%), best:    9769/10000 (97.69%), error:       918.04340, best error:       692.19305 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.9295501709s, input_fired_time: 1.2663254738, output_fired_time: 0.7858292460, propagate_forward_time: 34.4223403931, propagate_backward_time: 47.3574752808, weight_update_time: 0.0879614949, other_time: 2.0975799561
epoch time: 8.2655220032s, input_fired_time: 0.1460442543, output_fired_time: 0.0000000000, propagate_forward_time: 7.7238678932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956103325
validation[          , genome  7050] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       689.60822, best error:       689.60822 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 84.6963500977s, input_fired_time: 1.2483978271, output_fired_time: 0.7766222358, propagate_forward_time: 33.8589248657, propagate_backward_time: 46.7670631409, weight_update_time: 0.0870651379, other_time: 2.0453453064
epoch time: 7.1545705795s, input_fired_time: 0.1304876655, output_fired_time: 0.0000000000, propagate_forward_time: 6.6681694984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559136391
validation[          , genome  7050] predictions:    9725/  10000 (97.25%), best:    9795/10000 (97.95%), error:       908.93066, best error:       689.60822 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 83.5053024292s, input_fired_time: 1.2383371592, output_fired_time: 0.7641602755, propagate_forward_time: 33.3794822693, propagate_backward_time: 46.1179542542, weight_update_time: 0.0856217742, other_time: 2.0053710938
epoch time: 7.1491947174s, input_fired_time: 0.1294759065, output_fired_time: 0.0000000000, propagate_forward_time: 6.6662583351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534603119
validation[          , genome  7050] predictions:    9748/  10000 (97.48%), best:    9795/10000 (97.95%), error:       807.64941, best error:       689.60822 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 84.4937973022s, input_fired_time: 1.2528433800, output_fired_time: 0.7717509270, propagate_forward_time: 33.7641601562, propagate_backward_time: 46.6835556030, weight_update_time: 0.0863881707, other_time: 2.0214843750
epoch time: 7.1528100967s, input_fired_time: 0.1326190829, output_fired_time: 0.0000000000, propagate_forward_time: 6.6658930779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542981148
validation[          , genome  7050] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       677.45569, best error:       677.45569 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 83.5824890137s, input_fired_time: 1.2428396940, output_fired_time: 0.7637323141, propagate_forward_time: 33.4003067017, propagate_backward_time: 46.1601791382, weight_update_time: 0.0857367888, other_time: 2.0154342651
epoch time: 8.0730123520s, input_fired_time: 0.1399332732, output_fired_time: 0.0000000000, propagate_forward_time: 7.5438618660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892173767
validation[          , genome  7050] predictions:    9725/  10000 (97.25%), best:    9794/10000 (97.94%), error:       898.34265, best error:       677.45569 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 85.1002273560s, input_fired_time: 1.2526862621, output_fired_time: 0.7798143625, propagate_forward_time: 34.0026283264, propagate_backward_time: 46.9817237854, weight_update_time: 0.0869573355, other_time: 2.0833740234
epoch time: 7.1713657379s, input_fired_time: 0.1292501241, output_fired_time: 0.0000000000, propagate_forward_time: 6.6727995872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693161011
validation[          , genome  7050] predictions:    9717/  10000 (97.17%), best:    9794/10000 (97.94%), error:       921.48236, best error:       677.45569 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 84.5213775635s, input_fired_time: 1.2560216188, output_fired_time: 0.7729081511, propagate_forward_time: 33.8013038635, propagate_backward_time: 46.6229820251, weight_update_time: 0.0865267888, other_time: 2.0681610107
epoch time: 7.1613297462s, input_fired_time: 0.1297778934, output_fired_time: 0.0000000000, propagate_forward_time: 6.6735873222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579645157
validation[          , genome  7050] predictions:    9767/  10000 (97.67%), best:    9794/10000 (97.94%), error:       764.87103, best error:       677.45569 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 84.9318084717s, input_fired_time: 1.2533755302, output_fired_time: 0.7759093046, propagate_forward_time: 33.9372596741, propagate_backward_time: 46.8809585571, weight_update_time: 0.0872367620, other_time: 2.0843086243
epoch time: 7.2480940819s, input_fired_time: 0.1316797286, output_fired_time: 0.0000000000, propagate_forward_time: 6.7563638687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600506783
validation[          , genome  7050] predictions:    9756/  10000 (97.56%), best:    9794/10000 (97.94%), error:       786.41711, best error:       677.45569 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 83.6841430664s, input_fired_time: 1.2431707382, output_fired_time: 0.7674127221, propagate_forward_time: 33.4337120056, propagate_backward_time: 46.2096710205, weight_update_time: 0.0861889124, other_time: 2.0301780701
epoch time: 7.1596531868s, input_fired_time: 0.1329266429, output_fired_time: 0.0000000000, propagate_forward_time: 6.6709651947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557615280
validation[          , genome  7050] predictions:    9790/  10000 (97.90%), best:    9794/10000 (97.94%), error:       709.37152, best error:       677.45569 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 83.4780654907s, input_fired_time: 1.2412455082, output_fired_time: 0.7647823691, propagate_forward_time: 33.3668479919, propagate_backward_time: 46.0932922363, weight_update_time: 0.0859196782, other_time: 2.0118904114
epoch time: 7.1516771317s, input_fired_time: 0.1293445230, output_fired_time: 0.0000000000, propagate_forward_time: 6.6676282883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547043800
validation[          , genome  7050] predictions:    9768/  10000 (97.68%), best:    9794/10000 (97.94%), error:       771.72119, best error:       677.45569 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 83.5698547363s, input_fired_time: 1.2419524193, output_fired_time: 0.7652362585, propagate_forward_time: 33.3742103577, propagate_backward_time: 46.1715888977, weight_update_time: 0.0861014575, other_time: 2.0168685913
epoch time: 7.1520738602s, input_fired_time: 0.1295716614, output_fired_time: 0.0000000000, propagate_forward_time: 6.6676592827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548431396
validation[          , genome  7050] predictions:    9769/  10000 (97.69%), best:    9794/10000 (97.94%), error:       748.68829, best error:       677.45569 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 83.5264282227s, input_fired_time: 1.2373112440, output_fired_time: 0.7651901841, propagate_forward_time: 33.3854789734, propagate_backward_time: 46.1257553101, weight_update_time: 0.0859167650, other_time: 2.0126914978
epoch time: 7.1546626091s, input_fired_time: 0.1282838136, output_fired_time: 0.0000000000, propagate_forward_time: 6.6688723564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575062752
validation[          , genome  7050] predictions:    9738/  10000 (97.38%), best:    9794/10000 (97.94%), error:       861.36993, best error:       677.45569 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 83.8939056396s, input_fired_time: 1.2657096386, output_fired_time: 0.7800645232, propagate_forward_time: 33.4583854675, propagate_backward_time: 46.2527847290, weight_update_time: 0.0899804011, other_time: 2.1369590759
epoch time: 7.1951508522s, input_fired_time: 0.1371751130, output_fired_time: 0.0000000000, propagate_forward_time: 6.6787195206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792562485
validation[          , genome  7050] predictions:    9720/  10000 (97.20%), best:    9794/10000 (97.94%), error:       890.80951, best error:       677.45569 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 85.9938278198s, input_fired_time: 1.3038175106, output_fired_time: 0.8022974730, propagate_forward_time: 34.2548065186, propagate_backward_time: 47.3733749390, weight_update_time: 0.0957289264, other_time: 2.2595291138
epoch time: 7.2904877663s, input_fired_time: 0.1450047940, output_fired_time: 0.0000000000, propagate_forward_time: 6.7677469254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777360916
validation[          , genome  7050] predictions:    9772/  10000 (97.72%), best:    9794/10000 (97.94%), error:       777.30042, best error:       677.45569 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 84.5477218628s, input_fired_time: 1.2914638519, output_fired_time: 0.7888045907, propagate_forward_time: 33.6993904114, propagate_backward_time: 46.5458793640, weight_update_time: 0.0951965451, other_time: 2.2221832275
epoch time: 7.1908688545s, input_fired_time: 0.1391180605, output_fired_time: 0.0000000000, propagate_forward_time: 6.6778521538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738985062
validation[          , genome  7050] predictions:    9769/  10000 (97.69%), best:    9794/10000 (97.94%), error:       760.77222, best error:       677.45569 on epoch:    89, 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: 36.6816673279s, input_fired_time: 0.7109747529, output_fired_time: 0.0000000000, propagate_forward_time: 34.0201263428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9505653381
best training[          , genome  7050] predictions:   49699/  50000 (99.40%), best:    9794/10000 (97.94%), error:      1227.26697, best error:       677.45569 on epoch:    89, 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: 7.3929810524s, input_fired_time: 0.1419752687, output_fired_time: 0.0000000000, propagate_forward_time: 6.8647260666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862795830
   testing[          , genome  7050] predictions:    9815/  10000 (98.15%), best:    9794/10000 (97.94%), error:       573.03534, best error:       677.45569 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:17:40 (6595): called boinc_finish(0)

</stderr_txt>
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