Nameexact_genome_1534504202_163_11106_2
Workunit3920607
Created22 Aug 2018, 23:13:37 UTC
Sent23 Aug 2018, 1:34:58 UTC
Report deadline27 Feb 2019, 8:31:11 UTC
Received28 Aug 2018, 13:38:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time4 days 22 hours 26 min 6 sec
CPU time4 days 21 hours 58 min 46 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size593.75 MB
Peak swap size613.68 MB
Peak disk usage15.53 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
100, mu: 0.7740833759, learning_rate: 0.0000822427, weight_decay: 0.0001963094

epoch time: 4372.1899414063s, input_fired_time: 53.4034843445, output_fired_time: 26.2303028107, propagate_forward_time: 1662.5587158203, propagate_backward_time: 2597.2368164063, weight_update_time: 1.2517781258, other_time: 32.7607421875
epoch time: 343.3013305664s, input_fired_time: 3.7245948315, output_fired_time: 0.0000000000, propagate_forward_time: 334.0275268555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5491943359
validation[          , genome 11106] predictions:    6194/  10000 (61.94%), best:    6194/10000 (61.94%), error:     11124.50684, best error:     11124.50684 on epoch:    16, epoch:   16/100, mu: 0.7858971953, learning_rate: 0.0000769133, weight_decay: 0.0001852229

epoch time: 4377.4570312500s, input_fired_time: 58.2677726746, output_fired_time: 27.1257133484, propagate_forward_time: 1645.1140136719, propagate_backward_time: 2612.2624511719, weight_update_time: 2.2121825218, other_time: 34.6875000000
epoch time: 339.0276489258s, input_fired_time: 4.7065968513, output_fired_time: 0.0000000000, propagate_forward_time: 326.8559570313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.4650878906
validation[          , genome 11106] predictions:    6010/  10000 (60.10%), best:    6194/10000 (61.94%), error:     11591.94238, best error:     11124.50684 on epoch:    16, epoch:   17/100, mu: 0.7970646620, learning_rate: 0.0000719293, weight_decay: 0.0001747626

epoch time: 4352.2895507813s, input_fired_time: 55.1349182129, output_fired_time: 27.0852394104, propagate_forward_time: 1641.6136474609, propagate_backward_time: 2595.0517578125, weight_update_time: 1.1930681467, other_time: 33.4038085938
epoch time: 346.8319091797s, input_fired_time: 3.7603626251, output_fired_time: 0.0000000000, propagate_forward_time: 336.4691162109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.6024169922
validation[          , genome 11106] predictions:    5963/  10000 (59.63%), best:    6194/10000 (61.94%), error:     11702.29102, best error:     11124.50684 on epoch:    16, epoch:   18/100, mu: 0.8076211214, learning_rate: 0.0000672682, weight_decay: 0.0001648930

epoch time: 4335.7348632813s, input_fired_time: 54.7008476257, output_fired_time: 25.1147193909, propagate_forward_time: 1618.8195800781, propagate_backward_time: 2603.9736328125, weight_update_time: 1.1888806820, other_time: 33.1262207031
epoch time: 333.6035766602s, input_fired_time: 3.6366362572, output_fired_time: 0.0000000000, propagate_forward_time: 323.6223144531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.3446350098
validation[          , genome 11106] predictions:    6173/  10000 (61.73%), best:    6194/10000 (61.94%), error:     11164.65332, best error:     11124.50684 on epoch:    16, epoch:   19/100, mu: 0.8175999522, learning_rate: 0.0000629092, weight_decay: 0.0001555807

epoch time: 4343.2553710938s, input_fired_time: 53.2542610168, output_fired_time: 26.1366539001, propagate_forward_time: 1645.8891601563, propagate_backward_time: 2583.8542480469, weight_update_time: 1.1838102341, other_time: 34.1208496094
epoch time: 345.2004089355s, input_fired_time: 3.7931559086, output_fired_time: 0.0000000000, propagate_forward_time: 335.7924804688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.6147766113
validation[          , genome 11106] predictions:    6115/  10000 (61.15%), best:    6194/10000 (61.94%), error:     11190.88770, best error:     11124.50684 on epoch:    16, epoch:   20/100, mu: 0.8270328045, learning_rate: 0.0000588327, weight_decay: 0.0001467944

epoch time: 4322.3803710938s, input_fired_time: 56.9325485229, output_fired_time: 24.0101261139, propagate_forward_time: 1629.0212402344, propagate_backward_time: 2581.1862792969, weight_update_time: 1.1873263121, other_time: 31.2299804688
epoch time: 343.1362915039s, input_fired_time: 3.7447173595, output_fired_time: 0.0000000000, propagate_forward_time: 333.9908142090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4007568359
validation[          , genome 11106] predictions:    6243/  10000 (62.43%), best:    6243/10000 (62.43%), error:     10892.54785, best error:     10892.54785 on epoch:    21, epoch:   21/100, mu: 0.8359495401, learning_rate: 0.0000550203, weight_decay: 0.0001385043

epoch time: 4335.4555664063s, input_fired_time: 53.1673583984, output_fired_time: 25.1678638458, propagate_forward_time: 1644.3172607422, propagate_backward_time: 2577.6879882813, weight_update_time: 1.1807729006, other_time: 35.1147460938
epoch time: 344.7532958984s, input_fired_time: 3.7900023460, output_fired_time: 0.0000000000, propagate_forward_time: 335.5039062500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4593811035
validation[          , genome 11106] predictions:    6138/  10000 (61.38%), best:    6243/10000 (62.43%), error:     11189.83398, best error:     10892.54785 on epoch:    21, epoch:   22/100, mu: 0.8443784118, learning_rate: 0.0000514550, weight_decay: 0.0001306823

epoch time: 4364.4443359375s, input_fired_time: 56.3923377991, output_fired_time: 24.1600151062, propagate_forward_time: 1653.5657958984, propagate_backward_time: 2595.9223632813, weight_update_time: 1.1850112677, other_time: 34.4033203125
epoch time: 339.7509765625s, input_fired_time: 4.7230920792, output_fired_time: 0.0000000000, propagate_forward_time: 327.5070495605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5208435059
validation[          , genome 11106] predictions:    6169/  10000 (61.69%), best:    6243/10000 (62.43%), error:     11073.79688, best error:     10892.54785 on epoch:    21, epoch:   23/100, mu: 0.8523460627, learning_rate: 0.0000481206, weight_decay: 0.0001233021

epoch time: 4329.7265625000s, input_fired_time: 57.1605491638, output_fired_time: 23.8533420563, propagate_forward_time: 1645.2496337891, propagate_backward_time: 2572.2333984375, weight_update_time: 1.1996821165, other_time: 31.2294921875
epoch time: 339.8107910156s, input_fired_time: 3.7022109032, output_fired_time: 0.0000000000, propagate_forward_time: 330.5848388672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5237426758
validation[          , genome 11106] predictions:    6099/  10000 (60.99%), best:    6243/10000 (62.43%), error:     11214.59570, best error:     10892.54785 on epoch:    21, epoch:   24/100, mu: 0.8598777652, learning_rate: 0.0000450024, weight_decay: 0.0001163387

epoch time: 4330.3901367188s, input_fired_time: 52.3636322021, output_fired_time: 27.0139732361, propagate_forward_time: 1641.0845947266, propagate_backward_time: 2578.7229003906, weight_update_time: 1.1827590466, other_time: 31.2048339844
epoch time: 341.5473632813s, input_fired_time: 4.7096104622, output_fired_time: 0.0000000000, propagate_forward_time: 331.5296325684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3081054688
validation[          , genome 11106] predictions:    6188/  10000 (61.88%), best:    6243/10000 (62.43%), error:     11062.60352, best error:     10892.54785 on epoch:    21, epoch:   25/100, mu: 0.8669973612, learning_rate: 0.0000420862, weight_decay: 0.0001097686

epoch time: 4330.9228515625s, input_fired_time: 56.4490470886, output_fired_time: 23.0446262360, propagate_forward_time: 1650.3980712891, propagate_backward_time: 2566.9885253906, weight_update_time: 1.1813744307, other_time: 34.0427246094
epoch time: 338.4961242676s, input_fired_time: 4.7250633240, output_fired_time: 0.0000000000, propagate_forward_time: 328.3917236328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3793334961
validation[          , genome 11106] predictions:    6200/  10000 (62.00%), best:    6243/10000 (62.43%), error:     11180.47852, best error:     10892.54785 on epoch:    21, epoch:   26/100, mu: 0.8737274408, learning_rate: 0.0000393590, weight_decay: 0.0001035695

epoch time: 4337.8002929688s, input_fired_time: 56.2680969238, output_fired_time: 28.1720600128, propagate_forward_time: 1640.1979980469, propagate_backward_time: 2582.0393066406, weight_update_time: 1.1944937706, other_time: 31.1230468750
epoch time: 335.7243957520s, input_fired_time: 3.7064249516, output_fired_time: 0.0000000000, propagate_forward_time: 326.4319458008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5860290527
validation[          , genome 11106] predictions:    6344/  10000 (63.44%), best:    6344/10000 (63.44%), error:     10759.75781, best error:     10759.75781 on epoch:    27, epoch:   27/100, mu: 0.8800892830, learning_rate: 0.0000368085, weight_decay: 0.0000977204

epoch time: 4360.3666992188s, input_fired_time: 56.4769020081, output_fired_time: 25.3106899261, propagate_forward_time: 1651.9870605469, propagate_backward_time: 2589.8696289063, weight_update_time: 1.1850146055, other_time: 36.7224121094
epoch time: 345.0533142090s, input_fired_time: 3.8374602795, output_fired_time: 0.0000000000, propagate_forward_time: 335.5504150391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.6654357910
validation[          , genome 11106] predictions:    6141/  10000 (61.41%), best:    6344/10000 (63.44%), error:     11084.79395, best error:     10759.75781 on epoch:    27, epoch:   28/100, mu: 0.8861030340, learning_rate: 0.0000344233, weight_decay: 0.0000922017

epoch time: 4330.4667968750s, input_fired_time: 55.2549438477, output_fired_time: 24.9588947296, propagate_forward_time: 1645.4578857422, propagate_backward_time: 2572.9536132813, weight_update_time: 2.0847034454, other_time: 31.8413085938
epoch time: 341.5750122070s, input_fired_time: 4.7710657120, output_fired_time: 0.0000000000, propagate_forward_time: 331.3097839355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4941711426
validation[          , genome 11106] predictions:    6337/  10000 (63.37%), best:    6337/10000 (63.37%), error:     10738.47656, best error:     10738.47656 on epoch:    29, epoch:   29/100, mu: 0.8917877674, learning_rate: 0.0000321927, weight_decay: 0.0000869947

epoch time: 4321.8413085938s, input_fired_time: 55.1539535522, output_fired_time: 25.9733676910, propagate_forward_time: 1638.8059082031, propagate_backward_time: 2570.8205566406, weight_update_time: 1.1805231571, other_time: 31.0878906250
epoch time: 335.4855651855s, input_fired_time: 6.6972570419, output_fired_time: 0.0000000000, propagate_forward_time: 323.4295654297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3587341309
validation[          , genome 11106] predictions:    6246/  10000 (62.46%), best:    6337/10000 (63.37%), error:     10830.79785, best error:     10738.47656 on epoch:    29, epoch:   30/100, mu: 0.8971614242, learning_rate: 0.0000301066, weight_decay: 0.0000820817

epoch time: 4314.1928710938s, input_fired_time: 55.2616462708, output_fired_time: 25.9598770142, propagate_forward_time: 1632.5263671875, propagate_backward_time: 2566.8916015625, weight_update_time: 1.2173546553, other_time: 33.5532226563
epoch time: 337.1207885742s, input_fired_time: 3.7010366917, output_fired_time: 0.0000000000, propagate_forward_time: 327.0201110840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.3996276855
validation[          , genome 11106] predictions:    6310/  10000 (63.10%), best:    6310/10000 (63.10%), error:     10699.78320, best error:     10699.78320 on epoch:    31, epoch:   31/100, mu: 0.9022410512, learning_rate: 0.0000281557, weight_decay: 0.0000774462

epoch time: 4335.4941406250s, input_fired_time: 57.4559860229, output_fired_time: 27.2373828888, propagate_forward_time: 1642.3980712891, propagate_backward_time: 2575.9353027344, weight_update_time: 1.1942476034, other_time: 32.4675292969
epoch time: 342.1527709961s, input_fired_time: 4.8314743042, output_fired_time: 0.0000000000, propagate_forward_time: 331.5883483887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.7329406738
validation[          , genome 11106] predictions:    6354/  10000 (63.54%), best:    6354/10000 (63.54%), error:     10504.38086, best error:     10504.38086 on epoch:    32, epoch:   32/100, mu: 0.9070427418, learning_rate: 0.0000263312, weight_decay: 0.0000730725

epoch time: 4305.3183593750s, input_fired_time: 58.3898849487, output_fired_time: 24.0581893921, propagate_forward_time: 1625.4827880859, propagate_backward_time: 2565.0285644531, weight_update_time: 1.1934001446, other_time: 32.3591308594
epoch time: 338.8962402344s, input_fired_time: 4.7243742943, output_fired_time: 0.0000000000, propagate_forward_time: 326.8912353516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.2806396484
validation[          , genome 11106] predictions:    6265/  10000 (62.65%), best:    6354/10000 (63.54%), error:     10753.02734, best error:     10504.38086 on epoch:    32, epoch:   33/100, mu: 0.9115817547, learning_rate: 0.0000246249, weight_decay: 0.0000689458

epoch time: 4290.6020507813s, input_fired_time: 54.2323493958, output_fired_time: 25.0413913727, propagate_forward_time: 1619.9604492188, propagate_backward_time: 2557.5437011719, weight_update_time: 2.1945970058, other_time: 33.8239746094
epoch time: 334.6771545410s, input_fired_time: 4.6993412971, output_fired_time: 0.0000000000, propagate_forward_time: 324.7262573242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2515563965
validation[          , genome 11106] predictions:    6394/  10000 (63.94%), best:    6354/10000 (63.54%), error:     10531.45605, best error:     10504.38086 on epoch:    32, epoch:   34/100, mu: 0.9158723950, learning_rate: 0.0000230292, weight_decay: 0.0000650521

epoch time: 4290.3730468750s, input_fired_time: 54.4113121033, output_fired_time: 25.9277191162, propagate_forward_time: 1633.6224365234, propagate_backward_time: 2543.2382812500, weight_update_time: 1.1993186474, other_time: 33.1733398438
epoch time: 332.1640930176s, input_fired_time: 4.7838640213, output_fired_time: 0.0000000000, propagate_forward_time: 322.0675354004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3126831055
validation[          , genome 11106] predictions:    6337/  10000 (63.37%), best:    6354/10000 (63.54%), error:     10525.57129, best error:     10504.38086 on epoch:    32, epoch:   35/100, mu: 0.9199282527, learning_rate: 0.0000215369, weight_decay: 0.0000613783

epoch time: 4302.0634765625s, input_fired_time: 58.2638473511, output_fired_time: 27.2294120789, propagate_forward_time: 1621.3532714844, propagate_backward_time: 2556.8374023438, weight_update_time: 2.2048087120, other_time: 38.3796386719
epoch time: 337.0101318359s, input_fired_time: 4.7460403442, output_fired_time: 0.0000000000, propagate_forward_time: 325.8518981934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.4122009277
validation[          , genome 11106] predictions:    6399/  10000 (63.99%), best:    6399/10000 (63.99%), error:     10435.94434, best error:     10435.94434 on epoch:    36, epoch:   36/100, mu: 0.9237622023, learning_rate: 0.0000201413, weight_decay: 0.0000579120

epoch time: 4347.9951171875s, input_fired_time: 55.6353378296, output_fired_time: 28.1205482483, propagate_forward_time: 1644.9979248047, propagate_backward_time: 2583.8574218750, weight_update_time: 1.1829178333, other_time: 35.3837890625
epoch time: 338.8583984375s, input_fired_time: 3.7817115784, output_fired_time: 0.0000000000, propagate_forward_time: 328.9177551270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.1589355469
validation[          , genome 11106] predictions:    6437/  10000 (64.37%), best:    6399/10000 (63.99%), error:     10437.87500, best error:     10435.94434 on epoch:    36, epoch:   37/100, mu: 0.9273864031, learning_rate: 0.0000188361, weight_decay: 0.0000546415

epoch time: 4337.5336914063s, input_fired_time: 59.5685005188, output_fired_time: 23.9485950470, propagate_forward_time: 1633.3338623047, propagate_backward_time: 2586.5124511719, weight_update_time: 1.1759057045, other_time: 34.1701660156
epoch time: 343.1596984863s, input_fired_time: 3.8026442528, output_fired_time: 0.0000000000, propagate_forward_time: 333.9848937988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3721618652
validation[          , genome 11106] predictions:    6337/  10000 (63.37%), best:    6399/10000 (63.99%), error:     10553.57715, best error:     10435.94434 on epoch:    36, epoch:   38/100, mu: 0.9308122993, learning_rate: 0.0000176155, weight_decay: 0.0000515556

epoch time: 4346.8300781250s, input_fired_time: 55.5434379578, output_fired_time: 27.0349349976, propagate_forward_time: 1640.6348876953, propagate_backward_time: 2592.4763183594, weight_update_time: 1.1843692064, other_time: 31.1403808594
epoch time: 337.5835266113s, input_fired_time: 3.7542052269, output_fired_time: 0.0000000000, propagate_forward_time: 326.2939147949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5354003906
validation[          , genome 11106] predictions:    6421/  10000 (64.21%), best:    6421/10000 (64.21%), error:     10378.62012, best error:     10378.62012 on epoch:    39, epoch:   39/100, mu: 0.9340507388, learning_rate: 0.0000164740, weight_decay: 0.0000486440

epoch time: 4346.2895507813s, input_fired_time: 51.3380928040, output_fired_time: 26.9756622314, propagate_forward_time: 1655.4610595703, propagate_backward_time: 2580.3415527344, weight_update_time: 1.1837167740, other_time: 32.1735839844
epoch time: 339.4342651367s, input_fired_time: 3.7375500202, output_fired_time: 0.0000000000, propagate_forward_time: 330.5628662109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1338500977
validation[          , genome 11106] predictions:    6377/  10000 (63.77%), best:    6421/10000 (64.21%), error:     10513.31250, best error:     10378.62012 on epoch:    39, epoch:   40/100, mu: 0.9371119738, learning_rate: 0.0000154065, weight_decay: 0.0000458969

epoch time: 4335.6079101563s, input_fired_time: 55.5360488892, output_fired_time: 28.0711975098, propagate_forward_time: 1641.5803222656, propagate_backward_time: 2576.4443359375, weight_update_time: 1.1971691847, other_time: 33.9758300781
epoch time: 334.1984863281s, input_fired_time: 3.7208359241, output_fired_time: 0.0000000000, propagate_forward_time: 325.0872802734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3903808594
validation[          , genome 11106] predictions:    6334/  10000 (63.34%), best:    6421/10000 (64.21%), error:     10728.69531, best error:     10378.62012 on epoch:    39, epoch:   41/100, mu: 0.9400057197, learning_rate: 0.0000144082, weight_decay: 0.0000433049

epoch time: 4343.2260742188s, input_fired_time: 62.6439208984, output_fired_time: 27.0904769897, propagate_forward_time: 1641.3605957031, propagate_backward_time: 2578.9824218750, weight_update_time: 1.1942511797, other_time: 33.1486816406
epoch time: 338.6317749023s, input_fired_time: 3.7552652359, output_fired_time: 0.0000000000, propagate_forward_time: 328.5342712402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.3422241211
validation[          , genome 11106] predictions:    6366/  10000 (63.66%), best:    6421/10000 (64.21%), error:     10503.22949, best error:     10378.62012 on epoch:    39, epoch:   42/100, mu: 0.9427411556, learning_rate: 0.0000134745, weight_decay: 0.0000408593

epoch time: 4351.5410156250s, input_fired_time: 53.4799842834, output_fired_time: 27.2848091125, propagate_forward_time: 1643.0124511719, propagate_backward_time: 2595.8295898438, weight_update_time: 1.1879072189, other_time: 31.9343261719
epoch time: 339.0984497070s, input_fired_time: 3.7397413254, output_fired_time: 0.0000000000, propagate_forward_time: 327.9261474609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.4325561523
validation[          , genome 11106] predictions:    6325/  10000 (63.25%), best:    6421/10000 (64.21%), error:     10605.16113, best error:     10378.62012 on epoch:    39, epoch:   43/100, mu: 0.9453269243, learning_rate: 0.0000126014, weight_decay: 0.0000385518

epoch time: 4322.1909179688s, input_fired_time: 58.3124771118, output_fired_time: 26.4940776825, propagate_forward_time: 1638.2419433594, propagate_backward_time: 2567.3049316406, weight_update_time: 1.1876721382, other_time: 31.8374023438
epoch time: 338.1101684570s, input_fired_time: 3.7485952377, output_fired_time: 0.0000000000, propagate_forward_time: 328.0480346680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.3135375977
validation[          , genome 11106] predictions:    6536/  10000 (65.36%), best:    6536/10000 (65.36%), error:     10163.53613, best error:     10163.53613 on epoch:    44, epoch:   44/100, mu: 0.9477711916, learning_rate: 0.0000117848, weight_decay: 0.0000363746

epoch time: 4341.5566406250s, input_fired_time: 57.4520835876, output_fired_time: 24.2154331207, propagate_forward_time: 1621.2449951172, propagate_backward_time: 2606.2932128906, weight_update_time: 1.1960380077, other_time: 32.3508300781
epoch time: 337.0238647461s, input_fired_time: 4.7326602936, output_fired_time: 0.0000000000, propagate_forward_time: 325.0008850098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.2903137207
validation[          , genome 11106] predictions:    6352/  10000 (63.52%), best:    6536/10000 (65.36%), error:     10479.78027, best error:     10163.53613 on epoch:    44, epoch:   45/100, mu: 0.9500817060, learning_rate: 0.0000110211, weight_decay: 0.0000343204

epoch time: 4341.9750976563s, input_fired_time: 55.6529045105, output_fired_time: 24.1947612762, propagate_forward_time: 1642.6113281250, propagate_backward_time: 2588.5583496094, weight_update_time: 1.1867483854, other_time: 30.9577636719
epoch time: 339.2779235840s, input_fired_time: 3.7716867924, output_fired_time: 0.0000000000, propagate_forward_time: 329.2222290039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.2839965820
validation[          , genome 11106] predictions:    6440/  10000 (64.40%), best:    6536/10000 (65.36%), error:     10327.40918, best error:     10163.53613 on epoch:    44, epoch:   46/100, mu: 0.9522658587, learning_rate: 0.0000103070, weight_decay: 0.0000323821

epoch time: 4322.6791992188s, input_fired_time: 58.4098854065, output_fired_time: 24.1935310364, propagate_forward_time: 1623.2042236328, propagate_backward_time: 2583.7062988281, weight_update_time: 1.1840375662, other_time: 33.1657714844
epoch time: 340.6291809082s, input_fired_time: 3.7884912491, output_fired_time: 0.0000000000, propagate_forward_time: 331.5643920898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2763061523
validation[          , genome 11106] predictions:    6405/  10000 (64.05%), best:    6536/10000 (65.36%), error:     10409.23340, best error:     10163.53613 on epoch:    44, epoch:   47/100, mu: 0.9543305039, learning_rate: 0.0000096391, weight_decay: 0.0000305534

epoch time: 4332.5444335938s, input_fired_time: 55.6478843689, output_fired_time: 27.1453323364, propagate_forward_time: 1640.7946777344, propagate_backward_time: 2576.4143066406, weight_update_time: 1.2183519602, other_time: 32.5419921875
epoch time: 341.1734924316s, input_fired_time: 3.8077430725, output_fired_time: 0.0000000000, propagate_forward_time: 332.0148010254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3509521484
validation[          , genome 11106] predictions:    6536/  10000 (65.36%), best:    6536/10000 (65.36%), error:     10077.77344, best error:     10077.77344 on epoch:    48, epoch:   48/100, mu: 0.9562821388, learning_rate: 0.0000090144, weight_decay: 0.0000288279

epoch time: 4316.3325195313s, input_fired_time: 54.3263015747, output_fired_time: 24.9147014618, propagate_forward_time: 1631.3244628906, propagate_backward_time: 2574.8354492188, weight_update_time: 2.1904513836, other_time: 30.9318847656
epoch time: 341.1799011230s, input_fired_time: 4.8226351738, output_fired_time: 0.0000000000, propagate_forward_time: 330.9046325684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4526367188
validation[          , genome 11106] predictions:    6514/  10000 (65.14%), best:    6536/10000 (65.36%), error:     10270.24902, best error:     10077.77344 on epoch:    48, epoch:   49/100, mu: 0.9581270218, learning_rate: 0.0000084303, weight_decay: 0.0000271999

epoch time: 4320.2553710938s, input_fired_time: 64.6563949585, output_fired_time: 23.9538116455, propagate_forward_time: 1621.6588134766, propagate_backward_time: 2576.3095703125, weight_update_time: 1.1935740709, other_time: 33.6772460938
epoch time: 333.4669189453s, input_fired_time: 4.7438354492, output_fired_time: 0.0000000000, propagate_forward_time: 321.5780334473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.1450500488
validation[          , genome 11106] predictions:    6541/  10000 (65.41%), best:    6536/10000 (65.36%), error:     10107.20508, best error:     10077.77344 on epoch:    48, epoch:   50/100, mu: 0.9598709345, learning_rate: 0.0000078840, weight_decay: 0.0000256638

epoch time: 4332.8139648438s, input_fired_time: 58.4834442139, output_fired_time: 27.2384300232, propagate_forward_time: 1634.8194580078, propagate_backward_time: 2576.9768066406, weight_update_time: 1.1761851311, other_time: 35.2961425781
epoch time: 338.4097290039s, input_fired_time: 3.7653279305, output_fired_time: 0.0000000000, propagate_forward_time: 328.1470336914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.4973754883
validation[          , genome 11106] predictions:    6504/  10000 (65.04%), best:    6536/10000 (65.36%), error:     10181.57422, best error:     10077.77344 on epoch:    48, epoch:   51/100, mu: 0.9615194201, learning_rate: 0.0000073731, weight_decay: 0.0000242144

epoch time: 4311.4179687500s, input_fired_time: 60.6049499512, output_fired_time: 25.0275192261, propagate_forward_time: 1628.8177490234, propagate_backward_time: 2563.9687500000, weight_update_time: 1.2184002399, other_time: 32.9990234375
epoch time: 338.5532531738s, input_fired_time: 3.8159964085, output_fired_time: 0.0000000000, propagate_forward_time: 328.2667846680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.4704589844
validation[          , genome 11106] predictions:    6498/  10000 (64.98%), best:    6536/10000 (65.36%), error:     10242.07129, best error:     10077.77344 on epoch:    48, epoch:   52/100, mu: 0.9630777240, learning_rate: 0.0000068953, weight_decay: 0.0000228469

epoch time: 4326.7661132813s, input_fired_time: 54.3658561707, output_fired_time: 27.0259609222, propagate_forward_time: 1631.8999023438, propagate_backward_time: 2578.2177734375, weight_update_time: 2.1986753941, other_time: 35.2568359375
epoch time: 343.1016540527s, input_fired_time: 4.8601469994, output_fired_time: 0.0000000000, propagate_forward_time: 332.8124084473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4291076660
validation[          , genome 11106] predictions:    6535/  10000 (65.35%), best:    6535/10000 (65.35%), error:     10045.54297, best error:     10045.54297 on epoch:    53, epoch:   53/100, mu: 0.9645507932, learning_rate: 0.0000064485, weight_decay: 0.0000215567

epoch time: 4336.3007812500s, input_fired_time: 51.5482521057, output_fired_time: 27.9117355347, propagate_forward_time: 1639.2770996094, propagate_backward_time: 2586.6044921875, weight_update_time: 1.1944402456, other_time: 30.9592285156
epoch time: 341.7738952637s, input_fired_time: 3.8542690277, output_fired_time: 0.0000000000, propagate_forward_time: 332.4918212891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4277954102
validation[          , genome 11106] predictions:    6600/  10000 (66.00%), best:    6600/10000 (66.00%), error:      9894.49609, best error:      9894.49609 on epoch:    54, epoch:   54/100, mu: 0.9659432173, learning_rate: 0.0000060307, weight_decay: 0.0000203393

epoch time: 4356.3354492188s, input_fired_time: 55.9610557556, output_fired_time: 28.3144664764, propagate_forward_time: 1650.3443603516, propagate_backward_time: 2588.5932617188, weight_update_time: 2.1863152981, other_time: 33.1225585938
epoch time: 339.0567016602s, input_fired_time: 3.8039853573, output_fired_time: 0.0000000000, propagate_forward_time: 329.8806152344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3721008301
validation[          , genome 11106] predictions:    6628/  10000 (66.28%), best:    6628/10000 (66.28%), error:      9886.07324, best error:      9886.07324 on epoch:    55, epoch:   55/100, mu: 0.9672594666, learning_rate: 0.0000056399, weight_decay: 0.0000191906

epoch time: 4306.7817382813s, input_fired_time: 55.4469985962, output_fired_time: 28.1730499268, propagate_forward_time: 1630.6243896484, propagate_backward_time: 2558.9089355469, weight_update_time: 1.1815830469, other_time: 33.6286621094
epoch time: 334.9618225098s, input_fired_time: 3.7445166111, output_fired_time: 0.0000000000, propagate_forward_time: 325.8751220703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3421936035
validation[          , genome 11106] predictions:    6572/  10000 (65.72%), best:    6628/10000 (66.28%), error:      9963.08398, best error:      9886.07324 on epoch:    55, epoch:   56/100, mu: 0.9685037136, learning_rate: 0.0000052744, weight_decay: 0.0000181068

epoch time: 4305.3662109375s, input_fired_time: 52.7029762268, output_fired_time: 24.1188526154, propagate_forward_time: 1633.9978027344, propagate_backward_time: 2560.2214355469, weight_update_time: 1.1876008511, other_time: 34.3251953125
epoch time: 339.0358581543s, input_fired_time: 3.7786912918, output_fired_time: 0.0000000000, propagate_forward_time: 328.8541259766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.4030456543
validation[          , genome 11106] predictions:    6524/  10000 (65.24%), best:    6628/10000 (66.28%), error:      9959.90918, best error:      9886.07324 on epoch:    55, epoch:   57/100, mu: 0.9696798921, learning_rate: 0.0000049326, weight_decay: 0.0000170843

epoch time: 4333.2109375000s, input_fired_time: 63.7927780151, output_fired_time: 24.1137428284, propagate_forward_time: 1638.8599853516, propagate_backward_time: 2574.1699218750, weight_update_time: 1.1886708736, other_time: 32.2744140625
epoch time: 333.6607666016s, input_fired_time: 3.7422451973, output_fired_time: 0.0000000000, propagate_forward_time: 322.5960388184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.3224792480
validation[          , genome 11106] predictions:    6613/  10000 (66.13%), best:    6613/10000 (66.13%), error:      9873.14355, best error:      9873.14355 on epoch:    58, epoch:   58/100, mu: 0.9707916975, learning_rate: 0.0000046130, weight_decay: 0.0000161194

epoch time: 4308.4604492188s, input_fired_time: 54.6934432983, output_fired_time: 25.0661697388, propagate_forward_time: 1630.2086181641, propagate_backward_time: 2563.6525878906, weight_update_time: 1.1860133410, other_time: 34.8395996094
epoch time: 341.4403991699s, input_fired_time: 5.8388743401, output_fired_time: 0.0000000000, propagate_forward_time: 330.1942749023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4072570801
validation[          , genome 11106] predictions:    6498/  10000 (64.98%), best:    6613/10000 (66.13%), error:     10286.08398, best error:      9873.14355 on epoch:    58, epoch:   59/100, mu: 0.9718427062, learning_rate: 0.0000043141, weight_decay: 0.0000152091

epoch time: 4309.0458984375s, input_fired_time: 59.5226936340, output_fired_time: 24.1832466125, propagate_forward_time: 1611.8979492188, propagate_backward_time: 2578.6025390625, weight_update_time: 1.2085812092, other_time: 34.8398437500
epoch time: 339.2840576172s, input_fired_time: 4.8025259972, output_fired_time: 0.0000000000, propagate_forward_time: 329.1781921387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3033447266
validation[          , genome 11106] predictions:    6541/  10000 (65.41%), best:    6613/10000 (66.13%), error:     10026.82910, best error:      9873.14355 on epoch:    58, epoch:   60/100, mu: 0.9728361964, learning_rate: 0.0000040345, weight_decay: 0.0000143502

epoch time: 4337.2285156250s, input_fired_time: 59.4020500183, output_fired_time: 24.9616432190, propagate_forward_time: 1628.6523437500, propagate_backward_time: 2591.3239746094, weight_update_time: 1.1827949286, other_time: 32.8889160156
epoch time: 342.1614379883s, input_fired_time: 3.7923491001, output_fired_time: 0.0000000000, propagate_forward_time: 331.8168945313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.5521850586
validation[          , genome 11106] predictions:    6457/  10000 (64.57%), best:    6613/10000 (66.13%), error:     10219.44043, best error:      9873.14355 on epoch:    58, epoch:   61/100, mu: 0.9737753272, learning_rate: 0.0000037731, weight_decay: 0.0000135398

epoch time: 4317.2714843750s, input_fired_time: 56.6825065613, output_fired_time: 26.0786628723, propagate_forward_time: 1626.0632324219, propagate_backward_time: 2574.9982910156, weight_update_time: 1.1871721745, other_time: 33.4487304688
epoch time: 333.5717468262s, input_fired_time: 3.7558619976, output_fired_time: 0.0000000000, propagate_forward_time: 323.5608520508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.2550354004
validation[          , genome 11106] predictions:    6582/  10000 (65.82%), best:    6613/10000 (66.13%), error:      9914.02148, best error:      9873.14355 on epoch:    58, epoch:   62/100, mu: 0.9746630788, learning_rate: 0.0000035286, weight_decay: 0.0000127751

epoch time: 4319.5429687500s, input_fired_time: 59.0418205261, output_fired_time: 27.1174507141, propagate_forward_time: 1633.2917480469, propagate_backward_time: 2569.9758300781, weight_update_time: 1.1861299276, other_time: 30.1157226563
epoch time: 338.4929199219s, input_fired_time: 3.7866966724, output_fired_time: 0.0000000000, propagate_forward_time: 326.3278808594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.3783569336
validation[          , genome 11106] predictions:    6584/  10000 (65.84%), best:    6613/10000 (66.13%), error:     10037.86035, best error:      9873.14355 on epoch:    58, epoch:   63/100, mu: 0.9755022526, learning_rate: 0.0000032999, weight_decay: 0.0000120536

epoch time: 4324.4838867188s, input_fired_time: 55.5997123718, output_fired_time: 24.9206676483, propagate_forward_time: 1631.3563232422, propagate_backward_time: 2581.2524414063, weight_update_time: 2.2258448601, other_time: 31.3544921875
epoch time: 339.5926513672s, input_fired_time: 3.8186817169, output_fired_time: 0.0000000000, propagate_forward_time: 330.2712707520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5026855469
validation[          , genome 11106] predictions:    6629/  10000 (66.29%), best:    6613/10000 (66.13%), error:      9886.10059, best error:      9873.14355 on epoch:    58, epoch:   64/100, mu: 0.9762954712, learning_rate: 0.0000030861, weight_decay: 0.0000113729

epoch time: 4328.8500976563s, input_fired_time: 55.0962600708, output_fired_time: 25.2739448547, propagate_forward_time: 1635.0756835938, propagate_backward_time: 2578.0891113281, weight_update_time: 1.1813998222, other_time: 35.3151855469
epoch time: 336.2498474121s, input_fired_time: 3.7936818600, output_fired_time: 0.0000000000, propagate_forward_time: 325.9539184570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.5022583008
validation[          , genome 11106] predictions:    6637/  10000 (66.37%), best:    6637/10000 (66.37%), error:      9828.46582, best error:      9828.46582 on epoch:    65, epoch:   65/100, mu: 0.9770452976, learning_rate: 0.0000028861, weight_decay: 0.0000107306

epoch time: 4329.9121093750s, input_fired_time: 55.8569679260, output_fired_time: 26.1603031158, propagate_forward_time: 1645.5841064453, propagate_backward_time: 2567.9860839844, weight_update_time: 1.1927175522, other_time: 34.3249511719
epoch time: 337.8881530762s, input_fired_time: 4.8397002220, output_fired_time: 0.0000000000, propagate_forward_time: 327.7455444336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3029174805
validation[          , genome 11106] predictions:    6564/  10000 (65.64%), best:    6637/10000 (66.37%), error:      9901.47754, best error:      9828.46582 on epoch:    65, epoch:   66/100, mu: 0.9777541161, learning_rate: 0.0000026991, weight_decay: 0.0000101246

epoch time: 4345.1645507813s, input_fired_time: 61.0150032043, output_fired_time: 25.1026592255, propagate_forward_time: 1643.8226318359, propagate_backward_time: 2582.5922851563, weight_update_time: 1.2131404877, other_time: 32.6318359375
epoch time: 342.8651123047s, input_fired_time: 5.8954567909, output_fired_time: 0.0000000000, propagate_forward_time: 331.4743652344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4953002930
validation[          , genome 11106] predictions:    6646/  10000 (66.46%), best:    6646/10000 (66.46%), error:      9824.26172, best error:      9824.26172 on epoch:    67, epoch:   67/100, mu: 0.9784241319, learning_rate: 0.0000025242, weight_decay: 0.0000095529

epoch time: 4326.5292968750s, input_fired_time: 56.7229461670, output_fired_time: 29.1660461426, propagate_forward_time: 1626.5375976563, propagate_backward_time: 2580.0134277344, weight_update_time: 1.1959589720, other_time: 34.0891113281
epoch time: 345.3951110840s, input_fired_time: 3.8744492531, output_fired_time: 0.0000000000, propagate_forward_time: 335.0364074707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.4842529297
validation[          , genome 11106] predictions:    6603/  10000 (66.03%), best:    6646/10000 (66.46%), error:      9831.92773, best error:      9824.26172 on epoch:    67, epoch:   68/100, mu: 0.9790574908, learning_rate: 0.0000023606, weight_decay: 0.0000090134

epoch time: 4331.9755859375s, input_fired_time: 56.9152565002, output_fired_time: 25.2065029144, propagate_forward_time: 1642.6931152344, propagate_backward_time: 2574.6770019531, weight_update_time: 1.1880854368, other_time: 32.4838867188
epoch time: 336.0061340332s, input_fired_time: 3.7664005756, output_fired_time: 0.0000000000, propagate_forward_time: 326.8747863770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3649597168
validation[          , genome 11106] predictions:    6464/  10000 (64.64%), best:    6646/10000 (66.46%), error:     10148.88184, best error:      9824.26172 on epoch:    67, epoch:   69/100, mu: 0.9796562195, learning_rate: 0.0000022076, weight_decay: 0.0000085043

epoch time: 4307.7636718750s, input_fired_time: 52.8146018982, output_fired_time: 25.9623565674, propagate_forward_time: 1643.8366699219, propagate_backward_time: 2553.2592773438, weight_update_time: 1.2156662941, other_time: 31.8908691406
epoch time: 338.4626159668s, input_fired_time: 5.7626895905, output_fired_time: 0.0000000000, propagate_forward_time: 327.3253173828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3746032715
validation[          , genome 11106] predictions:    6621/  10000 (66.21%), best:    6621/10000 (66.21%), error:      9804.33105, best error:      9804.33105 on epoch:    70, epoch:   70/100, mu: 0.9802221656, learning_rate: 0.0000020646, weight_decay: 0.0000080241

epoch time: 4318.4438476563s, input_fired_time: 59.7422409058, output_fired_time: 28.9944972992, propagate_forward_time: 1623.8720703125, propagate_backward_time: 2571.7331542969, weight_update_time: 1.1861990690, other_time: 34.1018066406
epoch time: 337.8686218262s, input_fired_time: 3.8091852665, output_fired_time: 0.0000000000, propagate_forward_time: 327.7244262695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.3350219727
validation[          , genome 11106] predictions:    6614/  10000 (66.14%), best:    6621/10000 (66.21%), error:      9816.17090, best error:      9804.33105 on epoch:    70, epoch:   71/100, mu: 0.9807571769, learning_rate: 0.0000019308, weight_decay: 0.0000075709

epoch time: 4334.6733398438s, input_fired_time: 59.8243827820, output_fired_time: 27.3270072937, propagate_forward_time: 1635.5322265625, propagate_backward_time: 2577.9521484375, weight_update_time: 1.1802122593, other_time: 34.0375976563
epoch time: 336.1633605957s, input_fired_time: 3.8001613617, output_fired_time: 0.0000000000, propagate_forward_time: 327.0130615234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3501281738
validation[          , genome 11106] predictions:    6627/  10000 (66.27%), best:    6621/10000 (66.21%), error:      9805.33301, best error:      9804.33105 on epoch:    70, epoch:   72/100, mu: 0.9812629223, learning_rate: 0.0000018057, weight_decay: 0.0000071433

epoch time: 4346.8520507813s, input_fired_time: 52.9171714783, output_fired_time: 25.3811931610, propagate_forward_time: 1643.4857177734, propagate_backward_time: 2592.3608398438, weight_update_time: 2.1910290718, other_time: 32.7070312500
epoch time: 336.7982788086s, input_fired_time: 3.8005952835, output_fired_time: 0.0000000000, propagate_forward_time: 324.7645874023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.2330932617
validation[          , genome 11106] predictions:    6664/  10000 (66.64%), best:    6664/10000 (66.64%), error:      9777.11523, best error:      9777.11523 on epoch:    73, epoch:   73/100, mu: 0.9817409515, learning_rate: 0.0000016887, weight_decay: 0.0000067399

epoch time: 4328.4750976563s, input_fired_time: 53.7788848877, output_fired_time: 25.8849201202, propagate_forward_time: 1639.4442138672, propagate_backward_time: 2576.2053222656, weight_update_time: 1.1771589518, other_time: 33.1618652344
epoch time: 341.1175842285s, input_fired_time: 4.8368892670, output_fired_time: 0.0000000000, propagate_forward_time: 330.8959655762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3847351074
validation[          , genome 11106] predictions:    6653/  10000 (66.53%), best:    6664/10000 (66.64%), error:      9803.13867, best error:      9777.11523 on epoch:    73, epoch:   74/100, mu: 0.9821928740, learning_rate: 0.0000015792, weight_decay: 0.0000063593

epoch time: 4328.4140625000s, input_fired_time: 56.1658897400, output_fired_time: 28.2242164612, propagate_forward_time: 1632.5344238281, propagate_backward_time: 2579.6767578125, weight_update_time: 1.1843520403, other_time: 31.8127441406
epoch time: 340.0519104004s, input_fired_time: 5.8233394623, output_fired_time: 0.0000000000, propagate_forward_time: 328.9739685059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2546081543
validation[          , genome 11106] predictions:    6613/  10000 (66.13%), best:    6664/10000 (66.64%), error:      9856.36816, best error:      9777.11523 on epoch:    73, epoch:   75/100, mu: 0.9826200604, learning_rate: 0.0000014769, weight_decay: 0.0000060002

epoch time: 4336.0336914063s, input_fired_time: 53.9436454773, output_fired_time: 26.8702754974, propagate_forward_time: 1645.5783691406, propagate_backward_time: 2579.8229980469, weight_update_time: 1.1753253937, other_time: 29.8183593750
epoch time: 334.4865112305s, input_fired_time: 3.7842884064, output_fired_time: 0.0000000000, propagate_forward_time: 324.4720153809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.2301940918
validation[          , genome 11106] predictions:    6645/  10000 (66.45%), best:    6645/10000 (66.45%), error:      9747.59180, best error:      9747.59180 on epoch:    76, epoch:   76/100, mu: 0.9830238819, learning_rate: 0.0000013812, weight_decay: 0.0000056613

epoch time: 4339.7768554688s, input_fired_time: 53.7696838379, output_fired_time: 25.0538368225, propagate_forward_time: 1641.5672607422, propagate_backward_time: 2583.3579101563, weight_update_time: 1.1840673685, other_time: 36.0283203125
epoch time: 339.9094238281s, input_fired_time: 3.7964675426, output_fired_time: 0.0000000000, propagate_forward_time: 329.7415771484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.3713684082
validation[          , genome 11106] predictions:    6626/  10000 (66.26%), best:    6645/10000 (66.45%), error:      9789.78320, best error:      9747.59180 on epoch:    76, epoch:   77/100, mu: 0.9834055901, learning_rate: 0.0000012917, weight_decay: 0.0000053416

epoch time: 4330.5224609375s, input_fired_time: 60.0071220398, output_fired_time: 25.1353473663, propagate_forward_time: 1646.1585693359, propagate_backward_time: 2567.0283203125, weight_update_time: 1.1883548498, other_time: 32.1928710938
epoch time: 335.5010375977s, input_fired_time: 4.7819123268, output_fired_time: 0.0000000000, propagate_forward_time: 325.3580932617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3610229492
validation[          , genome 11106] predictions:    6630/  10000 (66.30%), best:    6645/10000 (66.45%), error:      9851.69141, best error:      9747.59180 on epoch:    76, epoch:   78/100, mu: 0.9837663770, learning_rate: 0.0000012080, weight_decay: 0.0000050399

epoch time: 4297.2924804688s, input_fired_time: 51.6660652161, output_fired_time: 25.8407974243, propagate_forward_time: 1628.2045898438, propagate_backward_time: 2556.7658691406, weight_update_time: 1.1862299442, other_time: 34.8151855469
epoch time: 336.1734313965s, input_fired_time: 3.8590965271, output_fired_time: 0.0000000000, propagate_forward_time: 326.8367309570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4776000977
validation[          , genome 11106] predictions:    6652/  10000 (66.52%), best:    6652/10000 (66.52%), error:      9744.38770, best error:      9744.38770 on epoch:    79, epoch:   79/100, mu: 0.9841074347, learning_rate: 0.0000011297, weight_decay: 0.0000047553

epoch time: 4353.4658203125s, input_fired_time: 56.0552520752, output_fired_time: 24.3408870697, propagate_forward_time: 1643.9829101563, propagate_backward_time: 2596.3989257813, weight_update_time: 1.2098592520, other_time: 32.6879882813
epoch time: 336.0803222656s, input_fired_time: 3.8052949905, output_fired_time: 0.0000000000, propagate_forward_time: 325.8203125000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.4547119141
validation[          , genome 11106] predictions:    6622/  10000 (66.22%), best:    6652/10000 (66.52%), error:      9797.41992, best error:      9744.38770 on epoch:    79, epoch:   80/100, mu: 0.9844298363, learning_rate: 0.0000010565, weight_decay: 0.0000044867

epoch time: 4321.6870117188s, input_fired_time: 55.8471374512, output_fired_time: 24.0046005249, propagate_forward_time: 1639.0485839844, propagate_backward_time: 2569.7460937500, weight_update_time: 1.2118567228, other_time: 33.0407714844
epoch time: 332.8477172852s, input_fired_time: 3.7701988220, output_fired_time: 0.0000000000, propagate_forward_time: 322.7175598145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.3599548340
validation[          , genome 11106] predictions:    6666/  10000 (66.66%), best:    6666/10000 (66.66%), error:      9719.49512, best error:      9719.49512 on epoch:    81, epoch:   81/100, mu: 0.9847345948, learning_rate: 0.0000009881, weight_decay: 0.0000042334

epoch time: 4304.9970703125s, input_fired_time: 60.6599960327, output_fired_time: 27.0576629639, propagate_forward_time: 1624.9683837891, propagate_backward_time: 2557.8984375000, weight_update_time: 2.1846117973, other_time: 34.4125976563
epoch time: 343.2244262695s, input_fired_time: 3.9238946438, output_fired_time: 0.0000000000, propagate_forward_time: 332.9234313965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.3771057129
validation[          , genome 11106] predictions:    6689/  10000 (66.89%), best:    6666/10000 (66.66%), error:      9750.72070, best error:      9719.49512 on epoch:    81, epoch:   82/100, mu: 0.9850226641, learning_rate: 0.0000009240, weight_decay: 0.0000039943

epoch time: 4311.7753906250s, input_fired_time: 59.6346931458, output_fired_time: 25.1268119812, propagate_forward_time: 1622.9267578125, propagate_backward_time: 2570.6333007813, weight_update_time: 1.1915944815, other_time: 33.4536132813
epoch time: 332.8202209473s, input_fired_time: 3.7979476452, output_fired_time: 0.0000000000, propagate_forward_time: 320.6354370117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.3868408203
validation[          , genome 11106] predictions:    6653/  10000 (66.53%), best:    6666/10000 (66.66%), error:      9742.40137, best error:      9719.49512 on epoch:    81, epoch:   83/100, mu: 0.9852949977, learning_rate: 0.0000008641, weight_decay: 0.0000037687

epoch time: 4303.6816406250s, input_fired_time: 57.6879463196, output_fired_time: 24.0921573639, propagate_forward_time: 1621.5513916016, propagate_backward_time: 2568.8417968750, weight_update_time: 1.2014994621, other_time: 31.5083007813
epoch time: 337.2765197754s, input_fired_time: 3.7947022915, output_fired_time: 0.0000000000, propagate_forward_time: 327.6936645508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.7881469727
validation[          , genome 11106] predictions:    6651/  10000 (66.51%), best:    6666/10000 (66.66%), error:      9785.38281, best error:      9719.49512 on epoch:    81, epoch:   84/100, mu: 0.9855524302, learning_rate: 0.0000008082, weight_decay: 0.0000035559

epoch time: 4269.5932617188s, input_fired_time: 58.9068107605, output_fired_time: 25.9717712402, propagate_forward_time: 1620.2768554688, propagate_backward_time: 2533.8476562500, weight_update_time: 1.1873793602, other_time: 30.5903320313
epoch time: 338.6802062988s, input_fired_time: 3.7847776413, output_fired_time: 0.0000000000, propagate_forward_time: 328.3710937500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.5243225098
validation[          , genome 11106] predictions:    6629/  10000 (66.29%), best:    6666/10000 (66.66%), error:      9786.65527, best error:      9719.49512 on epoch:    81, epoch:   85/100, mu: 0.9857957959, learning_rate: 0.0000007558, weight_decay: 0.0000033551

epoch time: 4273.6567382813s, input_fired_time: 57.6749839783, output_fired_time: 25.9425239563, propagate_forward_time: 1612.7719726563, propagate_backward_time: 2546.3867187500, weight_update_time: 1.1934815645, other_time: 30.8808593750
epoch time: 342.8578491211s, input_fired_time: 3.8534924984, output_fired_time: 0.0000000000, propagate_forward_time: 332.4850769043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.5192871094
validation[          , genome 11106] predictions:    6665/  10000 (66.65%), best:    6666/10000 (66.66%), error:      9765.72461, best error:      9719.49512 on epoch:    81, epoch:   86/100, mu: 0.9860258102, learning_rate: 0.0000007068, weight_decay: 0.0000031656

epoch time: 4290.0908203125s, input_fired_time: 55.8228912354, output_fired_time: 27.0012512207, propagate_forward_time: 1625.1483154297, propagate_backward_time: 2550.9870605469, weight_update_time: 1.1886494160, other_time: 31.1311035156
epoch time: 335.0423889160s, input_fired_time: 4.7873225212, output_fired_time: 0.0000000000, propagate_forward_time: 324.7787475586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4763183594
validation[          , genome 11106] predictions:    6622/  10000 (66.22%), best:    6666/10000 (66.66%), error:      9762.28125, best error:      9719.49512 on epoch:    81, epoch:   87/100, mu: 0.9862432480, learning_rate: 0.0000006610, weight_decay: 0.0000029868

epoch time: 4275.7880859375s, input_fired_time: 57.0896606445, output_fired_time: 24.1043415070, propagate_forward_time: 1628.5109863281, propagate_backward_time: 2533.7307128906, weight_update_time: 1.1917710304, other_time: 32.3520507813
epoch time: 334.5140991211s, input_fired_time: 3.7815251350, output_fired_time: 0.0000000000, propagate_forward_time: 325.3660583496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3665161133
validation[          , genome 11106] predictions:    6670/  10000 (66.70%), best:    6666/10000 (66.66%), error:      9751.75195, best error:      9719.49512 on epoch:    81, epoch:   88/100, mu: 0.9864488244, learning_rate: 0.0000006182, weight_decay: 0.0000028181

epoch time: 4330.7514648438s, input_fired_time: 62.1422348022, output_fired_time: 23.6802654266, propagate_forward_time: 1635.4118652344, propagate_backward_time: 2575.3862304688, weight_update_time: 1.1883852482, other_time: 34.1311035156
epoch time: 340.5979614258s, input_fired_time: 4.8105988503, output_fired_time: 0.0000000000, propagate_forward_time: 329.5588073730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.2285461426
validation[          , genome 11106] predictions:    6671/  10000 (66.71%), best:    6666/10000 (66.66%), error:      9754.55762, best error:      9719.49512 on epoch:    81, epoch:   89/100, mu: 0.9866431355, learning_rate: 0.0000005781, weight_decay: 0.0000026590

epoch time: 4344.2880859375s, input_fired_time: 53.8568878174, output_fired_time: 25.9358386993, propagate_forward_time: 1630.1437988281, propagate_backward_time: 2602.5468750000, weight_update_time: 1.1895101070, other_time: 31.8044433594
epoch time: 339.0995788574s, input_fired_time: 3.8487007618, output_fired_time: 0.0000000000, propagate_forward_time: 328.9758300781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.2750549316
validation[          , genome 11106] predictions:    6666/  10000 (66.66%), best:    6666/10000 (66.66%), error:      9719.18652, best error:      9719.18652 on epoch:    90, epoch:   90/100, mu: 0.9868267775, learning_rate: 0.0000005407, weight_decay: 0.0000025088

epoch time: 4343.5791015625s, input_fired_time: 62.9873657227, output_fired_time: 24.9694309235, propagate_forward_time: 1632.4622802734, propagate_backward_time: 2588.3708496094, weight_update_time: 1.1751353741, other_time: 34.7893066406
epoch time: 337.9084777832s, input_fired_time: 3.8435201645, output_fired_time: 0.0000000000, propagate_forward_time: 328.7395324707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3254394531
validation[          , genome 11106] predictions:    6704/  10000 (67.04%), best:    6704/10000 (67.04%), error:      9695.74902, best error:      9695.74902 on epoch:    91, epoch:   91/100, mu: 0.9870004058, learning_rate: 0.0000005056, weight_decay: 0.0000023671

epoch time: 4358.9560546875s, input_fired_time: 58.1297340393, output_fired_time: 22.9646625519, propagate_forward_time: 1659.1867675781, propagate_backward_time: 2585.9536132813, weight_update_time: 1.1812978983, other_time: 32.7209472656
epoch time: 333.1226196289s, input_fired_time: 3.7908539772, output_fired_time: 0.0000000000, propagate_forward_time: 322.0111999512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.3205566406
validation[          , genome 11106] predictions:    6680/  10000 (66.80%), best:    6680/10000 (66.80%), error:      9692.60547, best error:      9692.60547 on epoch:    92, epoch:   92/100, mu: 0.9871645570, learning_rate: 0.0000004729, weight_decay: 0.0000022334

epoch time: 4353.1557617188s, input_fired_time: 53.6624870300, output_fired_time: 24.9766139984, propagate_forward_time: 1638.7296142578, propagate_backward_time: 2603.5993652344, weight_update_time: 1.1902761459, other_time: 32.1877441406
epoch time: 340.4748229980s, input_fired_time: 4.9152045250, output_fired_time: 0.0000000000, propagate_forward_time: 330.1915893555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3680419922
validation[          , genome 11106] predictions:    6669/  10000 (66.69%), best:    6680/10000 (66.80%), error:      9706.62793, best error:      9692.60547 on epoch:    92, epoch:   93/100, mu: 0.9873197079, learning_rate: 0.0000004422, weight_decay: 0.0000021073

epoch time: 4355.8081054688s, input_fired_time: 59.9629325867, output_fired_time: 25.0429306030, propagate_forward_time: 1639.0771484375, propagate_backward_time: 2593.6269531250, weight_update_time: 1.1795169115, other_time: 38.0981445313
epoch time: 340.8584594727s, input_fired_time: 3.8197503090, output_fired_time: 0.0000000000, propagate_forward_time: 331.7167663574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3219299316
validation[          , genome 11106] predictions:    6675/  10000 (66.75%), best:    6680/10000 (66.80%), error:      9708.77539, best error:      9692.60547 on epoch:    92, epoch:   94/100, mu: 0.9874663353, learning_rate: 0.0000004136, weight_decay: 0.0000019883

epoch time: 4356.7880859375s, input_fired_time: 53.0459938049, output_fired_time: 25.2264156342, propagate_forward_time: 1651.3364257813, propagate_backward_time: 2594.5617675781, weight_update_time: 1.1745176315, other_time: 32.6174316406
epoch time: 337.3244018555s, input_fired_time: 4.8020315170, output_fired_time: 0.0000000000, propagate_forward_time: 327.3426208496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1797485352
validation[          , genome 11106] predictions:    6697/  10000 (66.97%), best:    6697/10000 (66.97%), error:      9656.05078, best error:      9656.05078 on epoch:    95, epoch:   95/100, mu: 0.9876049757, learning_rate: 0.0000003868, weight_decay: 0.0000018760

epoch time: 4354.4052734375s, input_fired_time: 56.1188163757, output_fired_time: 27.1704025269, propagate_forward_time: 1647.5583496094, propagate_backward_time: 2590.8674316406, weight_update_time: 2.0881571770, other_time: 32.6904296875
epoch time: 335.9685058594s, input_fired_time: 3.7884812355, output_fired_time: 0.0000000000, propagate_forward_time: 326.9226379395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2573852539
validation[          , genome 11106] predictions:    6707/  10000 (67.07%), best:    6697/10000 (66.97%), error:      9680.66797, best error:      9656.05078 on epoch:    95, epoch:   96/100, mu: 0.9877360463, learning_rate: 0.0000003617, weight_decay: 0.0000017701

epoch time: 4374.2470703125s, input_fired_time: 62.2666206360, output_fired_time: 29.2825565338, propagate_forward_time: 1642.6444091797, propagate_backward_time: 2608.0144042969, weight_update_time: 1.1861823797, other_time: 32.0388183594
epoch time: 340.8379821777s, input_fired_time: 5.8820848465, output_fired_time: 0.0000000000, propagate_forward_time: 329.5041503906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4517517090
validation[          , genome 11106] predictions:    6674/  10000 (66.74%), best:    6697/10000 (66.97%), error:      9661.01758, best error:      9656.05078 on epoch:    95, epoch:   97/100, mu: 0.9878599048, learning_rate: 0.0000003383, weight_decay: 0.0000016701

epoch time: 4334.5019531250s, input_fired_time: 59.6789512634, output_fired_time: 25.0739688873, propagate_forward_time: 1637.9720458984, propagate_backward_time: 2580.1884765625, weight_update_time: 1.1739858389, other_time: 31.5888671875
epoch time: 334.4607543945s, input_fired_time: 3.7938921452, output_fired_time: 0.0000000000, propagate_forward_time: 323.2857666016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.3811035156
validation[          , genome 11106] predictions:    6699/  10000 (66.99%), best:    6699/10000 (66.99%), error:      9651.96094, best error:      9651.96094 on epoch:    98, epoch:   98/100, mu: 0.9879770279, learning_rate: 0.0000003163, weight_decay: 0.0000015758

epoch time: 4325.6547851563s, input_fired_time: 54.8307266235, output_fired_time: 24.0998878479, propagate_forward_time: 1624.5306396484, propagate_backward_time: 2591.7421875000, weight_update_time: 1.1909302473, other_time: 30.4511718750
epoch time: 330.7515258789s, input_fired_time: 3.7722189426, output_fired_time: 0.0000000000, propagate_forward_time: 321.7117614746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2675476074
validation[          , genome 11106] predictions:    6710/  10000 (67.10%), best:    6699/10000 (66.99%), error:      9675.60449, best error:      9651.96094 on epoch:    98, epoch:   99/100, mu: 0.9880877137, learning_rate: 0.0000002958, weight_decay: 0.0000014868

epoch time: 4314.5898437500s, input_fired_time: 54.7556037903, output_fired_time: 23.0156612396, propagate_forward_time: 1639.1691894531, propagate_backward_time: 2565.7536621094, weight_update_time: 1.1891100407, other_time: 31.8959960938
epoch time: 336.3516540527s, input_fired_time: 3.7950882912, output_fired_time: 0.0000000000, propagate_forward_time: 326.2446899414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.3118896484
validation[          , genome 11106] predictions:    6703/  10000 (67.03%), best:    6699/10000 (66.99%), error:      9687.52832, best error:      9651.96094 on epoch:    98, epoch:  100/100, mu: 0.9881923199, learning_rate: 0.0000002767, weight_decay: 0.0000014028

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 1688.8865966797s, input_fired_time: 21.0600147247, output_fired_time: 0.0000000000, propagate_forward_time: 1638.2996826172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 29.5268554688
best training[          , genome 11106] predictions:   35557/  50000 (71.11%), best:    6699/10000 (66.99%), error:     44286.14063, best error:      9651.96094 on epoch:    98, epoch:  101/100, mu: 0.9882912040, learning_rate: 0.0000002587, weight_decay: 0.0000013236
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 342.5433959961s, input_fired_time: 4.8669648170, output_fired_time: 0.0000000000, propagate_forward_time: 332.3621826172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3142395020
   testing[          , genome 11106] predictions:    6699/  10000 (66.99%), best:    6699/10000 (66.99%), error:      9651.96094, best error:      9651.96094 on epoch:    98, epoch:  101/100, mu: 0.9882912040, learning_rate: 0.0000002587, weight_decay: 0.0000013236
backpropagation finished successfully!
16:37:05 (8968): called boinc_finish(0)

</stderr_txt>
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