Nameexact_genome_1512568488_44_6200_1
Workunit2602288
Created7 Dec 2017, 18:31:07 UTC
Sent7 Dec 2017, 18:39:18 UTC
Report deadline20 Dec 2017, 14:36:09 UTC
Received8 Dec 2017, 14:41:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time6 hours 58 min 46 sec
CPU time6 hours 51 min 39 sec
Validate stateValid
Credit3,207.79
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.86 MB
Peak swap size161.09 MB
Peak disk usage2.26 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
824.91650 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 238.4315643311s, input_fired_time: 4.0534930229, output_fired_time: 3.9500126839, propagate_forward_time: 87.6173400879, propagate_backward_time: 137.0298309326, weight_update_time: 0.2067001909, other_time: 5.7808837891
epoch time: 19.3183937073s, input_fired_time: 0.3945631981, output_fired_time: 0.0000000000, propagate_forward_time: 18.0789451599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8448848724
validation[          , genome  6200] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       844.37909, best error:       824.91650 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 244.4634857178s, input_fired_time: 4.2413358688, output_fired_time: 2.9937784672, propagate_forward_time: 92.1992111206, propagate_backward_time: 140.1971588135, weight_update_time: 0.2175419033, other_time: 4.8320159912
epoch time: 19.2683868408s, input_fired_time: 0.3939444721, output_fired_time: 0.0000000000, propagate_forward_time: 18.0015106201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8729324341
validation[          , genome  6200] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       771.88501, best error:       771.88501 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 238.2118225098s, input_fired_time: 3.1441683769, output_fired_time: 2.9134440422, propagate_forward_time: 90.3967895508, propagate_backward_time: 137.0045166016, weight_update_time: 0.2076384574, other_time: 4.7529144287
epoch time: 18.9448280334s, input_fired_time: 0.3884345293, output_fired_time: 0.0000000000, propagate_forward_time: 17.6975212097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8588714600
validation[          , genome  6200] predictions:    9733/  10000 (97.33%), best:    9784/10000 (97.84%), error:       916.37134, best error:       771.88501 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 236.9580383301s, input_fired_time: 3.1268622875, output_fired_time: 2.8891181946, propagate_forward_time: 87.6058731079, propagate_backward_time: 138.6248016357, weight_update_time: 0.2087458521, other_time: 4.7113800049
epoch time: 19.2944488525s, input_fired_time: 0.4136619866, output_fired_time: 0.0000000000, propagate_forward_time: 18.0233020782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8574848175
validation[          , genome  6200] predictions:    9738/  10000 (97.38%), best:    9784/10000 (97.84%), error:       896.84851, best error:       771.88501 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 238.7266082764s, input_fired_time: 3.1577131748, output_fired_time: 2.9850730896, propagate_forward_time: 87.6106948853, propagate_backward_time: 139.2394561768, weight_update_time: 0.2104339898, other_time: 5.7336578369
epoch time: 17.9933128357s, input_fired_time: 0.3872526586, output_fired_time: 0.0000000000, propagate_forward_time: 16.7651481628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8409118652
validation[          , genome  6200] predictions:    9765/  10000 (97.65%), best:    9784/10000 (97.84%), error:       793.35626, best error:       771.88501 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 235.9196777344s, input_fired_time: 4.1524820328, output_fired_time: 2.8985924721, propagate_forward_time: 86.0508575439, propagate_backward_time: 138.1086273193, weight_update_time: 0.2089609504, other_time: 4.7091217041
epoch time: 19.2499771118s, input_fired_time: 0.3979342580, output_fired_time: 0.0000000000, propagate_forward_time: 17.9899730682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8620700836
validation[          , genome  6200] predictions:    9758/  10000 (97.58%), best:    9784/10000 (97.84%), error:       797.87946, best error:       771.88501 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 237.2752227783s, input_fired_time: 3.1393189430, output_fired_time: 2.9079790115, propagate_forward_time: 90.0836715698, propagate_backward_time: 135.3926239014, weight_update_time: 0.2087614834, other_time: 5.7516326904
epoch time: 21.2174663544s, input_fired_time: 0.4353160858, output_fired_time: 0.0000000000, propagate_forward_time: 19.8275794983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9545707703
validation[          , genome  6200] predictions:    9760/  10000 (97.60%), best:    9784/10000 (97.84%), error:       806.55371, best error:       771.88501 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 246.6230926514s, input_fired_time: 3.4187986851, output_fired_time: 3.0513019562, propagate_forward_time: 89.2134704590, propagate_backward_time: 146.0380859375, weight_update_time: 0.2410261929, other_time: 4.9014434814
epoch time: 19.0862865448s, input_fired_time: 0.3929304183, output_fired_time: 0.0000000000, propagate_forward_time: 17.7989234924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8944320679
validation[          , genome  6200] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       763.35986, best error:       763.35986 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 243.0366210938s, input_fired_time: 4.1171832085, output_fired_time: 2.9548959732, propagate_forward_time: 89.4216918945, propagate_backward_time: 140.7779388428, weight_update_time: 0.2405820787, other_time: 5.7649078369
epoch time: 18.8123207092s, input_fired_time: 0.3876163960, output_fired_time: 0.0000000000, propagate_forward_time: 17.5765705109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8481330872
validation[          , genome  6200] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       721.59668, best error:       721.59668 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 247.5946044922s, input_fired_time: 3.3073596954, output_fired_time: 4.0509853363, propagate_forward_time: 88.9546966553, propagate_backward_time: 146.3349914551, weight_update_time: 0.2345692217, other_time: 4.9465789795
epoch time: 20.8472690582s, input_fired_time: 0.4139199555, output_fired_time: 0.0000000000, propagate_forward_time: 19.5162506104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9170989990
validation[          , genome  6200] predictions:    9748/  10000 (97.48%), best:    9784/10000 (97.84%), error:       834.30847, best error:       721.59668 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 242.5613250732s, input_fired_time: 3.1813998222, output_fired_time: 2.9785771370, propagate_forward_time: 89.1752395630, propagate_backward_time: 141.2681732178, weight_update_time: 0.2089501917, other_time: 5.9579315186
epoch time: 20.0796470642s, input_fired_time: 0.4228107333, output_fired_time: 0.0000000000, propagate_forward_time: 18.7623672485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8944683075
validation[          , genome  6200] predictions:    9717/  10000 (97.17%), best:    9784/10000 (97.84%), error:       897.81024, best error:       721.59668 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 249.8808288574s, input_fired_time: 3.2721998692, output_fired_time: 3.0646200180, propagate_forward_time: 95.3980178833, propagate_backward_time: 143.0682067871, weight_update_time: 0.2141269296, other_time: 5.0777893066
epoch time: 19.5094585419s, input_fired_time: 0.4263358414, output_fired_time: 0.0000000000, propagate_forward_time: 18.2390308380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8440914154
validation[          , genome  6200] predictions:    9760/  10000 (97.60%), best:    9784/10000 (97.84%), error:       795.25861, best error:       721.59668 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 238.8784637451s, input_fired_time: 3.2064719200, output_fired_time: 3.9218647480, propagate_forward_time: 89.6054840088, propagate_backward_time: 137.4187164307, weight_update_time: 0.2093133479, other_time: 4.7259368896
epoch time: 19.0433330536s, input_fired_time: 0.3921544552, output_fired_time: 0.0000000000, propagate_forward_time: 17.7990550995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8521232605
validation[          , genome  6200] predictions:    9775/  10000 (97.75%), best:    9784/10000 (97.84%), error:       747.97162, best error:       721.59668 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 238.2191772461s, input_fired_time: 3.1577298641, output_fired_time: 2.9244191647, propagate_forward_time: 89.3913192749, propagate_backward_time: 138.0154113770, weight_update_time: 0.2088813633, other_time: 4.7302856445
epoch time: 19.0147399902s, input_fired_time: 0.3917039037, output_fired_time: 0.0000000000, propagate_forward_time: 17.7780723572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8449630737
validation[          , genome  6200] predictions:    9765/  10000 (97.65%), best:    9784/10000 (97.84%), error:       772.53210, best error:       721.59668 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 237.2675781250s, input_fired_time: 3.1611478329, output_fired_time: 2.9137380123, propagate_forward_time: 87.5016326904, propagate_backward_time: 138.9603576660, weight_update_time: 0.2085142732, other_time: 4.7306976318
epoch time: 19.1267471313s, input_fired_time: 0.3922107518, output_fired_time: 0.0000000000, propagate_forward_time: 17.8810520172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8534851074
validation[          , genome  6200] predictions:    9795/  10000 (97.95%), best:    9784/10000 (97.84%), error:       724.70953, best error:       721.59668 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 236.9821166992s, input_fired_time: 4.1585941315, output_fired_time: 2.8991086483, propagate_forward_time: 88.9425964355, propagate_backward_time: 136.2647247314, weight_update_time: 0.2082342356, other_time: 4.7170867920
epoch time: 18.9850883484s, input_fired_time: 0.3945632279, output_fired_time: 0.0000000000, propagate_forward_time: 17.7389259338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8515987396
validation[          , genome  6200] predictions:    9774/  10000 (97.74%), best:    9784/10000 (97.84%), error:       727.90302, best error:       721.59668 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 237.4221801758s, input_fired_time: 3.1524055004, output_fired_time: 2.9193532467, propagate_forward_time: 89.8936309814, propagate_backward_time: 136.7429046631, weight_update_time: 0.2086471319, other_time: 4.7138824463
epoch time: 19.0021018982s, input_fired_time: 0.3939815760, output_fired_time: 0.0000000000, propagate_forward_time: 17.7473850250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8607349396
validation[          , genome  6200] predictions:    9729/  10000 (97.29%), best:    9784/10000 (97.84%), error:       839.60712, best error:       721.59668 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 239.3625030518s, input_fired_time: 3.1837739944, output_fired_time: 3.9352715015, propagate_forward_time: 87.6862716675, propagate_backward_time: 138.8052825928, weight_update_time: 0.2102130502, other_time: 5.7519073486
epoch time: 23.5455932617s, input_fired_time: 0.4600285292, output_fired_time: 0.0000000000, propagate_forward_time: 20.8027267456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2828388214
validation[          , genome  6200] predictions:    9753/  10000 (97.53%), best:    9784/10000 (97.84%), error:       796.69574, best error:       721.59668 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 238.4405975342s, input_fired_time: 3.1600365639, output_fired_time: 2.9378025532, propagate_forward_time: 88.9893875122, propagate_backward_time: 138.6108551025, weight_update_time: 0.2088666856, other_time: 4.7425079346
epoch time: 18.5769405365s, input_fired_time: 0.3880929053, output_fired_time: 0.0000000000, propagate_forward_time: 17.3402709961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8485774994
validation[          , genome  6200] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       708.16150, best error:       708.16150 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 238.0768890381s, input_fired_time: 3.2170722485, output_fired_time: 2.9381151199, propagate_forward_time: 87.4162597656, propagate_backward_time: 138.7397613525, weight_update_time: 0.2250909358, other_time: 5.7656860352
epoch time: 19.0744915009s, input_fired_time: 0.3949468434, output_fired_time: 0.0000000000, propagate_forward_time: 17.8154354095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8641090393
validation[          , genome  6200] predictions:    9796/  10000 (97.96%), best:    9792/10000 (97.92%), error:       720.32550, best error:       708.16150 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 241.7517395020s, input_fired_time: 3.2054772377, output_fired_time: 2.9781622887, propagate_forward_time: 91.9362411499, propagate_backward_time: 138.9792327881, weight_update_time: 0.2081125826, other_time: 4.6526336670
epoch time: 19.2239456177s, input_fired_time: 0.3957492709, output_fired_time: 0.0000000000, propagate_forward_time: 17.9632911682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8649044037
validation[          , genome  6200] predictions:    9785/  10000 (97.85%), best:    9792/10000 (97.92%), error:       734.46954, best error:       708.16150 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 237.7708587646s, input_fired_time: 3.1508843899, output_fired_time: 2.9347956181, propagate_forward_time: 94.2454605103, propagate_backward_time: 132.7399291992, weight_update_time: 0.2078911364, other_time: 4.6997985840
epoch time: 19.2398929596s, input_fired_time: 0.3997140527, output_fired_time: 0.0000000000, propagate_forward_time: 17.9966526031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8435268402
validation[          , genome  6200] predictions:    9776/  10000 (97.76%), best:    9792/10000 (97.92%), error:       788.68652, best error:       708.16150 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 238.9142913818s, input_fired_time: 3.1841030121, output_fired_time: 3.9428374767, propagate_forward_time: 89.8297500610, propagate_backward_time: 136.1828002930, weight_update_time: 0.2084605992, other_time: 5.7748107910
epoch time: 19.0956954956s, input_fired_time: 0.4050623178, output_fired_time: 0.0000000000, propagate_forward_time: 17.8309116364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8597221375
validation[          , genome  6200] predictions:    9778/  10000 (97.78%), best:    9792/10000 (97.92%), error:       720.05524, best error:       708.16150 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 237.8689727783s, input_fired_time: 4.1633944511, output_fired_time: 2.9013643265, propagate_forward_time: 89.1491394043, propagate_backward_time: 136.9739685059, weight_update_time: 0.2079468220, other_time: 4.6811065674
epoch time: 19.2032794952s, input_fired_time: 0.3951119184, output_fired_time: 0.0000000000, propagate_forward_time: 17.9701194763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8380489349
validation[          , genome  6200] predictions:    9767/  10000 (97.67%), best:    9792/10000 (97.92%), error:       725.39777, best error:       708.16150 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 237.9031066895s, input_fired_time: 3.1622717381, output_fired_time: 2.9476258755, propagate_forward_time: 90.2361984253, propagate_backward_time: 136.8537597656, weight_update_time: 0.2077694535, other_time: 4.7032470703
epoch time: 19.0980033875s, input_fired_time: 0.3939684331, output_fired_time: 0.0000000000, propagate_forward_time: 17.8455467224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8584880829
validation[          , genome  6200] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       699.78381, best error:       699.78381 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 243.3404541016s, input_fired_time: 3.2903931141, output_fired_time: 3.9849572182, propagate_forward_time: 89.1156387329, propagate_backward_time: 142.1606292725, weight_update_time: 0.2177400440, other_time: 4.7888336182
epoch time: 19.1838970184s, input_fired_time: 0.3953427374, output_fired_time: 0.0000000000, propagate_forward_time: 17.9414596558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8470954895
validation[          , genome  6200] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       679.93341, best error:       679.93341 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 238.7868499756s, input_fired_time: 3.1543619633, output_fired_time: 2.9236054420, propagate_forward_time: 88.3902664185, propagate_backward_time: 138.5389709473, weight_update_time: 0.2077260613, other_time: 5.7796630859
epoch time: 19.3220920563s, input_fired_time: 0.3967867494, output_fired_time: 0.0000000000, propagate_forward_time: 18.0899524689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8353519440
validation[          , genome  6200] predictions:    9789/  10000 (97.89%), best:    9800/10000 (98.00%), error:       770.46552, best error:       679.93341 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 237.1539001465s, input_fired_time: 3.1646497250, output_fired_time: 2.8955972195, propagate_forward_time: 83.9366836548, propagate_backward_time: 141.4017181396, weight_update_time: 0.2085919082, other_time: 5.7552642822
epoch time: 19.3061084747s, input_fired_time: 0.3977309763, output_fired_time: 0.0000000000, propagate_forward_time: 17.9944210052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9139556885
validation[          , genome  6200] predictions:    9729/  10000 (97.29%), best:    9800/10000 (98.00%), error:       866.77783, best error:       679.93341 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 240.8205566406s, input_fired_time: 4.1826109886, output_fired_time: 2.9525647163, propagate_forward_time: 93.8675460815, propagate_backward_time: 135.0780944824, weight_update_time: 0.2085514963, other_time: 4.7397460938
epoch time: 19.6195468903s, input_fired_time: 0.3967081606, output_fired_time: 0.0000000000, propagate_forward_time: 18.3698139191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8530254364
validation[          , genome  6200] predictions:    9793/  10000 (97.93%), best:    9800/10000 (98.00%), error:       734.48535, best error:       679.93341 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 239.2365722656s, input_fired_time: 3.1954548359, output_fired_time: 2.9178559780, propagate_forward_time: 89.8082199097, propagate_backward_time: 137.5711059570, weight_update_time: 1.2185429335, other_time: 5.7439270020
epoch time: 18.9521846771s, input_fired_time: 0.3935379386, output_fired_time: 0.0000000000, propagate_forward_time: 17.6993865967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8592605591
validation[          , genome  6200] predictions:    9767/  10000 (97.67%), best:    9800/10000 (98.00%), error:       726.28821, best error:       679.93341 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 239.7591094971s, input_fired_time: 4.1683459282, output_fired_time: 4.0437107086, propagate_forward_time: 86.0114212036, propagate_backward_time: 140.8169403076, weight_update_time: 0.2099007368, other_time: 4.7186737061
epoch time: 17.8860740662s, input_fired_time: 0.3927017450, output_fired_time: 0.0000000000, propagate_forward_time: 16.6506366730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8427352905
validation[          , genome  6200] predictions:    9790/  10000 (97.90%), best:    9800/10000 (98.00%), error:       796.99469, best error:       679.93341 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 244.8467102051s, input_fired_time: 3.2707633972, output_fired_time: 4.0381298065, propagate_forward_time: 92.6568450928, propagate_backward_time: 140.0662536621, weight_update_time: 0.2101710290, other_time: 4.8147125244
epoch time: 19.2355957031s, input_fired_time: 0.4044818282, output_fired_time: 0.0000000000, propagate_forward_time: 17.9474811554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8836326599
validation[          , genome  6200] predictions:    9762/  10000 (97.62%), best:    9800/10000 (98.00%), error:       761.68140, best error:       679.93341 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 241.7074584961s, input_fired_time: 3.1734559536, output_fired_time: 3.9675946236, propagate_forward_time: 90.3468093872, propagate_backward_time: 139.4403991699, weight_update_time: 0.2086799294, other_time: 4.7792053223
epoch time: 19.1858329773s, input_fired_time: 0.3972749710, output_fired_time: 0.0000000000, propagate_forward_time: 17.9244155884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8641433716
validation[          , genome  6200] predictions:    9754/  10000 (97.54%), best:    9800/10000 (98.00%), error:       794.42450, best error:       679.93341 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 244.8605957031s, input_fired_time: 3.2054374218, output_fired_time: 3.0121982098, propagate_forward_time: 90.5246276855, propagate_backward_time: 143.3010101318, weight_update_time: 0.2092439532, other_time: 4.8173217773
epoch time: 19.5532569885s, input_fired_time: 0.4032356143, output_fired_time: 0.0000000000, propagate_forward_time: 18.2722358704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8777847290
validation[          , genome  6200] predictions:    9770/  10000 (97.70%), best:    9800/10000 (98.00%), error:       746.78418, best error:       679.93341 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 246.1472930908s, input_fired_time: 4.2572350502, output_fired_time: 3.0450730324, propagate_forward_time: 90.1012725830, propagate_backward_time: 143.8019104004, weight_update_time: 0.2247257233, other_time: 4.9418029785
epoch time: 19.6264514923s, input_fired_time: 1.4087617397, output_fired_time: 0.0000000000, propagate_forward_time: 17.3479576111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8697319031
validation[          , genome  6200] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       735.51581, best error:       679.93341 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 249.1697235107s, input_fired_time: 3.2301139832, output_fired_time: 3.0480263233, propagate_forward_time: 91.7268447876, propagate_backward_time: 146.3339385986, weight_update_time: 0.2161484212, other_time: 4.8307952881
epoch time: 24.1966876984s, input_fired_time: 0.5276368260, output_fired_time: 0.0000000000, propagate_forward_time: 22.5031204224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1659297943
validation[          , genome  6200] predictions:    9776/  10000 (97.76%), best:    9800/10000 (98.00%), error:       790.92017, best error:       679.93341 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 239.6432952881s, input_fired_time: 3.1728327274, output_fired_time: 2.9409410954, propagate_forward_time: 90.9030151367, propagate_backward_time: 137.9173126221, weight_update_time: 0.2088603973, other_time: 4.7091827393
epoch time: 19.2126808167s, input_fired_time: 0.4196749032, output_fired_time: 0.0000000000, propagate_forward_time: 17.9398899078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8531150818
validation[          , genome  6200] predictions:    9791/  10000 (97.91%), best:    9800/10000 (98.00%), error:       706.02789, best error:       679.93341 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 245.7858123779s, input_fired_time: 5.1974883080, output_fired_time: 2.9629921913, propagate_forward_time: 89.7398376465, propagate_backward_time: 142.1233673096, weight_update_time: 0.2107179016, other_time: 5.7621154785
epoch time: 19.5656204224s, input_fired_time: 0.4033354223, output_fired_time: 0.0000000000, propagate_forward_time: 18.2073001862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9549846649
validation[          , genome  6200] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       672.79529, best error:       672.79529 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 240.2830352783s, input_fired_time: 3.1721601486, output_fired_time: 3.9552853107, propagate_forward_time: 87.3273010254, propagate_backward_time: 141.0959167480, weight_update_time: 0.2089741677, other_time: 4.7323608398
epoch time: 19.0525913239s, input_fired_time: 0.3993440568, output_fired_time: 0.0000000000, propagate_forward_time: 17.7911071777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8621406555
validation[          , genome  6200] predictions:    9769/  10000 (97.69%), best:    9807/10000 (98.07%), error:       817.30347, best error:       672.79529 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 244.8366546631s, input_fired_time: 3.2556223869, output_fired_time: 3.0140509605, propagate_forward_time: 93.8249816895, propagate_backward_time: 140.0158081055, weight_update_time: 0.2231188715, other_time: 4.7261962891
epoch time: 20.6821098328s, input_fired_time: 0.4194599092, output_fired_time: 0.0000000000, propagate_forward_time: 19.3518180847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9108314514
validation[          , genome  6200] predictions:    9789/  10000 (97.89%), best:    9807/10000 (98.07%), error:       728.32263, best error:       672.79529 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 247.0689544678s, input_fired_time: 3.2710490227, output_fired_time: 3.0377295017, propagate_forward_time: 91.7312011719, propagate_backward_time: 143.0199584961, weight_update_time: 0.2103981823, other_time: 6.0090179443
epoch time: 20.3711433411s, input_fired_time: 1.4383351803, output_fired_time: 0.0000000000, propagate_forward_time: 18.0368709564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8959369659
validation[          , genome  6200] predictions:    9775/  10000 (97.75%), best:    9807/10000 (98.07%), error:       780.27692, best error:       672.79529 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 242.5845336914s, input_fired_time: 3.2171425819, output_fired_time: 2.9725444317, propagate_forward_time: 90.0752639771, propagate_backward_time: 141.5315399170, weight_update_time: 0.2153118253, other_time: 4.7880401611
epoch time: 19.0294914246s, input_fired_time: 0.3945994377, output_fired_time: 0.0000000000, propagate_forward_time: 16.7802467346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8546447754
validation[          , genome  6200] predictions:    9776/  10000 (97.76%), best:    9807/10000 (98.07%), error:       745.23792, best error:       672.79529 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 239.0288238525s, input_fired_time: 3.1753067970, output_fired_time: 2.9097936153, propagate_forward_time: 88.4073791504, propagate_backward_time: 139.7752838135, weight_update_time: 0.2104363292, other_time: 4.7610626221
epoch time: 19.2468719482s, input_fired_time: 0.3982024193, output_fired_time: 0.0000000000, propagate_forward_time: 17.9426994324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9059696198
validation[          , genome  6200] predictions:    9782/  10000 (97.82%), best:    9807/10000 (98.07%), error:       699.81042, best error:       672.79529 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 236.4021453857s, input_fired_time: 5.1943073273, output_fired_time: 2.9121184349, propagate_forward_time: 86.4694290161, propagate_backward_time: 137.1182403564, weight_update_time: 0.2084718049, other_time: 4.7080535889
epoch time: 19.3098354340s, input_fired_time: 0.4045604765, output_fired_time: 0.0000000000, propagate_forward_time: 18.0339603424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8713150024
validation[          , genome  6200] predictions:    9784/  10000 (97.84%), best:    9807/10000 (98.07%), error:       704.45728, best error:       672.79529 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 238.8248748779s, input_fired_time: 3.1828861237, output_fired_time: 2.9185233116, propagate_forward_time: 88.9567947388, propagate_backward_time: 138.0628509521, weight_update_time: 0.2077466398, other_time: 5.7038116455
epoch time: 22.4954204559s, input_fired_time: 0.4508761764, output_fired_time: 0.0000000000, propagate_forward_time: 20.9787940979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0657501221
validation[          , genome  6200] predictions:    9771/  10000 (97.71%), best:    9807/10000 (98.07%), error:       717.50293, best error:       672.79529 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 237.5203552246s, input_fired_time: 4.0742006302, output_fired_time: 2.9065051079, propagate_forward_time: 87.2824707031, propagate_backward_time: 138.4965820313, weight_update_time: 0.2102735937, other_time: 4.7605895996
epoch time: 19.0137615204s, input_fired_time: 0.4118709862, output_fired_time: 0.0000000000, propagate_forward_time: 17.7434349060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8584556580
validation[          , genome  6200] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       711.34698, best error:       672.79529 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 243.1844635010s, input_fired_time: 4.2452211380, output_fired_time: 2.9530708790, propagate_forward_time: 93.1315231323, propagate_backward_time: 138.0783233643, weight_update_time: 0.2085807770, other_time: 4.7763214111
epoch time: 19.0727748871s, input_fired_time: 0.3978135288, output_fired_time: 0.0000000000, propagate_forward_time: 17.8143558502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8606052399
validation[          , genome  6200] predictions:    9766/  10000 (97.66%), best:    9807/10000 (98.07%), error:       777.08563, best error:       672.79529 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 237.7164916992s, input_fired_time: 4.1856751442, output_fired_time: 2.9563148022, propagate_forward_time: 90.1245498657, propagate_backward_time: 135.7231445313, weight_update_time: 0.2086608410, other_time: 4.7268066406
epoch time: 19.1371250153s, input_fired_time: 0.3998274207, output_fired_time: 0.0000000000, propagate_forward_time: 17.8926715851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8446254730
validation[          , genome  6200] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       657.41754, best error:       657.41754 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 239.2224731445s, input_fired_time: 3.1874804497, output_fired_time: 2.9341075420, propagate_forward_time: 88.5699920654, propagate_backward_time: 139.7505950928, weight_update_time: 0.2095450461, other_time: 4.7802886963
epoch time: 19.0111694336s, input_fired_time: 0.3953245580, output_fired_time: 0.0000000000, propagate_forward_time: 17.7595500946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8562946320
validation[          , genome  6200] predictions:    9781/  10000 (97.81%), best:    9794/10000 (97.94%), error:       712.90295, best error:       657.41754 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 238.0458374023s, input_fired_time: 4.1767654419, output_fired_time: 2.9189941883, propagate_forward_time: 86.4479827881, propagate_backward_time: 139.7887878418, weight_update_time: 0.2079542279, other_time: 4.7133178711
epoch time: 19.0478839874s, input_fired_time: 0.4192389250, output_fired_time: 0.0000000000, propagate_forward_time: 17.7629165649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8657283783
validation[          , genome  6200] predictions:    9731/  10000 (97.31%), best:    9794/10000 (97.94%), error:       839.57593, best error:       657.41754 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 239.4680175781s, input_fired_time: 4.2220997810, output_fired_time: 2.9133057594, propagate_forward_time: 87.0030059814, propagate_backward_time: 139.5172424316, weight_update_time: 0.2260250598, other_time: 5.8123626709
epoch time: 18.9479751587s, input_fired_time: 0.3978784680, output_fired_time: 0.0000000000, propagate_forward_time: 17.7020263672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8480701447
validation[          , genome  6200] predictions:    9748/  10000 (97.48%), best:    9794/10000 (97.94%), error:       835.57428, best error:       657.41754 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 236.1030578613s, input_fired_time: 3.1860208511, output_fired_time: 2.8995819092, propagate_forward_time: 87.9145736694, propagate_backward_time: 137.3738098145, weight_update_time: 0.2090962678, other_time: 4.7290649414
epoch time: 19.3031749725s, input_fired_time: 0.3983794153, output_fired_time: 0.0000000000, propagate_forward_time: 18.0760002136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8287944794
validation[          , genome  6200] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       731.64777, best error:       657.41754 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 237.7689819336s, input_fired_time: 3.2040710449, output_fired_time: 2.9154539108, propagate_forward_time: 89.9496841431, propagate_backward_time: 136.9494934082, weight_update_time: 0.2403973043, other_time: 4.7502746582
epoch time: 19.1498870850s, input_fired_time: 0.3979865611, output_fired_time: 0.0000000000, propagate_forward_time: 16.8897342682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8621654510
validation[          , genome  6200] predictions:    9793/  10000 (97.93%), best:    9794/10000 (97.94%), error:       712.62396, best error:       657.41754 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 240.0848541260s, input_fired_time: 4.1927108765, output_fired_time: 2.9232394695, propagate_forward_time: 89.4037322998, propagate_backward_time: 138.7684631348, weight_update_time: 0.2084038556, other_time: 4.7967224121
epoch time: 22.7317276001s, input_fired_time: 0.4610162377, output_fired_time: 0.0000000000, propagate_forward_time: 21.1423645020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1283473969
validation[          , genome  6200] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       642.86627, best error:       642.86627 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 239.6312408447s, input_fired_time: 3.2025167942, output_fired_time: 2.9409883022, propagate_forward_time: 90.0880966187, propagate_backward_time: 137.6604614258, weight_update_time: 0.2074425220, other_time: 5.7391662598
epoch time: 19.1657505035s, input_fired_time: 0.4010735452, output_fired_time: 0.0000000000, propagate_forward_time: 17.9123249054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8523521423
validation[          , genome  6200] predictions:    9769/  10000 (97.69%), best:    9798/10000 (97.98%), error:       750.10529, best error:       642.86627 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 237.7538299561s, input_fired_time: 4.2119169235, output_fired_time: 3.8325395584, propagate_forward_time: 86.5040206909, propagate_backward_time: 138.4697265625, weight_update_time: 0.2097886652, other_time: 4.7356262207
epoch time: 19.2589778900s, input_fired_time: 0.4100274742, output_fired_time: 0.0000000000, propagate_forward_time: 17.9933204651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8556308746
validation[          , genome  6200] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       704.19537, best error:       642.86627 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 248.5679779053s, input_fired_time: 4.3229274750, output_fired_time: 3.0204999447, propagate_forward_time: 93.8136367798, propagate_backward_time: 142.5274658203, weight_update_time: 0.2246676534, other_time: 4.8834533691
epoch time: 19.5014953613s, input_fired_time: 0.4073055685, output_fired_time: 0.0000000000, propagate_forward_time: 18.2440071106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8501834869
validation[          , genome  6200] predictions:    9748/  10000 (97.48%), best:    9798/10000 (97.98%), error:       863.11450, best error:       642.86627 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 245.5231323242s, input_fired_time: 5.2673473358, output_fired_time: 3.0382018089, propagate_forward_time: 87.7798004150, propagate_backward_time: 144.5342102051, weight_update_time: 0.2166319788, other_time: 4.9035644531
epoch time: 19.4821758270s, input_fired_time: 0.4056062400, output_fired_time: 0.0000000000, propagate_forward_time: 18.2379264832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8386440277
validation[          , genome  6200] predictions:    9782/  10000 (97.82%), best:    9798/10000 (97.98%), error:       722.85303, best error:       642.86627 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 244.7082366943s, input_fired_time: 3.2616393566, output_fired_time: 3.0042774677, propagate_forward_time: 92.8638992310, propagate_backward_time: 138.7061309814, weight_update_time: 0.2099471986, other_time: 6.8722991943
epoch time: 18.9446659088s, input_fired_time: 0.3957805634, output_fired_time: 0.0000000000, propagate_forward_time: 17.7125034332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8363819122
validation[          , genome  6200] predictions:    9801/  10000 (98.01%), best:    9798/10000 (97.98%), error:       664.16730, best error:       642.86627 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 241.0947418213s, input_fired_time: 3.2347230911, output_fired_time: 2.9544823170, propagate_forward_time: 88.3448715210, propagate_backward_time: 141.7784271240, weight_update_time: 0.2188609540, other_time: 4.7822418213
epoch time: 19.4075813293s, input_fired_time: 0.4083278775, output_fired_time: 0.0000000000, propagate_forward_time: 18.1396198273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8596343994
validation[          , genome  6200] predictions:    9786/  10000 (97.86%), best:    9798/10000 (97.98%), error:       745.93109, best error:       642.86627 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 252.4064788818s, input_fired_time: 3.2906584740, output_fired_time: 3.0504322052, propagate_forward_time: 92.2767410278, propagate_backward_time: 148.8945465088, weight_update_time: 0.2183644176, other_time: 4.8940887451
epoch time: 19.0797824860s, input_fired_time: 0.4072688818, output_fired_time: 0.0000000000, propagate_forward_time: 17.8303852081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8421287537
validation[          , genome  6200] predictions:    9776/  10000 (97.76%), best:    9798/10000 (97.98%), error:       741.20630, best error:       642.86627 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 236.4834289551s, input_fired_time: 3.2018737793, output_fired_time: 2.8977391720, propagate_forward_time: 87.8434829712, propagate_backward_time: 137.8014373779, weight_update_time: 0.2090366632, other_time: 4.7389068604
epoch time: 19.2689590454s, input_fired_time: 0.4055050910, output_fired_time: 0.0000000000, propagate_forward_time: 18.0071144104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8563404083
validation[          , genome  6200] predictions:    9672/  10000 (96.72%), best:    9798/10000 (97.98%), error:      1052.09521, best error:       642.86627 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 245.7791442871s, input_fired_time: 3.3140954971, output_fired_time: 3.0169816017, propagate_forward_time: 93.1161804199, propagate_backward_time: 141.4705505371, weight_update_time: 0.2106503844, other_time: 4.8613281250
epoch time: 18.9765434265s, input_fired_time: 0.4000535607, output_fired_time: 0.0000000000, propagate_forward_time: 17.7209568024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8555335999
validation[          , genome  6200] predictions:    9722/  10000 (97.22%), best:    9798/10000 (97.98%), error:       977.52441, best error:       642.86627 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 258.6493225098s, input_fired_time: 3.5526828766, output_fired_time: 3.1772255898, propagate_forward_time: 96.7631683350, propagate_backward_time: 149.9790649414, weight_update_time: 0.2209856361, other_time: 5.1771697998
epoch time: 19.1434020996s, input_fired_time: 0.4065441191, output_fired_time: 0.0000000000, propagate_forward_time: 17.8799667358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8568916321
validation[          , genome  6200] predictions:    9791/  10000 (97.91%), best:    9798/10000 (97.98%), error:       725.78357, best error:       642.86627 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 244.8991088867s, input_fired_time: 3.2512495518, output_fired_time: 3.0071992874, propagate_forward_time: 89.8818054199, propagate_backward_time: 142.9802246094, weight_update_time: 0.2085866332, other_time: 5.7786254883
epoch time: 19.0832576752s, input_fired_time: 0.4083967805, output_fired_time: 0.0000000000, propagate_forward_time: 17.8034839630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8713760376
validation[          , genome  6200] predictions:    9812/  10000 (98.12%), best:    9798/10000 (97.98%), error:       652.45135, best error:       642.86627 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 241.4055175781s, input_fired_time: 3.2588698864, output_fired_time: 2.9350144863, propagate_forward_time: 90.4779663086, propagate_backward_time: 139.8872375488, weight_update_time: 0.2301910669, other_time: 4.8464355469
epoch time: 18.8593292236s, input_fired_time: 0.3984238505, output_fired_time: 0.0000000000, propagate_forward_time: 16.6067142487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8541908264
validation[          , genome  6200] predictions:    9802/  10000 (98.02%), best:    9798/10000 (97.98%), error:       707.08075, best error:       642.86627 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 241.3880004883s, input_fired_time: 3.2229707241, output_fired_time: 2.9458599091, propagate_forward_time: 90.4524383545, propagate_backward_time: 139.8725891113, weight_update_time: 0.2104730010, other_time: 4.8941345215
epoch time: 19.5141582489s, input_fired_time: 0.4061067402, output_fired_time: 0.0000000000, propagate_forward_time: 18.2381610870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8698902130
validation[          , genome  6200] predictions:    9755/  10000 (97.55%), best:    9798/10000 (97.98%), error:       834.48633, best error:       642.86627 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 239.0820007324s, input_fired_time: 3.2281787395, output_fired_time: 3.8193008900, propagate_forward_time: 89.5034484863, propagate_backward_time: 137.5265502930, weight_update_time: 0.2092888206, other_time: 5.0045166016
epoch time: 18.9256725311s, input_fired_time: 1.4067419767, output_fired_time: 0.0000000000, propagate_forward_time: 16.6561546326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8627758026
validation[          , genome  6200] predictions:    9763/  10000 (97.63%), best:    9798/10000 (97.98%), error:       771.55023, best error:       642.86627 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 238.2884826660s, input_fired_time: 3.2052526474, output_fired_time: 2.9621891975, propagate_forward_time: 87.4342727661, propagate_backward_time: 138.8615264893, weight_update_time: 0.2094281018, other_time: 5.8252410889
epoch time: 18.9896888733s, input_fired_time: 0.3969547451, output_fired_time: 0.0000000000, propagate_forward_time: 17.7404060364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8523273468
validation[          , genome  6200] predictions:    9772/  10000 (97.72%), best:    9798/10000 (97.98%), error:       743.14130, best error:       642.86627 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 243.7196960449s, input_fired_time: 3.2944717407, output_fired_time: 3.0377995968, propagate_forward_time: 92.3719635010, propagate_backward_time: 139.9043273926, weight_update_time: 0.2152037323, other_time: 5.1111450195
epoch time: 19.3383865356s, input_fired_time: 0.4224433303, output_fired_time: 0.0000000000, propagate_forward_time: 18.0053901672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9105529785
validation[          , genome  6200] predictions:    9792/  10000 (97.92%), best:    9798/10000 (97.98%), error:       718.58197, best error:       642.86627 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 237.2800140381s, input_fired_time: 4.2284674644, output_fired_time: 2.9071319103, propagate_forward_time: 87.7216796875, propagate_backward_time: 137.5183410645, weight_update_time: 0.2102373093, other_time: 4.9043884277
epoch time: 19.0510177612s, input_fired_time: 0.4005399644, output_fired_time: 0.0000000000, propagate_forward_time: 17.7952003479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8552780151
validation[          , genome  6200] predictions:    9801/  10000 (98.01%), best:    9798/10000 (97.98%), error:       698.19586, best error:       642.86627 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 236.7520141602s, input_fired_time: 3.1915662289, output_fired_time: 2.8926522732, propagate_forward_time: 88.6320037842, propagate_backward_time: 136.1765747070, weight_update_time: 1.2183402777, other_time: 5.8592224121
epoch time: 18.9449043274s, input_fired_time: 0.4023778439, output_fired_time: 0.0000000000, propagate_forward_time: 17.6462440491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8962821960
validation[          , genome  6200] predictions:    9757/  10000 (97.57%), best:    9798/10000 (97.98%), error:       772.97284, best error:       642.86627 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 239.7395019531s, input_fired_time: 3.2630860806, output_fired_time: 2.9462749958, propagate_forward_time: 90.0416183472, propagate_backward_time: 138.5176391602, weight_update_time: 0.2101241201, other_time: 4.9708862305
epoch time: 19.8705005646s, input_fired_time: 0.4186359346, output_fired_time: 0.0000000000, propagate_forward_time: 18.5321807861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9196834564
validation[          , genome  6200] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       755.90912, best error:       642.86627 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 238.1724395752s, input_fired_time: 3.2279653549, output_fired_time: 2.9241895676, propagate_forward_time: 89.4707870483, propagate_backward_time: 137.4528045654, weight_update_time: 0.2226341367, other_time: 5.0966949463
epoch time: 19.0829429626s, input_fired_time: 0.4021071494, output_fired_time: 0.0000000000, propagate_forward_time: 17.7594184875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9214172363
validation[          , genome  6200] predictions:    9792/  10000 (97.92%), best:    9798/10000 (97.98%), error:       695.35596, best error:       642.86627 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 245.3038787842s, input_fired_time: 5.2810316086, output_fired_time: 3.0123488903, propagate_forward_time: 91.5951995850, propagate_backward_time: 140.3146362305, weight_update_time: 0.2127175778, other_time: 5.1006622314
epoch time: 19.2219772339s, input_fired_time: 0.4028637111, output_fired_time: 0.0000000000, propagate_forward_time: 17.8909435272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9281692505
validation[          , genome  6200] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       635.41956, best error:       635.41956 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 235.9369201660s, input_fired_time: 4.2135815620, output_fired_time: 2.9143650532, propagate_forward_time: 88.2943801880, propagate_backward_time: 135.5235290527, weight_update_time: 0.2111786753, other_time: 4.9910583496
epoch time: 19.0817317963s, input_fired_time: 0.4119191766, output_fired_time: 0.0000000000, propagate_forward_time: 17.7107830048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9590301514
validation[          , genome  6200] predictions:    9771/  10000 (97.71%), best:    9809/10000 (98.09%), error:       810.49084, best error:       635.41956 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 235.7358551025s, input_fired_time: 4.2231183052, output_fired_time: 2.9131729603, propagate_forward_time: 86.7211303711, propagate_backward_time: 136.7578125000, weight_update_time: 0.2119982988, other_time: 5.1206207275
epoch time: 19.0486316681s, input_fired_time: 0.4050106406, output_fired_time: 0.0000000000, propagate_forward_time: 17.6989116669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9447097778
validation[          , genome  6200] predictions:    9622/  10000 (96.22%), best:    9809/10000 (98.09%), error:      1288.05566, best error:       635.41956 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 236.7964630127s, input_fired_time: 3.2229993343, output_fired_time: 2.9169831276, propagate_forward_time: 90.5274581909, propagate_backward_time: 133.9528503418, weight_update_time: 0.2107403278, other_time: 6.1761779785
epoch time: 19.0488796234s, input_fired_time: 0.4070558250, output_fired_time: 0.0000000000, propagate_forward_time: 17.7393054962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9025192261
validation[          , genome  6200] predictions:    9798/  10000 (97.98%), best:    9809/10000 (98.09%), error:       695.73926, best error:       635.41956 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 239.3248291016s, input_fired_time: 3.3316233158, output_fired_time: 2.9431662560, propagate_forward_time: 88.2222595215, propagate_backward_time: 139.8159027100, weight_update_time: 0.2113932818, other_time: 5.0118865967
epoch time: 19.2299289703s, input_fired_time: 0.4057314694, output_fired_time: 0.0000000000, propagate_forward_time: 17.8998527527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9243450165
validation[          , genome  6200] predictions:    9786/  10000 (97.86%), best:    9809/10000 (98.09%), error:       744.52039, best error:       635.41956 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 249.9454498291s, input_fired_time: 4.2613921165, output_fired_time: 3.0992786884, propagate_forward_time: 92.8818588257, propagate_backward_time: 142.4492340088, weight_update_time: 0.2211127430, other_time: 7.2536773682
epoch time: 19.2487068176s, input_fired_time: 0.4126679599, output_fired_time: 0.0000000000, propagate_forward_time: 16.9161510468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9198875427
validation[          , genome  6200] predictions:    9787/  10000 (97.87%), best:    9809/10000 (98.09%), error:       697.07507, best error:       635.41956 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 241.8950958252s, input_fired_time: 3.2972910404, output_fired_time: 2.9564123154, propagate_forward_time: 91.8442001343, propagate_backward_time: 138.7223968506, weight_update_time: 0.2115662694, other_time: 5.0748138428
epoch time: 19.0512561798s, input_fired_time: 0.4008337557, output_fired_time: 0.0000000000, propagate_forward_time: 17.6903877258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9600353241
validation[          , genome  6200] predictions:    9783/  10000 (97.83%), best:    9809/10000 (98.09%), error:       733.63348, best error:       635.41956 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 238.7176971436s, input_fired_time: 3.2322430611, output_fired_time: 2.9293074608, propagate_forward_time: 90.4673004150, propagate_backward_time: 136.9492645264, weight_update_time: 0.2130357474, other_time: 5.1395874023
epoch time: 19.0482349396s, input_fired_time: 0.4010901153, output_fired_time: 0.0000000000, propagate_forward_time: 17.6990737915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9480705261
validation[          , genome  6200] predictions:    9783/  10000 (97.83%), best:    9809/10000 (98.09%), error:       719.00427, best error:       635.41956 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 237.4380798340s, input_fired_time: 4.2444019318, output_fired_time: 2.9497663975, propagate_forward_time: 86.1415023804, propagate_backward_time: 138.0263214111, weight_update_time: 0.2128235698, other_time: 6.0760955811
epoch time: 18.1504211426s, input_fired_time: 0.4058203697, output_fired_time: 0.0000000000, propagate_forward_time: 16.8178424835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9267578125
validation[          , genome  6200] predictions:    9774/  10000 (97.74%), best:    9809/10000 (98.09%), error:       749.62201, best error:       635.41956 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 235.4709930420s, input_fired_time: 3.2281539440, output_fired_time: 4.9285311699, propagate_forward_time: 85.9555816650, propagate_backward_time: 136.3574676514, weight_update_time: 0.2108033746, other_time: 5.0012664795
epoch time: 18.9590492249s, input_fired_time: 0.4051337540, output_fired_time: 0.0000000000, propagate_forward_time: 17.6635761261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8903388977
validation[          , genome  6200] predictions:    9718/  10000 (97.18%), best:    9809/10000 (98.09%), error:       939.64978, best error:       635.41956 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 236.7511291504s, input_fired_time: 3.2131080627, output_fired_time: 2.9087495804, propagate_forward_time: 86.5648803711, propagate_backward_time: 138.0898742676, weight_update_time: 0.2104657143, other_time: 5.9745178223
epoch time: 18.9043693542s, input_fired_time: 0.4014294147, output_fired_time: 0.0000000000, propagate_forward_time: 17.5593376160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9436016083
validation[          , genome  6200] predictions:    9777/  10000 (97.77%), best:    9809/10000 (98.09%), error:       705.95868, best error:       635.41956 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 247.1300048828s, input_fired_time: 3.2178919315, output_fired_time: 2.9149823189, propagate_forward_time: 87.7295150757, propagate_backward_time: 148.3094787598, weight_update_time: 0.2111620009, other_time: 4.9581298828
epoch time: 19.0634231567s, input_fired_time: 0.4062762558, output_fired_time: 0.0000000000, propagate_forward_time: 17.7715549469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8855915070
validation[          , genome  6200] predictions:    9751/  10000 (97.51%), best:    9809/10000 (98.09%), error:       809.37225, best error:       635.41956 on epoch:    89, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 94.8414077759s, input_fired_time: 2.0278518200, output_fired_time: 0.0000000000, propagate_forward_time: 87.1273574829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.6861953735
best training[          , genome  6200] predictions:   49872/  50000 (99.74%), best:    9809/10000 (98.09%), error:       830.28748, best error:       635.41956 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 19.0067043304s, input_fired_time: 0.4021542370, output_fired_time: 0.0000000000, propagate_forward_time: 17.7135162354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8910331726
   testing[          , genome  6200] predictions:    9812/  10000 (98.12%), best:    9809/10000 (98.09%), error:       607.20447, best error:       635.41956 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:06:31 (6548): called boinc_finish(0)

</stderr_txt>
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