Nameexact_genome_1512568488_41_6892_0
Workunit2605724
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:42:51 UTC
Report deadline15 Dec 2017, 15:14:23 UTC
Received8 Dec 2017, 13:28:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 3 min
CPU time4 hours 1 min 57 sec
Validate stateValid
Credit1,922.14
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.16 MB
Peak swap size158.43 MB
Peak disk usage1.72 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
4429703
validation[          , genome  6892] predictions:    9632/  10000 (96.32%), best:    9702/10000 (97.02%), error:      1192.46936, best error:      1012.57782 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 130.8834228516s, input_fired_time: 1.7086308002, output_fired_time: 1.4999164343, propagate_forward_time: 48.8389930725, propagate_backward_time: 75.5097885132, weight_update_time: 0.1476315260, other_time: 3.3260879517
epoch time: 10.7678937912s, input_fired_time: 0.2208647877, output_fired_time: 0.0000000000, propagate_forward_time: 9.9483032227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987253189
validation[          , genome  6892] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       927.26886, best error:       927.26886 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 132.1204376221s, input_fired_time: 1.6985319853, output_fired_time: 1.4940103292, propagate_forward_time: 49.2798614502, propagate_backward_time: 76.3510055542, weight_update_time: 0.1499023587, other_time: 3.2970352173
epoch time: 10.6930990219s, input_fired_time: 0.2152825147, output_fired_time: 0.0000000000, propagate_forward_time: 9.8938226700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5839939117
validation[          , genome  6892] predictions:    9637/  10000 (96.37%), best:    9724/10000 (97.24%), error:      1179.80847, best error:       927.26886 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 131.0878448486s, input_fired_time: 1.6999753714, output_fired_time: 1.4879812002, propagate_forward_time: 48.8652153015, propagate_backward_time: 75.7104187012, weight_update_time: 0.1471777409, other_time: 3.3242492676
epoch time: 10.6383209229s, input_fired_time: 0.2171997428, output_fired_time: 0.0000000000, propagate_forward_time: 9.8392696381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5818519592
validation[          , genome  6892] predictions:    9624/  10000 (96.24%), best:    9724/10000 (97.24%), error:      1183.46094, best error:       927.26886 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 133.1165466309s, input_fired_time: 1.7430658340, output_fired_time: 1.5303723812, propagate_forward_time: 49.5718383789, propagate_backward_time: 76.8941116333, weight_update_time: 0.1588270813, other_time: 3.3771591187
epoch time: 10.9826650620s, input_fired_time: 0.2173788995, output_fired_time: 0.0000000000, propagate_forward_time: 10.1529350281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6123514175
validation[          , genome  6892] predictions:    9678/  10000 (96.78%), best:    9724/10000 (97.24%), error:      1089.46179, best error:       927.26886 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 131.6520690918s, input_fired_time: 1.7258570194, output_fired_time: 1.4972639084, propagate_forward_time: 49.0418281555, propagate_backward_time: 76.0596923828, weight_update_time: 0.1497088075, other_time: 3.3274230957
epoch time: 10.6209287643s, input_fired_time: 0.2126078308, output_fired_time: 0.0000000000, propagate_forward_time: 9.8293418884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789794922
validation[          , genome  6892] predictions:    9693/  10000 (96.93%), best:    9724/10000 (97.24%), error:      1022.59534, best error:       927.26886 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 132.0475006104s, input_fired_time: 1.6889193058, output_fired_time: 1.4925409555, propagate_forward_time: 49.3536376953, propagate_backward_time: 76.2496032715, weight_update_time: 0.1445914507, other_time: 3.2628021240
epoch time: 10.5670528412s, input_fired_time: 0.2108562440, output_fired_time: 0.0000000000, propagate_forward_time: 9.7679500580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882463455
validation[          , genome  6892] predictions:    9644/  10000 (96.44%), best:    9724/10000 (97.24%), error:      1147.32434, best error:       927.26886 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 130.8113708496s, input_fired_time: 1.7272306681, output_fired_time: 1.4861265421, propagate_forward_time: 48.7849082947, propagate_backward_time: 75.4687194824, weight_update_time: 0.1486656517, other_time: 3.3443756104
epoch time: 10.6466417313s, input_fired_time: 0.2206613272, output_fired_time: 0.0000000000, propagate_forward_time: 9.8398580551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861225128
validation[          , genome  6892] predictions:    9649/  10000 (96.49%), best:    9724/10000 (97.24%), error:      1133.96289, best error:       927.26886 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 132.3942565918s, input_fired_time: 1.7261112928, output_fired_time: 1.4980332851, propagate_forward_time: 49.4143562317, propagate_backward_time: 76.3741455078, weight_update_time: 0.1536809951, other_time: 3.3816223145
epoch time: 10.7518472672s, input_fired_time: 0.2143852711, output_fired_time: 0.0000000000, propagate_forward_time: 9.9244461060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6130161285
validation[          , genome  6892] predictions:    9704/  10000 (97.04%), best:    9724/10000 (97.24%), error:       999.90833, best error:       927.26886 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 133.6129150391s, input_fired_time: 1.7454030514, output_fired_time: 1.4970570803, propagate_forward_time: 49.8095207214, propagate_backward_time: 77.1664581299, weight_update_time: 0.1518658251, other_time: 3.3944702148
epoch time: 10.6664695740s, input_fired_time: 0.2130602747, output_fired_time: 0.0000000000, propagate_forward_time: 9.8671560287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5862531662
validation[          , genome  6892] predictions:    9654/  10000 (96.54%), best:    9724/10000 (97.24%), error:      1146.20996, best error:       927.26886 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 131.8977966309s, input_fired_time: 1.7228592634, output_fired_time: 1.4982938766, propagate_forward_time: 49.1583633423, propagate_backward_time: 76.1999740601, weight_update_time: 0.1477411687, other_time: 3.3183135986
epoch time: 10.5456352234s, input_fired_time: 0.2188945562, output_fired_time: 0.0000000000, propagate_forward_time: 9.7303791046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963611603
validation[          , genome  6892] predictions:    9653/  10000 (96.53%), best:    9724/10000 (97.24%), error:      1141.19653, best error:       927.26886 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 132.7077026367s, input_fired_time: 1.7220287323, output_fired_time: 1.5559264421, propagate_forward_time: 49.5021324158, propagate_backward_time: 76.5870513916, weight_update_time: 0.1489891261, other_time: 3.3405609131
epoch time: 10.5703392029s, input_fired_time: 0.2162194401, output_fired_time: 0.0000000000, propagate_forward_time: 9.7775573730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5765619278
validation[          , genome  6892] predictions:    9715/  10000 (97.15%), best:    9724/10000 (97.24%), error:      1015.07428, best error:       927.26886 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 131.2272186279s, input_fired_time: 1.7074834108, output_fired_time: 1.4960111380, propagate_forward_time: 48.8886489868, propagate_backward_time: 75.8272018433, weight_update_time: 0.1512094587, other_time: 3.3078613281
epoch time: 10.6042461395s, input_fired_time: 0.2182407528, output_fired_time: 0.0000000000, propagate_forward_time: 9.8014135361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845918655
validation[          , genome  6892] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       889.26605, best error:       889.26605 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 132.9591064453s, input_fired_time: 1.7041963339, output_fired_time: 1.5452861786, propagate_forward_time: 49.6685256958, propagate_backward_time: 76.6615219116, weight_update_time: 0.1470473558, other_time: 3.3795776367
epoch time: 10.6545972824s, input_fired_time: 0.2243063599, output_fired_time: 0.0000000000, propagate_forward_time: 9.8271770477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6031141281
validation[          , genome  6892] predictions:    9719/  10000 (97.19%), best:    9732/10000 (97.32%), error:       964.39856, best error:       889.26605 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 132.6871643066s, input_fired_time: 1.7192562819, output_fired_time: 1.5266439915, propagate_forward_time: 49.4188041687, propagate_backward_time: 76.7143707275, weight_update_time: 0.1466355920, other_time: 3.3080902100
epoch time: 10.6598176956s, input_fired_time: 0.2228529602, output_fired_time: 0.0000000000, propagate_forward_time: 9.8433704376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935945511
validation[          , genome  6892] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       983.76324, best error:       889.26605 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 132.4208068848s, input_fired_time: 1.6868873835, output_fired_time: 1.5252015591, propagate_forward_time: 49.4199409485, propagate_backward_time: 76.5032424927, weight_update_time: 0.1449656337, other_time: 3.2855300903
epoch time: 10.6741943359s, input_fired_time: 0.2186364979, output_fired_time: 0.0000000000, propagate_forward_time: 9.8568058014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987520218
validation[          , genome  6892] predictions:    9728/  10000 (97.28%), best:    9732/10000 (97.32%), error:       936.16388, best error:       889.26605 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 131.9504089355s, input_fired_time: 1.7001343966, output_fired_time: 1.4931875467, propagate_forward_time: 49.2196922302, propagate_backward_time: 76.3054046631, weight_update_time: 0.1447201967, other_time: 3.2319793701
epoch time: 10.5164260864s, input_fired_time: 0.2160301208, output_fired_time: 0.0000000000, propagate_forward_time: 9.7080059052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923900604
validation[          , genome  6892] predictions:    9705/  10000 (97.05%), best:    9732/10000 (97.32%), error:       949.33563, best error:       889.26605 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 134.1938323975s, input_fired_time: 1.7576565742, output_fired_time: 1.5392360687, propagate_forward_time: 50.1433906555, propagate_backward_time: 77.4365158081, weight_update_time: 0.1467722058, other_time: 3.3170394897
epoch time: 10.6894245148s, input_fired_time: 0.2243977338, output_fired_time: 0.0000000000, propagate_forward_time: 9.8829469681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5820798874
validation[          , genome  6892] predictions:    9741/  10000 (97.41%), best:    9732/10000 (97.32%), error:       913.91168, best error:       889.26605 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 132.7228851318s, input_fired_time: 1.7056386471, output_fired_time: 1.5175501108, propagate_forward_time: 49.4363517761, propagate_backward_time: 76.7781524658, weight_update_time: 0.1488692313, other_time: 3.2851867676
epoch time: 10.5352487564s, input_fired_time: 0.2135819793, output_fired_time: 0.0000000000, propagate_forward_time: 9.7405300140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5811367035
validation[          , genome  6892] predictions:    9664/  10000 (96.64%), best:    9732/10000 (97.32%), error:      1086.59814, best error:       889.26605 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 132.3202209473s, input_fired_time: 1.7325160503, output_fired_time: 1.5233855247, propagate_forward_time: 49.3362617493, propagate_backward_time: 76.3656921387, weight_update_time: 0.1486129165, other_time: 3.3623657227
epoch time: 10.6397819519s, input_fired_time: 0.2121751755, output_fired_time: 0.0000000000, propagate_forward_time: 9.8335151672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940914154
validation[          , genome  6892] predictions:    9687/  10000 (96.87%), best:    9732/10000 (97.32%), error:      1025.65332, best error:       889.26605 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 132.7200317383s, input_fired_time: 1.7106258869, output_fired_time: 1.5263965130, propagate_forward_time: 49.5291976929, propagate_backward_time: 76.6555480957, weight_update_time: 0.1561909020, other_time: 3.2982559204
epoch time: 10.7092752457s, input_fired_time: 0.2148121297, output_fired_time: 0.0000000000, propagate_forward_time: 9.8992443085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5952186584
validation[          , genome  6892] predictions:    9646/  10000 (96.46%), best:    9732/10000 (97.32%), error:      1151.03931, best error:       889.26605 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 132.3993835449s, input_fired_time: 1.7286112309, output_fired_time: 1.5095647573, propagate_forward_time: 49.4009246826, propagate_backward_time: 76.4041824341, weight_update_time: 0.1576772183, other_time: 3.3561019897
epoch time: 10.5714759827s, input_fired_time: 0.2184476405, output_fired_time: 0.0000000000, propagate_forward_time: 9.7586727142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943555832
validation[          , genome  6892] predictions:    9725/  10000 (97.25%), best:    9732/10000 (97.32%), error:       898.95013, best error:       889.26605 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 131.8685455322s, input_fired_time: 1.7172420025, output_fired_time: 1.5061806440, propagate_forward_time: 49.2365226746, propagate_backward_time: 76.0937500000, weight_update_time: 0.1472136825, other_time: 3.3148498535
epoch time: 10.6565542221s, input_fired_time: 0.2163622379, output_fired_time: 0.0000000000, propagate_forward_time: 9.8565073013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836849213
validation[          , genome  6892] predictions:    9673/  10000 (96.73%), best:    9732/10000 (97.32%), error:      1018.84705, best error:       889.26605 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 131.9505004883s, input_fired_time: 1.7133477926, output_fired_time: 1.5105602741, propagate_forward_time: 49.2286491394, propagate_backward_time: 76.1978378296, weight_update_time: 0.1517478675, other_time: 3.3001022339
epoch time: 11.0278806686s, input_fired_time: 0.2346936017, output_fired_time: 0.0000000000, propagate_forward_time: 10.1578035355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6353836060
validation[          , genome  6892] predictions:    9666/  10000 (96.66%), best:    9732/10000 (97.32%), error:      1076.27063, best error:       889.26605 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 130.3784179688s, input_fired_time: 1.7122710943, output_fired_time: 1.4849438667, propagate_forward_time: 48.6726951599, propagate_backward_time: 75.1927337646, weight_update_time: 0.1483554989, other_time: 3.3157806396
epoch time: 10.8380975723s, input_fired_time: 0.2219859213, output_fired_time: 0.0000000000, propagate_forward_time: 10.0032205582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6128911972
validation[          , genome  6892] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       843.19409, best error:       843.19409 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 132.3888549805s, input_fired_time: 1.7521222830, output_fired_time: 1.5134091377, propagate_forward_time: 49.3863410950, propagate_backward_time: 76.3938903809, weight_update_time: 0.1499200463, other_time: 3.3430938721
epoch time: 10.6237211227s, input_fired_time: 0.2192237377, output_fired_time: 0.0000000000, propagate_forward_time: 9.7998762131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6046209335
validation[          , genome  6892] predictions:    9691/  10000 (96.91%), best:    9747/10000 (97.47%), error:      1031.33032, best error:       843.19409 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 132.2879791260s, input_fired_time: 1.7102265358, output_fired_time: 1.4961555004, propagate_forward_time: 49.3690948486, propagate_backward_time: 76.3743743896, weight_update_time: 0.1464142054, other_time: 3.3381347656
epoch time: 10.7318401337s, input_fired_time: 0.2250219285, output_fired_time: 0.0000000000, propagate_forward_time: 9.8885326385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182851791
validation[          , genome  6892] predictions:    9738/  10000 (97.38%), best:    9747/10000 (97.47%), error:       845.26154, best error:       843.19409 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 131.8069915771s, input_fired_time: 1.7422165871, output_fired_time: 1.4998894930, propagate_forward_time: 49.2243194580, propagate_backward_time: 76.0125732422, weight_update_time: 0.1506766230, other_time: 3.3279876709
epoch time: 10.5630931854s, input_fired_time: 0.2190372497, output_fired_time: 0.0000000000, propagate_forward_time: 9.7403717041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6036844254
validation[          , genome  6892] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       899.31824, best error:       843.19409 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 131.2319030762s, input_fired_time: 1.7124559879, output_fired_time: 1.4958217144, propagate_forward_time: 48.8747253418, propagate_backward_time: 75.8248748779, weight_update_time: 0.1485767365, other_time: 3.3240203857
epoch time: 10.6268157959s, input_fired_time: 0.2190675437, output_fired_time: 0.0000000000, propagate_forward_time: 9.8080673218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996809006
validation[          , genome  6892] predictions:    9739/  10000 (97.39%), best:    9747/10000 (97.47%), error:       920.68481, best error:       843.19409 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 133.0819549561s, input_fired_time: 1.7254483700, output_fired_time: 1.5121604204, propagate_forward_time: 49.6813888550, propagate_backward_time: 76.8717803955, weight_update_time: 0.1465751827, other_time: 3.2911758423
epoch time: 10.8781442642s, input_fired_time: 0.2162579745, output_fired_time: 0.0000000000, propagate_forward_time: 10.0506467819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6112394333
validation[          , genome  6892] predictions:    9693/  10000 (96.93%), best:    9747/10000 (97.47%), error:       986.16418, best error:       843.19409 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 133.8993682861s, input_fired_time: 1.7278866768, output_fired_time: 1.5350431204, propagate_forward_time: 50.0795097351, propagate_backward_time: 77.2616729736, weight_update_time: 0.1454211175, other_time: 3.2952423096
epoch time: 10.7243089676s, input_fired_time: 0.2208523452, output_fired_time: 0.0000000000, propagate_forward_time: 9.9070148468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964422226
validation[          , genome  6892] predictions:    9738/  10000 (97.38%), best:    9747/10000 (97.47%), error:       916.38251, best error:       843.19409 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 132.9650878906s, input_fired_time: 1.7344764471, output_fired_time: 1.5027946234, propagate_forward_time: 49.5190162659, propagate_backward_time: 76.8967056274, weight_update_time: 0.1468839049, other_time: 3.3120956421
epoch time: 10.7651290894s, input_fired_time: 0.2178608924, output_fired_time: 0.0000000000, propagate_forward_time: 9.9574260712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898418427
validation[          , genome  6892] predictions:    9641/  10000 (96.41%), best:    9747/10000 (97.47%), error:      1078.34351, best error:       843.19409 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 132.2791748047s, input_fired_time: 1.7417733669, output_fired_time: 1.5251008272, propagate_forward_time: 49.3405418396, propagate_backward_time: 76.3084716797, weight_update_time: 0.1512535363, other_time: 3.3632812500
epoch time: 10.5886507034s, input_fired_time: 0.2145427763, output_fired_time: 0.0000000000, propagate_forward_time: 9.7852792740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5888290405
validation[          , genome  6892] predictions:    9663/  10000 (96.63%), best:    9747/10000 (97.47%), error:      1104.77820, best error:       843.19409 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 132.6041107178s, input_fired_time: 1.7534476519, output_fired_time: 1.5208282471, propagate_forward_time: 49.4075813293, propagate_backward_time: 76.5825119019, weight_update_time: 0.1476591378, other_time: 3.3397445679
epoch time: 10.8970384598s, input_fired_time: 0.2176268995, output_fired_time: 0.0000000000, propagate_forward_time: 10.0706901550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6087217331
validation[          , genome  6892] predictions:    9744/  10000 (97.44%), best:    9747/10000 (97.47%), error:       881.74054, best error:       843.19409 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 132.5751190186s, input_fired_time: 1.7350164652, output_fired_time: 1.5049287081, propagate_forward_time: 49.4184150696, propagate_backward_time: 76.5642547607, weight_update_time: 0.1532550156, other_time: 3.3525085449
epoch time: 10.5238475800s, input_fired_time: 0.2190937549, output_fired_time: 0.0000000000, propagate_forward_time: 9.7103023529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5944519043
validation[          , genome  6892] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       899.38043, best error:       843.19409 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 131.3209991455s, input_fired_time: 1.7114911079, output_fired_time: 1.5093477964, propagate_forward_time: 48.9108467102, propagate_backward_time: 75.8662261963, weight_update_time: 0.1468959749, other_time: 3.3230895996
epoch time: 10.8711814880s, input_fired_time: 0.2238798290, output_fired_time: 0.0000000000, propagate_forward_time: 10.0628423691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5844593048
validation[          , genome  6892] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       896.74689, best error:       843.19409 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 131.3591613770s, input_fired_time: 1.7299773693, output_fired_time: 1.4987990856, propagate_forward_time: 49.0000534058, propagate_backward_time: 75.7912750244, weight_update_time: 0.1490166336, other_time: 3.3390579224
epoch time: 10.5821523666s, input_fired_time: 0.2184337527, output_fired_time: 0.0000000000, propagate_forward_time: 9.7730531693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906658173
validation[          , genome  6892] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       965.17200, best error:       843.19409 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 131.7584228516s, input_fired_time: 1.7524530888, output_fired_time: 1.5004680157, propagate_forward_time: 49.2026519775, propagate_backward_time: 75.9863128662, weight_update_time: 0.1480575949, other_time: 3.3165283203
epoch time: 10.6635723114s, input_fired_time: 0.2146587819, output_fired_time: 0.0000000000, propagate_forward_time: 9.8631267548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5857868195
validation[          , genome  6892] predictions:    9683/  10000 (96.83%), best:    9747/10000 (97.47%), error:      1041.40186, best error:       843.19409 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 133.5828399658s, input_fired_time: 1.7324371338, output_fired_time: 1.5301916599, propagate_forward_time: 49.9578895569, propagate_backward_time: 76.9993896484, weight_update_time: 0.1464229524, other_time: 3.3629302979
epoch time: 10.6697340012s, input_fired_time: 0.2173410207, output_fired_time: 0.0000000000, propagate_forward_time: 9.8539066315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5984859467
validation[          , genome  6892] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       871.37091, best error:       843.19409 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 131.8586883545s, input_fired_time: 1.7171227932, output_fired_time: 1.5043869019, propagate_forward_time: 49.2086143494, propagate_backward_time: 76.1641311646, weight_update_time: 0.1463555396, other_time: 3.2644271851
epoch time: 10.6943902969s, input_fired_time: 0.2165321410, output_fired_time: 0.0000000000, propagate_forward_time: 9.8883457184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895128250
validation[          , genome  6892] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       979.60413, best error:       843.19409 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 131.7732391357s, input_fired_time: 1.7053567171, output_fired_time: 1.5239226818, propagate_forward_time: 49.1511154175, propagate_backward_time: 76.0832977295, weight_update_time: 0.1462735981, other_time: 3.3095474243
epoch time: 10.5428647995s, input_fired_time: 0.2202885300, output_fired_time: 0.0000000000, propagate_forward_time: 9.7299737930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926027298
validation[          , genome  6892] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       781.28979, best error:       781.28979 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 132.6136169434s, input_fired_time: 1.7183521986, output_fired_time: 1.5068677664, propagate_forward_time: 49.5378150940, propagate_backward_time: 76.5564880371, weight_update_time: 0.1483623236, other_time: 3.2940979004
epoch time: 10.7706384659s, input_fired_time: 0.2231520712, output_fired_time: 0.0000000000, propagate_forward_time: 9.9545402527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5929460526
validation[          , genome  6892] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       874.64514, best error:       781.28979 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 133.6900024414s, input_fired_time: 1.7429050207, output_fired_time: 1.5236696005, propagate_forward_time: 49.7643241882, propagate_backward_time: 77.2811584473, weight_update_time: 0.1464549601, other_time: 3.3779449463
epoch time: 10.5508985519s, input_fired_time: 0.2209546566, output_fired_time: 0.0000000000, propagate_forward_time: 9.7394647598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904788971
validation[          , genome  6892] predictions:    9671/  10000 (96.71%), best:    9753/10000 (97.53%), error:      1093.37830, best error:       781.28979 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 132.2750549316s, input_fired_time: 1.7270691395, output_fired_time: 1.5289123058, propagate_forward_time: 49.3656196594, propagate_backward_time: 76.3836517334, weight_update_time: 0.1470214725, other_time: 3.2698059082
epoch time: 10.6471948624s, input_fired_time: 0.2235709429, output_fired_time: 0.0000000000, propagate_forward_time: 9.8257045746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979194641
validation[          , genome  6892] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       857.97974, best error:       781.28979 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 132.2031250000s, input_fired_time: 1.7335882187, output_fired_time: 1.5042527914, propagate_forward_time: 49.3395767212, propagate_backward_time: 76.2684326172, weight_update_time: 0.1568755358, other_time: 3.3572769165
epoch time: 10.7551593781s, input_fired_time: 0.2217348367, output_fired_time: 0.0000000000, propagate_forward_time: 9.9424095154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910148621
validation[          , genome  6892] predictions:    9677/  10000 (96.77%), best:    9753/10000 (97.53%), error:      1089.94348, best error:       781.28979 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 131.5095214844s, input_fired_time: 1.7265950441, output_fired_time: 1.5062279701, propagate_forward_time: 49.1511840820, propagate_backward_time: 75.8059463501, weight_update_time: 0.1479268223, other_time: 3.3195724487
epoch time: 10.6172466278s, input_fired_time: 0.2163608223, output_fired_time: 0.0000000000, propagate_forward_time: 9.8002662659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6006193161
validation[          , genome  6892] predictions:    9725/  10000 (97.25%), best:    9753/10000 (97.53%), error:       929.49652, best error:       781.28979 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 131.9556274414s, input_fired_time: 1.7340728045, output_fired_time: 1.4864608049, propagate_forward_time: 49.2916374207, propagate_backward_time: 76.1246109009, weight_update_time: 0.1496300697, other_time: 3.3188400269
epoch time: 10.9807634354s, input_fired_time: 0.2166581154, output_fired_time: 0.0000000000, propagate_forward_time: 10.1482276917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6158771515
validation[          , genome  6892] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       924.41870, best error:       781.28979 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 132.6206054688s, input_fired_time: 1.7096613646, output_fired_time: 1.5136002302, propagate_forward_time: 49.5023231506, propagate_backward_time: 76.6214523315, weight_update_time: 0.1458887905, other_time: 3.2735824585
epoch time: 10.6111841202s, input_fired_time: 0.2267247587, output_fired_time: 0.0000000000, propagate_forward_time: 9.8030672073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5813922882
validation[          , genome  6892] predictions:    9713/  10000 (97.13%), best:    9753/10000 (97.53%), error:       989.62744, best error:       781.28979 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 132.8268585205s, input_fired_time: 1.7257645130, output_fired_time: 1.5098288059, propagate_forward_time: 49.5656013489, propagate_backward_time: 76.7437286377, weight_update_time: 0.1510449052, other_time: 3.2819366455
epoch time: 10.6532888412s, input_fired_time: 0.2222529650, output_fired_time: 0.0000000000, propagate_forward_time: 9.8138799667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171560287
validation[          , genome  6892] predictions:    9656/  10000 (96.56%), best:    9753/10000 (97.53%), error:      1164.04370, best error:       781.28979 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 131.1744689941s, input_fired_time: 1.7316287756, output_fired_time: 1.5044653416, propagate_forward_time: 48.9382171631, propagate_backward_time: 75.6995391846, weight_update_time: 0.1486136317, other_time: 3.3006210327
epoch time: 10.8378305435s, input_fired_time: 0.2253625244, output_fired_time: 0.0000000000, propagate_forward_time: 10.0158605576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5966072083
validation[          , genome  6892] predictions:    9721/  10000 (97.21%), best:    9753/10000 (97.53%), error:       922.22412, best error:       781.28979 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 132.4800872803s, input_fired_time: 1.7473487854, output_fired_time: 1.5155302286, propagate_forward_time: 49.4312400818, propagate_backward_time: 76.4482955933, weight_update_time: 0.1595947742, other_time: 3.3376693726
epoch time: 10.9235906601s, input_fired_time: 0.2233304381, output_fired_time: 0.0000000000, propagate_forward_time: 10.0826864243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175737381
validation[          , genome  6892] predictions:    9702/  10000 (97.02%), best:    9753/10000 (97.53%), error:       982.46735, best error:       781.28979 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 132.4270172119s, input_fired_time: 1.7335597277, output_fired_time: 1.5195368528, propagate_forward_time: 49.2693405151, propagate_backward_time: 76.5497055054, weight_update_time: 0.1517081559, other_time: 3.3548736572
epoch time: 10.9166097641s, input_fired_time: 0.2255354375, output_fired_time: 0.0000000000, propagate_forward_time: 10.0968427658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942316055
validation[          , genome  6892] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       871.01038, best error:       781.28979 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 132.0400543213s, input_fired_time: 1.7297425270, output_fired_time: 1.5165235996, propagate_forward_time: 49.2850189209, propagate_backward_time: 76.2112884521, weight_update_time: 0.1483167708, other_time: 3.2974853516
epoch time: 10.4253587723s, input_fired_time: 0.2206976265, output_fired_time: 0.0000000000, propagate_forward_time: 9.6246709824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5799903870
validation[          , genome  6892] predictions:    9752/  10000 (97.52%), best:    9753/10000 (97.53%), error:       866.29431, best error:       781.28979 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 131.2830200195s, input_fired_time: 1.7156487703, output_fired_time: 1.4909546375, propagate_forward_time: 49.0014877319, propagate_backward_time: 75.7883605957, weight_update_time: 0.1477170289, other_time: 3.2865676880
epoch time: 10.5807428360s, input_fired_time: 0.2211822569, output_fired_time: 0.0000000000, propagate_forward_time: 9.7598667145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996942520
validation[          , genome  6892] predictions:    9703/  10000 (97.03%), best:    9753/10000 (97.53%), error:       975.01581, best error:       781.28979 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 132.2083892822s, input_fired_time: 1.7109552622, output_fired_time: 1.5011163950, propagate_forward_time: 49.3321723938, propagate_backward_time: 76.3842315674, weight_update_time: 0.1508297771, other_time: 3.2799224854
epoch time: 10.8544216156s, input_fired_time: 0.2311957181, output_fired_time: 0.0000000000, propagate_forward_time: 10.0207986832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6024274826
validation[          , genome  6892] predictions:    9535/  10000 (95.35%), best:    9753/10000 (97.53%), error:      1411.54761, best error:       781.28979 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 133.9228668213s, input_fired_time: 1.7407708168, output_fired_time: 1.5266550779, propagate_forward_time: 50.0154380798, propagate_backward_time: 77.3378601074, weight_update_time: 0.1454526782, other_time: 3.3021392822
epoch time: 10.6137113571s, input_fired_time: 0.2234458476, output_fired_time: 0.0000000000, propagate_forward_time: 9.7848987579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6053667068
validation[          , genome  6892] predictions:    9607/  10000 (96.07%), best:    9753/10000 (97.53%), error:      1289.15417, best error:       781.28979 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 130.9062042236s, input_fired_time: 1.7398265600, output_fired_time: 1.4933959246, propagate_forward_time: 48.8121223450, propagate_backward_time: 75.5444030762, weight_update_time: 0.1538142413, other_time: 3.3164672852
epoch time: 10.6861410141s, input_fired_time: 0.2165393084, output_fired_time: 0.0000000000, propagate_forward_time: 9.8873529434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5822486877
validation[          , genome  6892] predictions:    9708/  10000 (97.08%), best:    9753/10000 (97.53%), error:       924.86829, best error:       781.28979 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 131.4226989746s, input_fired_time: 1.7266198397, output_fired_time: 1.5134204626, propagate_forward_time: 49.0309600830, propagate_backward_time: 75.8714523315, weight_update_time: 0.1525952518, other_time: 3.2802352905
epoch time: 10.6737184525s, input_fired_time: 0.2192070484, output_fired_time: 0.0000000000, propagate_forward_time: 9.8762998581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5782117844
validation[          , genome  6892] predictions:    9751/  10000 (97.51%), best:    9753/10000 (97.53%), error:       869.17963, best error:       781.28979 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 131.1275177002s, input_fired_time: 1.7363628149, output_fired_time: 1.4931074381, propagate_forward_time: 48.8872222900, propagate_backward_time: 75.6996765137, weight_update_time: 0.1493475139, other_time: 3.3111495972
epoch time: 10.6716632843s, input_fired_time: 0.2195807397, output_fired_time: 0.0000000000, propagate_forward_time: 9.8663806915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5857019424
validation[          , genome  6892] predictions:    9744/  10000 (97.44%), best:    9753/10000 (97.53%), error:       827.41284, best error:       781.28979 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 134.5417633057s, input_fired_time: 1.7477329969, output_fired_time: 1.5340121984, propagate_forward_time: 50.2682113647, propagate_backward_time: 77.6056213379, weight_update_time: 0.1450707316, other_time: 3.3861923218
epoch time: 10.6937131882s, input_fired_time: 0.2235388607, output_fired_time: 0.0000000000, propagate_forward_time: 9.8731021881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5970726013
validation[          , genome  6892] predictions:    9698/  10000 (96.98%), best:    9753/10000 (97.53%), error:       995.75909, best error:       781.28979 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 131.6874542236s, input_fired_time: 1.7477664948, output_fired_time: 1.5037028790, propagate_forward_time: 49.0953254700, propagate_backward_time: 76.0241851807, weight_update_time: 0.1483294070, other_time: 3.3164672852
epoch time: 10.8041543961s, input_fired_time: 0.2177895308, output_fired_time: 0.0000000000, propagate_forward_time: 10.0012083054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851564407
validation[          , genome  6892] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       879.71484, best error:       781.28979 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 131.3180541992s, input_fired_time: 1.7375532389, output_fired_time: 1.4962919950, propagate_forward_time: 48.9919319153, propagate_backward_time: 75.7820510864, weight_update_time: 0.1488388479, other_time: 3.3102340698
epoch time: 10.6449642181s, input_fired_time: 0.2234451473, output_fired_time: 0.0000000000, propagate_forward_time: 9.8222780228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5992412567
validation[          , genome  6892] predictions:    9690/  10000 (96.90%), best:    9753/10000 (97.53%), error:       968.77917, best error:       781.28979 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 131.8663482666s, input_fired_time: 1.7492541075, output_fired_time: 1.5152083635, propagate_forward_time: 49.1251487732, propagate_backward_time: 76.1303405762, weight_update_time: 0.1541274041, other_time: 3.3463897705
epoch time: 10.7263412476s, input_fired_time: 0.2194328308, output_fired_time: 0.0000000000, propagate_forward_time: 9.9230127335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5838956833
validation[          , genome  6892] predictions:    9716/  10000 (97.16%), best:    9753/10000 (97.53%), error:       900.76117, best error:       781.28979 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 134.6270904541s, input_fired_time: 1.7495748997, output_fired_time: 1.5528064966, propagate_forward_time: 50.2003211975, propagate_backward_time: 77.7495727539, weight_update_time: 0.1459429115, other_time: 3.3748168945
epoch time: 10.5602788925s, input_fired_time: 0.2205206305, output_fired_time: 0.0000000000, propagate_forward_time: 9.7431526184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5966053009
validation[          , genome  6892] predictions:    9719/  10000 (97.19%), best:    9753/10000 (97.53%), error:       956.76965, best error:       781.28979 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 132.6544189453s, input_fired_time: 1.7222284079, output_fired_time: 1.5111993551, propagate_forward_time: 49.5641098022, propagate_backward_time: 76.5870742798, weight_update_time: 0.1461644024, other_time: 3.2698059082
epoch time: 10.6458005905s, input_fired_time: 0.2248629183, output_fired_time: 0.0000000000, propagate_forward_time: 9.8324518204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884857178
validation[          , genome  6892] predictions:    9717/  10000 (97.17%), best:    9753/10000 (97.53%), error:       956.38257, best error:       781.28979 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 132.0507812500s, input_fired_time: 1.7051000595, output_fired_time: 1.5037512779, propagate_forward_time: 49.2164382935, propagate_backward_time: 76.3272628784, weight_update_time: 0.1523005515, other_time: 3.2982330322
epoch time: 10.7132596970s, input_fired_time: 0.2169924527, output_fired_time: 0.0000000000, propagate_forward_time: 9.9019718170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942955017
validation[          , genome  6892] predictions:    9638/  10000 (96.38%), best:    9753/10000 (97.53%), error:      1190.75830, best error:       781.28979 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 132.4481353760s, input_fired_time: 1.7291781902, output_fired_time: 1.5168646574, propagate_forward_time: 49.4797019958, propagate_backward_time: 76.4214859009, weight_update_time: 0.1464259326, other_time: 3.3009109497
epoch time: 10.7489728928s, input_fired_time: 0.2188222706, output_fired_time: 0.0000000000, propagate_forward_time: 9.9430503845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5871000290
validation[          , genome  6892] predictions:    9710/  10000 (97.10%), best:    9753/10000 (97.53%), error:       981.18774, best error:       781.28979 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 132.5145721436s, input_fired_time: 1.7475663424, output_fired_time: 1.5304257870, propagate_forward_time: 49.4450988770, propagate_backward_time: 76.4449462891, weight_update_time: 0.1485407948, other_time: 3.3465270996
epoch time: 10.6220541000s, input_fired_time: 0.2215461582, output_fired_time: 0.0000000000, propagate_forward_time: 9.7794122696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210956573
validation[          , genome  6892] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       877.95544, best error:       781.28979 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 132.1432342529s, input_fired_time: 1.7438349724, output_fired_time: 1.5098263025, propagate_forward_time: 49.2960281372, propagate_backward_time: 76.2575073242, weight_update_time: 0.1484761834, other_time: 3.3360366821
epoch time: 10.6743412018s, input_fired_time: 0.2173396498, output_fired_time: 0.0000000000, propagate_forward_time: 9.8786287308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783729553
validation[          , genome  6892] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       888.51044, best error:       781.28979 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 131.2984313965s, input_fired_time: 1.7297700644, output_fired_time: 1.4964466095, propagate_forward_time: 48.9876251221, propagate_backward_time: 75.7725753784, weight_update_time: 0.1474409401, other_time: 3.3120193481
epoch time: 10.6976757050s, input_fired_time: 0.2230077386, output_fired_time: 0.0000000000, propagate_forward_time: 9.8903846741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5842828751
validation[          , genome  6892] predictions:    9625/  10000 (96.25%), best:    9753/10000 (97.53%), error:      1277.65039, best error:       781.28979 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 133.2905578613s, input_fired_time: 1.7363693714, output_fired_time: 1.5026732683, propagate_forward_time: 49.7222518921, propagate_backward_time: 77.0000076294, weight_update_time: 0.1472774297, other_time: 3.3292541504
epoch time: 10.7146959305s, input_fired_time: 0.2217097580, output_fired_time: 0.0000000000, propagate_forward_time: 9.8893318176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6036539078
validation[          , genome  6892] predictions:    9704/  10000 (97.04%), best:    9753/10000 (97.53%), error:      1003.06036, best error:       781.28979 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 133.7055053711s, input_fired_time: 1.7463679314, output_fired_time: 1.5139756203, propagate_forward_time: 49.8594627380, propagate_backward_time: 77.2210006714, weight_update_time: 0.1608508825, other_time: 3.3646926880
epoch time: 10.7364568710s, input_fired_time: 0.2237289697, output_fired_time: 0.0000000000, propagate_forward_time: 9.9022035599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6105241776
validation[          , genome  6892] predictions:    9743/  10000 (97.43%), best:    9753/10000 (97.53%), error:       841.64777, best error:       781.28979 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 131.8794555664s, input_fired_time: 1.7575725317, output_fired_time: 1.5313559771, propagate_forward_time: 49.1473503113, propagate_backward_time: 76.0755233765, weight_update_time: 0.1503482759, other_time: 3.3676528931
epoch time: 10.6883144379s, input_fired_time: 0.2195176482, output_fired_time: 0.0000000000, propagate_forward_time: 9.8800058365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5887908936
validation[          , genome  6892] predictions:    9754/  10000 (97.54%), best:    9753/10000 (97.53%), error:       823.65771, best error:       781.28979 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 132.9263916016s, input_fired_time: 1.7422996759, output_fired_time: 1.5237336159, propagate_forward_time: 49.6033935547, propagate_backward_time: 76.7550201416, weight_update_time: 0.1466930807, other_time: 3.3019561768
epoch time: 10.7112436295s, input_fired_time: 0.2216703743, output_fired_time: 0.0000000000, propagate_forward_time: 9.9040479660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855255127
validation[          , genome  6892] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       833.22961, best error:       781.28979 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 133.3373413086s, input_fired_time: 1.7364385128, output_fired_time: 1.5160863400, propagate_forward_time: 49.7928314209, propagate_backward_time: 76.9516677856, weight_update_time: 0.1516656131, other_time: 3.3403244019
epoch time: 10.7053613663s, input_fired_time: 0.2192536294, output_fired_time: 0.0000000000, propagate_forward_time: 9.9008750916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5852327347
validation[          , genome  6892] predictions:    9704/  10000 (97.04%), best:    9753/10000 (97.53%), error:       986.73492, best error:       781.28979 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 131.7985382080s, input_fired_time: 1.7411354780, output_fired_time: 1.5110855103, propagate_forward_time: 49.1864356995, propagate_backward_time: 76.0743637085, weight_update_time: 0.1525427252, other_time: 3.2855300903
epoch time: 11.0097084045s, input_fired_time: 0.2387564033, output_fired_time: 0.0000000000, propagate_forward_time: 10.1586055756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6123466492
validation[          , genome  6892] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       906.22943, best error:       781.28979 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 131.9172821045s, input_fired_time: 1.7286022902, output_fired_time: 1.5100659132, propagate_forward_time: 49.3031311035, propagate_backward_time: 76.0620803833, weight_update_time: 0.1482948363, other_time: 3.3133926392
epoch time: 10.5829162598s, input_fired_time: 0.2184851319, output_fired_time: 0.0000000000, propagate_forward_time: 9.7744483948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899829865
validation[          , genome  6892] predictions:    9698/  10000 (96.98%), best:    9753/10000 (97.53%), error:      1049.03979, best error:       781.28979 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 132.2005157471s, input_fired_time: 1.7517434359, output_fired_time: 1.5071760416, propagate_forward_time: 49.2631912231, propagate_backward_time: 76.3734817505, weight_update_time: 0.1476891637, other_time: 3.3049316406
epoch time: 10.6358470917s, input_fired_time: 0.2237818986, output_fired_time: 0.0000000000, propagate_forward_time: 9.8203582764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5917072296
validation[          , genome  6892] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       897.12567, best error:       781.28979 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 132.1690673828s, input_fired_time: 1.7533404827, output_fired_time: 1.4989231825, propagate_forward_time: 49.3908119202, propagate_backward_time: 76.2630462646, weight_update_time: 0.1519520879, other_time: 3.2629547119
epoch time: 10.7285041809s, input_fired_time: 0.2306743711, output_fired_time: 0.0000000000, propagate_forward_time: 9.9103899002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5874395370
validation[          , genome  6892] predictions:    9713/  10000 (97.13%), best:    9753/10000 (97.53%), error:       901.50262, best error:       781.28979 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 132.1935577393s, input_fired_time: 1.7553856373, output_fired_time: 1.5277961493, propagate_forward_time: 49.2965545654, propagate_backward_time: 76.3291397095, weight_update_time: 0.1518188715, other_time: 3.2846755981
epoch time: 11.0336399078s, input_fired_time: 0.2266966850, output_fired_time: 0.0000000000, propagate_forward_time: 10.1752834320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6316595078
validation[          , genome  6892] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       878.06506, best error:       781.28979 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 133.3746032715s, input_fired_time: 1.7516533136, output_fired_time: 1.4937940836, propagate_forward_time: 49.7325859070, propagate_backward_time: 77.0311431885, weight_update_time: 0.1475209147, other_time: 3.3654327393
epoch time: 10.8140602112s, input_fired_time: 0.2334872484, output_fired_time: 0.0000000000, propagate_forward_time: 9.9863176346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942554474
validation[          , genome  6892] predictions:    9739/  10000 (97.39%), best:    9753/10000 (97.53%), error:       854.59393, best error:       781.28979 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 133.2548217773s, input_fired_time: 1.7425136566, output_fired_time: 1.5245938301, propagate_forward_time: 49.5941886902, propagate_backward_time: 77.0535736084, weight_update_time: 0.1467997730, other_time: 3.3399505615
epoch time: 10.7850170135s, input_fired_time: 0.2266524285, output_fired_time: 0.0000000000, propagate_forward_time: 9.9756155014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5827493668
validation[          , genome  6892] predictions:    9483/  10000 (94.83%), best:    9753/10000 (97.53%), error:      1865.12366, best error:       781.28979 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 132.1367034912s, input_fired_time: 1.7565603256, output_fired_time: 1.5053995848, propagate_forward_time: 49.2903442383, propagate_backward_time: 76.2887649536, weight_update_time: 0.1490854025, other_time: 3.2956314087
epoch time: 10.5761604309s, input_fired_time: 0.2186304629, output_fired_time: 0.0000000000, propagate_forward_time: 9.7803182602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5772113800
validation[          , genome  6892] predictions:    9718/  10000 (97.18%), best:    9753/10000 (97.53%), error:       905.87885, best error:       781.28979 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 131.5210266113s, input_fired_time: 1.7471417189, output_fired_time: 1.5064318180, propagate_forward_time: 48.9897842407, propagate_backward_time: 75.9274902344, weight_update_time: 0.1491043270, other_time: 3.3501663208
epoch time: 10.6725931168s, input_fired_time: 0.2193990499, output_fired_time: 0.0000000000, propagate_forward_time: 9.8662338257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5869598389
validation[          , genome  6892] predictions:    9639/  10000 (96.39%), best:    9753/10000 (97.53%), error:      1177.12219, best error:       781.28979 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 133.4667510986s, input_fired_time: 1.7393625975, output_fired_time: 1.5258625746, propagate_forward_time: 49.7788734436, propagate_backward_time: 77.0926971436, weight_update_time: 0.1466494948, other_time: 3.3299560547
epoch time: 10.5884218216s, input_fired_time: 0.2238900214, output_fired_time: 0.0000000000, propagate_forward_time: 9.7794408798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850906372
validation[          , genome  6892] predictions:    9750/  10000 (97.50%), best:    9753/10000 (97.53%), error:       889.52979, best error:       781.28979 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 131.8880462646s, input_fired_time: 1.7408167124, output_fired_time: 1.5083115101, propagate_forward_time: 49.1832008362, propagate_backward_time: 76.1522445679, weight_update_time: 0.1474914104, other_time: 3.3034744263
epoch time: 10.8702116013s, input_fired_time: 0.2385013252, output_fired_time: 0.0000000000, propagate_forward_time: 10.0210742950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106357574
validation[          , genome  6892] predictions:    9734/  10000 (97.34%), best:    9753/10000 (97.53%), error:       913.95410, best error:       781.28979 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 131.6116027832s, input_fired_time: 1.7276010513, output_fired_time: 1.4959000349, propagate_forward_time: 49.0512428284, propagate_backward_time: 76.0578308105, weight_update_time: 0.1546378881, other_time: 3.2790374756
epoch time: 10.6915254593s, input_fired_time: 0.2238583565, output_fired_time: 0.0000000000, propagate_forward_time: 9.8742198944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934467316
validation[          , genome  6892] predictions:    9694/  10000 (96.94%), best:    9753/10000 (97.53%), error:      1026.58240, best error:       781.28979 on epoch:    54, 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: 53.2815361023s, input_fired_time: 1.1070573330, output_fired_time: 0.0000000000, propagate_forward_time: 49.0817680359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0927124023
best training[          , genome  6892] predictions:   49441/  50000 (98.88%), best:    9753/10000 (97.53%), error:      2041.40515, best error:       781.28979 on epoch:    54, 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: 10.8363695145s, input_fired_time: 0.2296460867, output_fired_time: 0.0000000000, propagate_forward_time: 10.0149803162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5917434692
   testing[          , genome  6892] predictions:    9760/  10000 (97.60%), best:    9753/10000 (97.53%), error:       736.97247, best error:       781.28979 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:04:23 (6164): called boinc_finish(0)

</stderr_txt>
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