Nameexact_genome_1512568488_43_6154_1
Workunit2602060
Created7 Dec 2017, 18:16:29 UTC
Sent7 Dec 2017, 18:23:49 UTC
Report deadline15 Dec 2017, 19:06:55 UTC
Received8 Dec 2017, 20:12:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time3 hours 55 min 4 sec
CPU time3 hours 54 min 33 sec
Validate stateValid
Credit2,007.48
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.75 MB
Peak swap size152.97 MB
Peak disk usage1.24 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
22830, propagate_forward_time: 49.0598411560, propagate_backward_time: 75.2979431152, weight_update_time: 0.1409134418, other_time: 2.1063232422
epoch time: 10.2460994720s, input_fired_time: 0.1007238850, output_fired_time: 0.0000000000, propagate_forward_time: 9.7710046768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743705750
validation[          , genome  6154] predictions:    9661/  10000 (96.61%), best:    9706/10000 (97.06%), error:      1146.65247, best error:       986.01501 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 128.2816314697s, input_fired_time: 0.8944095373, output_fired_time: 0.7241248488, propagate_forward_time: 49.0970764160, propagate_backward_time: 75.4720230103, weight_update_time: 0.1406397223, other_time: 2.0940017700
epoch time: 10.1949176788s, input_fired_time: 0.0996018350, output_fired_time: 0.0000000000, propagate_forward_time: 9.7200984955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752174377
validation[          , genome  6154] predictions:    9689/  10000 (96.89%), best:    9706/10000 (97.06%), error:      1056.04333, best error:       986.01501 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 128.3187255859s, input_fired_time: 0.8994929790, output_fired_time: 0.7266506553, propagate_forward_time: 49.0980644226, propagate_backward_time: 75.5021514893, weight_update_time: 0.1411890537, other_time: 2.0923614502
epoch time: 10.2015018463s, input_fired_time: 0.0998009369, output_fired_time: 0.0000000000, propagate_forward_time: 9.7268362045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748645782
validation[          , genome  6154] predictions:    9653/  10000 (96.53%), best:    9706/10000 (97.06%), error:      1105.46326, best error:       986.01501 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 130.2335510254s, input_fired_time: 0.9153280854, output_fired_time: 0.7658003569, propagate_forward_time: 49.2762908936, propagate_backward_time: 77.0197296143, weight_update_time: 0.1467672586, other_time: 2.2564086914
epoch time: 10.4653196335s, input_fired_time: 0.1011233181, output_fired_time: 0.0000000000, propagate_forward_time: 9.9491624832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150342941
validation[          , genome  6154] predictions:    9680/  10000 (96.80%), best:    9706/10000 (97.06%), error:      1061.41833, best error:       986.01501 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 128.1072387695s, input_fired_time: 0.9055457115, output_fired_time: 0.7403861880, propagate_forward_time: 48.9189796448, propagate_backward_time: 75.4121932983, weight_update_time: 0.1420550495, other_time: 2.1301345825
epoch time: 10.2365026474s, input_fired_time: 0.0999184400, output_fired_time: 0.0000000000, propagate_forward_time: 9.7634372711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731470108
validation[          , genome  6154] predictions:    9700/  10000 (97.00%), best:    9706/10000 (97.06%), error:      1032.04822, best error:       986.01501 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 128.8523559570s, input_fired_time: 0.9055721164, output_fired_time: 0.7291584015, propagate_forward_time: 49.2105255127, propagate_backward_time: 75.8714218140, weight_update_time: 0.1419009864, other_time: 2.1356811523
epoch time: 10.1924781799s, input_fired_time: 0.1003997326, output_fired_time: 0.0000000000, propagate_forward_time: 9.7189817429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730964661
validation[          , genome  6154] predictions:    9619/  10000 (96.19%), best:    9706/10000 (97.06%), error:      1260.20398, best error:       986.01501 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 127.9119033813s, input_fired_time: 0.8975266218, output_fired_time: 0.7297808528, propagate_forward_time: 48.9084320068, propagate_backward_time: 75.2692413330, weight_update_time: 0.1410006434, other_time: 2.1069183350
epoch time: 10.1949005127s, input_fired_time: 0.0999089852, output_fired_time: 0.0000000000, propagate_forward_time: 9.7203054428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746862411
validation[          , genome  6154] predictions:    9680/  10000 (96.80%), best:    9706/10000 (97.06%), error:      1061.96619, best error:       986.01501 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 127.7258605957s, input_fired_time: 0.8974493146, output_fired_time: 0.7306673527, propagate_forward_time: 48.8525619507, propagate_backward_time: 75.1551437378, weight_update_time: 0.1408751756, other_time: 2.0900421143
epoch time: 10.1899051666s, input_fired_time: 0.1011190489, output_fired_time: 0.0000000000, propagate_forward_time: 9.7145118713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742742538
validation[          , genome  6154] predictions:    9669/  10000 (96.69%), best:    9706/10000 (97.06%), error:      1074.34375, best error:       986.01501 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 127.1933288574s, input_fired_time: 0.8948853612, output_fired_time: 0.7216905951, propagate_forward_time: 48.6951560974, propagate_backward_time: 74.7816238403, weight_update_time: 0.1412575245, other_time: 2.0999832153
epoch time: 10.1885385513s, input_fired_time: 0.1005755439, output_fired_time: 0.0000000000, propagate_forward_time: 9.7146301270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733329773
validation[          , genome  6154] predictions:    9673/  10000 (96.73%), best:    9706/10000 (97.06%), error:      1118.80225, best error:       986.01501 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 128.1434631348s, input_fired_time: 0.8997986913, output_fired_time: 0.7263677716, propagate_forward_time: 49.0596733093, propagate_backward_time: 75.3268432617, weight_update_time: 0.1421196759, other_time: 2.1307830811
epoch time: 10.3097963333s, input_fired_time: 0.1025123224, output_fired_time: 0.0000000000, propagate_forward_time: 9.8306579590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766260147
validation[          , genome  6154] predictions:    9677/  10000 (96.77%), best:    9706/10000 (97.06%), error:      1127.76880, best error:       986.01501 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 128.2619476318s, input_fired_time: 0.9049706459, output_fired_time: 0.7302677631, propagate_forward_time: 49.1093330383, propagate_backward_time: 75.4137802124, weight_update_time: 0.1430075467, other_time: 2.1035995483
epoch time: 10.3051109314s, input_fired_time: 0.1016742364, output_fired_time: 0.0000000000, propagate_forward_time: 9.8291635513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742733002
validation[          , genome  6154] predictions:    9650/  10000 (96.50%), best:    9706/10000 (97.06%), error:      1157.42896, best error:       986.01501 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 128.4012451172s, input_fired_time: 0.9060561657, output_fired_time: 0.7278632522, propagate_forward_time: 49.1823616028, propagate_backward_time: 75.4871749878, weight_update_time: 0.1425443292, other_time: 2.0977859497
epoch time: 10.3280258179s, input_fired_time: 0.1014927700, output_fired_time: 0.0000000000, propagate_forward_time: 9.8500423431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764905930
validation[          , genome  6154] predictions:    9686/  10000 (96.86%), best:    9706/10000 (97.06%), error:      1019.07495, best error:       986.01501 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 128.3742523193s, input_fired_time: 0.9057701826, output_fired_time: 0.7277668118, propagate_forward_time: 49.1860008240, propagate_backward_time: 75.4626007080, weight_update_time: 0.1421163976, other_time: 2.0921173096
epoch time: 10.3085861206s, input_fired_time: 0.1010674313, output_fired_time: 0.0000000000, propagate_forward_time: 9.8326721191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748464584
validation[          , genome  6154] predictions:    9652/  10000 (96.52%), best:    9706/10000 (97.06%), error:      1102.15723, best error:       986.01501 on epoch:    13, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 128.3721313477s, input_fired_time: 0.9059833288, output_fired_time: 0.7282049060, propagate_forward_time: 49.1121292114, propagate_backward_time: 75.5101013184, weight_update_time: 0.1428810060, other_time: 2.1157150269
epoch time: 10.4229850769s, input_fired_time: 0.1030891463, output_fired_time: 0.0000000000, propagate_forward_time: 9.9429397583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769559860
validation[          , genome  6154] predictions:    9691/  10000 (96.91%), best:    9706/10000 (97.06%), error:      1035.03979, best error:       986.01501 on epoch:    13, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 128.2764282227s, input_fired_time: 0.9036599994, output_fired_time: 0.7279846668, propagate_forward_time: 49.1692123413, propagate_backward_time: 75.3670120239, weight_update_time: 0.1414015293, other_time: 2.1085586548
epoch time: 10.2250499725s, input_fired_time: 0.1013730690, output_fired_time: 0.0000000000, propagate_forward_time: 9.7478981018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757791519
validation[          , genome  6154] predictions:    9641/  10000 (96.41%), best:    9706/10000 (97.06%), error:      1231.11072, best error:       986.01501 on epoch:    13, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 128.5310668945s, input_fired_time: 0.9088813066, output_fired_time: 0.7295165062, propagate_forward_time: 49.1846847534, propagate_backward_time: 75.6086807251, weight_update_time: 0.1419321895, other_time: 2.0993041992
epoch time: 10.3094406128s, input_fired_time: 0.1017255485, output_fired_time: 0.0000000000, propagate_forward_time: 9.8338022232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739128113
validation[          , genome  6154] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       972.57166, best error:       972.57166 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 128.3187561035s, input_fired_time: 0.9072835445, output_fired_time: 0.7255021334, propagate_forward_time: 49.1067161560, propagate_backward_time: 75.4809570312, weight_update_time: 0.1424586475, other_time: 2.0982971191
epoch time: 10.2988739014s, input_fired_time: 0.1010785550, output_fired_time: 0.0000000000, propagate_forward_time: 9.8227882385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750066757
validation[          , genome  6154] predictions:    9707/  10000 (97.07%), best:    9724/10000 (97.24%), error:      1025.55090, best error:       972.57166 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 128.3002166748s, input_fired_time: 0.9071610570, output_fired_time: 0.7277628183, propagate_forward_time: 49.0705070496, propagate_backward_time: 75.5011215210, weight_update_time: 0.1421971768, other_time: 2.0936660767
epoch time: 10.2958745956s, input_fired_time: 0.1006588116, output_fired_time: 0.0000000000, propagate_forward_time: 9.8210334778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741827011
validation[          , genome  6154] predictions:    9670/  10000 (96.70%), best:    9724/10000 (97.24%), error:      1062.23193, best error:       972.57166 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 127.7716140747s, input_fired_time: 0.9043353796, output_fired_time: 0.7250676751, propagate_forward_time: 48.8409652710, propagate_backward_time: 75.2016983032, weight_update_time: 0.1416233629, other_time: 2.0995483398
epoch time: 10.1965398788s, input_fired_time: 0.1016528904, output_fired_time: 0.0000000000, propagate_forward_time: 9.7199277878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749589920
validation[          , genome  6154] predictions:    9692/  10000 (96.92%), best:    9724/10000 (97.24%), error:      1043.05676, best error:       972.57166 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 128.1059722900s, input_fired_time: 0.9047814012, output_fired_time: 0.7323538661, propagate_forward_time: 48.9869461060, propagate_backward_time: 75.3713073730, weight_update_time: 0.1415556818, other_time: 2.1105804443
epoch time: 10.4331121445s, input_fired_time: 0.1034558564, output_fired_time: 0.0000000000, propagate_forward_time: 9.8930759430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365806580
validation[          , genome  6154] predictions:    9679/  10000 (96.79%), best:    9724/10000 (97.24%), error:      1068.98596, best error:       972.57166 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 131.8461761475s, input_fired_time: 0.9364989400, output_fired_time: 0.8029967546, propagate_forward_time: 49.5118598938, propagate_backward_time: 78.1952209473, weight_update_time: 0.1510592401, other_time: 2.3996124268
epoch time: 10.3524427414s, input_fired_time: 0.1024009660, output_fired_time: 0.0000000000, propagate_forward_time: 9.8768024445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732395172
validation[          , genome  6154] predictions:    9645/  10000 (96.45%), best:    9724/10000 (97.24%), error:      1129.88538, best error:       972.57166 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 128.7135620117s, input_fired_time: 0.9097182751, output_fired_time: 0.7268186212, propagate_forward_time: 49.3568305969, propagate_backward_time: 75.6245269775, weight_update_time: 0.1422402263, other_time: 2.0956573486
epoch time: 10.3308010101s, input_fired_time: 0.1024004593, output_fired_time: 0.0000000000, propagate_forward_time: 9.8524456024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759546280
validation[          , genome  6154] predictions:    9675/  10000 (96.75%), best:    9724/10000 (97.24%), error:      1034.57092, best error:       972.57166 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 128.4364776611s, input_fired_time: 0.9092715383, output_fired_time: 0.7279907465, propagate_forward_time: 49.1972808838, propagate_backward_time: 75.5107116699, weight_update_time: 0.1420609802, other_time: 2.0912246704
epoch time: 10.2888345718s, input_fired_time: 0.1014698967, output_fired_time: 0.0000000000, propagate_forward_time: 9.8148202896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725442886
validation[          , genome  6154] predictions:    9705/  10000 (97.05%), best:    9724/10000 (97.24%), error:       994.60425, best error:       972.57166 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 128.1551055908s, input_fired_time: 0.9113189578, output_fired_time: 0.7305716276, propagate_forward_time: 49.0669517517, propagate_backward_time: 75.3479461670, weight_update_time: 0.1427779943, other_time: 2.0983276367
epoch time: 10.3077907562s, input_fired_time: 0.1026186571, output_fired_time: 0.0000000000, propagate_forward_time: 9.8316583633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735141754
validation[          , genome  6154] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       947.29395, best error:       947.29395 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 128.1270599365s, input_fired_time: 0.9100076556, output_fired_time: 0.7299275398, propagate_forward_time: 49.0622024536, propagate_backward_time: 75.3331146240, weight_update_time: 0.1420644224, other_time: 2.0918045044
epoch time: 10.2916440964s, input_fired_time: 0.1030463576, output_fired_time: 0.0000000000, propagate_forward_time: 9.8140869141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745107651
validation[          , genome  6154] predictions:    9702/  10000 (97.02%), best:    9710/10000 (97.10%), error:       982.00720, best error:       947.29395 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 128.4619140625s, input_fired_time: 0.9125456214, output_fired_time: 0.7292604446, propagate_forward_time: 49.2093276978, propagate_backward_time: 75.5173645020, weight_update_time: 0.1423801333, other_time: 2.0934143066
epoch time: 10.3467969894s, input_fired_time: 0.1032231823, output_fired_time: 0.0000000000, propagate_forward_time: 9.8701381683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734359741
validation[          , genome  6154] predictions:    9704/  10000 (97.04%), best:    9710/10000 (97.10%), error:       999.09839, best error:       947.29395 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 128.2156982422s, input_fired_time: 0.9085660577, output_fired_time: 0.7300366163, propagate_forward_time: 49.1060485840, propagate_backward_time: 75.3685150146, weight_update_time: 0.1420454830, other_time: 2.1025314331
epoch time: 10.1995353699s, input_fired_time: 0.1019800976, output_fired_time: 0.0000000000, propagate_forward_time: 9.7238130569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737421036
validation[          , genome  6154] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       902.28516, best error:       902.28516 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 128.4360809326s, input_fired_time: 0.9359217286, output_fired_time: 0.7446965575, propagate_forward_time: 48.9901161194, propagate_backward_time: 75.6293487549, weight_update_time: 0.1431007683, other_time: 2.1360015869
epoch time: 10.3399305344s, input_fired_time: 0.1034603640, output_fired_time: 0.0000000000, propagate_forward_time: 9.8623361588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741340637
validation[          , genome  6154] predictions:    9718/  10000 (97.18%), best:    9737/10000 (97.37%), error:       941.70343, best error:       902.28516 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 127.5439834595s, input_fired_time: 0.9037076831, output_fired_time: 0.7158260942, propagate_forward_time: 48.9341926575, propagate_backward_time: 74.8983764648, weight_update_time: 0.1414541453, other_time: 2.0918731689
epoch time: 10.3391113281s, input_fired_time: 0.1019107401, output_fired_time: 0.0000000000, propagate_forward_time: 9.8626518250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745489120
validation[          , genome  6154] predictions:    9686/  10000 (96.86%), best:    9737/10000 (97.37%), error:      1139.78174, best error:       902.28516 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 128.9729309082s, input_fired_time: 0.9188369513, output_fired_time: 0.7375909090, propagate_forward_time: 49.2969284058, propagate_backward_time: 75.8855590820, weight_update_time: 0.1435405612, other_time: 2.1340103149
epoch time: 10.3520755768s, input_fired_time: 0.1031570286, output_fired_time: 0.0000000000, propagate_forward_time: 9.8750524521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738660812
validation[          , genome  6154] predictions:    9690/  10000 (96.90%), best:    9737/10000 (97.37%), error:       993.52411, best error:       902.28516 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 128.7955474854s, input_fired_time: 0.9151306748, output_fired_time: 0.7295189500, propagate_forward_time: 49.3343086243, propagate_backward_time: 75.7231521606, weight_update_time: 0.1425333470, other_time: 2.0934371948
epoch time: 10.3506631851s, input_fired_time: 0.1030463129, output_fired_time: 0.0000000000, propagate_forward_time: 9.8736352921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739814758
validation[          , genome  6154] predictions:    9705/  10000 (97.05%), best:    9737/10000 (97.37%), error:       968.64716, best error:       902.28516 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 129.5938873291s, input_fired_time: 0.9238072634, output_fired_time: 0.7468509078, propagate_forward_time: 49.3792152405, propagate_backward_time: 76.3793029785, weight_update_time: 0.1453828067, other_time: 2.1647033691
epoch time: 10.4406251907s, input_fired_time: 0.1037045568, output_fired_time: 0.0000000000, propagate_forward_time: 9.9620180130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749027252
validation[          , genome  6154] predictions:    9677/  10000 (96.77%), best:    9737/10000 (97.37%), error:      1071.70020, best error:       902.28516 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 128.4447479248s, input_fired_time: 0.9126314521, output_fired_time: 0.7256813645, propagate_forward_time: 49.2171134949, propagate_backward_time: 75.5006179810, weight_update_time: 0.1421331316, other_time: 2.0887069702
epoch time: 10.3052263260s, input_fired_time: 0.1028605476, output_fired_time: 0.0000000000, propagate_forward_time: 9.8283205032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740453720
validation[          , genome  6154] predictions:    9677/  10000 (96.77%), best:    9737/10000 (97.37%), error:      1077.68164, best error:       902.28516 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 129.3380737305s, input_fired_time: 0.9215107560, output_fired_time: 0.7458918095, propagate_forward_time: 49.3011741638, propagate_backward_time: 76.2142868042, weight_update_time: 0.1448152363, other_time: 2.1552047729
epoch time: 10.5061607361s, input_fired_time: 0.1041303724, output_fired_time: 0.0000000000, propagate_forward_time: 9.9806737900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213562012
validation[          , genome  6154] predictions:    9723/  10000 (97.23%), best:    9737/10000 (97.37%), error:       950.97058, best error:       902.28516 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 128.8414154053s, input_fired_time: 0.9175517559, output_fired_time: 0.7276769876, propagate_forward_time: 49.3384246826, propagate_backward_time: 75.7695007324, weight_update_time: 0.1424374580, other_time: 2.0882644653
epoch time: 10.3489418030s, input_fired_time: 0.1025616601, output_fired_time: 0.0000000000, propagate_forward_time: 9.8722038269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741760254
validation[          , genome  6154] predictions:    9696/  10000 (96.96%), best:    9737/10000 (97.37%), error:       992.11829, best error:       902.28516 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 128.8978576660s, input_fired_time: 0.9150080085, output_fired_time: 0.7273861766, propagate_forward_time: 49.4275970459, propagate_backward_time: 75.7299880981, weight_update_time: 0.1421383023, other_time: 2.0978775024
epoch time: 10.3792552948s, input_fired_time: 0.1031612083, output_fired_time: 0.0000000000, propagate_forward_time: 9.9023666382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737277985
validation[          , genome  6154] predictions:    9729/  10000 (97.29%), best:    9737/10000 (97.37%), error:       974.68414, best error:       902.28516 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 128.5522918701s, input_fired_time: 0.9132347703, output_fired_time: 0.7274569869, propagate_forward_time: 49.2714042664, propagate_backward_time: 75.5487213135, weight_update_time: 0.1420213580, other_time: 2.0914764404
epoch time: 10.2426013947s, input_fired_time: 0.1035787016, output_fired_time: 0.0000000000, propagate_forward_time: 9.7662353516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727874756
validation[          , genome  6154] predictions:    9711/  10000 (97.11%), best:    9737/10000 (97.37%), error:       938.41846, best error:       902.28516 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 127.7820129395s, input_fired_time: 0.9076729417, output_fired_time: 0.7230386138, propagate_forward_time: 48.8580055237, propagate_backward_time: 75.1939544678, weight_update_time: 0.1406332552, other_time: 2.0993347168
epoch time: 10.2020111084s, input_fired_time: 0.1029863209, output_fired_time: 0.0000000000, propagate_forward_time: 9.7254610062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735637665
validation[          , genome  6154] predictions:    9710/  10000 (97.10%), best:    9737/10000 (97.37%), error:       937.16986, best error:       902.28516 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 127.6639404297s, input_fired_time: 0.9105489850, output_fired_time: 0.7297400236, propagate_forward_time: 48.8259315491, propagate_backward_time: 75.1048431396, weight_update_time: 0.1406373233, other_time: 2.0928802490
epoch time: 10.3324394226s, input_fired_time: 0.1040969267, output_fired_time: 0.0000000000, propagate_forward_time: 9.8526868820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756551743
validation[          , genome  6154] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       860.07373, best error:       860.07373 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 128.3008117676s, input_fired_time: 0.9145109653, output_fired_time: 0.7256141305, propagate_forward_time: 49.0370330811, propagate_backward_time: 75.5230865479, weight_update_time: 0.1417265832, other_time: 2.1005630493
epoch time: 10.3820171356s, input_fired_time: 0.1042752564, output_fired_time: 0.0000000000, propagate_forward_time: 9.8914556503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862857819
validation[          , genome  6154] predictions:    9725/  10000 (97.25%), best:    9745/10000 (97.45%), error:       906.19489, best error:       860.07373 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 129.7619781494s, input_fired_time: 0.9277153015, output_fired_time: 0.7464272976, propagate_forward_time: 49.4864921570, propagate_backward_time: 76.4442749023, weight_update_time: 0.1447492689, other_time: 2.1570587158
epoch time: 10.5667257309s, input_fired_time: 0.1057158485, output_fired_time: 0.0000000000, propagate_forward_time: 10.0243015289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367084503
validation[          , genome  6154] predictions:    9727/  10000 (97.27%), best:    9745/10000 (97.45%), error:       932.74579, best error:       860.07373 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 129.4232025146s, input_fired_time: 0.9264701605, output_fired_time: 0.7374535203, propagate_forward_time: 49.4639472961, propagate_backward_time: 76.1509857178, weight_update_time: 0.1439588070, other_time: 2.1443481445
epoch time: 10.3143463135s, input_fired_time: 0.1030032039, output_fired_time: 0.0000000000, propagate_forward_time: 9.8339529037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773899078
validation[          , genome  6154] predictions:    9735/  10000 (97.35%), best:    9745/10000 (97.45%), error:       903.37701, best error:       860.07373 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 128.3822784424s, input_fired_time: 0.9115728140, output_fired_time: 0.7257581949, propagate_forward_time: 49.1464233398, propagate_backward_time: 75.5077133179, weight_update_time: 0.1413913071, other_time: 2.0908050537
epoch time: 10.2408418655s, input_fired_time: 0.1029449031, output_fired_time: 0.0000000000, propagate_forward_time: 9.7651615143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727350235
validation[          , genome  6154] predictions:    9636/  10000 (96.36%), best:    9745/10000 (97.45%), error:      1251.87842, best error:       860.07373 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 128.4622955322s, input_fired_time: 0.9148325920, output_fired_time: 0.7232286930, propagate_forward_time: 49.2798728943, propagate_backward_time: 75.4589843750, weight_update_time: 0.1413509995, other_time: 2.0853729248
epoch time: 10.3335809708s, input_fired_time: 0.1034477428, output_fired_time: 0.0000000000, propagate_forward_time: 9.8583049774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718280792
validation[          , genome  6154] predictions:    9725/  10000 (97.25%), best:    9745/10000 (97.45%), error:       937.42145, best error:       860.07373 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 128.5230255127s, input_fired_time: 0.9189230800, output_fired_time: 0.7278040648, propagate_forward_time: 49.2539520264, propagate_backward_time: 75.5353927612, weight_update_time: 0.1417693496, other_time: 2.0869522095
epoch time: 10.3386421204s, input_fired_time: 0.1030331478, output_fired_time: 0.0000000000, propagate_forward_time: 9.8621225357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734865189
validation[          , genome  6154] predictions:    9658/  10000 (96.58%), best:    9745/10000 (97.45%), error:      1164.40601, best error:       860.07373 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 128.6326141357s, input_fired_time: 0.9160004854, output_fired_time: 0.7259901166, propagate_forward_time: 49.2972297668, propagate_backward_time: 75.6013717651, weight_update_time: 0.1419472545, other_time: 2.0920181274
epoch time: 10.3396034241s, input_fired_time: 0.1034872085, output_fired_time: 0.0000000000, propagate_forward_time: 9.8619651794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741512299
validation[          , genome  6154] predictions:    9696/  10000 (96.96%), best:    9745/10000 (97.45%), error:      1041.49670, best error:       860.07373 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 127.9487152100s, input_fired_time: 0.9230933785, output_fired_time: 0.7237919569, propagate_forward_time: 49.0252532959, propagate_backward_time: 75.1937942505, weight_update_time: 0.1407436281, other_time: 2.0827789307
epoch time: 10.3323936462s, input_fired_time: 0.1042001694, output_fired_time: 0.0000000000, propagate_forward_time: 9.8586769104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695163727
validation[          , genome  6154] predictions:    9713/  10000 (97.13%), best:    9745/10000 (97.45%), error:       925.64203, best error:       860.07373 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 128.2977142334s, input_fired_time: 0.9127508402, output_fired_time: 0.7309997678, propagate_forward_time: 49.1238479614, propagate_backward_time: 75.4463729858, weight_update_time: 0.1404867619, other_time: 2.0837402344
epoch time: 10.2352733612s, input_fired_time: 0.1038116515, output_fired_time: 0.0000000000, propagate_forward_time: 9.7565031052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749589920
validation[          , genome  6154] predictions:    9739/  10000 (97.39%), best:    9745/10000 (97.45%), error:       906.02106, best error:       860.07373 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 128.0096130371s, input_fired_time: 0.9133983254, output_fired_time: 0.7249609828, propagate_forward_time: 49.0106277466, propagate_backward_time: 75.2516174316, weight_update_time: 0.1410712749, other_time: 2.1090087891
epoch time: 10.2624883652s, input_fired_time: 0.1038947850, output_fired_time: 0.0000000000, propagate_forward_time: 9.7860383987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725547791
validation[          , genome  6154] predictions:    9734/  10000 (97.34%), best:    9745/10000 (97.45%), error:       895.61688, best error:       860.07373 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 130.8905792236s, input_fired_time: 0.9366198182, output_fired_time: 0.7808408737, propagate_forward_time: 49.4727592468, propagate_backward_time: 77.3907775879, weight_update_time: 0.1479686350, other_time: 2.3095855713
epoch time: 10.2037820816s, input_fired_time: 0.1036842838, output_fired_time: 0.0000000000, propagate_forward_time: 9.7280492783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720483780
validation[          , genome  6154] predictions:    9704/  10000 (97.04%), best:    9745/10000 (97.45%), error:      1019.99103, best error:       860.07373 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 128.5347900391s, input_fired_time: 0.9171879292, output_fired_time: 0.7266237736, propagate_forward_time: 49.2211265564, propagate_backward_time: 75.5658416748, weight_update_time: 0.1419387460, other_time: 2.1040039062
epoch time: 10.2812118530s, input_fired_time: 0.1043369919, output_fired_time: 0.0000000000, propagate_forward_time: 9.8032054901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736696243
validation[          , genome  6154] predictions:    9717/  10000 (97.17%), best:    9745/10000 (97.45%), error:       973.49438, best error:       860.07373 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 128.4176025391s, input_fired_time: 0.9173196554, output_fired_time: 0.7227323651, propagate_forward_time: 49.1355056763, propagate_backward_time: 75.5437316895, weight_update_time: 0.1407837421, other_time: 2.0983123779
epoch time: 10.2453756332s, input_fired_time: 0.1050374582, output_fired_time: 0.0000000000, propagate_forward_time: 9.7682685852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720693588
validation[          , genome  6154] predictions:    9718/  10000 (97.18%), best:    9745/10000 (97.45%), error:       953.92871, best error:       860.07373 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 129.1582794189s, input_fired_time: 0.9245144129, output_fired_time: 0.7436729670, propagate_forward_time: 49.2288932800, propagate_backward_time: 76.0967941284, weight_update_time: 0.1438094676, other_time: 2.1644058228
epoch time: 10.2424526215s, input_fired_time: 0.1040026173, output_fired_time: 0.0000000000, propagate_forward_time: 9.7668819427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715677261
validation[          , genome  6154] predictions:    9751/  10000 (97.51%), best:    9745/10000 (97.45%), error:       874.91791, best error:       860.07373 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 127.5495071411s, input_fired_time: 0.9126788974, output_fired_time: 0.7218109369, propagate_forward_time: 48.8496627808, propagate_backward_time: 74.9857025146, weight_update_time: 0.1402450949, other_time: 2.0796508789
epoch time: 10.2525396347s, input_fired_time: 0.1042219475, output_fired_time: 0.0000000000, propagate_forward_time: 9.7775402069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707771301
validation[          , genome  6154] predictions:    9699/  10000 (96.99%), best:    9745/10000 (97.45%), error:       974.26471, best error:       860.07373 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 127.5681457520s, input_fired_time: 0.9147640467, output_fired_time: 0.7260199785, propagate_forward_time: 48.8208045959, propagate_backward_time: 75.0105056763, weight_update_time: 0.1409628540, other_time: 2.0960464478
epoch time: 10.2564935684s, input_fired_time: 0.1040874273, output_fired_time: 0.0000000000, propagate_forward_time: 9.7801685333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722372055
validation[          , genome  6154] predictions:    9639/  10000 (96.39%), best:    9745/10000 (97.45%), error:      1174.30188, best error:       860.07373 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 127.8540725708s, input_fired_time: 0.9152318239, output_fired_time: 0.7247857451, propagate_forward_time: 48.9044570923, propagate_backward_time: 75.2199935913, weight_update_time: 0.1407040209, other_time: 2.0896072388
epoch time: 10.5935316086s, input_fired_time: 0.1051623598, output_fired_time: 0.0000000000, propagate_forward_time: 10.0898199081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985490799
validation[          , genome  6154] predictions:    9693/  10000 (96.93%), best:    9745/10000 (97.45%), error:       982.68500, best error:       860.07373 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 127.9002456665s, input_fired_time: 0.9140800834, output_fired_time: 0.7246271968, propagate_forward_time: 48.9823341370, propagate_backward_time: 75.1941375732, weight_update_time: 0.1404965520, other_time: 2.0850677490
epoch time: 10.3200159073s, input_fired_time: 0.1040516496, output_fired_time: 0.0000000000, propagate_forward_time: 9.8430862427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728780746
validation[          , genome  6154] predictions:    9722/  10000 (97.22%), best:    9745/10000 (97.45%), error:       922.83331, best error:       860.07373 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 129.7311096191s, input_fired_time: 0.9230167866, output_fired_time: 0.7479162812, propagate_forward_time: 49.3864746094, propagate_backward_time: 76.4592590332, weight_update_time: 0.1426133364, other_time: 2.2144470215
epoch time: 10.5338697433s, input_fired_time: 0.1059828475, output_fired_time: 0.0000000000, propagate_forward_time: 9.9920234680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358634949
validation[          , genome  6154] predictions:    9680/  10000 (96.80%), best:    9745/10000 (97.45%), error:      1046.98889, best error:       860.07373 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 130.0846099854s, input_fired_time: 0.9348538518, output_fired_time: 0.7538329363, propagate_forward_time: 49.4934310913, propagate_backward_time: 76.7062530518, weight_update_time: 0.1454641670, other_time: 2.1962356567
epoch time: 10.3047714233s, input_fired_time: 0.1048590839, output_fired_time: 0.0000000000, propagate_forward_time: 9.8261108398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738012314
validation[          , genome  6154] predictions:    9687/  10000 (96.87%), best:    9745/10000 (97.45%), error:      1044.92444, best error:       860.07373 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 128.7363433838s, input_fired_time: 0.9216276407, output_fired_time: 0.7256755829, propagate_forward_time: 49.3422622681, propagate_backward_time: 75.6480331421, weight_update_time: 0.1419062167, other_time: 2.0987396240
epoch time: 10.2517366409s, input_fired_time: 0.1056372523, output_fired_time: 0.0000000000, propagate_forward_time: 9.7718172073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742818832
validation[          , genome  6154] predictions:    9702/  10000 (97.02%), best:    9745/10000 (97.45%), error:       965.91278, best error:       860.07373 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 127.7255401611s, input_fired_time: 0.9198327065, output_fired_time: 0.7258636951, propagate_forward_time: 48.9054298401, propagate_backward_time: 75.0894927979, weight_update_time: 0.1406761110, other_time: 2.0849304199
epoch time: 10.3199882507s, input_fired_time: 0.1048779860, output_fired_time: 0.0000000000, propagate_forward_time: 9.8431253433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719844818
validation[          , genome  6154] predictions:    9718/  10000 (97.18%), best:    9745/10000 (97.45%), error:       941.47772, best error:       860.07373 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 127.9577636719s, input_fired_time: 0.9228421450, output_fired_time: 0.7226801515, propagate_forward_time: 48.9656867981, propagate_backward_time: 75.2497940063, weight_update_time: 0.1408886015, other_time: 2.0967636108
epoch time: 10.4809522629s, input_fired_time: 0.1056052670, output_fired_time: 0.0000000000, propagate_forward_time: 9.9993057251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760414124
validation[          , genome  6154] predictions:    9711/  10000 (97.11%), best:    9745/10000 (97.45%), error:       946.11920, best error:       860.07373 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 128.9629364014s, input_fired_time: 0.9222413898, output_fired_time: 0.7352224588, propagate_forward_time: 49.3779640198, propagate_backward_time: 75.8147277832, weight_update_time: 0.1409050524, other_time: 2.1127777100
epoch time: 10.2456111908s, input_fired_time: 0.1049955636, output_fired_time: 0.0000000000, propagate_forward_time: 9.7668218613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737936020
validation[          , genome  6154] predictions:    9705/  10000 (97.05%), best:    9745/10000 (97.45%), error:       970.93933, best error:       860.07373 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 129.3851318359s, input_fired_time: 0.9306997061, output_fired_time: 0.7401684523, propagate_forward_time: 49.4060707092, propagate_backward_time: 76.1487045288, weight_update_time: 0.1438162476, other_time: 2.1594924927
epoch time: 10.3462867737s, input_fired_time: 0.1054561809, output_fired_time: 0.0000000000, propagate_forward_time: 9.8665437698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742866516
validation[          , genome  6154] predictions:    9704/  10000 (97.04%), best:    9745/10000 (97.45%), error:      1006.42969, best error:       860.07373 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 129.8920745850s, input_fired_time: 0.9437730312, output_fired_time: 0.7639437318, propagate_forward_time: 49.2544555664, propagate_backward_time: 76.6867752075, weight_update_time: 0.1460149735, other_time: 2.2431259155
epoch time: 10.4163713455s, input_fired_time: 0.1052464545, output_fired_time: 0.0000000000, propagate_forward_time: 9.8773002625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338245392
validation[          , genome  6154] predictions:    9686/  10000 (96.86%), best:    9745/10000 (97.45%), error:      1036.55444, best error:       860.07373 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 128.3341979980s, input_fired_time: 0.9233825803, output_fired_time: 0.7372677922, propagate_forward_time: 49.0165977478, propagate_backward_time: 75.5132980347, weight_update_time: 0.1424232572, other_time: 2.1436538696
epoch time: 10.7359733582s, input_fired_time: 0.1058003008, output_fired_time: 0.0000000000, propagate_forward_time: 10.1859350204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442377090
validation[          , genome  6154] predictions:    9736/  10000 (97.36%), best:    9745/10000 (97.45%), error:       909.85791, best error:       860.07373 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 128.2000579834s, input_fired_time: 0.9183887243, output_fired_time: 0.7214359045, propagate_forward_time: 49.0832214355, propagate_backward_time: 75.3848495483, weight_update_time: 0.1406404376, other_time: 2.0921630859
epoch time: 10.2927694321s, input_fired_time: 0.1049413756, output_fired_time: 0.0000000000, propagate_forward_time: 9.8155145645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723134995
validation[          , genome  6154] predictions:    9723/  10000 (97.23%), best:    9745/10000 (97.45%), error:       936.86932, best error:       860.07373 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 128.5503082275s, input_fired_time: 0.9433235526, output_fired_time: 0.7262369990, propagate_forward_time: 49.2142562866, propagate_backward_time: 75.5715255737, weight_update_time: 0.1417094171, other_time: 2.0949707031
epoch time: 10.3457450867s, input_fired_time: 0.1056797802, output_fired_time: 0.0000000000, propagate_forward_time: 9.8672761917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727893829
validation[          , genome  6154] predictions:    9728/  10000 (97.28%), best:    9745/10000 (97.45%), error:       909.08850, best error:       860.07373 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 128.6441192627s, input_fired_time: 0.9260218143, output_fired_time: 0.7267519832, propagate_forward_time: 49.3045539856, propagate_backward_time: 75.6009445190, weight_update_time: 0.1419744194, other_time: 2.0858383179
epoch time: 10.3370132446s, input_fired_time: 0.1060002819, output_fired_time: 0.0000000000, propagate_forward_time: 9.8541879654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768253326
validation[          , genome  6154] predictions:    9739/  10000 (97.39%), best:    9745/10000 (97.45%), error:       866.18115, best error:       860.07373 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 128.5771636963s, input_fired_time: 0.9259573817, output_fired_time: 0.7256094813, propagate_forward_time: 49.2535591125, propagate_backward_time: 75.5800476074, weight_update_time: 0.1426468939, other_time: 2.0919952393
epoch time: 10.3285903931s, input_fired_time: 0.1059295237, output_fired_time: 0.0000000000, propagate_forward_time: 9.8498935699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727674484
validation[          , genome  6154] predictions:    9719/  10000 (97.19%), best:    9745/10000 (97.45%), error:       964.96802, best error:       860.07373 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 128.5344543457s, input_fired_time: 0.9266278744, output_fired_time: 0.7257568240, propagate_forward_time: 49.2419319153, propagate_backward_time: 75.5540313721, weight_update_time: 0.1414451450, other_time: 2.0861053467
epoch time: 10.3474388123s, input_fired_time: 0.1056779921, output_fired_time: 0.0000000000, propagate_forward_time: 9.8696784973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720827103
validation[          , genome  6154] predictions:    9633/  10000 (96.33%), best:    9745/10000 (97.45%), error:      1260.47021, best error:       860.07373 on epoch:    52, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 128.4911956787s, input_fired_time: 0.9270219207, output_fired_time: 0.7251092792, propagate_forward_time: 49.2538719177, propagate_backward_time: 75.4778823853, weight_update_time: 0.1414846629, other_time: 2.1073074341
epoch time: 10.2081050873s, input_fired_time: 0.1054216400, output_fired_time: 0.0000000000, propagate_forward_time: 9.7293529510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733301163
validation[          , genome  6154] predictions:    9703/  10000 (97.03%), best:    9745/10000 (97.45%), error:       927.76208, best error:       860.07373 on epoch:    52, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 127.1643905640s, input_fired_time: 0.9200835824, output_fired_time: 0.7259878516, propagate_forward_time: 48.6153182983, propagate_backward_time: 74.8199920654, weight_update_time: 0.1402428150, other_time: 2.0830078125
epoch time: 10.2024765015s, input_fired_time: 0.1053132936, output_fired_time: 0.0000000000, propagate_forward_time: 9.7254295349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717336655
validation[          , genome  6154] predictions:    9718/  10000 (97.18%), best:    9745/10000 (97.45%), error:       917.62396, best error:       860.07373 on epoch:    52, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 128.7629394531s, input_fired_time: 0.9332945347, output_fired_time: 0.7264599204, propagate_forward_time: 49.4107704163, propagate_backward_time: 75.5785827637, weight_update_time: 0.1417037547, other_time: 2.1138305664
epoch time: 10.3388299942s, input_fired_time: 0.1061265096, output_fired_time: 0.0000000000, propagate_forward_time: 9.8600292206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726739883
validation[          , genome  6154] predictions:    9716/  10000 (97.16%), best:    9745/10000 (97.45%), error:       965.22412, best error:       860.07373 on epoch:    52, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 128.5433502197s, input_fired_time: 0.9284357429, output_fired_time: 0.7262760997, propagate_forward_time: 49.2172126770, propagate_backward_time: 75.5836029053, weight_update_time: 0.1416742951, other_time: 2.0878295898
epoch time: 10.5340795517s, input_fired_time: 0.1223876998, output_fired_time: 0.0000000000, propagate_forward_time: 10.0361633301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755283356
validation[          , genome  6154] predictions:    9718/  10000 (97.18%), best:    9745/10000 (97.45%), error:       939.98633, best error:       860.07373 on epoch:    52, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 128.1244201660s, input_fired_time: 0.9271035194, output_fired_time: 0.7284112573, propagate_forward_time: 49.0446052551, propagate_backward_time: 75.3321762085, weight_update_time: 0.1417874694, other_time: 2.0921249390
epoch time: 10.3360137939s, input_fired_time: 0.1062138602, output_fired_time: 0.0000000000, propagate_forward_time: 9.8571529388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726472855
validation[          , genome  6154] predictions:    9738/  10000 (97.38%), best:    9745/10000 (97.45%), error:       888.47760, best error:       860.07373 on epoch:    52, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 128.5601806641s, input_fired_time: 0.9291297197, output_fired_time: 0.7330966592, propagate_forward_time: 49.1289291382, propagate_backward_time: 75.6533508301, weight_update_time: 0.1413568258, other_time: 2.1156768799
epoch time: 10.5394124985s, input_fired_time: 0.1066303849, output_fired_time: 0.0000000000, propagate_forward_time: 10.0569915771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757905960
validation[          , genome  6154] predictions:    9719/  10000 (97.19%), best:    9745/10000 (97.45%), error:       972.15942, best error:       860.07373 on epoch:    52, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 129.5145568848s, input_fired_time: 0.9443426132, output_fired_time: 0.7449749112, propagate_forward_time: 49.4041213989, propagate_backward_time: 76.2522964478, weight_update_time: 0.1440195888, other_time: 2.1688308716
epoch time: 10.3005495071s, input_fired_time: 0.1054398939, output_fired_time: 0.0000000000, propagate_forward_time: 9.8228645325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722448349
validation[          , genome  6154] predictions:    9705/  10000 (97.05%), best:    9745/10000 (97.45%), error:       948.00739, best error:       860.07373 on epoch:    52, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 128.1033020020s, input_fired_time: 0.9282589555, output_fired_time: 0.7280490994, propagate_forward_time: 49.0539474487, propagate_backward_time: 75.3102111816, weight_update_time: 0.1416841447, other_time: 2.0828323364
epoch time: 10.3010425568s, input_fired_time: 0.1059866771, output_fired_time: 0.0000000000, propagate_forward_time: 9.8225698471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724861145
validation[          , genome  6154] predictions:    9701/  10000 (97.01%), best:    9745/10000 (97.45%), error:       934.41254, best error:       860.07373 on epoch:    52, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 128.4053955078s, input_fired_time: 0.9274513125, output_fired_time: 0.7240077257, propagate_forward_time: 49.2198028564, propagate_backward_time: 75.4474639893, weight_update_time: 0.1420142502, other_time: 2.0866699219
epoch time: 10.3562231064s, input_fired_time: 0.1071078405, output_fired_time: 0.0000000000, propagate_forward_time: 9.8760366440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730783463
validation[          , genome  6154] predictions:    9713/  10000 (97.13%), best:    9745/10000 (97.45%), error:       971.22937, best error:       860.07373 on epoch:    52, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 129.3588867188s, input_fired_time: 0.9349356890, output_fired_time: 0.7410486341, propagate_forward_time: 49.4147491455, propagate_backward_time: 76.1255111694, weight_update_time: 0.1441974789, other_time: 2.1426391602
epoch time: 10.5523748398s, input_fired_time: 0.1073642895, output_fired_time: 0.0000000000, propagate_forward_time: 10.0088472366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361629486
validation[          , genome  6154] predictions:    9706/  10000 (97.06%), best:    9745/10000 (97.45%), error:       954.09998, best error:       860.07373 on epoch:    52, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 131.6673431396s, input_fired_time: 0.9510682821, output_fired_time: 0.7742875218, propagate_forward_time: 49.8255119324, propagate_backward_time: 77.8331604004, weight_update_time: 0.1490191966, other_time: 2.2833099365
epoch time: 10.3376350403s, input_fired_time: 0.1070599854, output_fired_time: 0.0000000000, propagate_forward_time: 9.8574628830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731117249
validation[          , genome  6154] predictions:    9659/  10000 (96.59%), best:    9745/10000 (97.45%), error:      1154.83752, best error:       860.07373 on epoch:    52, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 128.4418640137s, input_fired_time: 0.9293828607, output_fired_time: 0.7241953611, propagate_forward_time: 49.2361679077, propagate_backward_time: 75.4596786499, weight_update_time: 0.1421329528, other_time: 2.0924377441
epoch time: 10.3021793365s, input_fired_time: 0.1062649861, output_fired_time: 0.0000000000, propagate_forward_time: 9.8234491348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724651337
validation[          , genome  6154] predictions:    9704/  10000 (97.04%), best:    9745/10000 (97.45%), error:       981.61450, best error:       860.07373 on epoch:    52, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 128.2334747314s, input_fired_time: 0.9312947392, output_fired_time: 0.7287093997, propagate_forward_time: 49.1088180542, propagate_backward_time: 75.3812255859, weight_update_time: 0.1418966353, other_time: 2.0834274292
epoch time: 10.3392868042s, input_fired_time: 0.1068326533, output_fired_time: 0.0000000000, propagate_forward_time: 9.8587751389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736791611
validation[          , genome  6154] predictions:    9702/  10000 (97.02%), best:    9745/10000 (97.45%), error:       932.29907, best error:       860.07373 on epoch:    52, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 132.4270172119s, input_fired_time: 0.9593232870, output_fired_time: 0.7860536575, propagate_forward_time: 49.9441070557, propagate_backward_time: 78.4075546265, weight_update_time: 0.1501226872, other_time: 2.3299789429
epoch time: 10.5137166977s, input_fired_time: 0.1071494669, output_fired_time: 0.0000000000, propagate_forward_time: 9.9836454391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229221344
validation[          , genome  6154] predictions:    9697/  10000 (96.97%), best:    9745/10000 (97.45%), error:       991.87512, best error:       860.07373 on epoch:    52, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 128.5126190186s, input_fired_time: 0.9323206544, output_fired_time: 0.7259863019, propagate_forward_time: 49.2427673340, propagate_backward_time: 75.5198593140, weight_update_time: 0.1421504766, other_time: 2.0916900635
epoch time: 10.3286304474s, input_fired_time: 0.1066633463, output_fired_time: 0.0000000000, propagate_forward_time: 9.8475875854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743791580
validation[          , genome  6154] predictions:    9723/  10000 (97.23%), best:    9745/10000 (97.45%), error:       922.53351, best error:       860.07373 on epoch:    52, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 128.5112152100s, input_fired_time: 0.9322977662, output_fired_time: 0.7268388867, propagate_forward_time: 49.2157440186, propagate_backward_time: 75.5401992798, weight_update_time: 0.1417086869, other_time: 2.0961380005
epoch time: 10.2474393845s, input_fired_time: 0.1061483994, output_fired_time: 0.0000000000, propagate_forward_time: 9.7669334412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743572235
validation[          , genome  6154] predictions:    9692/  10000 (96.92%), best:    9745/10000 (97.45%), error:      1099.40906, best error:       860.07373 on epoch:    52, 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: 52.1055374146s, input_fired_time: 0.5287548900, output_fired_time: 0.0000000000, propagate_forward_time: 49.5582618713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0185203552
best training[          , genome  6154] predictions:   49374/  50000 (98.75%), best:    9745/10000 (97.45%), error:      2292.15674, best error:       860.07373 on epoch:    52, 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: 10.2064886093s, input_fired_time: 0.1022082716, output_fired_time: 0.0000000000, propagate_forward_time: 9.7325696945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717107773
   testing[          , genome  6154] predictions:    9771/  10000 (97.71%), best:    9745/10000 (97.45%), error:       754.09595, best error:       860.07373 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:12:31 (21965): called boinc_finish(0)

</stderr_txt>
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