Nameexact_genome_1512568488_42_6469_1
Workunit2603546
Created7 Dec 2017, 19:52:52 UTC
Sent7 Dec 2017, 20:01:32 UTC
Report deadline15 Dec 2017, 10:15:11 UTC
Received9 Dec 2017, 11:59:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time4 hours 11 min 42 sec
CPU time4 hours 6 min 55 sec
Validate stateValid
Credit1,898.21
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.21 MB
Peak swap size155.48 MB
Peak disk usage2.23 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.46%), best:    9656/10000 (96.56%), error:      1131.69653, best error:      1021.54712 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 134.5860595703s, input_fired_time: 1.7202501297, output_fired_time: 1.7501814365, propagate_forward_time: 52.8150100708, propagate_backward_time: 74.9836502075, weight_update_time: 0.2080319524, other_time: 3.3169708252
epoch time: 11.4398250580s, input_fired_time: 0.2151158601, output_fired_time: 0.0000000000, propagate_forward_time: 10.6266098022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5980997086
validation[          , genome  6469] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       925.05292, best error:       925.05292 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 132.6829071045s, input_fired_time: 1.7055245638, output_fired_time: 1.7351167202, propagate_forward_time: 52.0036354065, propagate_backward_time: 73.9337005615, weight_update_time: 0.2090836167, other_time: 3.3049316406
epoch time: 11.0743341446s, input_fired_time: 0.2106701732, output_fired_time: 0.0000000000, propagate_forward_time: 10.2796354294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840282440
validation[          , genome  6469] predictions:    9664/  10000 (96.64%), best:    9701/10000 (97.01%), error:      1078.40686, best error:       925.05292 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 134.0582580566s, input_fired_time: 1.7162227631, output_fired_time: 1.7483900785, propagate_forward_time: 52.5433082581, propagate_backward_time: 74.7414703369, weight_update_time: 0.2055974603, other_time: 3.3088836670
epoch time: 11.2397994995s, input_fired_time: 0.2146835178, output_fired_time: 0.0000000000, propagate_forward_time: 10.4250240326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6000919342
validation[          , genome  6469] predictions:    9708/  10000 (97.08%), best:    9701/10000 (97.01%), error:       926.79266, best error:       925.05292 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 134.4313507080s, input_fired_time: 1.7211217880, output_fired_time: 1.7554612160, propagate_forward_time: 52.8234176636, propagate_backward_time: 74.8234710693, weight_update_time: 0.2099502832, other_time: 3.3078842163
epoch time: 11.2200984955s, input_fired_time: 0.2131298333, output_fired_time: 0.0000000000, propagate_forward_time: 10.4037504196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6032180786
validation[          , genome  6469] predictions:    9691/  10000 (96.91%), best:    9701/10000 (97.01%), error:      1025.76648, best error:       925.05292 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 135.4572296143s, input_fired_time: 1.7390300035, output_fired_time: 1.7706711292, propagate_forward_time: 53.2652359009, propagate_backward_time: 75.3309707642, weight_update_time: 0.2093087435, other_time: 3.3513183594
epoch time: 11.4790315628s, input_fired_time: 0.2223549485, output_fired_time: 0.0000000000, propagate_forward_time: 10.6397123337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169643402
validation[          , genome  6469] predictions:    9689/  10000 (96.89%), best:    9701/10000 (97.01%), error:      1013.12878, best error:       925.05292 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 134.2435150146s, input_fired_time: 1.7291977406, output_fired_time: 1.7623819113, propagate_forward_time: 52.5047073364, propagate_backward_time: 74.9167709351, weight_update_time: 0.2093383223, other_time: 3.3304595947
epoch time: 11.2856664658s, input_fired_time: 0.2170701474, output_fired_time: 0.0000000000, propagate_forward_time: 10.4690980911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5994977951
validation[          , genome  6469] predictions:    9681/  10000 (96.81%), best:    9701/10000 (97.01%), error:      1013.01483, best error:       925.05292 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 133.0185852051s, input_fired_time: 1.7260551453, output_fired_time: 1.7300186157, propagate_forward_time: 52.3122634888, propagate_backward_time: 73.9475936890, weight_update_time: 0.2071566582, other_time: 3.3026428223
epoch time: 11.1001338959s, input_fired_time: 0.2109556049, output_fired_time: 0.0000000000, propagate_forward_time: 10.3044471741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5847311020
validation[          , genome  6469] predictions:    9641/  10000 (96.41%), best:    9701/10000 (97.01%), error:      1082.39148, best error:       925.05292 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 133.7240600586s, input_fired_time: 1.7271401882, output_fired_time: 1.7419930696, propagate_forward_time: 52.5357513428, propagate_backward_time: 74.4028167725, weight_update_time: 0.2066322714, other_time: 3.3163604736
epoch time: 11.1779317856s, input_fired_time: 0.2142543942, output_fired_time: 0.0000000000, propagate_forward_time: 10.3709526062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927248001
validation[          , genome  6469] predictions:    9705/  10000 (97.05%), best:    9701/10000 (97.01%), error:       979.98480, best error:       925.05292 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 135.7282867432s, input_fired_time: 1.7395746708, output_fired_time: 1.7654980421, propagate_forward_time: 53.4029273987, propagate_backward_time: 75.4750823975, weight_update_time: 0.2077172399, other_time: 3.3451995850
epoch time: 10.9678030014s, input_fired_time: 0.2134668380, output_fired_time: 0.0000000000, propagate_forward_time: 10.1779356003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5764007568
validation[          , genome  6469] predictions:    9681/  10000 (96.81%), best:    9701/10000 (97.01%), error:      1029.21960, best error:       925.05292 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 134.4495086670s, input_fired_time: 1.7299354076, output_fired_time: 1.7538226843, propagate_forward_time: 52.7383613586, propagate_backward_time: 74.8840866089, weight_update_time: 0.2099668682, other_time: 3.3432998657
epoch time: 11.4216041565s, input_fired_time: 0.2200101614, output_fired_time: 0.0000000000, propagate_forward_time: 10.5984325409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6031618118
validation[          , genome  6469] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       903.69263, best error:       903.69263 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 133.9538116455s, input_fired_time: 1.7283198833, output_fired_time: 1.7531970739, propagate_forward_time: 52.5716209412, propagate_backward_time: 74.5929794312, weight_update_time: 0.2060383409, other_time: 3.3076858521
epoch time: 11.5563688278s, input_fired_time: 0.2224520296, output_fired_time: 0.0000000000, propagate_forward_time: 10.7154455185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184711456
validation[          , genome  6469] predictions:    9675/  10000 (96.75%), best:    9738/10000 (97.38%), error:      1042.68591, best error:       903.69263 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 135.6692352295s, input_fired_time: 1.7498686314, output_fired_time: 1.7740024328, propagate_forward_time: 53.0994987488, propagate_backward_time: 75.6903305054, weight_update_time: 0.2112267166, other_time: 3.3555374146
epoch time: 11.5327768326s, input_fired_time: 0.2192591429, output_fired_time: 0.0000000000, propagate_forward_time: 10.7144174576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5991001129
validation[          , genome  6469] predictions:    9648/  10000 (96.48%), best:    9738/10000 (97.38%), error:      1116.03650, best error:       903.69263 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 134.7263031006s, input_fired_time: 1.7355183363, output_fired_time: 1.7529271841, propagate_forward_time: 52.8076438904, propagate_backward_time: 75.1117935181, weight_update_time: 0.2076288462, other_time: 3.3184127808
epoch time: 11.3633852005s, input_fired_time: 0.2146466523, output_fired_time: 0.0000000000, propagate_forward_time: 10.5488615036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5998773575
validation[          , genome  6469] predictions:    9686/  10000 (96.86%), best:    9738/10000 (97.38%), error:       997.36163, best error:       903.69263 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 134.8203277588s, input_fired_time: 1.7420749664, output_fired_time: 1.7721502781, propagate_forward_time: 52.9288177490, propagate_backward_time: 75.0337982178, weight_update_time: 0.2089998126, other_time: 3.3434753418
epoch time: 11.3272285461s, input_fired_time: 0.2143759429, output_fired_time: 0.0000000000, propagate_forward_time: 10.5150489807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978040695
validation[          , genome  6469] predictions:    9669/  10000 (96.69%), best:    9738/10000 (97.38%), error:      1056.19226, best error:       903.69263 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 133.6469116211s, input_fired_time: 1.7309104204, output_fired_time: 1.7425894737, propagate_forward_time: 52.4028663635, propagate_backward_time: 74.4149398804, weight_update_time: 0.2085515857, other_time: 3.3556137085
epoch time: 11.0667057037s, input_fired_time: 0.2129175067, output_fired_time: 0.0000000000, propagate_forward_time: 10.2719364166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5818519592
validation[          , genome  6469] predictions:    9664/  10000 (96.64%), best:    9738/10000 (97.38%), error:      1053.79382, best error:       903.69263 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 134.3502807617s, input_fired_time: 1.7399492264, output_fired_time: 1.7536929846, propagate_forward_time: 52.5948524475, propagate_backward_time: 74.9334564209, weight_update_time: 0.2087125629, other_time: 3.3283386230
epoch time: 11.1102600098s, input_fired_time: 0.2151692808, output_fired_time: 0.0000000000, propagate_forward_time: 10.3071327209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5879583359
validation[          , genome  6469] predictions:    9657/  10000 (96.57%), best:    9738/10000 (97.38%), error:      1077.52087, best error:       903.69263 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 134.5976409912s, input_fired_time: 1.7430524826, output_fired_time: 1.7518860102, propagate_forward_time: 52.9179458618, propagate_backward_time: 74.8597640991, weight_update_time: 0.2075026631, other_time: 3.3249816895
epoch time: 11.1717309952s, input_fired_time: 0.2149657905, output_fired_time: 0.0000000000, propagate_forward_time: 10.3590402603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5977249146
validation[          , genome  6469] predictions:    9682/  10000 (96.82%), best:    9738/10000 (97.38%), error:      1032.60840, best error:       903.69263 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 134.4445495605s, input_fired_time: 1.7285834551, output_fired_time: 1.7519510984, propagate_forward_time: 52.8149490356, propagate_backward_time: 74.8348007202, weight_update_time: 0.2080065012, other_time: 3.3142700195
epoch time: 11.4540853500s, input_fired_time: 0.2209232450, output_fired_time: 0.0000000000, propagate_forward_time: 10.6401796341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5929822922
validation[          , genome  6469] predictions:    9689/  10000 (96.89%), best:    9738/10000 (97.38%), error:       994.52039, best error:       903.69263 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 134.0960388184s, input_fired_time: 1.7305550575, output_fired_time: 1.7473255396, propagate_forward_time: 52.4585342407, propagate_backward_time: 74.8482437134, weight_update_time: 0.2078922540, other_time: 3.3113708496
epoch time: 11.2585735321s, input_fired_time: 0.2173733413, output_fired_time: 0.0000000000, propagate_forward_time: 10.4567289352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5844717026
validation[          , genome  6469] predictions:    9691/  10000 (96.91%), best:    9738/10000 (97.38%), error:       977.35254, best error:       903.69263 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 136.0039672852s, input_fired_time: 1.7573243380, output_fired_time: 1.7851306200, propagate_forward_time: 53.4174423218, propagate_backward_time: 75.7004013062, weight_update_time: 0.2098474950, other_time: 3.3436737061
epoch time: 11.2713298798s, input_fired_time: 0.2179716676, output_fired_time: 0.0000000000, propagate_forward_time: 10.4579925537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953655243
validation[          , genome  6469] predictions:    9669/  10000 (96.69%), best:    9738/10000 (97.38%), error:      1110.41833, best error:       903.69263 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 135.3464660645s, input_fired_time: 1.7483923435, output_fired_time: 1.7715872526, propagate_forward_time: 53.0968322754, propagate_backward_time: 75.3676147461, weight_update_time: 0.2104761153, other_time: 3.3620300293
epoch time: 11.4858245850s, input_fired_time: 0.2182205468, output_fired_time: 0.0000000000, propagate_forward_time: 10.6730537415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945501328
validation[          , genome  6469] predictions:    9710/  10000 (97.10%), best:    9738/10000 (97.38%), error:       951.59692, best error:       903.69263 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 133.9329528809s, input_fired_time: 1.7487052679, output_fired_time: 1.7578603029, propagate_forward_time: 52.6722679138, propagate_backward_time: 74.4125671387, weight_update_time: 0.2064022571, other_time: 3.3415527344
epoch time: 11.3793706894s, input_fired_time: 0.2147329748, output_fired_time: 0.0000000000, propagate_forward_time: 10.5858507156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5787868500
validation[          , genome  6469] predictions:    9717/  10000 (97.17%), best:    9738/10000 (97.38%), error:       951.46436, best error:       903.69263 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 133.6549377441s, input_fired_time: 1.7377916574, output_fired_time: 1.7585320473, propagate_forward_time: 52.4875297546, propagate_backward_time: 74.3477630615, weight_update_time: 0.2055233717, other_time: 3.3233184814
epoch time: 11.3110141754s, input_fired_time: 0.2214178294, output_fired_time: 0.0000000000, propagate_forward_time: 10.4781856537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6114110947
validation[          , genome  6469] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       869.23090, best error:       869.23090 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 135.5804138184s, input_fired_time: 1.7520031929, output_fired_time: 1.7727464437, propagate_forward_time: 53.1842994690, propagate_backward_time: 75.5037460327, weight_update_time: 0.2114821225, other_time: 3.3676223755
epoch time: 11.4922351837s, input_fired_time: 0.2193877995, output_fired_time: 0.0000000000, propagate_forward_time: 10.6657218933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6071252823
validation[          , genome  6469] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       938.13190, best error:       869.23090 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 133.5338745117s, input_fired_time: 1.7342977524, output_fired_time: 1.7354085445, propagate_forward_time: 52.3124427795, propagate_backward_time: 74.4350051880, weight_update_time: 0.2079679072, other_time: 3.3167190552
epoch time: 11.6610670090s, input_fired_time: 0.2239107937, output_fired_time: 0.0000000000, propagate_forward_time: 10.8313903809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6057662964
validation[          , genome  6469] predictions:    9727/  10000 (97.27%), best:    9731/10000 (97.31%), error:       902.87445, best error:       869.23090 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 135.7702331543s, input_fired_time: 1.7635381222, output_fired_time: 1.7735098600, propagate_forward_time: 53.2452850342, propagate_backward_time: 75.6029281616, weight_update_time: 0.2115173936, other_time: 3.3849716187
epoch time: 11.0619783401s, input_fired_time: 0.2122475058, output_fired_time: 0.0000000000, propagate_forward_time: 10.2649621964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5847682953
validation[          , genome  6469] predictions:    9701/  10000 (97.01%), best:    9731/10000 (97.31%), error:       928.68463, best error:       869.23090 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 132.7410125732s, input_fired_time: 1.7297419310, output_fired_time: 1.7307002544, propagate_forward_time: 52.1548080444, propagate_backward_time: 73.8273239136, weight_update_time: 0.2071185261, other_time: 3.2984466553
epoch time: 11.3189630508s, input_fired_time: 0.2211965322, output_fired_time: 0.0000000000, propagate_forward_time: 10.4784879684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6192789078
validation[          , genome  6469] predictions:    9705/  10000 (97.05%), best:    9731/10000 (97.31%), error:       959.53076, best error:       869.23090 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 135.1556396484s, input_fired_time: 1.7568401098, output_fired_time: 1.7787269354, propagate_forward_time: 53.0533294678, propagate_backward_time: 75.2240600586, weight_update_time: 0.2114835382, other_time: 3.3426818848
epoch time: 11.4151163101s, input_fired_time: 0.2202078104, output_fired_time: 0.0000000000, propagate_forward_time: 10.5934810638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6014270782
validation[          , genome  6469] predictions:    9723/  10000 (97.23%), best:    9731/10000 (97.31%), error:       936.33289, best error:       869.23090 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 133.6824493408s, input_fired_time: 1.7389876842, output_fired_time: 1.7518603802, propagate_forward_time: 52.5098838806, propagate_backward_time: 74.3389282227, weight_update_time: 0.2079319954, other_time: 3.3427886963
epoch time: 11.2997684479s, input_fired_time: 0.2202261388, output_fired_time: 0.0000000000, propagate_forward_time: 10.4889078140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906343460
validation[          , genome  6469] predictions:    9730/  10000 (97.30%), best:    9731/10000 (97.31%), error:       883.74530, best error:       869.23090 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 133.6427307129s, input_fired_time: 1.7368378639, output_fired_time: 1.7415693998, propagate_forward_time: 52.3049468994, propagate_backward_time: 74.5239562988, weight_update_time: 0.2070291042, other_time: 3.3354339600
epoch time: 11.4271631241s, input_fired_time: 0.2235810012, output_fired_time: 0.0000000000, propagate_forward_time: 10.5963535309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6072282791
validation[          , genome  6469] predictions:    9662/  10000 (96.62%), best:    9731/10000 (97.31%), error:      1055.14941, best error:       869.23090 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 133.8661041260s, input_fired_time: 1.7393077612, output_fired_time: 1.7420771122, propagate_forward_time: 52.5003509521, propagate_backward_time: 74.5519027710, weight_update_time: 0.2080343366, other_time: 3.3324661255
epoch time: 11.4371471405s, input_fired_time: 0.2210492492, output_fired_time: 0.0000000000, propagate_forward_time: 10.6125059128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035919189
validation[          , genome  6469] predictions:    9734/  10000 (97.34%), best:    9731/10000 (97.31%), error:       908.09662, best error:       869.23090 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 134.2560424805s, input_fired_time: 1.7515350580, output_fired_time: 1.7507270575, propagate_forward_time: 52.7162475586, propagate_backward_time: 74.6833724976, weight_update_time: 0.2094583809, other_time: 3.3541488647
epoch time: 11.2854261398s, input_fired_time: 0.2186323106, output_fired_time: 0.0000000000, propagate_forward_time: 10.4563846588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6104087830
validation[          , genome  6469] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       866.33441, best error:       866.33441 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 134.3340911865s, input_fired_time: 1.7542763948, output_fired_time: 1.7495424747, propagate_forward_time: 52.5813026428, propagate_backward_time: 74.8876190186, weight_update_time: 0.2080219239, other_time: 3.3613586426
epoch time: 11.1862087250s, input_fired_time: 0.2232283354, output_fired_time: 0.0000000000, propagate_forward_time: 10.3529748917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6100053787
validation[          , genome  6469] predictions:    9710/  10000 (97.10%), best:    9759/10000 (97.59%), error:       923.44666, best error:       866.33441 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 134.4806671143s, input_fired_time: 1.7615545988, output_fired_time: 1.7569868565, propagate_forward_time: 52.8258552551, propagate_backward_time: 74.7950515747, weight_update_time: 0.2070654482, other_time: 3.3412246704
epoch time: 11.5767707825s, input_fired_time: 0.2233516574, output_fired_time: 0.0000000000, propagate_forward_time: 10.7462091446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6072101593
validation[          , genome  6469] predictions:    9697/  10000 (96.97%), best:    9759/10000 (97.59%), error:       971.89331, best error:       866.33441 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 133.5702972412s, input_fired_time: 1.7365424633, output_fired_time: 1.7377595901, propagate_forward_time: 52.1796798706, propagate_backward_time: 74.5936584473, weight_update_time: 0.2073388696, other_time: 3.3226547241
epoch time: 11.8009557724s, input_fired_time: 0.2283412367, output_fired_time: 0.0000000000, propagate_forward_time: 10.9611997604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6114149094
validation[          , genome  6469] predictions:    9698/  10000 (96.98%), best:    9759/10000 (97.59%), error:       969.72540, best error:       866.33441 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 134.2693786621s, input_fired_time: 1.7611645460, output_fired_time: 1.7591946125, propagate_forward_time: 52.7715950012, propagate_backward_time: 74.6430740356, weight_update_time: 0.2081931680, other_time: 3.3343429565
epoch time: 11.0050230026s, input_fired_time: 0.2160952538, output_fired_time: 0.0000000000, propagate_forward_time: 10.2018022537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5871257782
validation[          , genome  6469] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       831.02069, best error:       831.02069 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 135.1755371094s, input_fired_time: 1.7615156174, output_fired_time: 1.7615704536, propagate_forward_time: 52.9220199585, propagate_backward_time: 75.3684692383, weight_update_time: 0.2120520324, other_time: 3.3619613647
epoch time: 11.0982789993s, input_fired_time: 0.2189132422, output_fired_time: 0.0000000000, propagate_forward_time: 10.2884263992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5909395218
validation[          , genome  6469] predictions:    9717/  10000 (97.17%), best:    9759/10000 (97.59%), error:       911.87231, best error:       831.02069 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 134.6716308594s, input_fired_time: 1.7577248812, output_fired_time: 1.7716404200, propagate_forward_time: 52.9264831543, propagate_backward_time: 74.8668670654, weight_update_time: 0.2107726336, other_time: 3.3489227295
epoch time: 11.2986679077s, input_fired_time: 0.2191228867, output_fired_time: 0.0000000000, propagate_forward_time: 10.4716300964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6079149246
validation[          , genome  6469] predictions:    9702/  10000 (97.02%), best:    9759/10000 (97.59%), error:       954.53723, best error:       831.02069 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 135.1887969971s, input_fired_time: 1.7550926208, output_fired_time: 1.7515612841, propagate_forward_time: 53.0764770508, propagate_backward_time: 75.2410888672, weight_update_time: 0.2085525542, other_time: 3.3645782471
epoch time: 11.3933134079s, input_fired_time: 0.2213595361, output_fired_time: 0.0000000000, propagate_forward_time: 10.5616502762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6103038788
validation[          , genome  6469] predictions:    9738/  10000 (97.38%), best:    9759/10000 (97.59%), error:       867.38348, best error:       831.02069 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 134.3673400879s, input_fired_time: 1.7631766796, output_fired_time: 1.7632641792, propagate_forward_time: 52.7900161743, propagate_backward_time: 74.7074508667, weight_update_time: 0.2078419179, other_time: 3.3434295654
epoch time: 11.4124641418s, input_fired_time: 0.2224595398, output_fired_time: 0.0000000000, propagate_forward_time: 10.5983428955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5916614532
validation[          , genome  6469] predictions:    9752/  10000 (97.52%), best:    9759/10000 (97.59%), error:       862.80408, best error:       831.02069 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 135.3973999023s, input_fired_time: 1.7588717937, output_fired_time: 1.7603020668, propagate_forward_time: 53.1425895691, propagate_backward_time: 75.3774719238, weight_update_time: 0.2132026851, other_time: 3.3581695557
epoch time: 11.3821382523s, input_fired_time: 0.2219164222, output_fired_time: 0.0000000000, propagate_forward_time: 10.5497455597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6104764938
validation[          , genome  6469] predictions:    9665/  10000 (96.65%), best:    9759/10000 (97.59%), error:      1046.78674, best error:       831.02069 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 134.8809204102s, input_fired_time: 1.7579203844, output_fired_time: 1.7716715336, propagate_forward_time: 52.9384689331, propagate_backward_time: 75.0672836304, weight_update_time: 0.2074858397, other_time: 3.3455810547
epoch time: 11.5847110748s, input_fired_time: 0.2247803211, output_fired_time: 0.0000000000, propagate_forward_time: 10.7428064346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171245575
validation[          , genome  6469] predictions:    9662/  10000 (96.62%), best:    9759/10000 (97.59%), error:      1095.25061, best error:       831.02069 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 135.5222930908s, input_fired_time: 1.7656613588, output_fired_time: 1.7665619850, propagate_forward_time: 53.2804412842, propagate_backward_time: 75.3641967773, weight_update_time: 0.2095771432, other_time: 3.3454437256
epoch time: 11.3271923065s, input_fired_time: 0.2228228450, output_fired_time: 0.0000000000, propagate_forward_time: 10.4963579178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6080112457
validation[          , genome  6469] predictions:    9644/  10000 (96.44%), best:    9759/10000 (97.59%), error:      1120.93848, best error:       831.02069 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 134.9841613770s, input_fired_time: 1.7634117603, output_fired_time: 1.7618904114, propagate_forward_time: 52.8638610840, propagate_backward_time: 75.2399978638, weight_update_time: 0.2107743323, other_time: 3.3550033569
epoch time: 11.5952138901s, input_fired_time: 0.2299626470, output_fired_time: 0.0000000000, propagate_forward_time: 10.7467527390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184988022
validation[          , genome  6469] predictions:    9731/  10000 (97.31%), best:    9759/10000 (97.59%), error:       919.25323, best error:       831.02069 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 133.0288085938s, input_fired_time: 1.7454894781, output_fired_time: 1.7372504473, propagate_forward_time: 52.1120605469, propagate_backward_time: 74.1421737671, weight_update_time: 0.2044558674, other_time: 3.2918472290
epoch time: 11.2164077759s, input_fired_time: 0.2224556357, output_fired_time: 0.0000000000, propagate_forward_time: 10.3869132996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6070384979
validation[          , genome  6469] predictions:    9699/  10000 (96.99%), best:    9759/10000 (97.59%), error:      1009.56409, best error:       831.02069 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 132.4843139648s, input_fired_time: 1.7253919840, output_fired_time: 1.7320988178, propagate_forward_time: 51.9776268005, propagate_backward_time: 73.7419662476, weight_update_time: 0.2053194344, other_time: 3.3072280884
epoch time: 11.3470792770s, input_fired_time: 0.2197318971, output_fired_time: 0.0000000000, propagate_forward_time: 10.5191841125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6081628799
validation[          , genome  6469] predictions:    9712/  10000 (97.12%), best:    9759/10000 (97.59%), error:       904.85040, best error:       831.02069 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 135.7655792236s, input_fired_time: 1.7672713995, output_fired_time: 1.7777160406, propagate_forward_time: 53.0564880371, propagate_backward_time: 75.8168563843, weight_update_time: 0.2103839815, other_time: 3.3472518921
epoch time: 11.4084920883s, input_fired_time: 0.2211004198, output_fired_time: 0.0000000000, propagate_forward_time: 10.5918331146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955581665
validation[          , genome  6469] predictions:    9747/  10000 (97.47%), best:    9759/10000 (97.59%), error:       860.23187, best error:       831.02069 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 135.2893676758s, input_fired_time: 1.7668637037, output_fired_time: 1.7768160105, propagate_forward_time: 53.0285987854, propagate_backward_time: 75.3861007690, weight_update_time: 0.2063933015, other_time: 3.3310012817
epoch time: 11.2441587448s, input_fired_time: 0.2232368290, output_fired_time: 0.0000000000, propagate_forward_time: 10.4203701019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005516052
validation[          , genome  6469] predictions:    9731/  10000 (97.31%), best:    9759/10000 (97.59%), error:       923.06372, best error:       831.02069 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 134.7180938721s, input_fired_time: 1.7608126402, output_fired_time: 1.7525272369, propagate_forward_time: 52.7413063049, propagate_backward_time: 75.1152267456, weight_update_time: 0.2102575302, other_time: 3.3482131958
epoch time: 11.4958486557s, input_fired_time: 0.2243796289, output_fired_time: 0.0000000000, propagate_forward_time: 10.6643733978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6070957184
validation[          , genome  6469] predictions:    9706/  10000 (97.06%), best:    9759/10000 (97.59%), error:       981.06104, best error:       831.02069 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 134.9456024170s, input_fired_time: 1.7647517920, output_fired_time: 1.7494786978, propagate_forward_time: 52.8198013306, propagate_backward_time: 75.2710189819, weight_update_time: 0.2081930935, other_time: 3.3405456543
epoch time: 11.3009300232s, input_fired_time: 0.2251680195, output_fired_time: 0.0000000000, propagate_forward_time: 10.4714393616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6043224335
validation[          , genome  6469] predictions:    9742/  10000 (97.42%), best:    9759/10000 (97.59%), error:       864.28607, best error:       831.02069 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 135.0635070801s, input_fired_time: 1.7649019957, output_fired_time: 1.7650262117, propagate_forward_time: 52.9814834595, propagate_backward_time: 75.2068862915, weight_update_time: 0.2094489932, other_time: 3.3451995850
epoch time: 11.2323617935s, input_fired_time: 0.2270961553, output_fired_time: 0.0000000000, propagate_forward_time: 10.3936309814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6116342545
validation[          , genome  6469] predictions:    9704/  10000 (97.04%), best:    9759/10000 (97.59%), error:       976.32239, best error:       831.02069 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 135.2400665283s, input_fired_time: 1.7698693275, output_fired_time: 1.7748833895, propagate_forward_time: 52.9972839355, propagate_backward_time: 75.3682632446, weight_update_time: 0.2081927508, other_time: 3.3297653198
epoch time: 11.4410276413s, input_fired_time: 0.2220886648, output_fired_time: 0.0000000000, propagate_forward_time: 10.6272277832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5917110443
validation[          , genome  6469] predictions:    9706/  10000 (97.06%), best:    9759/10000 (97.59%), error:       900.87738, best error:       831.02069 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 135.5919189453s, input_fired_time: 1.7697454691, output_fired_time: 1.7600408792, propagate_forward_time: 53.1521148682, propagate_backward_time: 75.5509185791, weight_update_time: 0.2084860951, other_time: 3.3591003418
epoch time: 11.6303691864s, input_fired_time: 0.2269803584, output_fired_time: 0.0000000000, propagate_forward_time: 10.7912082672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6121807098
validation[          , genome  6469] predictions:    9736/  10000 (97.36%), best:    9759/10000 (97.59%), error:       910.35071, best error:       831.02069 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 134.9547424316s, input_fired_time: 1.7641955614, output_fired_time: 1.7603055239, propagate_forward_time: 52.6846580505, propagate_backward_time: 75.4057693481, weight_update_time: 0.2081762105, other_time: 3.3398208618
epoch time: 11.4507846832s, input_fired_time: 0.2215211540, output_fired_time: 0.0000000000, propagate_forward_time: 10.6234140396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058492661
validation[          , genome  6469] predictions:    9702/  10000 (97.02%), best:    9759/10000 (97.59%), error:       965.35535, best error:       831.02069 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 135.0839996338s, input_fired_time: 1.7649601698, output_fired_time: 1.7473114729, propagate_forward_time: 52.8457908630, propagate_backward_time: 75.3849029541, weight_update_time: 0.2072836161, other_time: 3.3410339355
epoch time: 11.6644878387s, input_fired_time: 0.2259956300, output_fired_time: 0.0000000000, propagate_forward_time: 10.8289260864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6095657349
validation[          , genome  6469] predictions:    9723/  10000 (97.23%), best:    9759/10000 (97.59%), error:       928.32416, best error:       831.02069 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 135.2728576660s, input_fired_time: 1.7572917938, output_fired_time: 1.7608265877, propagate_forward_time: 52.8934440613, propagate_backward_time: 75.5265121460, weight_update_time: 0.2116962522, other_time: 3.3347702026
epoch time: 11.1159505844s, input_fired_time: 0.2239500284, output_fired_time: 0.0000000000, propagate_forward_time: 10.2836103439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6083898544
validation[          , genome  6469] predictions:    9735/  10000 (97.35%), best:    9759/10000 (97.59%), error:       841.14429, best error:       831.02069 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 135.5341033936s, input_fired_time: 1.7774883509, output_fired_time: 1.7640624046, propagate_forward_time: 53.2685890198, propagate_backward_time: 75.3651275635, weight_update_time: 0.2108162344, other_time: 3.3588409424
epoch time: 11.5727453232s, input_fired_time: 0.2277153730, output_fired_time: 0.0000000000, propagate_forward_time: 10.7344331741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6105966568
validation[          , genome  6469] predictions:    9669/  10000 (96.69%), best:    9759/10000 (97.59%), error:      1033.82922, best error:       831.02069 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 133.9634399414s, input_fired_time: 1.7593234777, output_fired_time: 1.7461972237, propagate_forward_time: 52.2396545410, propagate_backward_time: 74.8724212646, weight_update_time: 0.2118258625, other_time: 3.3458404541
epoch time: 11.5320129395s, input_fired_time: 0.2300218940, output_fired_time: 0.0000000000, propagate_forward_time: 10.7015390396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6004524231
validation[          , genome  6469] predictions:    9671/  10000 (96.71%), best:    9759/10000 (97.59%), error:      1097.36218, best error:       831.02069 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 135.1149902344s, input_fired_time: 1.7701201439, output_fired_time: 1.7591564655, propagate_forward_time: 53.0250549316, propagate_backward_time: 75.2413482666, weight_update_time: 0.2069924176, other_time: 3.3193054199
epoch time: 11.5914354324s, input_fired_time: 0.2272893935, output_fired_time: 0.0000000000, propagate_forward_time: 10.7563209534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6078252792
validation[          , genome  6469] predictions:    9709/  10000 (97.09%), best:    9759/10000 (97.59%), error:       954.96289, best error:       831.02069 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 135.2687530518s, input_fired_time: 1.7686488628, output_fired_time: 1.7594356537, propagate_forward_time: 52.9468994141, propagate_backward_time: 75.4547576904, weight_update_time: 0.2079153657, other_time: 3.3390197754
epoch time: 11.3511400223s, input_fired_time: 0.2291306406, output_fired_time: 0.0000000000, propagate_forward_time: 10.5222148895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5997943878
validation[          , genome  6469] predictions:    9676/  10000 (96.76%), best:    9759/10000 (97.59%), error:      1005.59076, best error:       831.02069 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 134.9568023682s, input_fired_time: 1.7790288925, output_fired_time: 1.7673608065, propagate_forward_time: 52.8806800842, propagate_backward_time: 75.1744842529, weight_update_time: 0.2098794729, other_time: 3.3552551270
epoch time: 11.2394466400s, input_fired_time: 0.2239464372, output_fired_time: 0.0000000000, propagate_forward_time: 10.4166250229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5988750458
validation[          , genome  6469] predictions:    9738/  10000 (97.38%), best:    9759/10000 (97.59%), error:       844.50330, best error:       831.02069 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 135.3523406982s, input_fired_time: 1.7769929171, output_fired_time: 1.7676776648, propagate_forward_time: 53.0025825500, propagate_backward_time: 75.4560470581, weight_update_time: 0.2108055353, other_time: 3.3490371704
epoch time: 11.2365455627s, input_fired_time: 0.2190084606, output_fired_time: 0.0000000000, propagate_forward_time: 10.4218139648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5957231522
validation[          , genome  6469] predictions:    9731/  10000 (97.31%), best:    9759/10000 (97.59%), error:       911.90271, best error:       831.02069 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 135.1379241943s, input_fired_time: 1.7692083120, output_fired_time: 1.7576911449, propagate_forward_time: 52.9624137878, propagate_backward_time: 75.2797622681, weight_update_time: 0.2089129537, other_time: 3.3688430786
epoch time: 11.3967351913s, input_fired_time: 0.2229969203, output_fired_time: 0.0000000000, propagate_forward_time: 10.5653696060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6083688736
validation[          , genome  6469] predictions:    9679/  10000 (96.79%), best:    9759/10000 (97.59%), error:       993.20251, best error:       831.02069 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 134.8537902832s, input_fired_time: 1.7725127935, output_fired_time: 1.7690852880, propagate_forward_time: 53.0120544434, propagate_backward_time: 74.9647827148, weight_update_time: 0.2097649425, other_time: 3.3353576660
epoch time: 11.4502382278s, input_fired_time: 0.2240310460, output_fired_time: 0.0000000000, propagate_forward_time: 10.6406841278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855226517
validation[          , genome  6469] predictions:    9703/  10000 (97.03%), best:    9759/10000 (97.59%), error:      1080.46228, best error:       831.02069 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 134.3146209717s, input_fired_time: 1.7612245083, output_fired_time: 1.7623074055, propagate_forward_time: 52.6130638123, propagate_backward_time: 74.8427429199, weight_update_time: 0.2060379237, other_time: 3.3352661133
epoch time: 11.4993438721s, input_fired_time: 0.2270502597, output_fired_time: 0.0000000000, propagate_forward_time: 10.6808252335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5914688110
validation[          , genome  6469] predictions:    9746/  10000 (97.46%), best:    9759/10000 (97.59%), error:       875.65063, best error:       831.02069 on epoch:    50, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 133.9820251465s, input_fired_time: 1.7614619732, output_fired_time: 1.7543468475, propagate_forward_time: 52.2984161377, propagate_backward_time: 74.8511505127, weight_update_time: 0.2081481814, other_time: 3.3166503906
epoch time: 11.6248693466s, input_fired_time: 0.2270017415, output_fired_time: 0.0000000000, propagate_forward_time: 10.7992811203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985860825
validation[          , genome  6469] predictions:    9751/  10000 (97.51%), best:    9759/10000 (97.59%), error:       856.93024, best error:       831.02069 on epoch:    50, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 134.3278503418s, input_fired_time: 1.7610379457, output_fired_time: 1.7375226021, propagate_forward_time: 52.4636497498, propagate_backward_time: 75.0374450684, weight_update_time: 0.2080453783, other_time: 3.3282012939
epoch time: 11.2753038406s, input_fired_time: 0.2224965692, output_fired_time: 0.0000000000, propagate_forward_time: 10.4461622238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066446304
validation[          , genome  6469] predictions:    9708/  10000 (97.08%), best:    9759/10000 (97.59%), error:       983.01410, best error:       831.02069 on epoch:    50, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 135.0242919922s, input_fired_time: 1.7779507637, output_fired_time: 1.7624295950, propagate_forward_time: 52.9445838928, propagate_backward_time: 75.1765975952, weight_update_time: 0.2117057294, other_time: 3.3627243042
epoch time: 11.6025028229s, input_fired_time: 0.2287526727, output_fired_time: 0.0000000000, propagate_forward_time: 10.7796573639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940923691
validation[          , genome  6469] predictions:    9742/  10000 (97.42%), best:    9759/10000 (97.59%), error:       922.56085, best error:       831.02069 on epoch:    50, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 135.1998291016s, input_fired_time: 1.7700515985, output_fired_time: 1.7587795258, propagate_forward_time: 52.8320503235, propagate_backward_time: 75.4976119995, weight_update_time: 0.2091084868, other_time: 3.3413467407
epoch time: 11.4639463425s, input_fired_time: 0.2274206877, output_fired_time: 0.0000000000, propagate_forward_time: 10.6345090866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020164490
validation[          , genome  6469] predictions:    9712/  10000 (97.12%), best:    9759/10000 (97.59%), error:       991.15466, best error:       831.02069 on epoch:    50, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 134.9944305420s, input_fired_time: 1.7712247372, output_fired_time: 1.7612613440, propagate_forward_time: 52.9007568359, propagate_backward_time: 75.2127380371, weight_update_time: 0.2086682022, other_time: 3.3484497070
epoch time: 11.5094108582s, input_fired_time: 0.2274314314, output_fired_time: 0.0000000000, propagate_forward_time: 10.6812906265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6006889343
validation[          , genome  6469] predictions:    9697/  10000 (96.97%), best:    9759/10000 (97.59%), error:      1042.84412, best error:       831.02069 on epoch:    50, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 135.4327545166s, input_fired_time: 1.7765275240, output_fired_time: 1.7623181343, propagate_forward_time: 53.1700286865, propagate_backward_time: 75.3938903809, weight_update_time: 0.2075992525, other_time: 3.3299865723
epoch time: 11.2610607147s, input_fired_time: 0.2244432867, output_fired_time: 0.0000000000, propagate_forward_time: 10.4370117188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996055603
validation[          , genome  6469] predictions:    9684/  10000 (96.84%), best:    9759/10000 (97.59%), error:      1025.81482, best error:       831.02069 on epoch:    50, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 134.4594268799s, input_fired_time: 1.7702678442, output_fired_time: 1.7531582117, propagate_forward_time: 52.7986030579, propagate_backward_time: 74.8145675659, weight_update_time: 0.2100113034, other_time: 3.3228378296
epoch time: 11.6512880325s, input_fired_time: 0.2289574444, output_fired_time: 0.0000000000, propagate_forward_time: 10.8172292709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051015854
validation[          , genome  6469] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       906.18005, best error:       831.02069 on epoch:    50, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 133.7801971436s, input_fired_time: 1.7730710506, output_fired_time: 1.7413710356, propagate_forward_time: 52.4718551636, propagate_backward_time: 74.4662551880, weight_update_time: 0.2098785937, other_time: 3.3276519775
epoch time: 11.1111211777s, input_fired_time: 0.2199963629, output_fired_time: 0.0000000000, propagate_forward_time: 10.2961845398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5949401855
validation[          , genome  6469] predictions:    9683/  10000 (96.83%), best:    9759/10000 (97.59%), error:      1084.30554, best error:       831.02069 on epoch:    50, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 133.4432678223s, input_fired_time: 1.7641416788, output_fired_time: 1.7417703867, propagate_forward_time: 52.3908920288, propagate_backward_time: 74.2302246094, weight_update_time: 0.2081147432, other_time: 3.3162307739
epoch time: 10.8062648773s, input_fired_time: 0.2138706148, output_fired_time: 0.0000000000, propagate_forward_time: 10.0081319809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5842618942
validation[          , genome  6469] predictions:    9744/  10000 (97.44%), best:    9759/10000 (97.59%), error:       861.91309, best error:       831.02069 on epoch:    50, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 134.8942565918s, input_fired_time: 1.7716614008, output_fired_time: 1.7698199749, propagate_forward_time: 52.8865280151, propagate_backward_time: 75.1143112183, weight_update_time: 0.2097179145, other_time: 3.3519287109
epoch time: 11.2953481674s, input_fired_time: 0.2257009149, output_fired_time: 0.0000000000, propagate_forward_time: 10.4560279846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6136188507
validation[          , genome  6469] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       878.90326, best error:       831.02069 on epoch:    50, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 134.9895477295s, input_fired_time: 1.7778604031, output_fired_time: 1.7639715672, propagate_forward_time: 52.9882888794, propagate_backward_time: 75.1391220093, weight_update_time: 0.2094344050, other_time: 3.3202972412
epoch time: 11.3897924423s, input_fired_time: 0.2315897793, output_fired_time: 0.0000000000, propagate_forward_time: 10.5497617722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6084413528
validation[          , genome  6469] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       891.10535, best error:       831.02069 on epoch:    50, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 134.7423400879s, input_fired_time: 1.7853866816, output_fired_time: 1.7585767508, propagate_forward_time: 52.9952850342, propagate_backward_time: 74.8606948853, weight_update_time: 0.2099855989, other_time: 3.3423995972
epoch time: 10.8542213440s, input_fired_time: 0.2200075537, output_fired_time: 0.0000000000, propagate_forward_time: 10.0508518219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5833616257
validation[          , genome  6469] predictions:    9731/  10000 (97.31%), best:    9759/10000 (97.59%), error:       927.56958, best error:       831.02069 on epoch:    50, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 135.1887207031s, input_fired_time: 1.7819598913, output_fired_time: 1.7716181278, propagate_forward_time: 52.9618225098, propagate_backward_time: 75.3442916870, weight_update_time: 0.2070727646, other_time: 3.3290176392
epoch time: 11.2857770920s, input_fired_time: 0.2234487534, output_fired_time: 0.0000000000, propagate_forward_time: 10.4487380981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135902405
validation[          , genome  6469] predictions:    9670/  10000 (96.70%), best:    9759/10000 (97.59%), error:      1066.54797, best error:       831.02069 on epoch:    50, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 134.0899963379s, input_fired_time: 1.7724862099, output_fired_time: 1.7632936239, propagate_forward_time: 52.5919036865, propagate_backward_time: 74.6431655884, weight_update_time: 0.2106301636, other_time: 3.3191452026
epoch time: 11.4621706009s, input_fired_time: 0.2257739007, output_fired_time: 0.0000000000, propagate_forward_time: 10.6347408295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6016559601
validation[          , genome  6469] predictions:    9724/  10000 (97.24%), best:    9759/10000 (97.59%), error:       879.62543, best error:       831.02069 on epoch:    50, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 135.0594329834s, input_fired_time: 1.7786526680, output_fired_time: 1.7668502331, propagate_forward_time: 52.8995094299, propagate_backward_time: 75.2755355835, weight_update_time: 0.2072014064, other_time: 3.3388900757
epoch time: 11.2448720932s, input_fired_time: 0.2238690853, output_fired_time: 0.0000000000, propagate_forward_time: 10.4208507538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001520157
validation[          , genome  6469] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       891.63782, best error:       831.02069 on epoch:    50, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 134.6023101807s, input_fired_time: 1.7777041197, output_fired_time: 1.7605656385, propagate_forward_time: 52.5714111328, propagate_backward_time: 75.1557235718, weight_update_time: 0.2078521550, other_time: 3.3369064331
epoch time: 11.4399480820s, input_fired_time: 0.2273663580, output_fired_time: 0.0000000000, propagate_forward_time: 10.6044006348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6081809998
validation[          , genome  6469] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       908.80298, best error:       831.02069 on epoch:    50, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 135.4744720459s, input_fired_time: 1.7863254547, output_fired_time: 1.7758071423, propagate_forward_time: 53.0912361145, propagate_backward_time: 75.4700927734, weight_update_time: 0.2123636156, other_time: 3.3510131836
epoch time: 11.6446542740s, input_fired_time: 0.2244918644, output_fired_time: 0.0000000000, propagate_forward_time: 10.8070087433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6131534576
validation[          , genome  6469] predictions:    9701/  10000 (97.01%), best:    9759/10000 (97.59%), error:      1010.03986, best error:       831.02069 on epoch:    50, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 134.1424102783s, input_fired_time: 1.7672225237, output_fired_time: 1.7504235506, propagate_forward_time: 52.4630737305, propagate_backward_time: 74.8631286621, weight_update_time: 0.2052731216, other_time: 3.2985534668
epoch time: 11.2717151642s, input_fired_time: 0.2230200320, output_fired_time: 0.0000000000, propagate_forward_time: 10.4470148087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6016807556
validation[          , genome  6469] predictions:    9717/  10000 (97.17%), best:    9759/10000 (97.59%), error:       956.99316, best error:       831.02069 on epoch:    50, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 135.4603118896s, input_fired_time: 1.7805637121, output_fired_time: 1.7667434216, propagate_forward_time: 52.9054450989, propagate_backward_time: 75.6559371948, weight_update_time: 0.2113900483, other_time: 3.3516311646
epoch time: 11.3648681641s, input_fired_time: 0.2249440998, output_fired_time: 0.0000000000, propagate_forward_time: 10.5433092117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5966148376
validation[          , genome  6469] predictions:    9700/  10000 (97.00%), best:    9759/10000 (97.59%), error:       951.58289, best error:       831.02069 on epoch:    50, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 134.4734954834s, input_fired_time: 1.7706040144, output_fired_time: 1.7442355156, propagate_forward_time: 52.6491394043, propagate_backward_time: 74.9894332886, weight_update_time: 0.2049032450, other_time: 3.3200912476
epoch time: 11.6761074066s, input_fired_time: 0.2295468748, output_fired_time: 0.0000000000, propagate_forward_time: 10.8349695206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6115913391
validation[          , genome  6469] predictions:    9721/  10000 (97.21%), best:    9759/10000 (97.59%), error:       982.07550, best error:       831.02069 on epoch:    50, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 135.4012451172s, input_fired_time: 1.7896232605, output_fired_time: 1.7667970657, propagate_forward_time: 53.1646728516, propagate_backward_time: 75.3253021240, weight_update_time: 0.2092420012, other_time: 3.3548431396
epoch time: 11.8539009094s, input_fired_time: 0.2320603430, output_fired_time: 0.0000000000, propagate_forward_time: 11.0156412125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6061992645
validation[          , genome  6469] predictions:    9718/  10000 (97.18%), best:    9759/10000 (97.59%), error:       939.76910, best error:       831.02069 on epoch:    50, 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: 57.6950607300s, input_fired_time: 1.1171808243, output_fired_time: 0.0000000000, propagate_forward_time: 53.4951286316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0827522278
best training[          , genome  6469] predictions:   49506/  50000 (99.01%), best:    9759/10000 (97.59%), error:      1875.08105, best error:       831.02069 on epoch:    50, 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: 11.5368776321s, input_fired_time: 0.2217361480, output_fired_time: 0.0000000000, propagate_forward_time: 10.7111539841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6039876938
   testing[          , genome  6469] predictions:    9791/  10000 (97.91%), best:    9759/10000 (97.59%), error:       754.33612, best error:       831.02069 on epoch:    50, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:58:46 (5192): called boinc_finish(0)

</stderr_txt>
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