Nameexact_genome_1512568488_45_6742_0
Workunit2604909
Created7 Dec 2017, 21:35:24 UTC
Sent7 Dec 2017, 21:39:37 UTC
Report deadline16 Dec 2017, 17:35:06 UTC
Received9 Dec 2017, 8:16:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time4 hours 53 min 42 sec
CPU time4 hours 49 min 47 sec
Validate stateValid
Credit2,207.55
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.24 MB
Peak swap size159.02 MB
Peak disk usage2.14 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.94%), best:    9739/10000 (97.39%), error:      1023.33807, best error:       912.88007 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 160.1186370850s, input_fired_time: 1.4865254164, output_fired_time: 1.5078518391, propagate_forward_time: 59.8103790283, propagate_backward_time: 94.0765533447, weight_update_time: 0.2051129937, other_time: 3.2373199463
epoch time: 12.8761997223s, input_fired_time: 0.1826625317, output_fired_time: 0.0000000000, propagate_forward_time: 12.1317653656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617713928
validation[          , genome  6742] predictions:    9685/  10000 (96.85%), best:    9739/10000 (97.39%), error:       990.31317, best error:       912.88007 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 159.2808837891s, input_fired_time: 1.4742219448, output_fired_time: 1.5035682917, propagate_forward_time: 59.3940658569, propagate_backward_time: 93.7223434448, weight_update_time: 0.2022735178, other_time: 3.1866760254
epoch time: 12.7439870834s, input_fired_time: 0.1844620854, output_fired_time: 0.0000000000, propagate_forward_time: 12.0020732880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5574512482
validation[          , genome  6742] predictions:    9741/  10000 (97.41%), best:    9739/10000 (97.39%), error:       954.14075, best error:       912.88007 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 158.1095428467s, input_fired_time: 1.4797836542, output_fired_time: 1.5006027222, propagate_forward_time: 58.6669845581, propagate_backward_time: 93.2272338867, weight_update_time: 0.2018288523, other_time: 3.2349319458
epoch time: 12.5618762970s, input_fired_time: 0.1824018359, output_fired_time: 0.0000000000, propagate_forward_time: 11.8229656219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5565090179
validation[          , genome  6742] predictions:    9713/  10000 (97.13%), best:    9739/10000 (97.39%), error:      1014.62885, best error:       912.88007 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 158.7155609131s, input_fired_time: 1.4817076921, output_fired_time: 1.5095744133, propagate_forward_time: 58.7937660217, propagate_backward_time: 93.6679840088, weight_update_time: 0.2021788210, other_time: 3.2625427246
epoch time: 12.7748908997s, input_fired_time: 0.1841152906, output_fired_time: 0.0000000000, propagate_forward_time: 12.0214939117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5692815781
validation[          , genome  6742] predictions:    9703/  10000 (97.03%), best:    9739/10000 (97.39%), error:       941.59839, best error:       912.88007 on epoch:     7, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 158.0825347900s, input_fired_time: 1.4750698805, output_fired_time: 1.4872128963, propagate_forward_time: 59.0676956177, propagate_backward_time: 92.8406753540, weight_update_time: 0.2017177045, other_time: 3.2118835449
epoch time: 12.0351667404s, input_fired_time: 0.1842867434, output_fired_time: 0.0000000000, propagate_forward_time: 11.2675771713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5833024979
validation[          , genome  6742] predictions:    9614/  10000 (96.14%), best:    9739/10000 (97.39%), error:      1234.89490, best error:       912.88007 on epoch:     7, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 160.3582153320s, input_fired_time: 1.4884340763, output_fired_time: 1.5025545359, propagate_forward_time: 59.9989929199, propagate_backward_time: 94.1942672729, weight_update_time: 0.2018806785, other_time: 3.1739730835
epoch time: 12.9964323044s, input_fired_time: 0.1868976951, output_fired_time: 0.0000000000, propagate_forward_time: 12.2427244186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5668106079
validation[          , genome  6742] predictions:    9661/  10000 (96.61%), best:    9739/10000 (97.39%), error:      1064.37805, best error:       912.88007 on epoch:     7, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 160.6778717041s, input_fired_time: 1.4906787872, output_fired_time: 1.5227693319, propagate_forward_time: 59.9416046143, propagate_backward_time: 94.5075988770, weight_update_time: 0.2035620809, other_time: 3.2152252197
epoch time: 12.7772073746s, input_fired_time: 0.1868472695, output_fired_time: 0.0000000000, propagate_forward_time: 12.0214185715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689411163
validation[          , genome  6742] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       895.82709, best error:       895.82709 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 155.4036102295s, input_fired_time: 1.4952610731, output_fired_time: 1.5006930828, propagate_forward_time: 56.8255157471, propagate_backward_time: 92.1405944824, weight_update_time: 0.2018247843, other_time: 3.4415588379
epoch time: 12.9713058472s, input_fired_time: 0.1866348386, output_fired_time: 0.0000000000, propagate_forward_time: 12.2181406021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5665302277
validation[          , genome  6742] predictions:    9652/  10000 (96.52%), best:    9745/10000 (97.45%), error:      1058.94019, best error:       895.82709 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 159.2073211670s, input_fired_time: 1.4855852127, output_fired_time: 1.5012083054, propagate_forward_time: 59.3750114441, propagate_backward_time: 93.6305084229, weight_update_time: 0.2061328888, other_time: 3.2150115967
epoch time: 12.9711437225s, input_fired_time: 0.1907924414, output_fired_time: 0.0000000000, propagate_forward_time: 12.2018432617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5785083771
validation[          , genome  6742] predictions:    9734/  10000 (97.34%), best:    9745/10000 (97.45%), error:       919.55389, best error:       895.82709 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 160.7150878906s, input_fired_time: 1.4993419647, output_fired_time: 1.5210245848, propagate_forward_time: 60.0335197449, propagate_backward_time: 94.4494857788, weight_update_time: 0.2030751854, other_time: 3.2117080688
epoch time: 12.7239532471s, input_fired_time: 0.1860947758, output_fired_time: 0.0000000000, propagate_forward_time: 11.9756021500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5622558594
validation[          , genome  6742] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       880.58868, best error:       880.58868 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 157.3242645264s, input_fired_time: 1.4853503704, output_fired_time: 1.5002857447, propagate_forward_time: 58.1090888977, propagate_backward_time: 92.9463577271, weight_update_time: 0.2003359944, other_time: 3.2831802368
epoch time: 13.0558443069s, input_fired_time: 0.1890110970, output_fired_time: 0.0000000000, propagate_forward_time: 12.2939119339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5729207993
validation[          , genome  6742] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       879.81744, best error:       879.81744 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 160.4258880615s, input_fired_time: 1.4889551401, output_fired_time: 1.5082865953, propagate_forward_time: 59.9506950378, propagate_backward_time: 94.2958526611, weight_update_time: 0.2033549100, other_time: 3.1820983887
epoch time: 12.3693790436s, input_fired_time: 0.1908384115, output_fired_time: 0.0000000000, propagate_forward_time: 11.5811290741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974111557
validation[          , genome  6742] predictions:    9716/  10000 (97.16%), best:    9740/10000 (97.40%), error:       900.49176, best error:       879.81744 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 157.0774536133s, input_fired_time: 1.4771705866, output_fired_time: 1.5002360344, propagate_forward_time: 58.1192207336, propagate_backward_time: 92.7402877808, weight_update_time: 0.1999489516, other_time: 3.2405471802
epoch time: 12.7571668625s, input_fired_time: 0.1863576919, output_fired_time: 0.0000000000, propagate_forward_time: 12.0086040497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5622053146
validation[          , genome  6742] predictions:    9656/  10000 (96.56%), best:    9740/10000 (97.40%), error:      1052.22607, best error:       879.81744 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 158.4812011719s, input_fired_time: 1.4936724901, output_fired_time: 1.4948546886, propagate_forward_time: 58.9955406189, propagate_backward_time: 93.2507171631, weight_update_time: 0.2024640888, other_time: 3.2464141846
epoch time: 12.6850337982s, input_fired_time: 0.1836444438, output_fired_time: 0.0000000000, propagate_forward_time: 11.9334373474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5679521561
validation[          , genome  6742] predictions:    9699/  10000 (96.99%), best:    9740/10000 (97.40%), error:       953.14514, best error:       879.81744 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 159.6286010742s, input_fired_time: 1.4920822382, output_fired_time: 1.5106695890, propagate_forward_time: 59.5784416199, propagate_backward_time: 93.7971878052, weight_update_time: 0.2044327408, other_time: 3.2502212524
epoch time: 12.8102436066s, input_fired_time: 0.1883982718, output_fired_time: 0.0000000000, propagate_forward_time: 12.0504999161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713453293
validation[          , genome  6742] predictions:    9708/  10000 (97.08%), best:    9740/10000 (97.40%), error:       934.58948, best error:       879.81744 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 159.9548339844s, input_fired_time: 1.4931974411, output_fired_time: 1.5050858259, propagate_forward_time: 59.7853775024, propagate_backward_time: 93.9594421387, weight_update_time: 0.2029175311, other_time: 3.2117385864
epoch time: 13.0447206497s, input_fired_time: 0.1988763511, output_fired_time: 0.0000000000, propagate_forward_time: 12.2481489182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976953506
validation[          , genome  6742] predictions:    9699/  10000 (96.99%), best:    9740/10000 (97.40%), error:       942.67657, best error:       879.81744 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 160.0080261230s, input_fired_time: 1.4888256788, output_fired_time: 1.5062074661, propagate_forward_time: 59.7789306641, propagate_backward_time: 94.0421447754, weight_update_time: 0.2020458281, other_time: 3.1919097900
epoch time: 12.5686988831s, input_fired_time: 0.1862969697, output_fired_time: 0.0000000000, propagate_forward_time: 11.8212041855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611972809
validation[          , genome  6742] predictions:    9702/  10000 (97.02%), best:    9740/10000 (97.40%), error:       957.22919, best error:       879.81744 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 158.1787872314s, input_fired_time: 1.4917598963, output_fired_time: 1.5043836832, propagate_forward_time: 58.7298812866, propagate_backward_time: 93.1923522949, weight_update_time: 0.2041899264, other_time: 3.2604141235
epoch time: 13.8150196075s, input_fired_time: 0.2005475610, output_fired_time: 0.0000000000, propagate_forward_time: 13.0195217133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5949506760
validation[          , genome  6742] predictions:    9712/  10000 (97.12%), best:    9740/10000 (97.40%), error:       941.66974, best error:       879.81744 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 159.0424499512s, input_fired_time: 1.4886988401, output_fired_time: 1.4982823133, propagate_forward_time: 59.3388442993, propagate_backward_time: 93.4737854004, weight_update_time: 0.2023591399, other_time: 3.2428512573
epoch time: 12.8097524643s, input_fired_time: 0.1859693974, output_fired_time: 0.0000000000, propagate_forward_time: 12.0568180084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5669651031
validation[          , genome  6742] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       862.18878, best error:       862.18878 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 157.4569244385s, input_fired_time: 1.4868812561, output_fired_time: 1.5001609325, propagate_forward_time: 58.2795982361, propagate_backward_time: 92.9113922119, weight_update_time: 0.2035560906, other_time: 3.2788848877
epoch time: 13.0772914886s, input_fired_time: 0.1925309300, output_fired_time: 0.0000000000, propagate_forward_time: 12.3126964569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5720643997
validation[          , genome  6742] predictions:    9722/  10000 (97.22%), best:    9744/10000 (97.44%), error:       942.66486, best error:       862.18878 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 160.9881591797s, input_fired_time: 1.5016139746, output_fired_time: 1.5185559988, propagate_forward_time: 60.2381591797, propagate_backward_time: 94.5376892090, weight_update_time: 0.2031285912, other_time: 3.1921386719
epoch time: 12.7924327850s, input_fired_time: 0.1941296607, output_fired_time: 0.0000000000, propagate_forward_time: 12.0196037292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5786991119
validation[          , genome  6742] predictions:    9750/  10000 (97.50%), best:    9744/10000 (97.44%), error:       864.73334, best error:       862.18878 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 158.5898132324s, input_fired_time: 1.5044145584, output_fired_time: 1.5039565563, propagate_forward_time: 58.9086303711, propagate_backward_time: 93.3856048584, weight_update_time: 0.2042092085, other_time: 3.2872161865
epoch time: 12.4006385803s, input_fired_time: 0.1918296516, output_fired_time: 0.0000000000, propagate_forward_time: 11.6104345322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983743668
validation[          , genome  6742] predictions:    9728/  10000 (97.28%), best:    9744/10000 (97.44%), error:       902.20416, best error:       862.18878 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 157.8187866211s, input_fired_time: 1.4857976437, output_fired_time: 1.5042126179, propagate_forward_time: 58.4821014404, propagate_backward_time: 93.0427932739, weight_update_time: 0.2046037614, other_time: 3.3038864136
epoch time: 11.5649137497s, input_fired_time: 0.1832766831, output_fired_time: 0.0000000000, propagate_forward_time: 10.7796020508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020345688
validation[          , genome  6742] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       898.21521, best error:       862.18878 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 159.2269592285s, input_fired_time: 1.4936833382, output_fired_time: 1.5054973364, propagate_forward_time: 59.2826919556, propagate_backward_time: 93.7148742676, weight_update_time: 0.2047742158, other_time: 3.2302169800
epoch time: 12.8553066254s, input_fired_time: 0.1905790716, output_fired_time: 0.0000000000, propagate_forward_time: 12.0850648880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5796623230
validation[          , genome  6742] predictions:    9685/  10000 (96.85%), best:    9744/10000 (97.44%), error:      1018.96582, best error:       862.18878 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 160.1308288574s, input_fired_time: 1.4931643009, output_fired_time: 1.5119892359, propagate_forward_time: 59.8222846985, propagate_backward_time: 94.0960006714, weight_update_time: 0.2059404999, other_time: 3.2073898315
epoch time: 12.9093904495s, input_fired_time: 0.1934061795, output_fired_time: 0.0000000000, propagate_forward_time: 12.1245889664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913953781
validation[          , genome  6742] predictions:    9724/  10000 (97.24%), best:    9744/10000 (97.44%), error:       963.22809, best error:       862.18878 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 159.5470123291s, input_fired_time: 1.5085545778, output_fired_time: 1.5079007149, propagate_forward_time: 59.4102745056, propagate_backward_time: 93.8572921753, weight_update_time: 0.2045922279, other_time: 3.2629776001
epoch time: 12.7275953293s, input_fired_time: 0.1877355129, output_fired_time: 0.0000000000, propagate_forward_time: 11.9770765305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5627832413
validation[          , genome  6742] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       792.63214, best error:       792.63214 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 158.0546264648s, input_fired_time: 1.4849210978, output_fired_time: 1.4946240187, propagate_forward_time: 58.8224830627, propagate_backward_time: 93.0217514038, weight_update_time: 0.2006917000, other_time: 3.2308425903
epoch time: 12.8509082794s, input_fired_time: 0.1895083338, output_fired_time: 0.0000000000, propagate_forward_time: 12.0907869339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5706129074
validation[          , genome  6742] predictions:    9762/  10000 (97.62%), best:    9768/10000 (97.68%), error:       821.27441, best error:       792.63214 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 159.9476013184s, input_fired_time: 1.5026744604, output_fired_time: 1.5120594501, propagate_forward_time: 59.9651489258, propagate_backward_time: 93.7364578247, weight_update_time: 0.2037052810, other_time: 3.2312698364
epoch time: 12.5552797318s, input_fired_time: 0.1856399775, output_fired_time: 0.0000000000, propagate_forward_time: 11.8086357117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610036850
validation[          , genome  6742] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       817.34399, best error:       792.63214 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 158.3226776123s, input_fired_time: 1.4967176914, output_fired_time: 1.5080758333, propagate_forward_time: 58.7662429810, propagate_backward_time: 93.2447204590, weight_update_time: 0.2053776979, other_time: 3.3069229126
epoch time: 12.8764638901s, input_fired_time: 0.1896690279, output_fired_time: 0.0000000000, propagate_forward_time: 12.1108283997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5759668350
validation[          , genome  6742] predictions:    9734/  10000 (97.34%), best:    9768/10000 (97.68%), error:       887.80548, best error:       792.63214 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 160.2184448242s, input_fired_time: 1.4948444366, output_fired_time: 1.5101304054, propagate_forward_time: 59.8645973206, propagate_backward_time: 94.1390991211, weight_update_time: 0.2031581402, other_time: 3.2097778320
epoch time: 12.7487440109s, input_fired_time: 0.1903603226, output_fired_time: 0.0000000000, propagate_forward_time: 11.9795618057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788221359
validation[          , genome  6742] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       822.54504, best error:       792.63214 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 160.1855621338s, input_fired_time: 1.4972321987, output_fired_time: 1.5059739351, propagate_forward_time: 59.9899673462, propagate_backward_time: 94.0288696289, weight_update_time: 0.2016262263, other_time: 3.1635055542
epoch time: 11.5893430710s, input_fired_time: 0.1903688908, output_fired_time: 0.0000000000, propagate_forward_time: 10.7505664825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6484079361
validation[          , genome  6742] predictions:    9750/  10000 (97.50%), best:    9768/10000 (97.68%), error:       825.27856, best error:       792.63214 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 159.8677520752s, input_fired_time: 1.4964932203, output_fired_time: 1.5088225603, propagate_forward_time: 59.6802673340, propagate_backward_time: 93.9650650024, weight_update_time: 0.2033598274, other_time: 3.2171096802
epoch time: 12.6110754013s, input_fired_time: 0.1909848601, output_fired_time: 0.0000000000, propagate_forward_time: 11.8480434418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5720472336
validation[          , genome  6742] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       848.57147, best error:       792.63214 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 161.1536560059s, input_fired_time: 1.5194816589, output_fired_time: 1.5165531635, propagate_forward_time: 60.2168579102, propagate_backward_time: 94.7027816772, weight_update_time: 0.2041953653, other_time: 3.1979751587
epoch time: 12.8155345917s, input_fired_time: 0.1877283454, output_fired_time: 0.0000000000, propagate_forward_time: 12.0669212341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5608854294
validation[          , genome  6742] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       792.20734, best error:       792.20734 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 159.3138427734s, input_fired_time: 1.4975316525, output_fired_time: 1.5097780228, propagate_forward_time: 59.3256454468, propagate_backward_time: 93.7623977661, weight_update_time: 0.2026697695, other_time: 3.2184906006
epoch time: 12.8290519714s, input_fired_time: 0.1888709515, output_fired_time: 0.0000000000, propagate_forward_time: 12.0779190063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5622615814
validation[          , genome  6742] predictions:    9758/  10000 (97.58%), best:    9775/10000 (97.75%), error:       855.32104, best error:       792.20734 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 161.1661529541s, input_fired_time: 1.5188354254, output_fired_time: 1.5184564590, propagate_forward_time: 60.2974624634, propagate_backward_time: 94.5799560547, weight_update_time: 0.2052108198, other_time: 3.2514419556
epoch time: 12.8269262314s, input_fired_time: 0.1914530098, output_fired_time: 0.0000000000, propagate_forward_time: 12.0679006577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5675725937
validation[          , genome  6742] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       791.05493, best error:       791.05493 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 159.5403747559s, input_fired_time: 1.5027655363, output_fired_time: 1.5104537010, propagate_forward_time: 59.4623985291, propagate_backward_time: 93.8248748779, weight_update_time: 0.2035307437, other_time: 3.2398834229
epoch time: 12.7035989761s, input_fired_time: 0.1884880364, output_fired_time: 0.0000000000, propagate_forward_time: 11.9539661407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611448288
validation[          , genome  6742] predictions:    9729/  10000 (97.29%), best:    9765/10000 (97.65%), error:       981.62054, best error:       791.05493 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 160.4441986084s, input_fired_time: 1.5090378523, output_fired_time: 1.5165064335, propagate_forward_time: 59.8887176514, propagate_backward_time: 94.3524475098, weight_update_time: 0.2024953365, other_time: 3.1774902344
epoch time: 12.8034763336s, input_fired_time: 0.1887785643, output_fired_time: 0.0000000000, propagate_forward_time: 12.0453195572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5693778992
validation[          , genome  6742] predictions:    9766/  10000 (97.66%), best:    9765/10000 (97.65%), error:       822.71881, best error:       791.05493 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 159.0361480713s, input_fired_time: 1.5107395649, output_fired_time: 1.5177838802, propagate_forward_time: 59.2682723999, propagate_backward_time: 93.5077896118, weight_update_time: 0.2044024318, other_time: 3.2315673828
epoch time: 12.8589601517s, input_fired_time: 0.1920572966, output_fired_time: 0.0000000000, propagate_forward_time: 12.0886964798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5782060623
validation[          , genome  6742] predictions:    9718/  10000 (97.18%), best:    9765/10000 (97.65%), error:       943.81519, best error:       791.05493 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 159.1838684082s, input_fired_time: 1.5061035156, output_fired_time: 1.5062690973, propagate_forward_time: 59.2689514160, propagate_backward_time: 93.6997222900, weight_update_time: 0.2046555132, other_time: 3.2028198242
epoch time: 12.8724622726s, input_fired_time: 0.1937873214, output_fired_time: 0.0000000000, propagate_forward_time: 12.0989160538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5797586441
validation[          , genome  6742] predictions:    9696/  10000 (96.96%), best:    9765/10000 (97.65%), error:       961.32269, best error:       791.05493 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 160.3491210938s, input_fired_time: 1.5036084652, output_fired_time: 1.5082306862, propagate_forward_time: 59.9189643860, propagate_backward_time: 94.1937026978, weight_update_time: 0.2046894431, other_time: 3.2246322632
epoch time: 12.8807086945s, input_fired_time: 0.1965433806, output_fired_time: 0.0000000000, propagate_forward_time: 12.1070890427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5770759583
validation[          , genome  6742] predictions:    9727/  10000 (97.27%), best:    9765/10000 (97.65%), error:       870.27954, best error:       791.05493 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 158.0020294189s, input_fired_time: 1.5109014511, output_fired_time: 1.4972990751, propagate_forward_time: 58.5174636841, propagate_backward_time: 93.2386398315, weight_update_time: 0.1996749640, other_time: 3.2377319336
epoch time: 12.3697557449s, input_fired_time: 0.1892262250, output_fired_time: 0.0000000000, propagate_forward_time: 11.6036081314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5769214630
validation[          , genome  6742] predictions:    9727/  10000 (97.27%), best:    9765/10000 (97.65%), error:       918.45172, best error:       791.05493 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 158.9543457031s, input_fired_time: 1.5076251030, output_fired_time: 1.5003896952, propagate_forward_time: 59.1941757202, propagate_backward_time: 93.5067672729, weight_update_time: 0.2056892812, other_time: 3.2453765869
epoch time: 12.7508077621s, input_fired_time: 0.1881367415, output_fired_time: 0.0000000000, propagate_forward_time: 12.0055074692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571632385
validation[          , genome  6742] predictions:    9740/  10000 (97.40%), best:    9765/10000 (97.65%), error:       837.63092, best error:       791.05493 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 159.7699584961s, input_fired_time: 1.5059895515, output_fired_time: 1.5061638355, propagate_forward_time: 59.7050285339, propagate_backward_time: 93.8778305054, weight_update_time: 0.2013285905, other_time: 3.1749343872
epoch time: 12.9745502472s, input_fired_time: 0.1918578148, output_fired_time: 0.0000000000, propagate_forward_time: 12.2045764923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781154633
validation[          , genome  6742] predictions:    9756/  10000 (97.56%), best:    9765/10000 (97.65%), error:       806.64838, best error:       791.05493 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 159.5225982666s, input_fired_time: 1.5121935606, output_fired_time: 1.5089317560, propagate_forward_time: 59.4467048645, propagate_backward_time: 93.8158111572, weight_update_time: 0.2046925724, other_time: 3.2389678955
epoch time: 12.4640665054s, input_fired_time: 0.1904644370, output_fired_time: 0.0000000000, propagate_forward_time: 11.6967811584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5768213272
validation[          , genome  6742] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       782.23016, best error:       782.23016 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 159.6804351807s, input_fired_time: 1.5258698463, output_fired_time: 1.5142158270, propagate_forward_time: 59.4064750671, propagate_backward_time: 93.9672546387, weight_update_time: 0.2041374147, other_time: 3.2666168213
epoch time: 13.2374343872s, input_fired_time: 0.1965550333, output_fired_time: 0.0000000000, propagate_forward_time: 12.4597406387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5811386108
validation[          , genome  6742] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       852.01050, best error:       782.23016 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 157.3887023926s, input_fired_time: 1.4944485426, output_fired_time: 1.4930838346, propagate_forward_time: 58.4702453613, propagate_backward_time: 92.6812667847, weight_update_time: 0.1997708976, other_time: 3.2496566772
epoch time: 11.9638023376s, input_fired_time: 0.1853712350, output_fired_time: 0.0000000000, propagate_forward_time: 11.1777276993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6007032394
validation[          , genome  6742] predictions:    9739/  10000 (97.39%), best:    9776/10000 (97.76%), error:       911.28705, best error:       782.23016 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 159.7784729004s, input_fired_time: 1.5260646343, output_fired_time: 1.5232124329, propagate_forward_time: 59.4544601440, propagate_backward_time: 94.0155868530, weight_update_time: 0.2045658976, other_time: 3.2591552734
epoch time: 12.7413902283s, input_fired_time: 0.1924358755, output_fired_time: 0.0000000000, propagate_forward_time: 11.9731864929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5757675171
validation[          , genome  6742] predictions:    9709/  10000 (97.09%), best:    9776/10000 (97.76%), error:       952.88715, best error:       782.23016 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 157.1230010986s, input_fired_time: 1.4976756573, output_fired_time: 1.4911701679, propagate_forward_time: 58.1641311646, propagate_backward_time: 92.7216033936, weight_update_time: 0.1979993731, other_time: 3.2484207153
epoch time: 11.8832006454s, input_fired_time: 0.1861773729, output_fired_time: 0.0000000000, propagate_forward_time: 11.1064023972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906209946
validation[          , genome  6742] predictions:    9757/  10000 (97.57%), best:    9776/10000 (97.76%), error:       809.37946, best error:       782.23016 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 160.2783355713s, input_fired_time: 1.5091143847, output_fired_time: 1.5019158125, propagate_forward_time: 59.9494132996, propagate_backward_time: 94.1305389404, weight_update_time: 0.2024810761, other_time: 3.1873474121
epoch time: 12.7496747971s, input_fired_time: 0.1938743740, output_fired_time: 0.0000000000, propagate_forward_time: 11.9780197144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5777807236
validation[          , genome  6742] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       779.80768, best error:       779.80768 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 158.8884887695s, input_fired_time: 1.5188254118, output_fired_time: 1.5034704208, propagate_forward_time: 59.1325302124, propagate_backward_time: 93.4717330933, weight_update_time: 0.2036576420, other_time: 3.2619323730
epoch time: 13.2670526505s, input_fired_time: 0.1977721602, output_fired_time: 0.0000000000, propagate_forward_time: 12.4908561707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5784244537
validation[          , genome  6742] predictions:    9679/  10000 (96.79%), best:    9787/10000 (97.87%), error:      1070.20752, best error:       779.80768 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 157.0906524658s, input_fired_time: 1.5087728500, output_fired_time: 1.4906448126, propagate_forward_time: 58.0815963745, propagate_backward_time: 92.7012252808, weight_update_time: 0.2040163726, other_time: 3.3084106445
epoch time: 12.8354663849s, input_fired_time: 0.1957186162, output_fired_time: 0.0000000000, propagate_forward_time: 12.0551958084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845518112
validation[          , genome  6742] predictions:    9783/  10000 (97.83%), best:    9787/10000 (97.87%), error:       787.00378, best error:       779.80768 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 159.1200714111s, input_fired_time: 1.5187455416, output_fired_time: 1.5049493313, propagate_forward_time: 59.2989463806, propagate_backward_time: 93.5437927246, weight_update_time: 0.2042414546, other_time: 3.2536315918
epoch time: 12.5029182434s, input_fired_time: 0.1950277090, output_fired_time: 0.0000000000, propagate_forward_time: 11.7316894531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5762014389
validation[          , genome  6742] predictions:    9736/  10000 (97.36%), best:    9787/10000 (97.87%), error:       845.09692, best error:       779.80768 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 160.6679534912s, input_fired_time: 1.5259392262, output_fired_time: 1.5184041262, propagate_forward_time: 59.9689102173, propagate_backward_time: 94.3739700317, weight_update_time: 0.2063578069, other_time: 3.2807312012
epoch time: 11.0957021713s, input_fired_time: 0.1846236289, output_fired_time: 0.0000000000, propagate_forward_time: 10.2787990570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6322793961
validation[          , genome  6742] predictions:    9770/  10000 (97.70%), best:    9787/10000 (97.87%), error:       780.50824, best error:       779.80768 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 159.2194976807s, input_fired_time: 1.5215229988, output_fired_time: 1.5135477781, propagate_forward_time: 59.0997962952, propagate_backward_time: 93.8390808105, weight_update_time: 0.2012879401, other_time: 3.2455444336
epoch time: 12.9732799530s, input_fired_time: 0.1977092624, output_fired_time: 0.0000000000, propagate_forward_time: 12.2028121948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5727586746
validation[          , genome  6742] predictions:    9732/  10000 (97.32%), best:    9787/10000 (97.87%), error:       850.79919, best error:       779.80768 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 160.3582458496s, input_fired_time: 1.5284650326, output_fired_time: 1.5090295076, propagate_forward_time: 59.9145736694, propagate_backward_time: 94.2196655273, weight_update_time: 0.2025542557, other_time: 3.1865158081
epoch time: 12.7121315002s, input_fired_time: 0.1901270002, output_fired_time: 0.0000000000, propagate_forward_time: 11.9657793045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5562248230
validation[          , genome  6742] predictions:    9761/  10000 (97.61%), best:    9787/10000 (97.87%), error:       825.46698, best error:       779.80768 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 159.6331481934s, input_fired_time: 1.5344258547, output_fired_time: 1.5129106045, propagate_forward_time: 59.4964828491, propagate_backward_time: 93.7969589233, weight_update_time: 0.2032343447, other_time: 3.2923736572
epoch time: 11.4558010101s, input_fired_time: 0.1942712069, output_fired_time: 0.0000000000, propagate_forward_time: 10.5922098160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6693201065
validation[          , genome  6742] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       768.31030, best error:       768.31030 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 160.4572296143s, input_fired_time: 1.5175950527, output_fired_time: 1.5106523037, propagate_forward_time: 59.9963645935, propagate_backward_time: 94.2450714111, weight_update_time: 0.2037454247, other_time: 3.1875457764
epoch time: 12.8650465012s, input_fired_time: 0.1941189319, output_fired_time: 0.0000000000, propagate_forward_time: 12.0920648575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788631439
validation[          , genome  6742] predictions:    9717/  10000 (97.17%), best:    9775/10000 (97.75%), error:       896.24982, best error:       768.31030 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 159.4910278320s, input_fired_time: 1.5176607370, output_fired_time: 1.5079110861, propagate_forward_time: 59.3982200623, propagate_backward_time: 93.8440628052, weight_update_time: 0.2013767362, other_time: 3.2231826782
epoch time: 12.4426527023s, input_fired_time: 0.1895832866, output_fired_time: 0.0000000000, propagate_forward_time: 11.6653985977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876712799
validation[          , genome  6742] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       838.40570, best error:       768.31030 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 158.3518218994s, input_fired_time: 1.5096226931, output_fired_time: 1.5046007633, propagate_forward_time: 58.8788757324, propagate_backward_time: 93.1906204224, weight_update_time: 0.2028345317, other_time: 3.2680892944
epoch time: 12.8615980148s, input_fired_time: 0.1954200417, output_fired_time: 0.0000000000, propagate_forward_time: 12.0919761658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742015839
validation[          , genome  6742] predictions:    9757/  10000 (97.57%), best:    9775/10000 (97.75%), error:       857.81097, best error:       768.31030 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 158.3776855469s, input_fired_time: 1.5158178806, output_fired_time: 1.4875358343, propagate_forward_time: 59.0421333313, propagate_backward_time: 93.1363601685, weight_update_time: 0.2026100308, other_time: 3.1958389282
epoch time: 12.7506752014s, input_fired_time: 0.1940863878, output_fired_time: 0.0000000000, propagate_forward_time: 11.9884586334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5681304932
validation[          , genome  6742] predictions:    9777/  10000 (97.77%), best:    9775/10000 (97.75%), error:       788.51837, best error:       768.31030 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 159.5709838867s, input_fired_time: 1.5206615925, output_fired_time: 1.5080442429, propagate_forward_time: 59.4755249023, propagate_backward_time: 93.7927246094, weight_update_time: 0.2049389184, other_time: 3.2740325928
epoch time: 12.7184114456s, input_fired_time: 0.1945336014, output_fired_time: 0.0000000000, propagate_forward_time: 11.9605894089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632886887
validation[          , genome  6742] predictions:    9690/  10000 (96.90%), best:    9775/10000 (97.75%), error:       988.39777, best error:       768.31030 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 160.1512298584s, input_fired_time: 1.5282251835, output_fired_time: 1.5151730776, propagate_forward_time: 59.7923164368, propagate_backward_time: 94.1052551270, weight_update_time: 0.2026608139, other_time: 3.2102661133
epoch time: 12.0574188232s, input_fired_time: 0.1898069233, output_fired_time: 0.0000000000, propagate_forward_time: 11.2763681412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5912437439
validation[          , genome  6742] predictions:    9769/  10000 (97.69%), best:    9775/10000 (97.75%), error:       819.86670, best error:       768.31030 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 158.9788208008s, input_fired_time: 1.5161961317, output_fired_time: 1.5054724216, propagate_forward_time: 59.0752334595, propagate_backward_time: 93.6511535645, weight_update_time: 0.2004702538, other_time: 3.2307662964
epoch time: 12.0425357819s, input_fired_time: 0.1903420687, output_fired_time: 0.0000000000, propagate_forward_time: 11.2578592300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943346024
validation[          , genome  6742] predictions:    9725/  10000 (97.25%), best:    9775/10000 (97.75%), error:       897.17181, best error:       768.31030 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 159.7167968750s, input_fired_time: 1.5222235918, output_fired_time: 1.5093443394, propagate_forward_time: 59.4188842773, propagate_backward_time: 94.0309600830, weight_update_time: 0.2040597647, other_time: 3.2353973389
epoch time: 11.4094276428s, input_fired_time: 0.1863134801, output_fired_time: 0.0000000000, propagate_forward_time: 10.6349105835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882034302
validation[          , genome  6742] predictions:    9761/  10000 (97.61%), best:    9775/10000 (97.75%), error:       807.84344, best error:       768.31030 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 161.4427032471s, input_fired_time: 1.5327712297, output_fired_time: 1.5150235891, propagate_forward_time: 60.4769630432, propagate_backward_time: 94.7173385620, weight_update_time: 0.2063351423, other_time: 3.2005996704
epoch time: 12.6916036606s, input_fired_time: 0.1918457896, output_fired_time: 0.0000000000, propagate_forward_time: 11.9427070618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570507050
validation[          , genome  6742] predictions:    9706/  10000 (97.06%), best:    9775/10000 (97.75%), error:       956.06348, best error:       768.31030 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 157.9869995117s, input_fired_time: 1.5158437490, output_fired_time: 1.4917203188, propagate_forward_time: 58.8352012634, propagate_backward_time: 92.9218444824, weight_update_time: 0.2024372667, other_time: 3.2223968506
epoch time: 12.6731901169s, input_fired_time: 0.1944434494, output_fired_time: 0.0000000000, propagate_forward_time: 11.9169597626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617866516
validation[          , genome  6742] predictions:    9742/  10000 (97.42%), best:    9775/10000 (97.75%), error:       870.52942, best error:       768.31030 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 159.8929595947s, input_fired_time: 1.5219101906, output_fired_time: 1.5044910908, propagate_forward_time: 59.7368125916, propagate_backward_time: 93.9259414673, weight_update_time: 0.2031264305, other_time: 3.2038040161
epoch time: 12.8307580948s, input_fired_time: 0.1974637657, output_fired_time: 0.0000000000, propagate_forward_time: 12.0533504486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5799436569
validation[          , genome  6742] predictions:    9771/  10000 (97.71%), best:    9775/10000 (97.75%), error:       821.90814, best error:       768.31030 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 157.3976287842s, input_fired_time: 1.5130946636, output_fired_time: 1.4869805574, propagate_forward_time: 58.6555252075, propagate_backward_time: 92.5314559937, weight_update_time: 0.2020450085, other_time: 3.2105712891
epoch time: 12.8862199783s, input_fired_time: 0.1971673667, output_fired_time: 0.0000000000, propagate_forward_time: 12.1184911728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5705614090
validation[          , genome  6742] predictions:    9767/  10000 (97.67%), best:    9775/10000 (97.75%), error:       826.16418, best error:       768.31030 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 160.0001525879s, input_fired_time: 1.5303195715, output_fired_time: 1.5129629374, propagate_forward_time: 59.6179809570, propagate_backward_time: 94.1248321533, weight_update_time: 0.2025079727, other_time: 3.2140502930
epoch time: 12.8673810959s, input_fired_time: 0.1982194185, output_fired_time: 0.0000000000, propagate_forward_time: 12.0870752335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5820865631
validation[          , genome  6742] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       755.50403, best error:       755.50403 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 155.3282623291s, input_fired_time: 1.5101922750, output_fired_time: 1.4886380434, propagate_forward_time: 57.1505050659, propagate_backward_time: 91.8083267212, weight_update_time: 0.2013605386, other_time: 3.3706054688
epoch time: 12.4799060822s, input_fired_time: 0.1922501624, output_fired_time: 0.0000000000, propagate_forward_time: 11.7147226334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5729331970
validation[          , genome  6742] predictions:    9777/  10000 (97.77%), best:    9770/10000 (97.70%), error:       791.41553, best error:       755.50403 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 158.9478302002s, input_fired_time: 1.5214210749, output_fired_time: 1.5018178225, propagate_forward_time: 59.2248077393, propagate_backward_time: 93.4327087402, weight_update_time: 0.2050862759, other_time: 3.2670745850
epoch time: 13.0254745483s, input_fired_time: 0.1977253407, output_fired_time: 0.0000000000, propagate_forward_time: 12.2401428223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876064301
validation[          , genome  6742] predictions:    9718/  10000 (97.18%), best:    9770/10000 (97.70%), error:       960.40607, best error:       755.50403 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 158.5567932129s, input_fired_time: 1.5286642313, output_fired_time: 1.5129709244, propagate_forward_time: 58.7303581238, propagate_backward_time: 93.4812011719, weight_update_time: 0.2046996951, other_time: 3.3035888672
epoch time: 12.4175062180s, input_fired_time: 0.1934155226, output_fired_time: 0.0000000000, propagate_forward_time: 11.6391096115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5849809647
validation[          , genome  6742] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       801.86462, best error:       755.50403 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 158.7419128418s, input_fired_time: 1.5271341801, output_fired_time: 1.4946125746, propagate_forward_time: 59.1906585693, propagate_backward_time: 93.3122406006, weight_update_time: 0.2023743540, other_time: 3.2172698975
epoch time: 12.8228054047s, input_fired_time: 0.1945894510, output_fired_time: 0.0000000000, propagate_forward_time: 12.0507793427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774364471
validation[          , genome  6742] predictions:    9765/  10000 (97.65%), best:    9770/10000 (97.70%), error:       804.87732, best error:       755.50403 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 159.1645507813s, input_fired_time: 1.5343428850, output_fired_time: 1.5058512688, propagate_forward_time: 59.1997337341, propagate_backward_time: 93.6606903076, weight_update_time: 0.2035214901, other_time: 3.2639312744
epoch time: 12.9840087891s, input_fired_time: 0.1963670552, output_fired_time: 0.0000000000, propagate_forward_time: 12.2058496475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5817918777
validation[          , genome  6742] predictions:    9767/  10000 (97.67%), best:    9770/10000 (97.70%), error:       802.26825, best error:       755.50403 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 158.7456359863s, input_fired_time: 1.5247119665, output_fired_time: 1.4939099550, propagate_forward_time: 59.2292251587, propagate_backward_time: 93.2728881836, weight_update_time: 0.2030616105, other_time: 3.2248916626
epoch time: 12.7557926178s, input_fired_time: 0.1968621165, output_fired_time: 0.0000000000, propagate_forward_time: 11.9800500870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788803101
validation[          , genome  6742] predictions:    9731/  10000 (97.31%), best:    9770/10000 (97.70%), error:       899.55231, best error:       755.50403 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 160.3680877686s, input_fired_time: 1.5533415079, output_fired_time: 1.5176231861, propagate_forward_time: 59.6434135437, propagate_backward_time: 94.3506469727, weight_update_time: 0.2031830549, other_time: 3.3030548096
epoch time: 13.3171939850s, input_fired_time: 0.2078388035, output_fired_time: 0.0000000000, propagate_forward_time: 12.5150451660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943098068
validation[          , genome  6742] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       870.02435, best error:       755.50403 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 160.8430633545s, input_fired_time: 1.5381085873, output_fired_time: 1.5159639120, propagate_forward_time: 60.0984001160, propagate_backward_time: 94.4618072510, weight_update_time: 0.2025278509, other_time: 3.2287902832
epoch time: 12.7420396805s, input_fired_time: 0.1925085634, output_fired_time: 0.0000000000, propagate_forward_time: 11.9891262054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5604047775
validation[          , genome  6742] predictions:    9705/  10000 (97.05%), best:    9770/10000 (97.70%), error:      1006.81744, best error:       755.50403 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 159.8745574951s, input_fired_time: 1.5317405462, output_fired_time: 1.5019254684, propagate_forward_time: 59.6903381348, propagate_backward_time: 93.9560699463, weight_update_time: 0.2023890018, other_time: 3.1944885254
epoch time: 12.0629014969s, input_fired_time: 0.1906808615, output_fired_time: 0.0000000000, propagate_forward_time: 11.2938232422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783977509
validation[          , genome  6742] predictions:    9754/  10000 (97.54%), best:    9770/10000 (97.70%), error:       815.65936, best error:       755.50403 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 160.2107696533s, input_fired_time: 1.5309207439, output_fired_time: 1.5105403662, propagate_forward_time: 59.7752609253, propagate_backward_time: 94.1575775146, weight_update_time: 0.2045726329, other_time: 3.2364730835
epoch time: 12.7879610062s, input_fired_time: 0.1955057234, output_fired_time: 0.0000000000, propagate_forward_time: 12.0120048523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5804500580
validation[          , genome  6742] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       879.35870, best error:       755.50403 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 159.0697479248s, input_fired_time: 1.5385260582, output_fired_time: 1.5120223761, propagate_forward_time: 59.0686988831, propagate_backward_time: 93.6694717407, weight_update_time: 0.2041864097, other_time: 3.2810287476
epoch time: 13.1695346832s, input_fired_time: 0.1998945028, output_fired_time: 0.0000000000, propagate_forward_time: 12.3958425522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737972260
validation[          , genome  6742] predictions:    9726/  10000 (97.26%), best:    9770/10000 (97.70%), error:       927.41376, best error:       755.50403 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 159.8493804932s, input_fired_time: 1.5357255936, output_fired_time: 1.5051275492, propagate_forward_time: 59.6202201843, propagate_backward_time: 93.9826278687, weight_update_time: 0.2033210099, other_time: 3.2056808472
epoch time: 11.4527807236s, input_fired_time: 0.1884661168, output_fired_time: 0.0000000000, propagate_forward_time: 10.6557588577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6085557938
validation[          , genome  6742] predictions:    9747/  10000 (97.47%), best:    9770/10000 (97.70%), error:       854.47253, best error:       755.50403 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 155.5623626709s, input_fired_time: 1.5064492226, output_fired_time: 1.4867247343, propagate_forward_time: 57.2623825073, propagate_backward_time: 92.0249862671, weight_update_time: 0.1995977908, other_time: 3.2818145752
epoch time: 12.6714658737s, input_fired_time: 0.1936561167, output_fired_time: 0.0000000000, propagate_forward_time: 11.9197053909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581045151
validation[          , genome  6742] predictions:    9737/  10000 (97.37%), best:    9770/10000 (97.70%), error:       871.64752, best error:       755.50403 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 160.0063934326s, input_fired_time: 1.5403064489, output_fired_time: 1.5139733553, propagate_forward_time: 59.6170997620, propagate_backward_time: 94.1158599854, weight_update_time: 0.2043920904, other_time: 3.2191467285
epoch time: 12.6367654800s, input_fired_time: 0.1934440583, output_fired_time: 0.0000000000, propagate_forward_time: 11.8796167374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5637044907
validation[          , genome  6742] predictions:    9767/  10000 (97.67%), best:    9770/10000 (97.70%), error:       808.39429, best error:       755.50403 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 160.1224212646s, input_fired_time: 1.5425415039, output_fired_time: 1.5078693628, propagate_forward_time: 59.7679977417, propagate_backward_time: 94.0640869141, weight_update_time: 0.2033602744, other_time: 3.2399215698
epoch time: 13.0800771713s, input_fired_time: 0.2003394812, output_fired_time: 0.0000000000, propagate_forward_time: 12.3008460999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788917542
validation[          , genome  6742] predictions:    9765/  10000 (97.65%), best:    9770/10000 (97.70%), error:       796.61871, best error:       755.50403 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 159.7942199707s, input_fired_time: 1.5294363499, output_fired_time: 1.5046867132, propagate_forward_time: 59.6365928650, propagate_backward_time: 93.9049758911, weight_update_time: 0.2039083242, other_time: 3.2185287476
epoch time: 13.0463447571s, input_fired_time: 0.1981480122, output_fired_time: 0.0000000000, propagate_forward_time: 12.2756481171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725488663
validation[          , genome  6742] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       830.28821, best error:       755.50403 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 159.3667755127s, input_fired_time: 1.5399111509, output_fired_time: 1.5151551962, propagate_forward_time: 59.1850662231, propagate_backward_time: 93.8318405151, weight_update_time: 0.2037664652, other_time: 3.2947998047
epoch time: 12.3570194244s, input_fired_time: 0.1929977387, output_fired_time: 0.0000000000, propagate_forward_time: 11.5933294296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5706920624
validation[          , genome  6742] predictions:    9760/  10000 (97.60%), best:    9770/10000 (97.70%), error:       821.37634, best error:       755.50403 on epoch:    83, 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: 63.7284851074s, input_fired_time: 0.9815069437, output_fired_time: 0.0000000000, propagate_forward_time: 59.7620773315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9849014282
best training[          , genome  6742] predictions:   49676/  50000 (99.35%), best:    9770/10000 (97.70%), error:      1308.78064, best error:       755.50403 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 12.8443555832s, input_fired_time: 0.1916400641, output_fired_time: 0.0000000000, propagate_forward_time: 12.0974130630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5553026199
   testing[          , genome  6742] predictions:    9783/  10000 (97.83%), best:    9770/10000 (97.70%), error:       673.94366, best error:       755.50403 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:15:58 (3452): called boinc_finish(0)

</stderr_txt>
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