Nameexact_genome_1518178202_46_18370_1
Workunit2992393
Created9 Feb 2018, 17:54:08 UTC
Sent9 Feb 2018, 18:19:56 UTC
Report deadline11 Apr 2018, 5:51:47 UTC
Received11 Feb 2018, 16:52:29 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time1 days 15 hours 6 min 17 sec
CPU time1 days 14 hours 25 min 18 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size182.64 MB
Peak swap size185.99 MB
Peak disk usage8.40 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
_time: 2.7439651489
validation[          , genome 18370] predictions:    9839/  10000 (98.39%), best:    9881/10000 (98.81%), error:       501.45200, best error:       403.10434 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1346.0374755859s, input_fired_time: 15.2672500610, output_fired_time: 13.9035463333, propagate_forward_time: 513.4132080078, propagate_backward_time: 787.8798217773, weight_update_time: 1.1371246576, other_time: 15.5736694336
epoch time: 113.2177200317s, input_fired_time: 2.0648369789, output_fired_time: 0.0000000000, propagate_forward_time: 106.1835632324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.9693222046
validation[          , genome 18370] predictions:    9801/  10000 (98.01%), best:    9881/10000 (98.81%), error:       615.68860, best error:       403.10434 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1350.5677490234s, input_fired_time: 15.3950576782, output_fired_time: 15.1899118423, propagate_forward_time: 519.3854980469, propagate_backward_time: 784.9412841797, weight_update_time: 1.1463375092, other_time: 15.6560058594
epoch time: 105.6245193481s, input_fired_time: 1.8931781054, output_fired_time: 0.0000000000, propagate_forward_time: 99.9588394165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7724990845
validation[          , genome 18370] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       394.81436, best error:       394.81436 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1341.3398437500s, input_fired_time: 15.2206907272, output_fired_time: 14.9443531036, propagate_forward_time: 504.8031311035, propagate_backward_time: 789.7128906250, weight_update_time: 1.1422712803, other_time: 16.6588134766
epoch time: 104.6938247681s, input_fired_time: 1.8813346624, output_fired_time: 0.0000000000, propagate_forward_time: 100.0328140259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7796783447
validation[          , genome 18370] predictions:    9818/  10000 (98.18%), best:    9881/10000 (98.81%), error:       558.34680, best error:       394.81436 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1354.4666748047s, input_fired_time: 15.3812561035, output_fired_time: 14.2548313141, propagate_forward_time: 515.0901489258, propagate_backward_time: 793.0713500977, weight_update_time: 1.1429774761, other_time: 16.6690673828
epoch time: 117.3221359253s, input_fired_time: 2.0496428013, output_fired_time: 0.0000000000, propagate_forward_time: 112.1808853149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0916061401
validation[          , genome 18370] predictions:    9850/  10000 (98.50%), best:    9881/10000 (98.81%), error:       450.09201, best error:       394.81436 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1356.1423339844s, input_fired_time: 15.3357734680, output_fired_time: 14.1332807541, propagate_forward_time: 509.8443298340, propagate_backward_time: 799.0881958008, weight_update_time: 1.1605010033, other_time: 17.7406616211
epoch time: 108.7286834717s, input_fired_time: 1.9580045938, output_fired_time: 0.0000000000, propagate_forward_time: 103.9233551025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8473205566
validation[          , genome 18370] predictions:    9832/  10000 (98.32%), best:    9881/10000 (98.81%), error:       550.89386, best error:       394.81436 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1368.6651611328s, input_fired_time: 17.6198616028, output_fired_time: 14.1619100571, propagate_forward_time: 515.1121215820, propagate_backward_time: 803.0451660156, weight_update_time: 1.1441601515, other_time: 18.7261352539
epoch time: 104.5857391357s, input_fired_time: 1.8974936008, output_fired_time: 0.0000000000, propagate_forward_time: 99.9050979614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7831497192
validation[          , genome 18370] predictions:    9870/  10000 (98.70%), best:    9881/10000 (98.81%), error:       411.20267, best error:       394.81436 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1324.0662841797s, input_fired_time: 16.1167240143, output_fired_time: 13.8036355972, propagate_forward_time: 508.2744140625, propagate_backward_time: 770.5578613281, weight_update_time: 1.1220774651, other_time: 15.3137207031
epoch time: 109.2379837036s, input_fired_time: 1.9637614489, output_fired_time: 0.0000000000, propagate_forward_time: 104.4209289551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8532943726
validation[          , genome 18370] predictions:    9877/  10000 (98.77%), best:    9881/10000 (98.81%), error:       405.98093, best error:       394.81436 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1370.0059814453s, input_fired_time: 15.7396249771, output_fired_time: 15.3492364883, propagate_forward_time: 515.6964721680, propagate_backward_time: 806.4790039063, weight_update_time: 1.1544070244, other_time: 16.7416381836
epoch time: 103.9973678589s, input_fired_time: 1.8903074265, output_fired_time: 0.0000000000, propagate_forward_time: 99.3566284180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7504348755
validation[          , genome 18370] predictions:    9873/  10000 (98.73%), best:    9881/10000 (98.81%), error:       436.03458, best error:       394.81436 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1340.2064208984s, input_fired_time: 17.1871032715, output_fired_time: 14.9660272598, propagate_forward_time: 511.3458251953, propagate_backward_time: 781.2084960938, weight_update_time: 1.1311557293, other_time: 15.4989013672
epoch time: 104.0146102905s, input_fired_time: 1.8893789053, output_fired_time: 0.0000000000, propagate_forward_time: 99.3577117920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7675170898
validation[          , genome 18370] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       375.11087, best error:       375.11087 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1333.3525390625s, input_fired_time: 16.1011371613, output_fired_time: 14.8462114334, propagate_forward_time: 499.8012390137, propagate_backward_time: 786.2915649414, weight_update_time: 1.1234292984, other_time: 16.3123168945
epoch time: 104.3095321655s, input_fired_time: 1.8892613649, output_fired_time: 0.0000000000, propagate_forward_time: 99.6661605835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7541122437
validation[          , genome 18370] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       369.96735, best error:       369.96735 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1339.2575683594s, input_fired_time: 17.3577690125, output_fired_time: 15.8141803741, propagate_forward_time: 506.3989868164, propagate_backward_time: 784.0486450195, weight_update_time: 1.1353429556, other_time: 15.6379394531
epoch time: 104.6549072266s, input_fired_time: 1.9017972946, output_fired_time: 0.0000000000, propagate_forward_time: 99.9893035889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7638092041
validation[          , genome 18370] predictions:    9809/  10000 (98.09%), best:    9885/10000 (98.85%), error:       642.68512, best error:       369.96735 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1358.1422119141s, input_fired_time: 16.5016479492, output_fired_time: 15.2137517929, propagate_forward_time: 511.4169006348, propagate_backward_time: 799.4455566406, weight_update_time: 1.1385177374, other_time: 15.5644531250
epoch time: 103.9277420044s, input_fired_time: 1.8783185482, output_fired_time: 0.0000000000, propagate_forward_time: 98.2364349365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8129882813
validation[          , genome 18370] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       363.22781, best error:       363.22781 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1334.8405761719s, input_fired_time: 15.1812877655, output_fired_time: 13.8800830841, propagate_forward_time: 500.6030883789, propagate_backward_time: 789.7778930664, weight_update_time: 1.1373792887, other_time: 15.3981933594
epoch time: 108.7796249390s, input_fired_time: 1.9939488173, output_fired_time: 0.0000000000, propagate_forward_time: 103.9575119019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8281631470
validation[          , genome 18370] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       353.86908, best error:       353.86908 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1334.5694580078s, input_fired_time: 16.7657165527, output_fired_time: 13.8542728424, propagate_forward_time: 504.2842407227, propagate_backward_time: 782.1965332031, weight_update_time: 1.1323946714, other_time: 17.4686889648
epoch time: 107.5158309937s, input_fired_time: 1.9277807474, output_fired_time: 0.0000000000, propagate_forward_time: 102.7726287842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8154220581
validation[          , genome 18370] predictions:    9885/  10000 (98.85%), best:    9894/10000 (98.94%), error:       401.37378, best error:       353.86908 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1357.7166748047s, input_fired_time: 15.5314817429, output_fired_time: 15.1302251816, propagate_forward_time: 513.2009277344, propagate_backward_time: 796.1588134766, weight_update_time: 1.1545722485, other_time: 17.6951904297
epoch time: 108.5037994385s, input_fired_time: 2.9882075787, output_fired_time: 0.0000000000, propagate_forward_time: 101.5926055908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9229888916
validation[          , genome 18370] predictions:    9880/  10000 (98.80%), best:    9894/10000 (98.94%), error:       388.84964, best error:       353.86908 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1326.2584228516s, input_fired_time: 18.1913661957, output_fired_time: 14.7889556885, propagate_forward_time: 506.8321838379, propagate_backward_time: 771.0789184570, weight_update_time: 1.1269850731, other_time: 15.3670043945
epoch time: 108.6668701172s, input_fired_time: 1.9720761776, output_fired_time: 0.0000000000, propagate_forward_time: 103.7821655273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9126281738
validation[          , genome 18370] predictions:    9877/  10000 (98.77%), best:    9894/10000 (98.94%), error:       363.80795, best error:       353.86908 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1347.6170654297s, input_fired_time: 17.2592639923, output_fired_time: 14.0231904984, propagate_forward_time: 505.2026977539, propagate_backward_time: 794.6422119141, weight_update_time: 2.0939960480, other_time: 16.4896850586
epoch time: 113.4424667358s, input_fired_time: 2.0864212513, output_fired_time: 0.0000000000, propagate_forward_time: 108.3732833862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9827651978
validation[          , genome 18370] predictions:    9875/  10000 (98.75%), best:    9894/10000 (98.94%), error:       355.31226, best error:       353.86908 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1329.0991210938s, input_fired_time: 15.1768369675, output_fired_time: 15.0042047501, propagate_forward_time: 503.4074096680, propagate_backward_time: 780.0141601563, weight_update_time: 1.1376616955, other_time: 15.4965209961
epoch time: 104.1714935303s, input_fired_time: 1.9021532536, output_fired_time: 0.0000000000, propagate_forward_time: 98.5325775146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7367630005
validation[          , genome 18370] predictions:    9859/  10000 (98.59%), best:    9894/10000 (98.94%), error:       419.17599, best error:       353.86908 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1358.0527343750s, input_fired_time: 16.4086074829, output_fired_time: 17.2572116852, propagate_forward_time: 505.0811157227, propagate_backward_time: 803.5416259766, weight_update_time: 1.1553727388, other_time: 15.7642211914
epoch time: 109.4564285278s, input_fired_time: 1.9959990978, output_fired_time: 0.0000000000, propagate_forward_time: 104.5328140259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9276123047
validation[          , genome 18370] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       341.90701, best error:       341.90701 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1355.7775878906s, input_fired_time: 15.4988889694, output_fired_time: 15.1639070511, propagate_forward_time: 505.2523193359, propagate_backward_time: 804.2516479492, weight_update_time: 1.1407310963, other_time: 15.6107788086
epoch time: 107.2543792725s, input_fired_time: 1.9617427588, output_fired_time: 0.0000000000, propagate_forward_time: 102.4165191650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8761138916
validation[          , genome 18370] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       338.79202, best error:       338.79202 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1361.5739746094s, input_fired_time: 16.4518909454, output_fired_time: 14.0040264130, propagate_forward_time: 505.5881347656, propagate_backward_time: 808.4680786133, weight_update_time: 1.4415345192, other_time: 17.0618286133
epoch time: 104.6121978760s, input_fired_time: 1.9196521044, output_fired_time: 0.0000000000, propagate_forward_time: 98.8704605103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8220825195
validation[          , genome 18370] predictions:    9882/  10000 (98.82%), best:    9901/10000 (99.01%), error:       354.01694, best error:       338.79202 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1325.4807128906s, input_fired_time: 16.1838512421, output_fired_time: 14.4693517685, propagate_forward_time: 502.0673522949, propagate_backward_time: 776.2557373047, weight_update_time: 1.1324625015, other_time: 16.5043945313
epoch time: 105.3624801636s, input_fired_time: 1.9067276716, output_fired_time: 0.0000000000, propagate_forward_time: 100.6210174561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8347320557
validation[          , genome 18370] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       322.27570, best error:       322.27570 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1344.0570068359s, input_fired_time: 16.2564849854, output_fired_time: 13.9845485687, propagate_forward_time: 504.3146972656, propagate_backward_time: 791.8385620117, weight_update_time: 1.1483246088, other_time: 17.6627807617
epoch time: 113.1270065308s, input_fired_time: 2.0128366947, output_fired_time: 0.0000000000, propagate_forward_time: 108.1420135498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9721527100
validation[          , genome 18370] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       295.21445, best error:       295.21445 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1340.9235839844s, input_fired_time: 16.3449249268, output_fired_time: 15.9273309708, propagate_forward_time: 502.9580993652, propagate_backward_time: 788.0540161133, weight_update_time: 1.1376166344, other_time: 17.6390991211
epoch time: 104.2735214233s, input_fired_time: 1.8980470896, output_fired_time: 0.0000000000, propagate_forward_time: 99.6068267822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7686462402
validation[          , genome 18370] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       341.64182, best error:       295.21445 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1378.3646240234s, input_fired_time: 18.7167930603, output_fired_time: 14.3908681870, propagate_forward_time: 520.8375244141, propagate_backward_time: 808.5192260742, weight_update_time: 1.1796065569, other_time: 15.9002075195
epoch time: 112.5082397461s, input_fired_time: 2.0419249535, output_fired_time: 0.0000000000, propagate_forward_time: 107.4774398804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9888763428
validation[          , genome 18370] predictions:    9887/  10000 (98.87%), best:    9900/10000 (99.00%), error:       337.98639, best error:       295.21445 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1353.1678466797s, input_fired_time: 16.3551311493, output_fired_time: 14.0494699478, propagate_forward_time: 507.7896423340, propagate_backward_time: 798.2791748047, weight_update_time: 2.1113882065, other_time: 16.6944580078
epoch time: 104.3361358643s, input_fired_time: 1.8966766596, output_fired_time: 0.0000000000, propagate_forward_time: 99.6410064697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7984542847
validation[          , genome 18370] predictions:    9884/  10000 (98.84%), best:    9900/10000 (99.00%), error:       356.39551, best error:       295.21445 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1364.6210937500s, input_fired_time: 16.6487216949, output_fired_time: 14.2853431702, propagate_forward_time: 522.1298217773, propagate_backward_time: 795.7307128906, weight_update_time: 1.1677697897, other_time: 15.8264770508
epoch time: 105.4521636963s, input_fired_time: 2.8578453064, output_fired_time: 0.0000000000, propagate_forward_time: 99.8759689331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7183456421
validation[          , genome 18370] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       317.53729, best error:       295.21445 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1345.4138183594s, input_fired_time: 15.3635911942, output_fired_time: 15.0152378082, propagate_forward_time: 510.5385742188, propagate_backward_time: 789.0229492188, weight_update_time: 1.1400920153, other_time: 15.4733886719
epoch time: 104.6215591431s, input_fired_time: 1.9080849886, output_fired_time: 0.0000000000, propagate_forward_time: 99.9520416260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7614288330
validation[          , genome 18370] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       357.08737, best error:       295.21445 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1335.8602294922s, input_fired_time: 16.2300834656, output_fired_time: 13.9013414383, propagate_forward_time: 494.9057922363, propagate_backward_time: 795.5049438477, weight_update_time: 1.1346771717, other_time: 15.3180541992
epoch time: 104.2822952271s, input_fired_time: 1.9005087614, output_fired_time: 0.0000000000, propagate_forward_time: 99.6253204346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7564697266
validation[          , genome 18370] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       294.75021, best error:       294.75021 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1349.7739257813s, input_fired_time: 15.3821172714, output_fired_time: 13.9922628403, propagate_forward_time: 513.7670288086, propagate_backward_time: 791.0904541016, weight_update_time: 1.1408116817, other_time: 15.5420532227
epoch time: 108.4356002808s, input_fired_time: 1.9540711641, output_fired_time: 0.0000000000, propagate_forward_time: 103.6581573486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8233718872
validation[          , genome 18370] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       306.04715, best error:       294.75021 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1353.9899902344s, input_fired_time: 16.4365749359, output_fired_time: 15.0753211975, propagate_forward_time: 516.0422973633, propagate_backward_time: 790.8895874023, weight_update_time: 1.1541545391, other_time: 15.5462646484
epoch time: 107.0145492554s, input_fired_time: 1.9343068600, output_fired_time: 0.0000000000, propagate_forward_time: 102.3420410156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7382049561
validation[          , genome 18370] predictions:    9888/  10000 (98.88%), best:    9914/10000 (99.14%), error:       372.73358, best error:       294.75021 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1343.6201171875s, input_fired_time: 15.2162618637, output_fired_time: 14.0053968430, propagate_forward_time: 501.9131164551, propagate_backward_time: 797.2248535156, weight_update_time: 1.1193324327, other_time: 15.2604980469
epoch time: 107.5970001221s, input_fired_time: 1.9034590721, output_fired_time: 0.0000000000, propagate_forward_time: 102.9496765137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7438659668
validation[          , genome 18370] predictions:    9906/  10000 (99.06%), best:    9914/10000 (99.14%), error:       314.47952, best error:       294.75021 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1339.9656982422s, input_fired_time: 16.3861675262, output_fired_time: 14.0783948898, propagate_forward_time: 502.1299743652, propagate_backward_time: 791.8920288086, weight_update_time: 1.1319788694, other_time: 15.4791870117
epoch time: 103.2956542969s, input_fired_time: 1.8829156160, output_fired_time: 0.0000000000, propagate_forward_time: 98.6757049561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7370300293
validation[          , genome 18370] predictions:    9901/  10000 (99.01%), best:    9914/10000 (99.14%), error:       322.90845, best error:       294.75021 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1351.9764404297s, input_fired_time: 16.4025478363, output_fired_time: 15.1315488815, propagate_forward_time: 504.8271179199, propagate_backward_time: 799.1324462891, weight_update_time: 1.1380488873, other_time: 16.4826660156
epoch time: 106.0914916992s, input_fired_time: 1.9141966105, output_fired_time: 0.0000000000, propagate_forward_time: 101.4366683960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7406234741
validation[          , genome 18370] predictions:    9887/  10000 (98.87%), best:    9914/10000 (99.14%), error:       317.54950, best error:       294.75021 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1353.5063476563s, input_fired_time: 16.3825321198, output_fired_time: 14.1137151718, propagate_forward_time: 510.6723022461, propagate_backward_time: 795.6264038086, weight_update_time: 1.1398265362, other_time: 16.7113037109
epoch time: 106.0334777832s, input_fired_time: 1.9179309607, output_fired_time: 0.0000000000, propagate_forward_time: 101.3719253540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7436218262
validation[          , genome 18370] predictions:    9893/  10000 (98.93%), best:    9914/10000 (99.14%), error:       324.22443, best error:       294.75021 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1354.1851806641s, input_fired_time: 15.3859090805, output_fired_time: 14.0897579193, propagate_forward_time: 504.8801269531, propagate_backward_time: 803.2459106445, weight_update_time: 1.1360001564, other_time: 16.5835571289
epoch time: 109.9847412109s, input_fired_time: 2.0050854683, output_fired_time: 0.0000000000, propagate_forward_time: 105.2151794434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7644729614
validation[          , genome 18370] predictions:    9906/  10000 (99.06%), best:    9914/10000 (99.14%), error:       317.61072, best error:       294.75021 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1340.6386718750s, input_fired_time: 17.3888435364, output_fired_time: 13.9015560150, propagate_forward_time: 515.5936889648, propagate_backward_time: 777.2829589844, weight_update_time: 1.1189223528, other_time: 16.4716186523
epoch time: 115.9372406006s, input_fired_time: 2.1061866283, output_fired_time: 0.0000000000, propagate_forward_time: 110.8952102661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9358444214
validation[          , genome 18370] predictions:    9913/  10000 (99.13%), best:    9914/10000 (99.14%), error:       302.41336, best error:       294.75021 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1377.6907958984s, input_fired_time: 16.7560558319, output_fired_time: 14.5797033310, propagate_forward_time: 519.5712890625, propagate_backward_time: 811.2010498047, weight_update_time: 1.1441076994, other_time: 15.5826416016
epoch time: 103.0676345825s, input_fired_time: 1.8936630487, output_fired_time: 0.0000000000, propagate_forward_time: 98.1009902954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0729827881
validation[          , genome 18370] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       261.55963, best error:       261.55963 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1324.8317871094s, input_fired_time: 16.1674690247, output_fired_time: 14.7598600388, propagate_forward_time: 496.5277709961, propagate_backward_time: 781.1848754883, weight_update_time: 1.1144193411, other_time: 16.1917724609
epoch time: 103.7258071899s, input_fired_time: 1.9141529799, output_fired_time: 0.0000000000, propagate_forward_time: 99.0926971436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7189559937
validation[          , genome 18370] predictions:    9909/  10000 (99.09%), best:    9915/10000 (99.15%), error:       300.68848, best error:       261.55963 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1345.6290283203s, input_fired_time: 16.3050994873, output_fired_time: 15.0363969803, propagate_forward_time: 508.8934631348, propagate_backward_time: 789.8375854492, weight_update_time: 1.1269094944, other_time: 15.5565795898
epoch time: 104.8323364258s, input_fired_time: 1.8979612589, output_fired_time: 0.0000000000, propagate_forward_time: 98.2954483032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6389236450
validation[          , genome 18370] predictions:    9920/  10000 (99.20%), best:    9920/10000 (99.20%), error:       260.56329, best error:       260.56329 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1348.9573974609s, input_fired_time: 17.2280979156, output_fired_time: 15.1336774826, propagate_forward_time: 506.8110961914, propagate_backward_time: 794.3442382813, weight_update_time: 1.1343923807, other_time: 15.4402465820
epoch time: 110.4555740356s, input_fired_time: 1.9790477753, output_fired_time: 0.0000000000, propagate_forward_time: 105.3516616821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1248626709
validation[          , genome 18370] predictions:    9908/  10000 (99.08%), best:    9920/10000 (99.20%), error:       296.24622, best error:       260.56329 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1372.6455078125s, input_fired_time: 16.5397930145, output_fired_time: 15.3961648941, propagate_forward_time: 512.3768310547, propagate_backward_time: 809.3379516602, weight_update_time: 1.1556686163, other_time: 18.9948120117
epoch time: 108.7649459839s, input_fired_time: 1.9490566254, output_fired_time: 0.0000000000, propagate_forward_time: 103.9917144775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8241729736
validation[          , genome 18370] predictions:    9906/  10000 (99.06%), best:    9920/10000 (99.20%), error:       288.39063, best error:       260.56329 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1343.9604492188s, input_fired_time: 16.2451496124, output_fired_time: 16.0431289673, propagate_forward_time: 508.8297424316, propagate_backward_time: 787.5131835938, weight_update_time: 1.1259963512, other_time: 15.3293457031
epoch time: 104.0690002441s, input_fired_time: 1.8969140053, output_fired_time: 0.0000000000, propagate_forward_time: 99.4350585938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7370300293
validation[          , genome 18370] predictions:    9917/  10000 (99.17%), best:    9920/10000 (99.20%), error:       263.57227, best error:       260.56329 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1353.2326660156s, input_fired_time: 15.5176553726, output_fired_time: 14.9553966522, propagate_forward_time: 521.8770751953, propagate_backward_time: 784.3966674805, weight_update_time: 1.1341584921, other_time: 16.4857788086
epoch time: 103.9861068726s, input_fired_time: 1.8938877583, output_fired_time: 0.0000000000, propagate_forward_time: 99.3365478516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7556686401
validation[          , genome 18370] predictions:    9909/  10000 (99.09%), best:    9920/10000 (99.20%), error:       280.70432, best error:       260.56329 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1339.1157226563s, input_fired_time: 17.2149620056, output_fired_time: 13.8361110687, propagate_forward_time: 500.9404602051, propagate_backward_time: 791.8414306641, weight_update_time: 1.1290932894, other_time: 15.2828369141
epoch time: 115.5217666626s, input_fired_time: 3.0360345840, output_fired_time: 0.0000000000, propagate_forward_time: 109.3916397095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0940933228
validation[          , genome 18370] predictions:    9912/  10000 (99.12%), best:    9920/10000 (99.20%), error:       282.71408, best error:       260.56329 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1356.5974121094s, input_fired_time: 17.5274696350, output_fired_time: 14.9911975861, propagate_forward_time: 514.8748168945, propagate_backward_time: 793.6857910156, weight_update_time: 1.1429256201, other_time: 15.5181274414
epoch time: 105.3790054321s, input_fired_time: 1.9018764496, output_fired_time: 0.0000000000, propagate_forward_time: 100.7396926880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7374343872
validation[          , genome 18370] predictions:    9914/  10000 (99.14%), best:    9920/10000 (99.20%), error:       309.13760, best error:       260.56329 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1360.5333251953s, input_fired_time: 15.4822368622, output_fired_time: 14.9609012604, propagate_forward_time: 513.2351684570, propagate_backward_time: 801.3161621094, weight_update_time: 1.1295551062, other_time: 15.5388793945
epoch time: 104.3694686890s, input_fired_time: 1.8941167593, output_fired_time: 0.0000000000, propagate_forward_time: 99.7673034668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7080459595
validation[          , genome 18370] predictions:    9908/  10000 (99.08%), best:    9920/10000 (99.20%), error:       281.05292, best error:       260.56329 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1336.3016357422s, input_fired_time: 16.1739883423, output_fired_time: 13.8384504318, propagate_forward_time: 506.1177368164, propagate_backward_time: 782.8455810547, weight_update_time: 2.1019458771, other_time: 17.3258666992
epoch time: 104.6648025513s, input_fired_time: 1.9100983143, output_fired_time: 0.0000000000, propagate_forward_time: 99.9881973267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7665100098
validation[          , genome 18370] predictions:    9912/  10000 (99.12%), best:    9920/10000 (99.20%), error:       294.88129, best error:       260.56329 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1348.3164062500s, input_fired_time: 16.3040771484, output_fired_time: 14.0341987610, propagate_forward_time: 505.9719848633, propagate_backward_time: 794.4221191406, weight_update_time: 1.1383576393, other_time: 17.5840454102
epoch time: 105.3727798462s, input_fired_time: 1.9103659391, output_fired_time: 0.0000000000, propagate_forward_time: 100.7709808350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6914367676
validation[          , genome 18370] predictions:    9920/  10000 (99.20%), best:    9920/10000 (99.20%), error:       257.42215, best error:       257.42215 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1338.4863281250s, input_fired_time: 17.1160507202, output_fired_time: 15.9257249832, propagate_forward_time: 499.1194458008, propagate_backward_time: 791.0121459961, weight_update_time: 1.1161746979, other_time: 15.3128662109
epoch time: 110.4827194214s, input_fired_time: 2.0425558090, output_fired_time: 0.0000000000, propagate_forward_time: 105.5063247681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9338378906
validation[          , genome 18370] predictions:    9918/  10000 (99.18%), best:    9918/10000 (99.18%), error:       247.11568, best error:       247.11568 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1359.7863769531s, input_fired_time: 16.5256481171, output_fired_time: 14.1764583588, propagate_forward_time: 514.4672241211, propagate_backward_time: 798.1635131836, weight_update_time: 1.1321845055, other_time: 16.4534912109
epoch time: 104.6763992310s, input_fired_time: 1.9038330317, output_fired_time: 0.0000000000, propagate_forward_time: 100.0385055542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7340621948
validation[          , genome 18370] predictions:    9911/  10000 (99.11%), best:    9918/10000 (99.18%), error:       264.84683, best error:       247.11568 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1347.5921630859s, input_fired_time: 15.3393955231, output_fired_time: 14.4669160843, propagate_forward_time: 512.2775268555, propagate_backward_time: 790.2294311523, weight_update_time: 1.1240071058, other_time: 15.2789306641
epoch time: 104.6984939575s, input_fired_time: 1.8950834274, output_fired_time: 0.0000000000, propagate_forward_time: 98.9731750488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8302383423
validation[          , genome 18370] predictions:    9913/  10000 (99.13%), best:    9918/10000 (99.18%), error:       303.37918, best error:       247.11568 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1347.1727294922s, input_fired_time: 15.3373527527, output_fired_time: 14.0782108307, propagate_forward_time: 510.9166564941, propagate_backward_time: 790.5551757813, weight_update_time: 1.1127701998, other_time: 16.2852783203
epoch time: 105.8160934448s, input_fired_time: 2.9145698547, output_fired_time: 0.0000000000, propagate_forward_time: 100.1856689453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7158508301
validation[          , genome 18370] predictions:    9922/  10000 (99.22%), best:    9918/10000 (99.18%), error:       254.67888, best error:       247.11568 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1346.9205322266s, input_fired_time: 17.2618865967, output_fired_time: 13.9571180344, propagate_forward_time: 498.3533935547, propagate_backward_time: 800.8494873047, weight_update_time: 1.1411366463, other_time: 16.4986572266
epoch time: 103.8427505493s, input_fired_time: 2.9493267536, output_fired_time: 0.0000000000, propagate_forward_time: 98.1725769043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7208480835
validation[          , genome 18370] predictions:    9912/  10000 (99.12%), best:    9918/10000 (99.18%), error:       281.66107, best error:       247.11568 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1359.0698242188s, input_fired_time: 19.5874176025, output_fired_time: 15.0390930176, propagate_forward_time: 515.3993530273, propagate_backward_time: 792.5596313477, weight_update_time: 1.1297950745, other_time: 16.4843750000
epoch time: 107.9615478516s, input_fired_time: 1.9842020273, output_fired_time: 0.0000000000, propagate_forward_time: 103.0628662109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9144821167
validation[          , genome 18370] predictions:    9909/  10000 (99.09%), best:    9918/10000 (99.18%), error:       262.37811, best error:       247.11568 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1333.4168701172s, input_fired_time: 15.2227754593, output_fired_time: 15.9105072021, propagate_forward_time: 503.8114318848, propagate_backward_time: 783.1721191406, weight_update_time: 1.1177768707, other_time: 15.3000488281
epoch time: 109.7527618408s, input_fired_time: 1.9940160513, output_fired_time: 0.0000000000, propagate_forward_time: 104.9364242554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8223190308
validation[          , genome 18370] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       242.91510, best error:       242.91510 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1350.8271484375s, input_fired_time: 16.4357948303, output_fired_time: 16.0885391235, propagate_forward_time: 513.0016479492, propagate_backward_time: 787.8942871094, weight_update_time: 1.1132669449, other_time: 17.4069213867
epoch time: 115.1707153320s, input_fired_time: 2.1307761669, output_fired_time: 0.0000000000, propagate_forward_time: 110.0862045288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9537353516
validation[          , genome 18370] predictions:    9919/  10000 (99.19%), best:    9921/10000 (99.21%), error:       264.52881, best error:       242.91510 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1352.4588623047s, input_fired_time: 16.7378635406, output_fired_time: 16.0154132843, propagate_forward_time: 515.3521728516, propagate_backward_time: 786.7495117188, weight_update_time: 1.1206706762, other_time: 17.6038818359
epoch time: 105.4562454224s, input_fired_time: 1.9091717005, output_fired_time: 0.0000000000, propagate_forward_time: 100.8308792114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7161941528
validation[          , genome 18370] predictions:    9911/  10000 (99.11%), best:    9921/10000 (99.21%), error:       266.72571, best error:       242.91510 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1367.3073730469s, input_fired_time: 16.5399837494, output_fired_time: 14.1964960098, propagate_forward_time: 517.1994628906, propagate_backward_time: 802.6392822266, weight_update_time: 1.1423746347, other_time: 16.7320556641
epoch time: 104.4437332153s, input_fired_time: 1.8891535997, output_fired_time: 0.0000000000, propagate_forward_time: 99.8321838379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7223968506
validation[          , genome 18370] predictions:    9900/  10000 (99.00%), best:    9921/10000 (99.21%), error:       322.07422, best error:       242.91510 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1358.4844970703s, input_fired_time: 16.3183937073, output_fired_time: 14.1418867111, propagate_forward_time: 506.6763305664, propagate_backward_time: 805.8586425781, weight_update_time: 1.1335833073, other_time: 15.4893188477
epoch time: 106.2056427002s, input_fired_time: 1.9195052385, output_fired_time: 0.0000000000, propagate_forward_time: 101.5384445190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7476959229
validation[          , genome 18370] predictions:    9927/  10000 (99.27%), best:    9921/10000 (99.21%), error:       248.77846, best error:       242.91510 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1336.6091308594s, input_fired_time: 16.2545948029, output_fired_time: 14.8449192047, propagate_forward_time: 494.2702026367, propagate_backward_time: 794.9318847656, weight_update_time: 1.1375638247, other_time: 16.3074340820
epoch time: 109.6642150879s, input_fired_time: 1.9783014059, output_fired_time: 0.0000000000, propagate_forward_time: 104.5661621094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1197509766
validation[          , genome 18370] predictions:    9913/  10000 (99.13%), best:    9921/10000 (99.21%), error:       276.06204, best error:       242.91510 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1335.1938476563s, input_fired_time: 16.1383991241, output_fired_time: 13.8075160980, propagate_forward_time: 496.8488769531, propagate_backward_time: 790.9224243164, weight_update_time: 1.1230202913, other_time: 17.4766235352
epoch time: 103.8737030029s, input_fired_time: 1.8954088688, output_fired_time: 0.0000000000, propagate_forward_time: 99.2560882568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7222061157
validation[          , genome 18370] predictions:    9920/  10000 (99.20%), best:    9921/10000 (99.21%), error:       263.70856, best error:       242.91510 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1360.6563720703s, input_fired_time: 16.4769954681, output_fired_time: 14.0158348083, propagate_forward_time: 507.9945373535, propagate_backward_time: 806.6188354492, weight_update_time: 1.1591597795, other_time: 15.5501098633
epoch time: 103.8177719116s, input_fired_time: 1.8989664316, output_fired_time: 0.0000000000, propagate_forward_time: 99.2109069824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7079010010
validation[          , genome 18370] predictions:    9919/  10000 (99.19%), best:    9921/10000 (99.21%), error:       256.69757, best error:       242.91510 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1331.0895996094s, input_fired_time: 18.1690349579, output_fired_time: 14.7363271713, propagate_forward_time: 496.6940002441, propagate_backward_time: 783.1380004883, weight_update_time: 2.1769499779, other_time: 18.3522338867
epoch time: 104.7593383789s, input_fired_time: 1.9116233587, output_fired_time: 0.0000000000, propagate_forward_time: 100.0770416260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7706756592
validation[          , genome 18370] predictions:    9923/  10000 (99.23%), best:    9921/10000 (99.21%), error:       256.93088, best error:       242.91510 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1333.3122558594s, input_fired_time: 15.2283973694, output_fired_time: 14.8091659546, propagate_forward_time: 504.2618408203, propagate_backward_time: 782.6006469727, weight_update_time: 2.1273205280, other_time: 16.4121704102
epoch time: 108.1571426392s, input_fired_time: 1.9558107853, output_fired_time: 0.0000000000, propagate_forward_time: 103.2284393311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9728927612
validation[          , genome 18370] predictions:    9914/  10000 (99.14%), best:    9921/10000 (99.21%), error:       253.02567, best error:       242.91510 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1347.8831787109s, input_fired_time: 17.2634201050, output_fired_time: 14.0072755814, propagate_forward_time: 501.8858947754, propagate_backward_time: 797.3140258789, weight_update_time: 1.1419509649, other_time: 17.4125366211
epoch time: 103.8875808716s, input_fired_time: 1.8923051357, output_fired_time: 0.0000000000, propagate_forward_time: 99.3065567017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6887207031
validation[          , genome 18370] predictions:    9914/  10000 (99.14%), best:    9921/10000 (99.21%), error:       273.62772, best error:       242.91510 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1359.1408691406s, input_fired_time: 16.4471111298, output_fired_time: 14.0857524872, propagate_forward_time: 510.3351745605, propagate_backward_time: 800.3833618164, weight_update_time: 1.1736423969, other_time: 17.8894653320
epoch time: 105.4404525757s, input_fired_time: 1.8963431120, output_fired_time: 0.0000000000, propagate_forward_time: 100.8098144531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7342987061
validation[          , genome 18370] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       246.28052, best error:       242.91510 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1341.9687500000s, input_fired_time: 16.4498062134, output_fired_time: 14.9050807953, propagate_forward_time: 507.1543273926, propagate_backward_time: 788.2075805664, weight_update_time: 1.1264619827, other_time: 15.2520141602
epoch time: 104.3265380859s, input_fired_time: 1.9069921970, output_fired_time: 0.0000000000, propagate_forward_time: 97.7215118408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6980361938
validation[          , genome 18370] predictions:    9925/  10000 (99.25%), best:    9921/10000 (99.21%), error:       246.54326, best error:       242.91510 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1339.8045654297s, input_fired_time: 16.3530445099, output_fired_time: 15.8052263260, propagate_forward_time: 505.3003234863, propagate_backward_time: 785.1463012695, weight_update_time: 1.1215277910, other_time: 17.1997680664
epoch time: 105.1083602905s, input_fired_time: 1.9053875208, output_fired_time: 0.0000000000, propagate_forward_time: 100.5396041870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6633682251
validation[          , genome 18370] predictions:    9925/  10000 (99.25%), best:    9921/10000 (99.21%), error:       255.87897, best error:       242.91510 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1373.4896240234s, input_fired_time: 16.6276016235, output_fired_time: 17.2320556641, propagate_forward_time: 517.6816406250, propagate_backward_time: 805.2591552734, weight_update_time: 1.1659649611, other_time: 16.6892089844
epoch time: 103.6757202148s, input_fired_time: 1.8925125599, output_fired_time: 0.0000000000, propagate_forward_time: 99.0644378662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7187728882
validation[          , genome 18370] predictions:    9924/  10000 (99.24%), best:    9921/10000 (99.21%), error:       245.72368, best error:       242.91510 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1344.2336425781s, input_fired_time: 15.2743015289, output_fired_time: 13.8300762177, propagate_forward_time: 506.1016845703, propagate_backward_time: 793.6865234375, weight_update_time: 1.1420490742, other_time: 15.3410644531
epoch time: 104.0187988281s, input_fired_time: 1.9019767046, output_fired_time: 0.0000000000, propagate_forward_time: 99.4211807251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6956405640
validation[          , genome 18370] predictions:    9919/  10000 (99.19%), best:    9921/10000 (99.21%), error:       246.21564, best error:       242.91510 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1346.0412597656s, input_fired_time: 16.3598308563, output_fired_time: 13.9566516876, propagate_forward_time: 503.1864929199, propagate_backward_time: 797.2749633789, weight_update_time: 1.1359387636, other_time: 15.2632446289
epoch time: 107.5885696411s, input_fired_time: 1.9775636196, output_fired_time: 0.0000000000, propagate_forward_time: 102.8503417969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7606658936
validation[          , genome 18370] predictions:    9926/  10000 (99.26%), best:    9921/10000 (99.21%), error:       249.35056, best error:       242.91510 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1334.2231445313s, input_fired_time: 15.1829757690, output_fired_time: 16.0176925659, propagate_forward_time: 499.4955444336, propagate_backward_time: 788.3279418945, weight_update_time: 1.1183785200, other_time: 15.1989746094
epoch time: 110.0503540039s, input_fired_time: 2.0203375816, output_fired_time: 0.0000000000, propagate_forward_time: 105.1961212158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8338928223
validation[          , genome 18370] predictions:    9924/  10000 (99.24%), best:    9921/10000 (99.21%), error:       247.24397, best error:       242.91510 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1354.5668945313s, input_fired_time: 16.3865833282, output_fired_time: 15.3985834122, propagate_forward_time: 504.7083129883, propagate_backward_time: 802.7814941406, weight_update_time: 1.1271245480, other_time: 15.2919311523
epoch time: 103.8503112793s, input_fired_time: 1.8965660334, output_fired_time: 0.0000000000, propagate_forward_time: 99.2263565063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7273864746
validation[          , genome 18370] predictions:    9925/  10000 (99.25%), best:    9921/10000 (99.21%), error:       252.08899, best error:       242.91510 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1342.2520751953s, input_fired_time: 15.2536630630, output_fired_time: 14.8922567368, propagate_forward_time: 516.3096923828, propagate_backward_time: 780.4542846680, weight_update_time: 1.1145788431, other_time: 15.3422241211
epoch time: 105.2020721436s, input_fired_time: 1.8983035088, output_fired_time: 0.0000000000, propagate_forward_time: 100.5988616943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7049102783
validation[          , genome 18370] predictions:    9924/  10000 (99.24%), best:    9921/10000 (99.21%), error:       254.37077, best error:       242.91510 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1376.5454101563s, input_fired_time: 17.7003211975, output_fired_time: 15.4829950333, propagate_forward_time: 517.1899414063, propagate_backward_time: 809.6525268555, weight_update_time: 1.1285805702, other_time: 16.5195922852
epoch time: 105.7278747559s, input_fired_time: 1.9062649012, output_fired_time: 0.0000000000, propagate_forward_time: 101.0736007690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7480087280
validation[          , genome 18370] predictions:    9929/  10000 (99.29%), best:    9921/10000 (99.21%), error:       252.62364, best error:       242.91510 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1341.6881103516s, input_fired_time: 16.3530158997, output_fired_time: 15.8883838654, propagate_forward_time: 502.7498474121, propagate_backward_time: 790.3422851563, weight_update_time: 1.1177303791, other_time: 16.3544921875
epoch time: 104.1686019897s, input_fired_time: 1.8960191011, output_fired_time: 0.0000000000, propagate_forward_time: 99.5948486328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6777343750
validation[          , genome 18370] predictions:    9925/  10000 (99.25%), best:    9921/10000 (99.21%), error:       246.13770, best error:       242.91510 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1346.1307373047s, input_fired_time: 15.3526849747, output_fired_time: 13.8203868866, propagate_forward_time: 507.0007324219, propagate_backward_time: 792.2965087891, weight_update_time: 1.1540524960, other_time: 17.6604003906
epoch time: 111.5827255249s, input_fired_time: 2.0129458904, output_fired_time: 0.0000000000, propagate_forward_time: 106.6455535889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9242248535
validation[          , genome 18370] predictions:    9922/  10000 (99.22%), best:    9921/10000 (99.21%), error:       245.92828, best error:       242.91510 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1332.3424072266s, input_fired_time: 17.1560211182, output_fired_time: 14.8932466507, propagate_forward_time: 501.5643920898, propagate_backward_time: 782.6213989258, weight_update_time: 1.1210906506, other_time: 16.1074218750
epoch time: 112.0414886475s, input_fired_time: 2.0250184536, output_fired_time: 0.0000000000, propagate_forward_time: 107.0231857300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9932861328
validation[          , genome 18370] predictions:    9926/  10000 (99.26%), best:    9921/10000 (99.21%), error:       246.01308, best error:       242.91510 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1358.2447509766s, input_fired_time: 18.3975925446, output_fired_time: 16.9473648071, propagate_forward_time: 508.0356750488, propagate_backward_time: 799.4336547852, weight_update_time: 1.1265552044, other_time: 15.4304809570
epoch time: 103.8652038574s, input_fired_time: 1.8956516981, output_fired_time: 0.0000000000, propagate_forward_time: 99.2496643066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7198867798
validation[          , genome 18370] predictions:    9929/  10000 (99.29%), best:    9921/10000 (99.21%), error:       245.46031, best error:       242.91510 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1335.0635986328s, input_fired_time: 15.1702451706, output_fired_time: 15.8206071854, propagate_forward_time: 507.1341857910, propagate_backward_time: 781.7730102539, weight_update_time: 1.1177235842, other_time: 15.1655883789
epoch time: 108.9106063843s, input_fired_time: 1.9867352247, output_fired_time: 0.0000000000, propagate_forward_time: 103.0948104858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8290634155
validation[          , genome 18370] predictions:    9924/  10000 (99.24%), best:    9921/10000 (99.21%), error:       250.04404, best error:       242.91510 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1338.2730712891s, input_fired_time: 16.2175273895, output_fired_time: 13.7975454330, propagate_forward_time: 506.6852111816, propagate_backward_time: 786.4228515625, weight_update_time: 1.1267160177, other_time: 15.1500244141
epoch time: 109.2258987427s, input_fired_time: 1.9398002625, output_fired_time: 0.0000000000, propagate_forward_time: 104.4927597046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7933425903
validation[          , genome 18370] predictions:    9925/  10000 (99.25%), best:    9921/10000 (99.21%), error:       249.96616, best error:       242.91510 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1340.6995849609s, input_fired_time: 16.3051452637, output_fired_time: 15.9001865387, propagate_forward_time: 502.6053771973, propagate_backward_time: 789.6298217773, weight_update_time: 1.1209430695, other_time: 16.2590942383
epoch time: 104.0108795166s, input_fired_time: 2.8848919868, output_fired_time: 0.0000000000, propagate_forward_time: 98.4477386475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6782455444
validation[          , genome 18370] predictions:    9923/  10000 (99.23%), best:    9921/10000 (99.21%), error:       258.29001, best error:       242.91510 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1345.0594482422s, input_fired_time: 15.3620500565, output_fired_time: 14.8825473785, propagate_forward_time: 510.1564025879, propagate_backward_time: 788.1774291992, weight_update_time: 1.1327898502, other_time: 16.4810180664
epoch time: 103.8573913574s, input_fired_time: 1.8912028074, output_fired_time: 0.0000000000, propagate_forward_time: 99.2610168457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7051696777
validation[          , genome 18370] predictions:    9919/  10000 (99.19%), best:    9921/10000 (99.21%), error:       253.29324, best error:       242.91510 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1341.7501220703s, input_fired_time: 15.8075094223, output_fired_time: 13.9108963013, propagate_forward_time: 507.6498718262, propagate_backward_time: 787.8368530273, weight_update_time: 1.1376476288, other_time: 16.5449829102
epoch time: 105.6335906982s, input_fired_time: 1.9100533724, output_fired_time: 0.0000000000, propagate_forward_time: 99.9857254028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7378082275
validation[          , genome 18370] predictions:    9926/  10000 (99.26%), best:    9921/10000 (99.21%), error:       250.73869, best error:       242.91510 on epoch:    71, 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: 543.2698364258s, input_fired_time: 11.8493270874, output_fired_time: 0.0000000000, propagate_forward_time: 515.2218017578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 16.1987304688
best training[          , genome 18370] predictions:   50000/  50000 (100.00%), best:    9921/10000 (99.21%), error:        71.39875, best error:       242.91510 on epoch:    71, 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: 108.3606185913s, input_fired_time: 1.9700250626, output_fired_time: 0.0000000000, propagate_forward_time: 102.5468063354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8437881470
   testing[          , genome 18370] predictions:    9926/  10000 (99.26%), best:    9921/10000 (99.21%), error:       232.54776, best error:       242.91510 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:44:11 (2296): called boinc_finish(0)

</stderr_txt>
]]>