Nameexact_genome_1512568488_42_6281_0
Workunit2602638
Created7 Dec 2017, 18:57:27 UTC
Sent7 Dec 2017, 19:02:45 UTC
Report deadline15 Dec 2017, 15:25:19 UTC
Received8 Dec 2017, 15:30:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time4 hours 15 min 3 sec
CPU time4 hours 14 min 59 sec
Validate stateValid
Credit1,962.25
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.43 MB
Peak swap size155.20 MB
Peak disk usage1.36 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
54, weight_update_time: 0.1420954019, other_time: 3.1209335327
epoch time: 12.1971082687s, input_fired_time: 0.2093474418, output_fired_time: 0.0000000000, propagate_forward_time: 11.4205894470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5671710968
validation[          , genome  6281] predictions:    9669/  10000 (96.69%), best:    9680/10000 (96.80%), error:      1143.41138, best error:      1069.87781 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 139.2710571289s, input_fired_time: 1.8356391191, output_fired_time: 1.3691284657, propagate_forward_time: 57.1247444153, propagate_backward_time: 75.8215103149, weight_update_time: 0.1421213448, other_time: 3.1200485229
epoch time: 12.2219800949s, input_fired_time: 0.2038176358, output_fired_time: 0.0000000000, propagate_forward_time: 11.4517793655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5663833618
validation[          , genome  6281] predictions:    9678/  10000 (96.78%), best:    9680/10000 (96.80%), error:      1117.79492, best error:      1069.87781 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 139.3931579590s, input_fired_time: 1.8343371153, output_fired_time: 1.3687674999, propagate_forward_time: 57.2045974731, propagate_backward_time: 75.8591918945, weight_update_time: 0.1425139755, other_time: 3.1262588501
epoch time: 12.1758203506s, input_fired_time: 0.2052347660, output_fired_time: 0.0000000000, propagate_forward_time: 11.4082145691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5623712540
validation[          , genome  6281] predictions:    9647/  10000 (96.47%), best:    9680/10000 (96.80%), error:      1110.55981, best error:      1069.87781 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 138.8629913330s, input_fired_time: 1.8326987028, output_fired_time: 1.3652426004, propagate_forward_time: 56.9950523376, propagate_backward_time: 75.5324859619, weight_update_time: 0.1412213743, other_time: 3.1374969482
epoch time: 12.2434549332s, input_fired_time: 0.2056077123, output_fired_time: 0.0000000000, propagate_forward_time: 11.4688673019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689802170
validation[          , genome  6281] predictions:    9660/  10000 (96.60%), best:    9680/10000 (96.80%), error:      1137.33154, best error:      1069.87781 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 139.0694885254s, input_fired_time: 1.8288856745, output_fired_time: 1.3474464417, propagate_forward_time: 57.2280426025, propagate_backward_time: 75.5423278809, weight_update_time: 0.1412943602, other_time: 3.1227874756
epoch time: 12.1904878616s, input_fired_time: 0.2043082863, output_fired_time: 0.0000000000, propagate_forward_time: 11.4220447540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5641345978
validation[          , genome  6281] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1040.80542, best error:      1040.80542 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 138.9451599121s, input_fired_time: 1.8392087221, output_fired_time: 1.3713643551, propagate_forward_time: 57.0340995789, propagate_backward_time: 75.5779876709, weight_update_time: 0.1413496286, other_time: 3.1224975586
epoch time: 12.2264661789s, input_fired_time: 0.2091799229, output_fired_time: 0.0000000000, propagate_forward_time: 11.4479951859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5692911148
validation[          , genome  6281] predictions:    9692/  10000 (96.92%), best:    9679/10000 (96.79%), error:      1076.77722, best error:      1040.80542 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 139.0666198730s, input_fired_time: 1.8501675129, output_fired_time: 1.3724805117, propagate_forward_time: 57.0162315369, propagate_backward_time: 75.6679000854, weight_update_time: 0.1417826712, other_time: 3.1598281860
epoch time: 11.7722301483s, input_fired_time: 0.2024872452, output_fired_time: 0.0000000000, propagate_forward_time: 11.0225601196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471830368
validation[          , genome  6281] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1008.75861, best error:      1008.75861 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 138.3263549805s, input_fired_time: 1.8339699507, output_fired_time: 1.3590589762, propagate_forward_time: 56.7377014160, propagate_backward_time: 75.3095092773, weight_update_time: 0.1404051632, other_time: 3.0861206055
epoch time: 12.2146272659s, input_fired_time: 0.2063404471, output_fired_time: 0.0000000000, propagate_forward_time: 11.4461860657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621004105
validation[          , genome  6281] predictions:    9548/  10000 (95.48%), best:    9686/10000 (96.86%), error:      1356.49500, best error:      1008.75861 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 139.4320526123s, input_fired_time: 1.8429526091, output_fired_time: 1.3690162897, propagate_forward_time: 57.2765998840, propagate_backward_time: 75.8722839355, weight_update_time: 0.1415812671, other_time: 3.0711975098
epoch time: 12.1878252029s, input_fired_time: 0.2045950890, output_fired_time: 0.0000000000, propagate_forward_time: 11.4260282516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5572023392
validation[          , genome  6281] predictions:    9598/  10000 (95.98%), best:    9686/10000 (96.86%), error:      1300.79749, best error:      1008.75861 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 138.6609497070s, input_fired_time: 1.8374767303, output_fired_time: 1.3662698269, propagate_forward_time: 56.9318199158, propagate_backward_time: 75.4747314453, weight_update_time: 0.1408076137, other_time: 3.0506439209
epoch time: 12.0593128204s, input_fired_time: 0.2045584321, output_fired_time: 0.0000000000, propagate_forward_time: 11.3004255295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543289185
validation[          , genome  6281] predictions:    9670/  10000 (96.70%), best:    9686/10000 (96.86%), error:      1092.97168, best error:      1008.75861 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 138.8573913574s, input_fired_time: 1.8385760784, output_fired_time: 1.3583927155, propagate_forward_time: 57.0557250977, propagate_backward_time: 75.5530700684, weight_update_time: 0.1410429478, other_time: 3.0516204834
epoch time: 12.1774511337s, input_fired_time: 0.2072076648, output_fired_time: 0.0000000000, propagate_forward_time: 11.4161338806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541095734
validation[          , genome  6281] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       970.74988, best error:       970.74988 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 137.8905639648s, input_fired_time: 1.8293323517, output_fired_time: 1.3452821970, propagate_forward_time: 56.7242279053, propagate_backward_time: 74.9438552856, weight_update_time: 0.1403896958, other_time: 3.0478744507
epoch time: 11.9782571793s, input_fired_time: 0.2050758004, output_fired_time: 0.0000000000, propagate_forward_time: 11.2208261490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523548126
validation[          , genome  6281] predictions:    9619/  10000 (96.19%), best:    9701/10000 (97.01%), error:      1260.48645, best error:       970.74988 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 135.6893005371s, input_fired_time: 1.8121982813, output_fired_time: 1.3386254311, propagate_forward_time: 55.6263999939, propagate_backward_time: 73.8964920044, weight_update_time: 0.1384512186, other_time: 3.0155868530
epoch time: 12.1937627792s, input_fired_time: 0.2043267936, output_fired_time: 0.0000000000, propagate_forward_time: 11.4344930649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549430847
validation[          , genome  6281] predictions:    9694/  10000 (96.94%), best:    9701/10000 (97.01%), error:       975.80359, best error:       970.74988 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 137.2079620361s, input_fired_time: 1.8284999132, output_fired_time: 1.3461717367, propagate_forward_time: 56.3762130737, propagate_backward_time: 74.6206130981, weight_update_time: 0.1391683370, other_time: 3.0364532471
epoch time: 11.3509082794s, input_fired_time: 0.1946770251, output_fired_time: 0.0000000000, propagate_forward_time: 10.6202344894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359964371
validation[          , genome  6281] predictions:    9597/  10000 (95.97%), best:    9701/10000 (97.01%), error:      1247.37024, best error:       970.74988 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 137.2003479004s, input_fired_time: 1.8269773722, output_fired_time: 1.3503038883, propagate_forward_time: 56.2984771729, propagate_backward_time: 74.6960220337, weight_update_time: 0.1394163668, other_time: 3.0285568237
epoch time: 11.9406261444s, input_fired_time: 0.2049764991, output_fired_time: 0.0000000000, propagate_forward_time: 11.1901855469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454645157
validation[          , genome  6281] predictions:    9685/  10000 (96.85%), best:    9701/10000 (97.01%), error:      1094.16150, best error:       970.74988 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 136.5273590088s, input_fired_time: 1.8278999329, output_fired_time: 1.3397259712, propagate_forward_time: 56.0962829590, propagate_backward_time: 74.2256011963, weight_update_time: 0.1386494935, other_time: 3.0378570557
epoch time: 11.7946491241s, input_fired_time: 0.2049123943, output_fired_time: 0.0000000000, propagate_forward_time: 11.0407257080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490112305
validation[          , genome  6281] predictions:    9697/  10000 (96.97%), best:    9701/10000 (97.01%), error:      1021.76239, best error:       970.74988 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 132.3186492920s, input_fired_time: 1.7902865410, output_fired_time: 1.2998645306, propagate_forward_time: 54.2283744812, propagate_backward_time: 72.0280761719, weight_update_time: 0.1349484324, other_time: 2.9720458984
epoch time: 12.1883163452s, input_fired_time: 0.2074719518, output_fired_time: 0.0000000000, propagate_forward_time: 11.4275331497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533113480
validation[          , genome  6281] predictions:    9686/  10000 (96.86%), best:    9701/10000 (97.01%), error:      1024.18958, best error:       970.74988 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 135.9923095703s, input_fired_time: 1.8207457066, output_fired_time: 1.3395686150, propagate_forward_time: 55.8283538818, propagate_backward_time: 73.9864883423, weight_update_time: 0.1382501125, other_time: 3.0171585083
epoch time: 12.2196197510s, input_fired_time: 0.2086518407, output_fired_time: 0.0000000000, propagate_forward_time: 11.4526596069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5583086014
validation[          , genome  6281] predictions:    9633/  10000 (96.33%), best:    9701/10000 (97.01%), error:      1182.80750, best error:       970.74988 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 133.3067932129s, input_fired_time: 1.7973567247, output_fired_time: 1.2976946831, propagate_forward_time: 54.8079566956, propagate_backward_time: 72.4305953979, weight_update_time: 0.1356501281, other_time: 2.9731826782
epoch time: 12.2100944519s, input_fired_time: 0.2085897028, output_fired_time: 0.0000000000, propagate_forward_time: 11.4447793961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567255020
validation[          , genome  6281] predictions:    9697/  10000 (96.97%), best:    9701/10000 (97.01%), error:      1008.80865, best error:       970.74988 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 138.2392120361s, input_fired_time: 1.8444600105, output_fired_time: 1.3605479002, propagate_forward_time: 56.7087821960, propagate_backward_time: 75.2941741943, weight_update_time: 0.1407479495, other_time: 3.0312347412
epoch time: 12.0604963303s, input_fired_time: 0.2069344074, output_fired_time: 0.0000000000, propagate_forward_time: 11.3011140823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5524482727
validation[          , genome  6281] predictions:    9630/  10000 (96.30%), best:    9701/10000 (97.01%), error:      1184.15100, best error:       970.74988 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 136.9972534180s, input_fired_time: 1.8361241817, output_fired_time: 1.3429203033, propagate_forward_time: 56.2889862061, propagate_backward_time: 74.4863967896, weight_update_time: 0.1391045004, other_time: 3.0428237915
epoch time: 12.1814670563s, input_fired_time: 0.2103792727, output_fired_time: 0.0000000000, propagate_forward_time: 11.4135599136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5575275421
validation[          , genome  6281] predictions:    9653/  10000 (96.53%), best:    9701/10000 (97.01%), error:      1099.21033, best error:       970.74988 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 138.8825836182s, input_fired_time: 1.8490153551, output_fired_time: 1.3596633673, propagate_forward_time: 57.0576171875, propagate_backward_time: 75.5267486572, weight_update_time: 0.1408912390, other_time: 3.0895385742
epoch time: 12.1839017868s, input_fired_time: 0.2091505378, output_fired_time: 0.0000000000, propagate_forward_time: 11.4185819626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5561695099
validation[          , genome  6281] predictions:    9695/  10000 (96.95%), best:    9701/10000 (97.01%), error:      1010.16132, best error:       970.74988 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 138.6655883789s, input_fired_time: 1.8512519598, output_fired_time: 1.3648339510, propagate_forward_time: 56.9788932800, propagate_backward_time: 75.4167327881, weight_update_time: 0.1408043206, other_time: 3.0538635254
epoch time: 11.4542884827s, input_fired_time: 0.2018988580, output_fired_time: 0.0000000000, propagate_forward_time: 10.7143812180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380086899
validation[          , genome  6281] predictions:    9719/  10000 (97.19%), best:    9701/10000 (97.01%), error:      1008.44092, best error:       970.74988 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 138.1874847412s, input_fired_time: 1.8486005068, output_fired_time: 1.3557635546, propagate_forward_time: 56.7962112427, propagate_backward_time: 75.1418991089, weight_update_time: 0.1400105804, other_time: 3.0450134277
epoch time: 12.1983537674s, input_fired_time: 0.2115917951, output_fired_time: 0.0000000000, propagate_forward_time: 11.4297962189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569658279
validation[          , genome  6281] predictions:    9583/  10000 (95.83%), best:    9701/10000 (97.01%), error:      1411.37769, best error:       970.74988 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 134.5924377441s, input_fired_time: 1.8211236000, output_fired_time: 1.3223081827, propagate_forward_time: 55.2298088074, propagate_backward_time: 73.2185363770, weight_update_time: 0.1369115263, other_time: 3.0006561279
epoch time: 12.2121038437s, input_fired_time: 0.2110851258, output_fired_time: 0.0000000000, propagate_forward_time: 11.4440526962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569658279
validation[          , genome  6281] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       963.52100, best error:       963.52100 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 134.8046569824s, input_fired_time: 1.8203842640, output_fired_time: 1.3276801109, propagate_forward_time: 55.3027381897, propagate_backward_time: 73.3422927856, weight_update_time: 0.1376009881, other_time: 3.0115585327
epoch time: 12.1649904251s, input_fired_time: 0.2105066180, output_fired_time: 0.0000000000, propagate_forward_time: 11.4007091522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537748337
validation[          , genome  6281] predictions:    9662/  10000 (96.62%), best:    9706/10000 (97.06%), error:      1111.82141, best error:       963.52100 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 133.3335266113s, input_fired_time: 1.8132048845, output_fired_time: 1.3171461821, propagate_forward_time: 54.5774383545, propagate_backward_time: 72.6347656250, weight_update_time: 0.1363525838, other_time: 2.9909820557
epoch time: 12.1614484787s, input_fired_time: 0.2120224833, output_fired_time: 0.0000000000, propagate_forward_time: 11.3937654495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5556602478
validation[          , genome  6281] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       918.45679, best error:       918.45679 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 137.5907135010s, input_fired_time: 1.8488889933, output_fired_time: 1.3509750366, propagate_forward_time: 56.5023422241, propagate_backward_time: 74.8481979370, weight_update_time: 0.1390731186, other_time: 3.0402984619
epoch time: 12.2054405212s, input_fired_time: 0.2109458297, output_fired_time: 0.0000000000, propagate_forward_time: 11.4378566742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5566377640
validation[          , genome  6281] predictions:    9697/  10000 (96.97%), best:    9731/10000 (97.31%), error:       956.41986, best error:       918.45679 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 138.8754730225s, input_fired_time: 1.8624142408, output_fired_time: 1.3648902178, propagate_forward_time: 57.0195159912, propagate_backward_time: 75.5708236694, weight_update_time: 0.1408561021, other_time: 3.0578384399
epoch time: 12.2199707031s, input_fired_time: 0.2106072307, output_fired_time: 0.0000000000, propagate_forward_time: 11.4513759613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5579872131
validation[          , genome  6281] predictions:    9665/  10000 (96.65%), best:    9731/10000 (97.31%), error:      1104.92444, best error:       918.45679 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 138.7261047363s, input_fired_time: 1.8627746105, output_fired_time: 1.3583089113, propagate_forward_time: 57.0228500366, propagate_backward_time: 75.4276580811, weight_update_time: 0.1406647265, other_time: 3.0545120239
epoch time: 12.1936473846s, input_fired_time: 0.2117547840, output_fired_time: 0.0000000000, propagate_forward_time: 11.4281311035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537614822
validation[          , genome  6281] predictions:    9674/  10000 (96.74%), best:    9731/10000 (97.31%), error:      1028.29224, best error:       918.45679 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 138.6221313477s, input_fired_time: 1.8610397577, output_fired_time: 1.3618879318, propagate_forward_time: 56.9485359192, propagate_backward_time: 75.3925933838, weight_update_time: 0.1405911148, other_time: 3.0580749512
epoch time: 12.0013818741s, input_fired_time: 0.2084304541, output_fired_time: 0.0000000000, propagate_forward_time: 11.2362022400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567493439
validation[          , genome  6281] predictions:    9715/  10000 (97.15%), best:    9731/10000 (97.31%), error:       974.28607, best error:       918.45679 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 138.7410125732s, input_fired_time: 1.8620208502, output_fired_time: 1.3559168577, propagate_forward_time: 57.0839195251, propagate_backward_time: 75.3868484497, weight_update_time: 0.1401329637, other_time: 3.0523147583
epoch time: 12.2191448212s, input_fired_time: 0.2135079354, output_fired_time: 0.0000000000, propagate_forward_time: 11.4494199753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5562171936
validation[          , genome  6281] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       913.76575, best error:       913.76575 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 139.0055694580s, input_fired_time: 1.8706692457, output_fired_time: 1.3686544895, propagate_forward_time: 57.0815734863, propagate_backward_time: 75.6329727173, weight_update_time: 0.1411894858, other_time: 3.0517044067
epoch time: 12.2244729996s, input_fired_time: 0.2113858014, output_fired_time: 0.0000000000, propagate_forward_time: 11.4551496506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5579376221
validation[          , genome  6281] predictions:    9701/  10000 (97.01%), best:    9737/10000 (97.37%), error:      1012.21295, best error:       913.76575 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 139.5027618408s, input_fired_time: 1.8711296320, output_fired_time: 1.3713073730, propagate_forward_time: 57.2930564880, propagate_backward_time: 75.9076232910, weight_update_time: 0.1418007463, other_time: 3.0596466064
epoch time: 12.2512521744s, input_fired_time: 0.2123071402, output_fired_time: 0.0000000000, propagate_forward_time: 11.4789361954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5600090027
validation[          , genome  6281] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       903.42163, best error:       903.42163 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 139.4745330811s, input_fired_time: 1.8746814728, output_fired_time: 1.3730392456, propagate_forward_time: 57.2261734009, propagate_backward_time: 75.9298477173, weight_update_time: 0.1419807523, other_time: 3.0707855225
epoch time: 12.2025651932s, input_fired_time: 0.2132308036, output_fired_time: 0.0000000000, propagate_forward_time: 11.4333410263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5559930801
validation[          , genome  6281] predictions:    9648/  10000 (96.48%), best:    9737/10000 (97.37%), error:      1111.30286, best error:       903.42163 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 139.3517303467s, input_fired_time: 1.8729281425, output_fired_time: 1.3722531796, propagate_forward_time: 57.1459007263, propagate_backward_time: 75.8866424561, weight_update_time: 0.1424420774, other_time: 3.0740051270
epoch time: 12.2281274796s, input_fired_time: 0.2108946294, output_fired_time: 0.0000000000, propagate_forward_time: 11.4584493637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5587835312
validation[          , genome  6281] predictions:    9681/  10000 (96.81%), best:    9737/10000 (97.37%), error:      1021.67590, best error:       903.42163 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 138.5417327881s, input_fired_time: 1.8456475735, output_fired_time: 1.3300683498, propagate_forward_time: 57.1050758362, propagate_backward_time: 75.2387008667, weight_update_time: 0.1407220960, other_time: 3.0222549438
epoch time: 12.1778955460s, input_fired_time: 0.2127032876, output_fired_time: 0.0000000000, propagate_forward_time: 11.4184360504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467557907
validation[          , genome  6281] predictions:    9692/  10000 (96.92%), best:    9737/10000 (97.37%), error:      1048.70410, best error:       903.42163 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 139.2841644287s, input_fired_time: 1.8744399548, output_fired_time: 1.3668704033, propagate_forward_time: 57.1743659973, propagate_backward_time: 75.8150329590, weight_update_time: 0.1416751444, other_time: 3.0534667969
epoch time: 12.2370271683s, input_fired_time: 0.2127772272, output_fired_time: 0.0000000000, propagate_forward_time: 11.4669227600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5573272705
validation[          , genome  6281] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       858.68372, best error:       858.68372 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 139.5160064697s, input_fired_time: 1.8789491653, output_fired_time: 1.3709385395, propagate_forward_time: 57.2256927490, propagate_backward_time: 75.9850082397, weight_update_time: 0.1414466500, other_time: 3.0554122925
epoch time: 12.2054862976s, input_fired_time: 0.2141045928, output_fired_time: 0.0000000000, propagate_forward_time: 11.4388923645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5524892807
validation[          , genome  6281] predictions:    9722/  10000 (97.22%), best:    9738/10000 (97.38%), error:       898.49603, best error:       858.68372 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 139.2959899902s, input_fired_time: 1.8770036697, output_fired_time: 1.3745166063, propagate_forward_time: 57.1808128357, propagate_backward_time: 75.7857971191, weight_update_time: 0.1415411383, other_time: 3.0778656006
epoch time: 12.2280530930s, input_fired_time: 0.2120732963, output_fired_time: 0.0000000000, propagate_forward_time: 11.4591846466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567951202
validation[          , genome  6281] predictions:    9713/  10000 (97.13%), best:    9738/10000 (97.38%), error:       925.32202, best error:       858.68372 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 133.3796539307s, input_fired_time: 1.8295890093, output_fired_time: 1.3231190443, propagate_forward_time: 54.6765213013, propagate_backward_time: 72.5594100952, weight_update_time: 0.1358011216, other_time: 2.9910125732
epoch time: 11.7711906433s, input_fired_time: 0.2074600607, output_fired_time: 0.0000000000, propagate_forward_time: 11.0167913437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469388962
validation[          , genome  6281] predictions:    9680/  10000 (96.80%), best:    9738/10000 (97.38%), error:      1055.05078, best error:       858.68372 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 137.1332397461s, input_fired_time: 1.8587383032, output_fired_time: 1.3432180882, propagate_forward_time: 56.2601013184, propagate_backward_time: 74.6343307495, weight_update_time: 0.1394301653, other_time: 3.0368576050
epoch time: 12.2074985504s, input_fired_time: 0.2136962414, output_fired_time: 0.0000000000, propagate_forward_time: 11.4357547760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5580472946
validation[          , genome  6281] predictions:    9658/  10000 (96.58%), best:    9738/10000 (97.38%), error:      1072.39795, best error:       858.68372 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 138.7584381104s, input_fired_time: 1.8699324131, output_fired_time: 1.3611922264, propagate_forward_time: 57.0230712891, propagate_backward_time: 75.4577713013, weight_update_time: 0.1406668574, other_time: 3.0464706421
epoch time: 11.0688247681s, input_fired_time: 0.2008580863, output_fired_time: 0.0000000000, propagate_forward_time: 10.3372774124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306892395
validation[          , genome  6281] predictions:    9680/  10000 (96.80%), best:    9738/10000 (97.38%), error:      1014.61804, best error:       858.68372 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 135.7067260742s, input_fired_time: 1.8514546156, output_fired_time: 1.3360950947, propagate_forward_time: 55.6950950623, propagate_backward_time: 73.8119354248, weight_update_time: 0.1378689259, other_time: 3.0121459961
epoch time: 12.1882266998s, input_fired_time: 0.2161603421, output_fired_time: 0.0000000000, propagate_forward_time: 11.4134654999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5586004257
validation[          , genome  6281] predictions:    9692/  10000 (96.92%), best:    9738/10000 (97.38%), error:      1078.21960, best error:       858.68372 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 138.8299713135s, input_fired_time: 1.8765804768, output_fired_time: 1.3590167761, propagate_forward_time: 57.0648422241, propagate_backward_time: 75.4870681763, weight_update_time: 0.1413115561, other_time: 3.0424499512
epoch time: 11.9811544418s, input_fired_time: 0.2128772736, output_fired_time: 0.0000000000, propagate_forward_time: 11.2194471359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488300323
validation[          , genome  6281] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       815.89587, best error:       815.89587 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 137.9248962402s, input_fired_time: 1.8697941303, output_fired_time: 1.3497401476, propagate_forward_time: 56.5823059082, propagate_backward_time: 75.0844497681, weight_update_time: 0.1406215578, other_time: 3.0385971069
epoch time: 12.1972541809s, input_fired_time: 0.2153389305, output_fired_time: 0.0000000000, propagate_forward_time: 11.4252080917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567073822
validation[          , genome  6281] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       944.03156, best error:       815.89587 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 139.4120941162s, input_fired_time: 1.8912965059, output_fired_time: 1.3762056828, propagate_forward_time: 57.1860351562, propagate_backward_time: 75.8944549561, weight_update_time: 0.1422248632, other_time: 3.0641021729
epoch time: 12.2396535873s, input_fired_time: 0.2113296539, output_fired_time: 0.0000000000, propagate_forward_time: 11.4694910049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588331223
validation[          , genome  6281] predictions:    9690/  10000 (96.90%), best:    9769/10000 (97.69%), error:      1042.87793, best error:       815.89587 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 139.5694885254s, input_fired_time: 1.8891147375, output_fired_time: 1.3725277185, propagate_forward_time: 57.2869529724, propagate_backward_time: 75.9600219727, weight_update_time: 0.1418371052, other_time: 3.0608673096
epoch time: 12.2047910690s, input_fired_time: 0.2156355977, output_fired_time: 0.0000000000, propagate_forward_time: 11.4334230423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5557327271
validation[          , genome  6281] predictions:    9733/  10000 (97.33%), best:    9769/10000 (97.69%), error:       890.70026, best error:       815.89587 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 138.3535308838s, input_fired_time: 1.8727126122, output_fired_time: 1.3482371569, propagate_forward_time: 56.8275222778, propagate_backward_time: 75.2514038086, weight_update_time: 0.1407551616, other_time: 3.0536575317
epoch time: 12.1973772049s, input_fired_time: 0.2145896405, output_fired_time: 0.0000000000, propagate_forward_time: 11.4281854630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5546016693
validation[          , genome  6281] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       894.51624, best error:       815.89587 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 138.7058105469s, input_fired_time: 1.8869748116, output_fired_time: 1.3611203432, propagate_forward_time: 56.9407653809, propagate_backward_time: 75.4501037598, weight_update_time: 0.1405668110, other_time: 3.0668487549
epoch time: 12.2386150360s, input_fired_time: 0.2167728841, output_fired_time: 0.0000000000, propagate_forward_time: 11.4610929489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5607490540
validation[          , genome  6281] predictions:    9732/  10000 (97.32%), best:    9769/10000 (97.69%), error:       900.26483, best error:       815.89587 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 139.5221099854s, input_fired_time: 1.8909560442, output_fired_time: 1.3664742708, propagate_forward_time: 57.3250885010, propagate_backward_time: 75.8734130859, weight_update_time: 0.1416228712, other_time: 3.0661773682
epoch time: 12.1959276199s, input_fired_time: 0.2166752815, output_fired_time: 0.0000000000, propagate_forward_time: 11.4220323563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5572195053
validation[          , genome  6281] predictions:    9709/  10000 (97.09%), best:    9769/10000 (97.69%), error:      1005.41534, best error:       815.89587 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 139.2687683105s, input_fired_time: 1.8959174156, output_fired_time: 1.3738903999, propagate_forward_time: 57.1378746033, propagate_backward_time: 75.8013763428, weight_update_time: 0.1418426633, other_time: 3.0597076416
epoch time: 12.2453451157s, input_fired_time: 0.2183008492, output_fired_time: 0.0000000000, propagate_forward_time: 11.4696769714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5573673248
validation[          , genome  6281] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       984.61188, best error:       815.89587 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 139.6897125244s, input_fired_time: 1.8997894526, output_fired_time: 1.3750903606, propagate_forward_time: 57.3372230530, propagate_backward_time: 76.0043411255, weight_update_time: 0.1419573873, other_time: 3.0732650757
epoch time: 12.2439804077s, input_fired_time: 0.2178164124, output_fired_time: 0.0000000000, propagate_forward_time: 11.4645404816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5616235733
validation[          , genome  6281] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       905.12793, best error:       815.89587 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 139.4461975098s, input_fired_time: 1.8943130970, output_fired_time: 1.3699672222, propagate_forward_time: 57.2839279175, propagate_backward_time: 75.8245544434, weight_update_time: 0.1409417838, other_time: 3.0734329224
epoch time: 12.2349958420s, input_fired_time: 0.2179918289, output_fired_time: 0.0000000000, propagate_forward_time: 11.4584197998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585842133
validation[          , genome  6281] predictions:    9725/  10000 (97.25%), best:    9769/10000 (97.69%), error:       934.93622, best error:       815.89587 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 139.3726196289s, input_fired_time: 1.8918848038, output_fired_time: 1.3716030121, propagate_forward_time: 57.2716522217, propagate_backward_time: 75.7716751099, weight_update_time: 0.1408650875, other_time: 3.0658035278
epoch time: 12.1659469604s, input_fired_time: 0.2173561901, output_fired_time: 0.0000000000, propagate_forward_time: 11.4050912857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434999466
validation[          , genome  6281] predictions:    9721/  10000 (97.21%), best:    9769/10000 (97.69%), error:       954.26569, best error:       815.89587 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 139.4409942627s, input_fired_time: 1.8927747011, output_fired_time: 1.3726605177, propagate_forward_time: 57.2756576538, propagate_backward_time: 75.8419189453, weight_update_time: 0.1411939710, other_time: 3.0579757690
epoch time: 12.1589908600s, input_fired_time: 0.2172336131, output_fired_time: 0.0000000000, propagate_forward_time: 11.3929834366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487737656
validation[          , genome  6281] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       956.09595, best error:       815.89587 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 139.1235046387s, input_fired_time: 1.8969767094, output_fired_time: 1.3673580885, propagate_forward_time: 57.1727218628, propagate_backward_time: 75.6335983276, weight_update_time: 0.1408536136, other_time: 3.0528564453
epoch time: 12.1724185944s, input_fired_time: 0.2169231027, output_fired_time: 0.0000000000, propagate_forward_time: 11.4007225037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547733307
validation[          , genome  6281] predictions:    9727/  10000 (97.27%), best:    9769/10000 (97.69%), error:       936.49719, best error:       815.89587 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 138.3354034424s, input_fired_time: 1.8859463930, output_fired_time: 1.3656440973, propagate_forward_time: 56.7027854919, propagate_backward_time: 75.3290328979, weight_update_time: 0.1413949281, other_time: 3.0519943237
epoch time: 12.1278076172s, input_fired_time: 0.2155824155, output_fired_time: 0.0000000000, propagate_forward_time: 11.3599119186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523128510
validation[          , genome  6281] predictions:    9712/  10000 (97.12%), best:    9769/10000 (97.69%), error:       942.44214, best error:       815.89587 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 138.2069091797s, input_fired_time: 1.8880735636, output_fired_time: 1.3628165722, propagate_forward_time: 56.5765953064, propagate_backward_time: 75.3242111206, weight_update_time: 0.1415835470, other_time: 3.0551986694
epoch time: 12.1802711487s, input_fired_time: 0.2171620280, output_fired_time: 0.0000000000, propagate_forward_time: 11.4123811722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507278442
validation[          , genome  6281] predictions:    9727/  10000 (97.27%), best:    9769/10000 (97.69%), error:       923.94220, best error:       815.89587 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 139.5226287842s, input_fired_time: 1.8993060589, output_fired_time: 1.3740663528, propagate_forward_time: 57.2768936157, propagate_backward_time: 75.9006652832, weight_update_time: 0.1418299973, other_time: 3.0716934204
epoch time: 12.2462310791s, input_fired_time: 0.2185454369, output_fired_time: 0.0000000000, propagate_forward_time: 11.4642286301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5634565353
validation[          , genome  6281] predictions:    9728/  10000 (97.28%), best:    9769/10000 (97.69%), error:       936.20734, best error:       815.89587 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 139.6173248291s, input_fired_time: 1.9040825367, output_fired_time: 1.3729679585, propagate_forward_time: 57.2905044556, propagate_backward_time: 75.9813156128, weight_update_time: 0.1420016140, other_time: 3.0684509277
epoch time: 12.2163381577s, input_fired_time: 0.2200074941, output_fired_time: 0.0000000000, propagate_forward_time: 11.4386749268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576553345
validation[          , genome  6281] predictions:    9734/  10000 (97.34%), best:    9769/10000 (97.69%), error:       857.91803, best error:       815.89587 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 139.5469970703s, input_fired_time: 1.9070146084, output_fired_time: 1.3811656237, propagate_forward_time: 57.1767997742, propagate_backward_time: 76.0019836426, weight_update_time: 0.1420928985, other_time: 3.0800323486
epoch time: 11.8181667328s, input_fired_time: 0.2150609642, output_fired_time: 0.0000000000, propagate_forward_time: 11.0543251038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487804413
validation[          , genome  6281] predictions:    9707/  10000 (97.07%), best:    9769/10000 (97.69%), error:       986.00244, best error:       815.89587 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 139.0920867920s, input_fired_time: 1.8908373117, output_fired_time: 1.3618446589, propagate_forward_time: 57.1931724548, propagate_backward_time: 75.5918426514, weight_update_time: 0.1407110542, other_time: 3.0543823242
epoch time: 12.0025882721s, input_fired_time: 0.2182633430, output_fired_time: 0.0000000000, propagate_forward_time: 11.2330999374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512247086
validation[          , genome  6281] predictions:    9642/  10000 (96.42%), best:    9769/10000 (97.69%), error:      1173.07385, best error:       815.89587 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 137.5476379395s, input_fired_time: 1.8795918226, output_fired_time: 1.3560662270, propagate_forward_time: 56.4142608643, propagate_backward_time: 74.8618316650, weight_update_time: 0.1394731104, other_time: 3.0358886719
epoch time: 12.2442932129s, input_fired_time: 0.2173725218, output_fired_time: 0.0000000000, propagate_forward_time: 11.4676723480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5592479706
validation[          , genome  6281] predictions:    9703/  10000 (97.03%), best:    9769/10000 (97.69%), error:      1000.05701, best error:       815.89587 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 138.2750549316s, input_fired_time: 1.8835693598, output_fired_time: 1.3648481369, propagate_forward_time: 56.7595672607, propagate_backward_time: 75.2160491943, weight_update_time: 0.1402477473, other_time: 3.0510101318
epoch time: 11.6800718307s, input_fired_time: 0.2121714950, output_fired_time: 0.0000000000, propagate_forward_time: 10.9260158539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418844223
validation[          , genome  6281] predictions:    9722/  10000 (97.22%), best:    9769/10000 (97.69%), error:       916.33575, best error:       815.89587 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 139.1935729980s, input_fired_time: 1.9031096697, output_fired_time: 1.3671258688, propagate_forward_time: 57.1337814331, propagate_backward_time: 75.7398376465, weight_update_time: 0.1414610296, other_time: 3.0497207642
epoch time: 11.7906742096s, input_fired_time: 0.2118687630, output_fired_time: 0.0000000000, propagate_forward_time: 11.0312891006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475168228
validation[          , genome  6281] predictions:    9644/  10000 (96.44%), best:    9769/10000 (97.69%), error:      1131.90833, best error:       815.89587 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 137.4211120605s, input_fired_time: 1.8848707676, output_fired_time: 1.3545384407, propagate_forward_time: 56.3791313171, propagate_backward_time: 74.7641601562, weight_update_time: 0.1393443942, other_time: 3.0384063721
epoch time: 12.0770673752s, input_fired_time: 0.2192917764, output_fired_time: 0.0000000000, propagate_forward_time: 11.3012514114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5565242767
validation[          , genome  6281] predictions:    9731/  10000 (97.31%), best:    9769/10000 (97.69%), error:       898.11877, best error:       815.89587 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 139.2219543457s, input_fired_time: 1.9114687443, output_fired_time: 1.3661028147, propagate_forward_time: 57.1946563721, propagate_backward_time: 75.6906051636, weight_update_time: 0.1408215016, other_time: 3.0591201782
epoch time: 12.2404603958s, input_fired_time: 0.2173174471, output_fired_time: 0.0000000000, propagate_forward_time: 11.4668436050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5562992096
validation[          , genome  6281] predictions:    9727/  10000 (97.27%), best:    9769/10000 (97.69%), error:       913.08881, best error:       815.89587 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 139.3054351807s, input_fired_time: 1.9025100470, output_fired_time: 1.3667868376, propagate_forward_time: 57.2517509460, propagate_backward_time: 75.7315979004, weight_update_time: 0.1414998174, other_time: 3.0527801514
epoch time: 12.1336755753s, input_fired_time: 0.2134376913, output_fired_time: 0.0000000000, propagate_forward_time: 11.3675146103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5527229309
validation[          , genome  6281] predictions:    9725/  10000 (97.25%), best:    9769/10000 (97.69%), error:       940.74414, best error:       815.89587 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 139.4216766357s, input_fired_time: 1.9011663198, output_fired_time: 1.3653916121, propagate_forward_time: 57.2374191284, propagate_backward_time: 75.8765029907, weight_update_time: 0.1419332772, other_time: 3.0411987305
epoch time: 12.2444334030s, input_fired_time: 0.2163182646, output_fired_time: 0.0000000000, propagate_forward_time: 11.4711685181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569467545
validation[          , genome  6281] predictions:    9735/  10000 (97.35%), best:    9769/10000 (97.69%), error:       914.55481, best error:       815.89587 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 139.2936553955s, input_fired_time: 1.9009616375, output_fired_time: 1.3612654209, propagate_forward_time: 57.2089500427, propagate_backward_time: 75.7869338989, weight_update_time: 0.1414815485, other_time: 3.0355453491
epoch time: 12.2284727097s, input_fired_time: 0.2193497121, output_fired_time: 0.0000000000, propagate_forward_time: 11.4514780045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576448441
validation[          , genome  6281] predictions:    9719/  10000 (97.19%), best:    9769/10000 (97.69%), error:       960.99072, best error:       815.89587 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 139.8342132568s, input_fired_time: 1.9153805971, output_fired_time: 1.3841460943, propagate_forward_time: 57.3295021057, propagate_backward_time: 76.1276779175, weight_update_time: 0.1422289908, other_time: 3.0775222778
epoch time: 12.2205152512s, input_fired_time: 0.2202098817, output_fired_time: 0.0000000000, propagate_forward_time: 11.4463768005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539283752
validation[          , genome  6281] predictions:    9733/  10000 (97.33%), best:    9769/10000 (97.69%), error:       901.02496, best error:       815.89587 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 139.7155303955s, input_fired_time: 1.9148293734, output_fired_time: 1.3734540939, propagate_forward_time: 57.3158187866, propagate_backward_time: 76.0459976196, weight_update_time: 0.1420736313, other_time: 3.0654296875
epoch time: 12.1631259918s, input_fired_time: 0.2174197584, output_fired_time: 0.0000000000, propagate_forward_time: 11.3887748718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569314957
validation[          , genome  6281] predictions:    9724/  10000 (97.24%), best:    9769/10000 (97.69%), error:       921.06519, best error:       815.89587 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 139.6941223145s, input_fired_time: 1.9110205173, output_fired_time: 1.3743870258, propagate_forward_time: 57.3686943054, propagate_backward_time: 75.9782943726, weight_update_time: 0.1419119537, other_time: 3.0617141724
epoch time: 12.2604579926s, input_fired_time: 0.2215461731, output_fired_time: 0.0000000000, propagate_forward_time: 11.4809093475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5580024719
validation[          , genome  6281] predictions:    9706/  10000 (97.06%), best:    9769/10000 (97.69%), error:      1000.84412, best error:       815.89587 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 139.8778228760s, input_fired_time: 1.9167692661, output_fired_time: 1.3814510107, propagate_forward_time: 57.4085464478, propagate_backward_time: 76.0969543457, weight_update_time: 0.1421032846, other_time: 3.0741043091
epoch time: 12.2641124725s, input_fired_time: 0.2213933319, output_fired_time: 0.0000000000, propagate_forward_time: 11.4841642380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585546494
validation[          , genome  6281] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       978.75714, best error:       815.89587 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 139.5507812500s, input_fired_time: 1.9121267796, output_fired_time: 1.3662947416, propagate_forward_time: 57.3337059021, propagate_backward_time: 75.8833084106, weight_update_time: 0.1420352459, other_time: 3.0553512573
epoch time: 12.2649621964s, input_fired_time: 0.2208528221, output_fired_time: 0.0000000000, propagate_forward_time: 11.4855060577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5586032867
validation[          , genome  6281] predictions:    9708/  10000 (97.08%), best:    9769/10000 (97.69%), error:       980.47894, best error:       815.89587 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 139.9248809814s, input_fired_time: 1.9205336571, output_fired_time: 1.3803999424, propagate_forward_time: 57.4222793579, propagate_backward_time: 76.1216735840, weight_update_time: 0.1422583461, other_time: 3.0799942017
epoch time: 12.2644090652s, input_fired_time: 0.2198701501, output_fired_time: 0.0000000000, propagate_forward_time: 11.4862031937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5583353043
validation[          , genome  6281] predictions:    9694/  10000 (96.94%), best:    9769/10000 (97.69%), error:      1036.62622, best error:       815.89587 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 139.9189300537s, input_fired_time: 1.9155815840, output_fired_time: 1.3797472715, propagate_forward_time: 57.4200706482, propagate_backward_time: 76.1302566528, weight_update_time: 0.1424438953, other_time: 3.0732650757
epoch time: 12.2685899734s, input_fired_time: 0.2218574435, output_fired_time: 0.0000000000, propagate_forward_time: 11.4867334366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5599994659
validation[          , genome  6281] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       992.04443, best error:       815.89587 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 139.5991668701s, input_fired_time: 1.9149550200, output_fired_time: 1.3670949936, propagate_forward_time: 57.3478736877, propagate_backward_time: 75.9125976562, weight_update_time: 0.1419760287, other_time: 3.0566558838
epoch time: 12.2310104370s, input_fired_time: 0.2199708670, output_fired_time: 0.0000000000, propagate_forward_time: 11.4547243118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563154221
validation[          , genome  6281] predictions:    9693/  10000 (96.93%), best:    9769/10000 (97.69%), error:       988.76514, best error:       815.89587 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 140.0046234131s, input_fired_time: 1.9216078520, output_fired_time: 1.3859206438, propagate_forward_time: 57.3993148804, propagate_backward_time: 76.2160263062, weight_update_time: 0.1425706446, other_time: 3.0817565918
epoch time: 12.2589273453s, input_fired_time: 0.2194827944, output_fired_time: 0.0000000000, propagate_forward_time: 11.4785833359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5608615875
validation[          , genome  6281] predictions:    9658/  10000 (96.58%), best:    9769/10000 (97.69%), error:      1120.21436, best error:       815.89587 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 139.4569091797s, input_fired_time: 1.9158043861, output_fired_time: 1.3727487326, propagate_forward_time: 57.2048873901, propagate_backward_time: 75.8898315430, weight_update_time: 0.1419650912, other_time: 3.0736465454
epoch time: 12.2427501678s, input_fired_time: 0.2213222235, output_fired_time: 0.0000000000, propagate_forward_time: 11.4615697861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5598583221
validation[          , genome  6281] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       906.39978, best error:       815.89587 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 139.1445007324s, input_fired_time: 1.9261405468, output_fired_time: 1.3648302555, propagate_forward_time: 57.0688400269, propagate_backward_time: 75.7222900391, weight_update_time: 0.1413545161, other_time: 3.0623855591
epoch time: 12.2798604965s, input_fired_time: 0.2197643816, output_fired_time: 0.0000000000, propagate_forward_time: 11.4959383011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5641574860
validation[          , genome  6281] predictions:    9695/  10000 (96.95%), best:    9769/10000 (97.69%), error:      1069.59875, best error:       815.89587 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 138.9154357910s, input_fired_time: 1.9079852104, output_fired_time: 1.3622653484, propagate_forward_time: 57.0996208191, propagate_backward_time: 75.4905853271, weight_update_time: 0.1405117661, other_time: 3.0549774170
epoch time: 12.2592401505s, input_fired_time: 0.2224155068, output_fired_time: 0.0000000000, propagate_forward_time: 11.4777669907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590572357
validation[          , genome  6281] predictions:    9726/  10000 (97.26%), best:    9769/10000 (97.69%), error:       911.46277, best error:       815.89587 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 138.4529876709s, input_fired_time: 1.9057854414, output_fired_time: 1.3641021252, propagate_forward_time: 56.7380867004, propagate_backward_time: 75.3948059082, weight_update_time: 0.1413586736, other_time: 3.0502014160
epoch time: 12.0688829422s, input_fired_time: 0.2188064754, output_fired_time: 0.0000000000, propagate_forward_time: 11.2955007553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545759201
validation[          , genome  6281] predictions:    9674/  10000 (96.74%), best:    9769/10000 (97.69%), error:      1178.77795, best error:       815.89587 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 138.6551666260s, input_fired_time: 1.9103317261, output_fired_time: 1.3669033051, propagate_forward_time: 56.8146705627, propagate_backward_time: 75.5218124390, weight_update_time: 0.1416489035, other_time: 3.0414657593
epoch time: 12.2076597214s, input_fired_time: 0.2213838100, output_fired_time: 0.0000000000, propagate_forward_time: 11.4309978485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552778244
validation[          , genome  6281] predictions:    9713/  10000 (97.13%), best:    9769/10000 (97.69%), error:       922.79468, best error:       815.89587 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 139.3611450195s, input_fired_time: 1.9189107418, output_fired_time: 1.3776170015, propagate_forward_time: 57.1292228699, propagate_backward_time: 75.8802947998, weight_update_time: 0.1420726925, other_time: 3.0550842285
epoch time: 12.2070970535s, input_fired_time: 0.2184866965, output_fired_time: 0.0000000000, propagate_forward_time: 11.4350576401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535526276
validation[          , genome  6281] predictions:    9695/  10000 (96.95%), best:    9769/10000 (97.69%), error:      1096.53870, best error:       815.89587 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 139.1778564453s, input_fired_time: 1.9102871418, output_fired_time: 1.3584597111, propagate_forward_time: 57.1693611145, propagate_backward_time: 75.7032470703, weight_update_time: 0.1417739242, other_time: 3.0364990234
epoch time: 12.1995449066s, input_fired_time: 0.2208149284, output_fired_time: 0.0000000000, propagate_forward_time: 11.4360542297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426759720
validation[          , genome  6281] predictions:    9634/  10000 (96.34%), best:    9769/10000 (97.69%), error:      1235.28455, best error:       815.89587 on epoch:    58, 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: 60.9688377380s, input_fired_time: 1.0815109015, output_fired_time: 0.0000000000, propagate_forward_time: 57.0746154785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8127098083
best training[          , genome  6281] predictions:   49521/  50000 (99.04%), best:    9769/10000 (97.69%), error:      1792.97009, best error:       815.89587 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 12.1883230209s, input_fired_time: 0.2139427662, output_fired_time: 0.0000000000, propagate_forward_time: 11.4161481857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5582323074
   testing[          , genome  6281] predictions:    9799/  10000 (97.99%), best:    9769/10000 (97.69%), error:       663.19006, best error:       815.89587 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:30:18 (72856): called boinc_finish(0)

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