Nameexact_genome_1509704703_28_13263_2
Workunit2351625
Created8 Dec 2017, 0:07:26 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline7 Jan 2018, 3:45:57 UTC
Received9 Dec 2017, 9:21:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time21 hours 37 min 49 sec
CPU time16 hours 29 min 3 sec
Validate stateValid
Credit7,537.02
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size171.09 MB
Peak swap size174.09 MB
Peak disk usage5.42 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
time: 420.6185913086, weight_update_time: 0.5554713607, other_time: 12.0880737305
epoch time: 43.3652877808s, input_fired_time: 1.0931844711, output_fired_time: 0.0000000000, propagate_forward_time: 40.8403511047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4317512512
validation[          , genome 13263] predictions:    9785/  10000 (97.85%), best:    9806/10000 (98.06%), error:       686.36993, best error:       655.17468 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 527.0906982422s, input_fired_time: 8.0621070862, output_fired_time: 7.2640910149, propagate_forward_time: 202.8214874268, propagate_backward_time: 300.7425842285, weight_update_time: 0.5404496789, other_time: 8.2004089355
epoch time: 44.0694313049s, input_fired_time: 1.0713547468, output_fired_time: 0.0000000000, propagate_forward_time: 41.5700187683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4280586243
validation[          , genome 13263] predictions:    9805/  10000 (98.05%), best:    9806/10000 (98.06%), error:       663.42499, best error:       655.17468 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 540.2737426758s, input_fired_time: 8.3040513992, output_fired_time: 7.4774041176, propagate_forward_time: 206.3645019531, propagate_backward_time: 309.4237365723, weight_update_time: 0.5440329313, other_time: 8.7040100098
epoch time: 48.3053359985s, input_fired_time: 0.9917711020, output_fired_time: 0.0000000000, propagate_forward_time: 45.6329689026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6805953979
validation[          , genome 13263] predictions:    9787/  10000 (97.87%), best:    9806/10000 (98.06%), error:       664.39178, best error:       655.17468 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 535.3038330078s, input_fired_time: 8.0893239975, output_fired_time: 7.9481716156, propagate_forward_time: 204.5794219971, propagate_backward_time: 306.4691467285, weight_update_time: 0.5410405397, other_time: 8.2178039551
epoch time: 44.4743156433s, input_fired_time: 0.9770541191, output_fired_time: 0.0000000000, propagate_forward_time: 41.9066505432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5906105042
validation[          , genome 13263] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       634.69537, best error:       634.69537 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 655.8483886719s, input_fired_time: 10.3655042648, output_fired_time: 9.6305675507, propagate_forward_time: 248.5861663818, propagate_backward_time: 377.3333435059, weight_update_time: 0.5553976893, other_time: 9.9328308105
epoch time: 76.1976852417s, input_fired_time: 1.8968825340, output_fired_time: 0.0000000000, propagate_forward_time: 72.0832672119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2175369263
validation[          , genome 13263] predictions:    9797/  10000 (97.97%), best:    9807/10000 (98.07%), error:       644.60168, best error:       634.69537 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 850.9536743164s, input_fired_time: 12.6050081253, output_fired_time: 12.7642021179, propagate_forward_time: 326.2864685059, propagate_backward_time: 486.3943786621, weight_update_time: 1.1704931259, other_time: 12.9036254883
epoch time: 74.8275375366s, input_fired_time: 1.4484617710, output_fired_time: 0.0000000000, propagate_forward_time: 71.4274139404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9516601563
validation[          , genome 13263] predictions:    9798/  10000 (97.98%), best:    9807/10000 (98.07%), error:       670.70520, best error:       634.69537 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 915.1031494141s, input_fired_time: 12.4810352325, output_fired_time: 11.9660425186, propagate_forward_time: 351.6389160156, propagate_backward_time: 527.0952148438, weight_update_time: 0.9989457726, other_time: 11.9219360352
epoch time: 75.9462203979s, input_fired_time: 2.7939393520, output_fired_time: 0.0000000000, propagate_forward_time: 70.9987258911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1535568237
validation[          , genome 13263] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       591.16040, best error:       591.16040 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 580.0215454102s, input_fired_time: 8.1400623322, output_fired_time: 8.0384817123, propagate_forward_time: 222.7118835449, propagate_backward_time: 331.9218750000, weight_update_time: 0.5398230553, other_time: 9.2092590332
epoch time: 46.5133323669s, input_fired_time: 1.0759294033, output_fired_time: 0.0000000000, propagate_forward_time: 43.8475265503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5898780823
validation[          , genome 13263] predictions:    9804/  10000 (98.04%), best:    9809/10000 (98.09%), error:       667.47974, best error:       591.16040 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 516.3905029297s, input_fired_time: 8.0649957657, output_fired_time: 7.2446866035, propagate_forward_time: 197.2924957275, propagate_backward_time: 295.6206359863, weight_update_time: 0.5309086442, other_time: 8.1676940918
epoch time: 41.9397048950s, input_fired_time: 1.0191403627, output_fired_time: 0.0000000000, propagate_forward_time: 39.4513702393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4691925049
validation[          , genome 13263] predictions:    9798/  10000 (97.98%), best:    9809/10000 (98.09%), error:       659.72321, best error:       591.16040 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 517.2506103516s, input_fired_time: 8.0394592285, output_fired_time: 7.3890948296, propagate_forward_time: 197.7607269287, propagate_backward_time: 295.8125000000, weight_update_time: 0.5386477113, other_time: 8.2488403320
epoch time: 42.1956367493s, input_fired_time: 0.9794721603, output_fired_time: 0.0000000000, propagate_forward_time: 39.7430877686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4730758667
validation[          , genome 13263] predictions:    9780/  10000 (97.80%), best:    9809/10000 (98.09%), error:       695.01532, best error:       591.16040 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 517.3850708008s, input_fired_time: 8.1367788315, output_fired_time: 7.3657083511, propagate_forward_time: 197.8605194092, propagate_backward_time: 295.8690795898, weight_update_time: 0.5359289050, other_time: 8.1529541016
epoch time: 42.2751121521s, input_fired_time: 1.0647231340, output_fired_time: 0.0000000000, propagate_forward_time: 39.7784309387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4319572449
validation[          , genome 13263] predictions:    9799/  10000 (97.99%), best:    9809/10000 (98.09%), error:       663.19226, best error:       591.16040 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 520.0642700195s, input_fired_time: 8.2084398270, output_fired_time: 7.2450189590, propagate_forward_time: 199.4253692627, propagate_backward_time: 296.8432922363, weight_update_time: 0.6233581305, other_time: 8.3421325684
epoch time: 46.6623840332s, input_fired_time: 1.0498794317, output_fired_time: 0.0000000000, propagate_forward_time: 43.8530158997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7594871521
validation[          , genome 13263] predictions:    9798/  10000 (97.98%), best:    9809/10000 (98.09%), error:       630.65863, best error:       591.16040 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 507.5841674805s, input_fired_time: 7.9888525009, output_fired_time: 7.2461423874, propagate_forward_time: 194.0224914551, propagate_backward_time: 290.1753845215, weight_update_time: 0.5313382149, other_time: 8.1512756348
epoch time: 41.3686866760s, input_fired_time: 1.0193469524, output_fired_time: 0.0000000000, propagate_forward_time: 38.9006347656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4487037659
validation[          , genome 13263] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       586.18152, best error:       586.18152 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 510.3201293945s, input_fired_time: 7.9095144272, output_fired_time: 7.1899056435, propagate_forward_time: 194.4321289063, propagate_backward_time: 292.4509277344, weight_update_time: 0.5769819617, other_time: 8.3376464844
epoch time: 41.3441619873s, input_fired_time: 0.9488362074, output_fired_time: 0.0000000000, propagate_forward_time: 38.9642829895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4310417175
validation[          , genome 13263] predictions:    9814/  10000 (98.14%), best:    9818/10000 (98.18%), error:       601.24323, best error:       586.18152 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 489.8163146973s, input_fired_time: 7.7451758385, output_fired_time: 7.0291571617, propagate_forward_time: 185.8558349609, propagate_backward_time: 281.3047790527, weight_update_time: 0.5150516629, other_time: 7.8813781738
epoch time: 39.9032249451s, input_fired_time: 0.9413847327, output_fired_time: 0.0000000000, propagate_forward_time: 37.5861816406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3756599426
validation[          , genome 13263] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       662.28638, best error:       586.18152 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 492.7698669434s, input_fired_time: 7.9028115273, output_fired_time: 7.1339249611, propagate_forward_time: 187.9079742432, propagate_backward_time: 281.9140625000, weight_update_time: 0.5126559734, other_time: 7.9111328125
epoch time: 41.9000015259s, input_fired_time: 0.9713361263, output_fired_time: 0.0000000000, propagate_forward_time: 39.4626998901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4659652710
validation[          , genome 13263] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       573.88220, best error:       573.88220 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 485.0207519531s, input_fired_time: 7.8509063721, output_fired_time: 6.7188777924, propagate_forward_time: 184.7191009521, propagate_backward_time: 277.8881530762, weight_update_time: 0.5133945346, other_time: 7.8437194824
epoch time: 39.5455703735s, input_fired_time: 0.9431285262, output_fired_time: 0.0000000000, propagate_forward_time: 37.1979904175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4044532776
validation[          , genome 13263] predictions:    9777/  10000 (97.77%), best:    9818/10000 (98.18%), error:       722.82056, best error:       573.88220 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 485.3143920898s, input_fired_time: 7.6948080063, output_fired_time: 6.9733552933, propagate_forward_time: 184.7519683838, propagate_backward_time: 277.9793701172, weight_update_time: 0.5447084904, other_time: 7.9149169922
epoch time: 40.9224357605s, input_fired_time: 1.0312649012, output_fired_time: 0.0000000000, propagate_forward_time: 38.4934158325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3977546692
validation[          , genome 13263] predictions:    9817/  10000 (98.17%), best:    9818/10000 (98.18%), error:       625.34656, best error:       573.88220 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 486.2172241211s, input_fired_time: 7.6666526794, output_fired_time: 6.8006525040, propagate_forward_time: 184.9212188721, propagate_backward_time: 278.7785949707, weight_update_time: 0.5151767135, other_time: 8.0500793457
epoch time: 66.8260421753s, input_fired_time: 2.1855294704, output_fired_time: 0.0000000000, propagate_forward_time: 62.8140106201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8264999390
validation[          , genome 13263] predictions:    9799/  10000 (97.99%), best:    9818/10000 (98.18%), error:       644.26166, best error:       573.88220 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 772.8880004883s, input_fired_time: 12.3588972092, output_fired_time: 11.0432300568, propagate_forward_time: 297.9658508301, propagate_backward_time: 439.9687194824, weight_update_time: 0.8251389265, other_time: 11.5513305664
epoch time: 61.0718154907s, input_fired_time: 1.7935889959, output_fired_time: 0.0000000000, propagate_forward_time: 56.7404441833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5377807617
validation[          , genome 13263] predictions:    9811/  10000 (98.11%), best:    9818/10000 (98.18%), error:       654.66589, best error:       573.88220 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 722.6540527344s, input_fired_time: 9.9866333008, output_fired_time: 12.3480405807, propagate_forward_time: 274.6973876953, propagate_backward_time: 414.4136657715, weight_update_time: 1.0649404526, other_time: 11.2083435059
epoch time: 58.7228851318s, input_fired_time: 1.2629115582, output_fired_time: 0.0000000000, propagate_forward_time: 55.6980590820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7619132996
validation[          , genome 13263] predictions:    9793/  10000 (97.93%), best:    9818/10000 (98.18%), error:       676.03577, best error:       573.88220 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 709.0393066406s, input_fired_time: 11.3793754578, output_fired_time: 11.2209997177, propagate_forward_time: 271.3427429199, propagate_backward_time: 404.2751770020, weight_update_time: 0.8046558499, other_time: 10.8209838867
epoch time: 58.9759788513s, input_fired_time: 1.7684870958, output_fired_time: 0.0000000000, propagate_forward_time: 55.2039222717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0035705566
validation[          , genome 13263] predictions:    9796/  10000 (97.96%), best:    9818/10000 (98.18%), error:       661.48505, best error:       573.88220 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 709.8670043945s, input_fired_time: 10.3870725632, output_fired_time: 9.5103960037, propagate_forward_time: 274.4450683594, propagate_backward_time: 405.8983154297, weight_update_time: 0.8082494140, other_time: 9.6261596680
epoch time: 57.7205047607s, input_fired_time: 1.2503131628, output_fired_time: 0.0000000000, propagate_forward_time: 54.7341766357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7360153198
validation[          , genome 13263] predictions:    9801/  10000 (98.01%), best:    9818/10000 (98.18%), error:       655.62793, best error:       573.88220 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 708.0479125977s, input_fired_time: 10.8939466476, output_fired_time: 9.7096366882, propagate_forward_time: 274.7754821777, propagate_backward_time: 402.3366088867, weight_update_time: 0.8052448630, other_time: 10.3322448730
epoch time: 58.7651901245s, input_fired_time: 1.5124924183, output_fired_time: 0.0000000000, propagate_forward_time: 55.7521400452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5005569458
validation[          , genome 13263] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       643.52344, best error:       573.88220 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 711.4752197266s, input_fired_time: 10.9256925583, output_fired_time: 9.2351760864, propagate_forward_time: 273.4500122070, propagate_backward_time: 408.0242004395, weight_update_time: 0.8060379028, other_time: 9.8401184082
epoch time: 58.6781654358s, input_fired_time: 2.0179939270, output_fired_time: 0.0000000000, propagate_forward_time: 55.1591224670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5010490417
validation[          , genome 13263] predictions:    9810/  10000 (98.10%), best:    9818/10000 (98.18%), error:       630.59747, best error:       573.88220 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 722.9708862305s, input_fired_time: 12.7536725998, output_fired_time: 9.3114871979, propagate_forward_time: 277.8381652832, propagate_backward_time: 413.1577148438, weight_update_time: 0.5615438819, other_time: 9.9098815918
epoch time: 60.2150993347s, input_fired_time: 2.2835304737, output_fired_time: 0.0000000000, propagate_forward_time: 55.8857955933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0457725525
validation[          , genome 13263] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       663.61212, best error:       573.88220 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 721.6213378906s, input_fired_time: 10.7398405075, output_fired_time: 8.0693759918, propagate_forward_time: 278.3312683105, propagate_backward_time: 412.5555419922, weight_update_time: 1.0631545782, other_time: 11.9252624512
epoch time: 59.2163124084s, input_fired_time: 2.5342867374, output_fired_time: 0.0000000000, propagate_forward_time: 55.1684875488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5135383606
validation[          , genome 13263] predictions:    9841/  10000 (98.41%), best:    9841/10000 (98.41%), error:       546.62201, best error:       546.62201 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 719.6580810547s, input_fired_time: 10.2311725616, output_fired_time: 10.2895822525, propagate_forward_time: 277.9883422852, propagate_backward_time: 409.0051879883, weight_update_time: 1.0608891249, other_time: 12.1437377930
epoch time: 59.8172416687s, input_fired_time: 1.2769370079, output_fired_time: 0.0000000000, propagate_forward_time: 56.5279922485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0123138428
validation[          , genome 13263] predictions:    9812/  10000 (98.12%), best:    9841/10000 (98.41%), error:       621.57111, best error:       546.62201 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 715.8867797852s, input_fired_time: 11.6860237122, output_fired_time: 10.9632740021, propagate_forward_time: 271.8438720703, propagate_backward_time: 410.7368164063, weight_update_time: 0.5604153872, other_time: 10.6567993164
epoch time: 58.5451354980s, input_fired_time: 1.5096791983, output_fired_time: 0.0000000000, propagate_forward_time: 55.5274276733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5080299377
validation[          , genome 13263] predictions:    9796/  10000 (97.96%), best:    9841/10000 (98.41%), error:       659.60815, best error:       546.62201 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 723.4306640625s, input_fired_time: 11.2653865814, output_fired_time: 10.5830879211, propagate_forward_time: 276.2853393555, propagate_backward_time: 413.3512573242, weight_update_time: 0.5651698112, other_time: 11.9456176758
epoch time: 59.4282608032s, input_fired_time: 1.2760877609, output_fired_time: 0.0000000000, propagate_forward_time: 56.1408462524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0113258362
validation[          , genome 13263] predictions:    9810/  10000 (98.10%), best:    9841/10000 (98.41%), error:       629.75330, best error:       546.62201 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 712.0480957031s, input_fired_time: 10.2027664185, output_fired_time: 10.2715339661, propagate_forward_time: 276.0973815918, propagate_backward_time: 403.4095153809, weight_update_time: 1.0555436611, other_time: 12.0668945313
epoch time: 56.9352722168s, input_fired_time: 1.7432276011, output_fired_time: 0.0000000000, propagate_forward_time: 53.4664192200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7256240845
validation[          , genome 13263] predictions:    9796/  10000 (97.96%), best:    9841/10000 (98.41%), error:       676.41534, best error:       546.62201 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 708.3746337891s, input_fired_time: 10.6757774353, output_fired_time: 11.4395370483, propagate_forward_time: 271.8170166016, propagate_backward_time: 404.3937377930, weight_update_time: 0.5527898669, other_time: 10.0485839844
epoch time: 58.5578422546s, input_fired_time: 1.0168455839, output_fired_time: 0.0000000000, propagate_forward_time: 55.0330581665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5079383850
validation[          , genome 13263] predictions:    9783/  10000 (97.83%), best:    9841/10000 (98.41%), error:       757.26630, best error:       546.62201 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 712.4591674805s, input_fired_time: 10.4375495911, output_fired_time: 9.7254629135, propagate_forward_time: 276.6989440918, propagate_backward_time: 404.7360534668, weight_update_time: 0.8079748154, other_time: 10.8611450195
epoch time: 58.2920341492s, input_fired_time: 1.5144277811, output_fired_time: 0.0000000000, propagate_forward_time: 54.7837486267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9938583374
validation[          , genome 13263] predictions:    9798/  10000 (97.98%), best:    9841/10000 (98.41%), error:       685.84064, best error:       546.62201 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 714.5596923828s, input_fired_time: 11.9340305328, output_fired_time: 9.5253057480, propagate_forward_time: 272.0548706055, propagate_backward_time: 409.7019653320, weight_update_time: 0.8058448434, other_time: 11.3435058594
epoch time: 60.0773048401s, input_fired_time: 1.7829897404, output_fired_time: 0.0000000000, propagate_forward_time: 56.7608108521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5335044861
validation[          , genome 13263] predictions:    9800/  10000 (98.00%), best:    9841/10000 (98.41%), error:       668.89362, best error:       546.62201 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 719.0248413086s, input_fired_time: 12.5191516876, output_fired_time: 8.8121004105, propagate_forward_time: 277.7290649414, propagate_backward_time: 408.5602722168, weight_update_time: 0.8106263280, other_time: 11.4042663574
epoch time: 59.9623680115s, input_fired_time: 1.2767064571, output_fired_time: 0.0000000000, propagate_forward_time: 56.6728134155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0128479004
validation[          , genome 13263] predictions:    9800/  10000 (98.00%), best:    9841/10000 (98.41%), error:       653.33148, best error:       546.62201 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 728.2922973633s, input_fired_time: 9.8241348267, output_fired_time: 10.7040071487, propagate_forward_time: 281.7105712891, propagate_backward_time: 415.3244628906, weight_update_time: 0.5639368892, other_time: 10.7291259766
epoch time: 60.9596900940s, input_fired_time: 1.5426936150, output_fired_time: 0.0000000000, propagate_forward_time: 57.6354789734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7815170288
validation[          , genome 13263] predictions:    9828/  10000 (98.28%), best:    9841/10000 (98.41%), error:       569.92206, best error:       546.62201 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 752.2064208984s, input_fired_time: 12.2363166809, output_fired_time: 10.1650733948, propagate_forward_time: 286.9838256836, propagate_backward_time: 431.6955566406, weight_update_time: 0.8425028324, other_time: 11.1256103516
epoch time: 65.4599075317s, input_fired_time: 1.1615581512, output_fired_time: 0.0000000000, propagate_forward_time: 62.4076118469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8907356262
validation[          , genome 13263] predictions:    9810/  10000 (98.10%), best:    9841/10000 (98.41%), error:       637.52716, best error:       546.62201 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 784.8948364258s, input_fired_time: 11.0975284576, output_fired_time: 9.4313335419, propagate_forward_time: 305.0922851563, propagate_backward_time: 445.5657958984, weight_update_time: 0.8417507410, other_time: 13.7078857422
epoch time: 70.1457519531s, input_fired_time: 1.5209256411, output_fired_time: 0.0000000000, propagate_forward_time: 66.6706466675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9541778564
validation[          , genome 13263] predictions:    9829/  10000 (98.29%), best:    9841/10000 (98.41%), error:       584.77795, best error:       546.62201 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 803.9453125000s, input_fired_time: 12.1367359161, output_fired_time: 11.8333826065, propagate_forward_time: 307.5326232910, propagate_backward_time: 459.2748718262, weight_update_time: 0.6102433205, other_time: 13.1677246094
epoch time: 67.1143798828s, input_fired_time: 1.3640489578, output_fired_time: 0.0000000000, propagate_forward_time: 62.7656478882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9846801758
validation[          , genome 13263] predictions:    9841/  10000 (98.41%), best:    9841/10000 (98.41%), error:       585.56921, best error:       546.62201 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 800.7455444336s, input_fired_time: 12.0687885284, output_fired_time: 12.0756597519, propagate_forward_time: 306.6238098145, propagate_backward_time: 458.3159790039, weight_update_time: 0.6075721383, other_time: 11.6612854004
epoch time: 67.3856887817s, input_fired_time: 1.6190035343, output_fired_time: 0.0000000000, propagate_forward_time: 63.5805816650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1861038208
validation[          , genome 13263] predictions:    9835/  10000 (98.35%), best:    9841/10000 (98.41%), error:       577.17133, best error:       546.62201 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 816.0579833984s, input_fired_time: 11.2127370834, output_fired_time: 11.0507602692, propagate_forward_time: 319.7698364258, propagate_backward_time: 461.5989379883, weight_update_time: 0.6242302656, other_time: 12.4257202148
epoch time: 68.1040573120s, input_fired_time: 1.3844575882, output_fired_time: 0.0000000000, propagate_forward_time: 64.8104171753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9091796875
validation[          , genome 13263] predictions:    9828/  10000 (98.28%), best:    9841/10000 (98.41%), error:       614.02869, best error:       546.62201 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 822.5148925781s, input_fired_time: 12.9991178513, output_fired_time: 12.0642328262, propagate_forward_time: 313.3243713379, propagate_backward_time: 472.4272460938, weight_update_time: 0.9205390811, other_time: 11.6999206543
epoch time: 65.0584716797s, input_fired_time: 1.0699679852, output_fired_time: 0.0000000000, propagate_forward_time: 61.8270378113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1614646912
validation[          , genome 13263] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       535.91400, best error:       535.91400 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 818.4923095703s, input_fired_time: 12.2291336060, output_fired_time: 12.0027599335, propagate_forward_time: 315.1128845215, propagate_backward_time: 466.7855224609, weight_update_time: 0.5761005282, other_time: 12.3620300293
epoch time: 68.9080886841s, input_fired_time: 1.6521399021, output_fired_time: 0.0000000000, propagate_forward_time: 64.7231674194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5327835083
validation[          , genome 13263] predictions:    9823/  10000 (98.23%), best:    9843/10000 (98.43%), error:       579.02612, best error:       535.91400 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 830.6306762695s, input_fired_time: 11.8296308517, output_fired_time: 10.1673851013, propagate_forward_time: 319.5175781250, propagate_backward_time: 475.9225158691, weight_update_time: 0.5755207539, other_time: 13.1935729980
epoch time: 69.9047927856s, input_fired_time: 1.5065562725, output_fired_time: 0.0000000000, propagate_forward_time: 66.2335586548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1646804810
validation[          , genome 13263] predictions:    9837/  10000 (98.37%), best:    9843/10000 (98.43%), error:       551.70575, best error:       535.91400 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 821.8978881836s, input_fired_time: 12.4875211716, output_fired_time: 10.1332263947, propagate_forward_time: 319.4212341309, propagate_backward_time: 468.6240844727, weight_update_time: 0.5768539310, other_time: 11.2317810059
epoch time: 67.0132217407s, input_fired_time: 1.7308398485, output_fired_time: 0.0000000000, propagate_forward_time: 63.2214584351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0609207153
validation[          , genome 13263] predictions:    9797/  10000 (97.97%), best:    9843/10000 (98.43%), error:       694.85687, best error:       535.91400 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 837.1174926758s, input_fired_time: 12.1441621780, output_fired_time: 11.0961894989, propagate_forward_time: 325.3253784180, propagate_backward_time: 476.0545654297, weight_update_time: 0.5947797298, other_time: 12.4971923828
epoch time: 66.8344345093s, input_fired_time: 1.6802296638, output_fired_time: 0.0000000000, propagate_forward_time: 62.9946746826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1595306396
validation[          , genome 13263] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       528.90454, best error:       528.90454 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 843.1936645508s, input_fired_time: 12.7430114746, output_fired_time: 10.6408967972, propagate_forward_time: 318.5734252930, propagate_backward_time: 489.1155700684, weight_update_time: 0.7793434858, other_time: 12.1208190918
epoch time: 69.4024734497s, input_fired_time: 1.9113546610, output_fired_time: 0.0000000000, propagate_forward_time: 64.5884552002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9026641846
validation[          , genome 13263] predictions:    9831/  10000 (98.31%), best:    9843/10000 (98.43%), error:       602.72711, best error:       528.90454 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 813.0291748047s, input_fired_time: 12.0908241272, output_fired_time: 12.2654886246, propagate_forward_time: 313.5492553711, propagate_backward_time: 464.4130554199, weight_update_time: 0.9517376423, other_time: 10.7105407715
epoch time: 67.4351730347s, input_fired_time: 1.1957075596, output_fired_time: 0.0000000000, propagate_forward_time: 64.5898284912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6496353149
validation[          , genome 13263] predictions:    9825/  10000 (98.25%), best:    9843/10000 (98.43%), error:       611.63885, best error:       528.90454 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 826.3218994141s, input_fired_time: 12.5393171310, output_fired_time: 10.5946760178, propagate_forward_time: 316.7761840820, propagate_backward_time: 472.8634338379, weight_update_time: 0.5772013664, other_time: 13.5483093262
epoch time: 66.4269256592s, input_fired_time: 1.4180713892, output_fired_time: 0.0000000000, propagate_forward_time: 63.3799209595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6289367676
validation[          , genome 13263] predictions:    9826/  10000 (98.26%), best:    9843/10000 (98.43%), error:       578.71838, best error:       528.90454 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 819.2970581055s, input_fired_time: 12.7602357864, output_fired_time: 11.5155105591, propagate_forward_time: 312.3274536133, propagate_backward_time: 470.3484802246, weight_update_time: 0.6270686388, other_time: 12.3453674316
epoch time: 68.0762634277s, input_fired_time: 1.2649450302, output_fired_time: 0.0000000000, propagate_forward_time: 64.2433395386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5679779053
validation[          , genome 13263] predictions:    9811/  10000 (98.11%), best:    9843/10000 (98.43%), error:       667.30670, best error:       528.90454 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 821.4013671875s, input_fired_time: 13.6069049835, output_fired_time: 11.7175579071, propagate_forward_time: 311.2315673828, propagate_backward_time: 472.0224609375, weight_update_time: 1.4212439060, other_time: 12.8228759766
epoch time: 68.4144592285s, input_fired_time: 1.2636967897, output_fired_time: 0.0000000000, propagate_forward_time: 64.6540832520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4966812134
validation[          , genome 13263] predictions:    9841/  10000 (98.41%), best:    9843/10000 (98.43%), error:       574.57031, best error:       528.90454 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 801.3915405273s, input_fired_time: 11.8401832581, output_fired_time: 12.0648422241, propagate_forward_time: 305.8655090332, propagate_backward_time: 458.3172302246, weight_update_time: 0.6081199050, other_time: 13.3037719727
epoch time: 67.3849639893s, input_fired_time: 1.4963395596, output_fired_time: 0.0000000000, propagate_forward_time: 64.0429382324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8456878662
validation[          , genome 13263] predictions:    9852/  10000 (98.52%), best:    9843/10000 (98.43%), error:       557.48486, best error:       528.90454 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 800.4346313477s, input_fired_time: 11.8068218231, output_fired_time: 10.7668714523, propagate_forward_time: 309.5405883789, propagate_backward_time: 456.3032226563, weight_update_time: 0.8269248009, other_time: 12.0171508789
epoch time: 67.5782546997s, input_fired_time: 1.9028676748, output_fired_time: 0.0000000000, propagate_forward_time: 63.7851448059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8902397156
validation[          , genome 13263] predictions:    9820/  10000 (98.20%), best:    9843/10000 (98.43%), error:       650.59106, best error:       528.90454 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 820.6599731445s, input_fired_time: 12.4600839615, output_fired_time: 10.7362041473, propagate_forward_time: 316.2279357910, propagate_backward_time: 467.6916503906, weight_update_time: 0.5767310262, other_time: 13.5440979004
epoch time: 67.0512924194s, input_fired_time: 1.3709962368, output_fired_time: 0.0000000000, propagate_forward_time: 63.5260162354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1542816162
validation[          , genome 13263] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       564.19666, best error:       528.90454 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 810.2250366211s, input_fired_time: 12.2746763229, output_fired_time: 10.6787376404, propagate_forward_time: 310.7353820801, propagate_backward_time: 463.8654479980, weight_update_time: 0.6230055690, other_time: 12.6708374023
epoch time: 67.8874206543s, input_fired_time: 1.1533292532, output_fired_time: 0.0000000000, propagate_forward_time: 64.7918701172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9422225952
validation[          , genome 13263] predictions:    9846/  10000 (98.46%), best:    9843/10000 (98.43%), error:       594.13104, best error:       528.90454 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 791.5257568359s, input_fired_time: 13.4638195038, output_fired_time: 12.4543113708, propagate_forward_time: 303.8945922852, propagate_backward_time: 450.5139465332, weight_update_time: 1.0766746998, other_time: 11.1991271973
epoch time: 66.1774520874s, input_fired_time: 1.6061766148, output_fired_time: 0.0000000000, propagate_forward_time: 62.9585075378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6127662659
validation[          , genome 13263] predictions:    9848/  10000 (98.48%), best:    9843/10000 (98.43%), error:       567.70874, best error:       528.90454 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 784.2723999023s, input_fired_time: 11.2306327820, output_fired_time: 11.5330057144, propagate_forward_time: 302.2615661621, propagate_backward_time: 446.0775451660, weight_update_time: 0.8267149329, other_time: 13.1696166992
epoch time: 65.8711929321s, input_fired_time: 1.5945708752, output_fired_time: 0.0000000000, propagate_forward_time: 62.3456840515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9309349060
validation[          , genome 13263] predictions:    9836/  10000 (98.36%), best:    9843/10000 (98.43%), error:       562.80872, best error:       528.90454 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 767.7449951172s, input_fired_time: 11.4952096939, output_fired_time: 9.4749565125, propagate_forward_time: 300.4034118652, propagate_backward_time: 434.3595581055, weight_update_time: 0.5767115951, other_time: 12.0118103027
epoch time: 62.8233489990s, input_fired_time: 1.3270384073, output_fired_time: 0.0000000000, propagate_forward_time: 59.4282913208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0680198669
validation[          , genome 13263] predictions:    9821/  10000 (98.21%), best:    9843/10000 (98.43%), error:       618.37463, best error:       528.90454 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 743.0419921875s, input_fired_time: 10.7203836441, output_fired_time: 10.8530540466, propagate_forward_time: 285.6552429199, propagate_backward_time: 424.4956665039, weight_update_time: 0.5721854568, other_time: 11.3176574707
epoch time: 60.0717277527s, input_fired_time: 1.0401026011, output_fired_time: 0.0000000000, propagate_forward_time: 57.2549934387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7766304016
validation[          , genome 13263] predictions:    9830/  10000 (98.30%), best:    9843/10000 (98.43%), error:       584.44934, best error:       528.90454 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 734.7608642578s, input_fired_time: 12.8902177811, output_fired_time: 9.7161874771, propagate_forward_time: 281.0299377441, propagate_backward_time: 419.6179199219, weight_update_time: 0.8174132705, other_time: 11.5066223145
epoch time: 60.1971130371s, input_fired_time: 1.7969504595, output_fired_time: 0.0000000000, propagate_forward_time: 56.3801155090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0200462341
validation[          , genome 13263] predictions:    9831/  10000 (98.31%), best:    9843/10000 (98.43%), error:       619.36877, best error:       528.90454 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 727.1117553711s, input_fired_time: 11.0814495087, output_fired_time: 10.4823884964, propagate_forward_time: 277.4333801270, propagate_backward_time: 416.8915405273, weight_update_time: 0.5669956803, other_time: 11.2230529785
epoch time: 60.9749145508s, input_fired_time: 1.3032921553, output_fired_time: 0.0000000000, propagate_forward_time: 58.1391296387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5324935913
validation[          , genome 13263] predictions:    9847/  10000 (98.47%), best:    9843/10000 (98.43%), error:       582.37994, best error:       528.90454 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 728.3026123047s, input_fired_time: 12.0747985840, output_fired_time: 10.3974103928, propagate_forward_time: 275.5054321289, propagate_backward_time: 416.8402404785, weight_update_time: 0.5677705407, other_time: 13.4847106934
epoch time: 58.8910064697s, input_fired_time: 1.5287063122, output_fired_time: 0.0000000000, propagate_forward_time: 55.5985908508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7637100220
validation[          , genome 13263] predictions:    9831/  10000 (98.31%), best:    9843/10000 (98.43%), error:       604.42090, best error:       528.90454 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 721.6209106445s, input_fired_time: 12.5460157394, output_fired_time: 9.3115797043, propagate_forward_time: 277.8182067871, propagate_backward_time: 411.2505493164, weight_update_time: 0.5632281303, other_time: 10.6945495605
epoch time: 59.4748725891s, input_fired_time: 1.7848520279, output_fired_time: 0.0000000000, propagate_forward_time: 55.9201011658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7699203491
validation[          , genome 13263] predictions:    9823/  10000 (98.23%), best:    9843/10000 (98.43%), error:       596.52765, best error:       528.90454 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 721.0034790039s, input_fired_time: 10.7680673599, output_fired_time: 10.0989170074, propagate_forward_time: 277.8769531250, propagate_backward_time: 410.3654174805, weight_update_time: 0.8097466826, other_time: 11.8941040039
epoch time: 59.3968696594s, input_fired_time: 1.7817655802, output_fired_time: 0.0000000000, propagate_forward_time: 55.3463668823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2687377930
validation[          , genome 13263] predictions:    9813/  10000 (98.13%), best:    9843/10000 (98.43%), error:       643.19232, best error:       528.90454 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 726.7742309570s, input_fired_time: 10.3144197464, output_fired_time: 10.1784706116, propagate_forward_time: 276.8038940430, propagate_backward_time: 417.2006835938, weight_update_time: 0.5637000203, other_time: 12.2767944336
epoch time: 61.1317329407s, input_fired_time: 1.3044735193, output_fired_time: 0.0000000000, propagate_forward_time: 57.7892723083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0379867554
validation[          , genome 13263] predictions:    9820/  10000 (98.20%), best:    9843/10000 (98.43%), error:       630.37854, best error:       528.90454 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 729.3405761719s, input_fired_time: 11.0808811188, output_fired_time: 8.8961277008, propagate_forward_time: 277.7247314453, propagate_backward_time: 420.1575622559, weight_update_time: 1.0665671825, other_time: 11.4812927246
epoch time: 59.2503929138s, input_fired_time: 1.2808595896, output_fired_time: 0.0000000000, propagate_forward_time: 56.4589424133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5105895996
validation[          , genome 13263] predictions:    9832/  10000 (98.32%), best:    9843/10000 (98.43%), error:       604.27148, best error:       528.90454 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 723.2135009766s, input_fired_time: 9.8074665070, output_fired_time: 8.8594884872, propagate_forward_time: 277.2023315430, propagate_backward_time: 416.1808471680, weight_update_time: 0.8112766743, other_time: 11.1633300781
epoch time: 60.1727905273s, input_fired_time: 1.2926278114, output_fired_time: 0.0000000000, propagate_forward_time: 56.3583145142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5218467712
validation[          , genome 13263] predictions:    9847/  10000 (98.47%), best:    9843/10000 (98.43%), error:       574.38672, best error:       528.90454 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 720.4574584961s, input_fired_time: 11.7709045410, output_fired_time: 9.5921297073, propagate_forward_time: 270.5537719727, propagate_backward_time: 416.8745422363, weight_update_time: 0.5620258451, other_time: 11.6661071777
epoch time: 60.4870986938s, input_fired_time: 1.2990468740, output_fired_time: 0.0000000000, propagate_forward_time: 56.8746910095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3133621216
validation[          , genome 13263] predictions:    9838/  10000 (98.38%), best:    9843/10000 (98.43%), error:       591.29437, best error:       528.90454 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 728.9327392578s, input_fired_time: 10.8318052292, output_fired_time: 10.4224681854, propagate_forward_time: 283.0489807129, propagate_backward_time: 414.6443176270, weight_update_time: 0.5648900867, other_time: 9.9851684570
epoch time: 59.9953079224s, input_fired_time: 1.5392068624, output_fired_time: 0.0000000000, propagate_forward_time: 56.1662979126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2898025513
validation[          , genome 13263] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       590.95215, best error:       528.90454 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 730.8128051758s, input_fired_time: 11.6347389221, output_fired_time: 10.2183227539, propagate_forward_time: 282.3454895020, propagate_backward_time: 415.3563232422, weight_update_time: 1.0683045387, other_time: 11.2579040527
epoch time: 61.5711097717s, input_fired_time: 1.3096218109, output_fired_time: 0.0000000000, propagate_forward_time: 58.2193374634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0421524048
validation[          , genome 13263] predictions:    9848/  10000 (98.48%), best:    9843/10000 (98.43%), error:       585.74786, best error:       528.90454 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 731.4015502930s, input_fired_time: 12.4032688141, output_fired_time: 9.1539335251, propagate_forward_time: 280.9777526855, propagate_backward_time: 416.8672180176, weight_update_time: 0.8174306154, other_time: 11.9993896484
epoch time: 62.5040550232s, input_fired_time: 1.0732454062, output_fired_time: 0.0000000000, propagate_forward_time: 59.6169662476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8138427734
validation[          , genome 13263] predictions:    9847/  10000 (98.47%), best:    9843/10000 (98.43%), error:       564.75665, best error:       528.90454 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 754.3555297852s, input_fired_time: 12.0414152145, output_fired_time: 10.1366672516, propagate_forward_time: 290.2784118652, propagate_backward_time: 429.9964904785, weight_update_time: 0.5774950981, other_time: 11.9025268555
epoch time: 62.4628448486s, input_fired_time: 1.3228493929, output_fired_time: 0.0000000000, propagate_forward_time: 59.3281784058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8118171692
validation[          , genome 13263] predictions:    9834/  10000 (98.34%), best:    9843/10000 (98.43%), error:       597.45416, best error:       528.90454 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 772.9437866211s, input_fired_time: 11.8465957642, output_fired_time: 9.2575311661, propagate_forward_time: 295.3289794922, propagate_backward_time: 444.2399597168, weight_update_time: 0.8577044010, other_time: 12.2707214355
epoch time: 67.2338943481s, input_fired_time: 1.3420145512, output_fired_time: 0.0000000000, propagate_forward_time: 63.5288429260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3630332947
validation[          , genome 13263] predictions:    9820/  10000 (98.20%), best:    9843/10000 (98.43%), error:       671.18292, best error:       528.90454 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 809.7066650391s, input_fired_time: 12.8981180191, output_fired_time: 13.3530998230, propagate_forward_time: 311.0461730957, propagate_backward_time: 459.3495788574, weight_update_time: 0.8267416954, other_time: 13.0596923828
epoch time: 67.1764678955s, input_fired_time: 1.6706136465, output_fired_time: 0.0000000000, propagate_forward_time: 63.9368438721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5690078735
validation[          , genome 13263] predictions:    9826/  10000 (98.26%), best:    9843/10000 (98.43%), error:       614.78870, best error:       528.90454 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 822.9661865234s, input_fired_time: 14.9544658661, output_fired_time: 11.8395566940, propagate_forward_time: 315.8734130859, propagate_backward_time: 469.6086730957, weight_update_time: 0.6234624982, other_time: 10.6900939941
epoch time: 66.6409530640s, input_fired_time: 2.1552026272, output_fired_time: 0.0000000000, propagate_forward_time: 62.7866134644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6991348267
validation[          , genome 13263] predictions:    9816/  10000 (98.16%), best:    9843/10000 (98.43%), error:       646.96930, best error:       528.90454 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 773.2867431641s, input_fired_time: 11.2106275558, output_fired_time: 12.1054029465, propagate_forward_time: 297.9129943848, propagate_backward_time: 440.4274902344, weight_update_time: 0.8397194743, other_time: 11.6302185059
epoch time: 61.1480140686s, input_fired_time: 1.3059635162, output_fired_time: 0.0000000000, propagate_forward_time: 58.3023262024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5397224426
validation[          , genome 13263] predictions:    9834/  10000 (98.34%), best:    9843/10000 (98.43%), error:       598.33789, best error:       528.90454 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 733.1504516602s, input_fired_time: 11.1320934296, output_fired_time: 10.1684885025, propagate_forward_time: 280.3007507324, propagate_backward_time: 418.7963256836, weight_update_time: 1.3168941736, other_time: 12.7527770996
epoch time: 59.7303466797s, input_fired_time: 1.0351641178, output_fired_time: 0.0000000000, propagate_forward_time: 56.6746292114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0205535889
validation[          , genome 13263] predictions:    9816/  10000 (98.16%), best:    9843/10000 (98.43%), error:       627.64557, best error:       528.90454 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 721.7517089844s, input_fired_time: 10.3033781052, output_fired_time: 10.2958803177, propagate_forward_time: 276.4150390625, propagate_backward_time: 413.5596008301, weight_update_time: 0.5623855591, other_time: 11.1777648926
epoch time: 59.8545913696s, input_fired_time: 1.5390132666, output_fired_time: 0.0000000000, propagate_forward_time: 55.7905769348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5250015259
validation[          , genome 13263] predictions:    9838/  10000 (98.38%), best:    9843/10000 (98.43%), error:       602.12097, best error:       528.90454 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 728.0937500000s, input_fired_time: 10.5947093964, output_fired_time: 10.1587896347, propagate_forward_time: 281.7538757324, propagate_backward_time: 415.0746154785, weight_update_time: 0.5681123137, other_time: 10.5117187500
epoch time: 60.3547172546s, input_fired_time: 1.0499144793, output_fired_time: 0.0000000000, propagate_forward_time: 57.2727508545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0320510864
validation[          , genome 13263] predictions:    9831/  10000 (98.31%), best:    9843/10000 (98.43%), error:       604.04364, best error:       528.90454 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 726.5776367188s, input_fired_time: 11.3672380447, output_fired_time: 10.8803739548, propagate_forward_time: 278.8943481445, propagate_backward_time: 413.9845886230, weight_update_time: 0.5641916990, other_time: 11.4510803223
epoch time: 59.4951705933s, input_fired_time: 1.7850773335, output_fired_time: 0.0000000000, propagate_forward_time: 55.6928901672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0172042847
validation[          , genome 13263] predictions:    9819/  10000 (98.19%), best:    9843/10000 (98.43%), error:       628.56006, best error:       528.90454 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 719.9524536133s, input_fired_time: 10.2864046097, output_fired_time: 11.5656538010, propagate_forward_time: 276.9652404785, propagate_backward_time: 410.7262573242, weight_update_time: 0.8112136126, other_time: 10.4089050293
epoch time: 59.0867729187s, input_fired_time: 1.7797895670, output_fired_time: 0.0000000000, propagate_forward_time: 55.0458946228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2610893250
validation[          , genome 13263] predictions:    9840/  10000 (98.40%), best:    9843/10000 (98.43%), error:       604.72668, best error:       528.90454 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 724.0963134766s, input_fired_time: 11.8201351166, output_fired_time: 10.1151323318, propagate_forward_time: 277.1305236816, propagate_backward_time: 414.0812988281, weight_update_time: 0.8144744039, other_time: 10.9492492676
epoch time: 62.4505348206s, input_fired_time: 1.0714123249, output_fired_time: 0.0000000000, propagate_forward_time: 59.3246078491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0545158386
validation[          , genome 13263] predictions:    9840/  10000 (98.40%), best:    9843/10000 (98.43%), error:       599.34326, best error:       528.90454 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 754.5751342773s, input_fired_time: 12.0301952362, output_fired_time: 11.1588506699, propagate_forward_time: 292.5259704590, propagate_backward_time: 427.6979064941, weight_update_time: 0.5764482021, other_time: 11.1621704102
epoch time: 63.3722343445s, input_fired_time: 1.0946360826, output_fired_time: 0.0000000000, propagate_forward_time: 60.2132835388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0643157959
validation[          , genome 13263] predictions:    9835/  10000 (98.35%), best:    9843/10000 (98.43%), error:       602.94208, best error:       528.90454 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 767.2800292969s, input_fired_time: 13.4067869186, output_fired_time: 10.3895206451, propagate_forward_time: 293.1197204590, propagate_backward_time: 439.8876037598, weight_update_time: 0.5772072673, other_time: 10.4763793945
epoch time: 62.5427055359s, input_fired_time: 1.8346073627, output_fired_time: 0.0000000000, propagate_forward_time: 58.3938179016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3142814636
validation[          , genome 13263] predictions:    9830/  10000 (98.30%), best:    9843/10000 (98.43%), error:       599.00659, best error:       528.90454 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 754.7894897461s, input_fired_time: 13.2746820450, output_fired_time: 10.6200475693, propagate_forward_time: 288.2391967773, propagate_backward_time: 430.9537963867, weight_update_time: 0.8278018832, other_time: 11.7017822266
epoch time: 62.8709793091s, input_fired_time: 1.3269375563, output_fired_time: 0.0000000000, propagate_forward_time: 59.7381706238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8058700562
validation[          , genome 13263] predictions:    9837/  10000 (98.37%), best:    9843/10000 (98.43%), error:       612.13989, best error:       528.90454 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 743.2635498047s, input_fired_time: 10.6830940247, output_fired_time: 11.0245323181, propagate_forward_time: 287.0321044922, propagate_backward_time: 421.6907348633, weight_update_time: 1.0724340677, other_time: 12.8330688477
epoch time: 62.8505401611s, input_fired_time: 2.5786869526, output_fired_time: 0.0000000000, propagate_forward_time: 58.6960754395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5757789612
validation[          , genome 13263] predictions:    9836/  10000 (98.36%), best:    9843/10000 (98.43%), error:       637.14569, best error:       528.90454 on epoch:    60, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 321.6303100586s, input_fired_time: 7.0120916367, output_fired_time: 0.0000000000, propagate_forward_time: 303.5243835449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.0938415527
best training[          , genome 13263] predictions:   49963/  50000 (99.93%), best:    9843/10000 (98.43%), error:       323.09494, best error:       528.90454 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 68.2854919434s, input_fired_time: 1.6287035942, output_fired_time: 0.0000000000, propagate_forward_time: 65.0075378418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6492538452
   testing[          , genome 13263] predictions:    9851/  10000 (98.51%), best:    9843/10000 (98.43%), error:       527.52203, best error:       528.90454 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:28:29 (4052): called boinc_finish(0)

</stderr_txt>
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