Nameexact_genome_1512568488_45_6923_1
Workunit2605810
Created7 Dec 2017, 22:45:08 UTC
Sent7 Dec 2017, 22:47:50 UTC
Report deadline15 Dec 2017, 19:24:44 UTC
Received8 Dec 2017, 16:42:02 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time4 hours 2 min 50 sec
CPU time4 hours 2 min 45 sec
Validate stateValid
Credit1,964.74
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.03 MB
Peak swap size151.89 MB
Peak disk usage1.11 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
861206, weight_update_time: 0.1371538639, other_time: 2.6908798218
epoch time: 10.9000120163s, input_fired_time: 0.1334850937, output_fired_time: 0.0000000000, propagate_forward_time: 10.2776012421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889259338
validation[          , genome  6923] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       972.49683, best error:       972.49683 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 132.2271575928s, input_fired_time: 1.1905229092, output_fired_time: 0.8618971109, propagate_forward_time: 50.7796897888, propagate_backward_time: 76.6897659302, weight_update_time: 0.1364127696, other_time: 2.7052841187
epoch time: 10.8093719482s, input_fired_time: 0.1308136880, output_fired_time: 0.0000000000, propagate_forward_time: 10.1933650970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851932526
validation[          , genome  6923] predictions:    9664/  10000 (96.64%), best:    9717/10000 (97.17%), error:      1045.89099, best error:       972.49683 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 133.4081573486s, input_fired_time: 1.1969212294, output_fired_time: 0.8660811186, propagate_forward_time: 51.1465225220, propagate_backward_time: 77.4948654175, weight_update_time: 0.1388665587, other_time: 2.7037811279
epoch time: 10.9599647522s, input_fired_time: 0.1335323304, output_fired_time: 0.0000000000, propagate_forward_time: 10.3367948532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896373749
validation[          , genome  6923] predictions:    9668/  10000 (96.68%), best:    9717/10000 (97.17%), error:      1074.31409, best error:       972.49683 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 133.1807861328s, input_fired_time: 1.1964062452, output_fired_time: 0.8657142520, propagate_forward_time: 51.1529464722, propagate_backward_time: 77.2598800659, weight_update_time: 0.1373811513, other_time: 2.7058410645
epoch time: 10.8772258759s, input_fired_time: 0.1315631568, output_fired_time: 0.0000000000, propagate_forward_time: 10.2610149384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846477509
validation[          , genome  6923] predictions:    9701/  10000 (97.01%), best:    9717/10000 (97.17%), error:       976.56927, best error:       972.49683 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 133.7305755615s, input_fired_time: 1.1984807253, output_fired_time: 0.8712949753, propagate_forward_time: 51.3761253357, propagate_backward_time: 77.5770492554, weight_update_time: 0.1379620284, other_time: 2.7076187134
epoch time: 10.8955125809s, input_fired_time: 0.1316604316, output_fired_time: 0.0000000000, propagate_forward_time: 10.2785062790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853458405
validation[          , genome  6923] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       961.65192, best error:       961.65192 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 132.3415222168s, input_fired_time: 1.1888539791, output_fired_time: 0.8534112573, propagate_forward_time: 50.8245735168, propagate_backward_time: 76.7861557007, weight_update_time: 0.1361418664, other_time: 2.6885299683
epoch time: 10.9448585510s, input_fired_time: 0.1327186674, output_fired_time: 0.0000000000, propagate_forward_time: 10.3199558258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921836853
validation[          , genome  6923] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       838.63135, best error:       838.63135 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 132.4757080078s, input_fired_time: 1.1887571812, output_fired_time: 0.8597778678, propagate_forward_time: 50.8604660034, propagate_backward_time: 76.9336013794, weight_update_time: 0.1363758445, other_time: 2.6331176758
epoch time: 10.9517240524s, input_fired_time: 0.1319907755, output_fired_time: 0.0000000000, propagate_forward_time: 10.3287220001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910116196
validation[          , genome  6923] predictions:    9722/  10000 (97.22%), best:    9756/10000 (97.56%), error:       881.31500, best error:       838.63135 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 131.9098968506s, input_fired_time: 1.1862030029, output_fired_time: 0.8525768518, propagate_forward_time: 50.6612854004, propagate_backward_time: 76.5691986084, weight_update_time: 0.1353071481, other_time: 2.6406402588
epoch time: 10.8750305176s, input_fired_time: 0.1311149448, output_fired_time: 0.0000000000, propagate_forward_time: 10.2669525146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4769630432
validation[          , genome  6923] predictions:    9738/  10000 (97.38%), best:    9756/10000 (97.56%), error:       883.20300, best error:       838.63135 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 131.8901977539s, input_fired_time: 1.1731967926, output_fired_time: 0.8376016617, propagate_forward_time: 50.8526268005, propagate_backward_time: 76.4267807007, weight_update_time: 0.1355776489, other_time: 2.5999832153
epoch time: 10.8732719421s, input_fired_time: 0.1305332929, output_fired_time: 0.0000000000, propagate_forward_time: 10.2644214630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783172607
validation[          , genome  6923] predictions:    9735/  10000 (97.35%), best:    9756/10000 (97.56%), error:       872.32324, best error:       838.63135 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 131.2113037109s, input_fired_time: 1.1854457855, output_fired_time: 0.8515409231, propagate_forward_time: 50.4346313477, propagate_backward_time: 76.1038589478, weight_update_time: 0.1344070286, other_time: 2.6358261108
epoch time: 10.8776807785s, input_fired_time: 0.1314041615, output_fired_time: 0.0000000000, propagate_forward_time: 10.2652740479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810028076
validation[          , genome  6923] predictions:    9727/  10000 (97.27%), best:    9756/10000 (97.56%), error:       936.57318, best error:       838.63135 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 132.5936126709s, input_fired_time: 1.1870003939, output_fired_time: 0.8568714261, propagate_forward_time: 51.0676765442, propagate_backward_time: 76.8379898071, weight_update_time: 0.1358765364, other_time: 2.6440811157
epoch time: 10.5269079208s, input_fired_time: 0.1285385936, output_fired_time: 0.0000000000, propagate_forward_time: 9.9259243011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724454880
validation[          , genome  6923] predictions:    9702/  10000 (97.02%), best:    9756/10000 (97.56%), error:       953.45740, best error:       838.63135 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 129.8458557129s, input_fired_time: 1.1727002859, output_fired_time: 0.8424335122, propagate_forward_time: 49.9201087952, propagate_backward_time: 75.3129348755, weight_update_time: 0.1331101358, other_time: 2.5976791382
epoch time: 10.8794431686s, input_fired_time: 0.1313387007, output_fired_time: 0.0000000000, propagate_forward_time: 10.2703638077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777402878
validation[          , genome  6923] predictions:    9711/  10000 (97.11%), best:    9756/10000 (97.56%), error:       963.56897, best error:       838.63135 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 132.9502410889s, input_fired_time: 1.1926140785, output_fired_time: 0.8666439652, propagate_forward_time: 51.0233917236, propagate_backward_time: 77.2360000610, weight_update_time: 0.1368133724, other_time: 2.6315994263
epoch time: 10.8746309280s, input_fired_time: 0.1316701770, output_fired_time: 0.0000000000, propagate_forward_time: 10.2646389008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783220291
validation[          , genome  6923] predictions:    9749/  10000 (97.49%), best:    9756/10000 (97.56%), error:       840.06891, best error:       838.63135 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 133.2373199463s, input_fired_time: 1.1937819719, output_fired_time: 0.8587188721, propagate_forward_time: 51.2737770081, propagate_backward_time: 77.2671585083, weight_update_time: 0.1363074780, other_time: 2.6438827515
epoch time: 10.9103822708s, input_fired_time: 0.1330135018, output_fired_time: 0.0000000000, propagate_forward_time: 10.2936325073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837360382
validation[          , genome  6923] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       893.95868, best error:       838.63135 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 133.6983032227s, input_fired_time: 1.2073744535, output_fired_time: 0.8645340204, propagate_forward_time: 51.3936882019, propagate_backward_time: 77.5919723511, weight_update_time: 0.1371308416, other_time: 2.6407394409
epoch time: 10.8952465057s, input_fired_time: 0.1328128278, output_fired_time: 0.0000000000, propagate_forward_time: 10.2848768234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775571823
validation[          , genome  6923] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       803.89325, best error:       803.89325 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 133.8279876709s, input_fired_time: 1.2015235424, output_fired_time: 0.8708517551, propagate_forward_time: 51.3736915588, propagate_backward_time: 77.7330398560, weight_update_time: 0.1377503276, other_time: 2.6488876343
epoch time: 10.8910198212s, input_fired_time: 0.1325224340, output_fired_time: 0.0000000000, propagate_forward_time: 10.2812776566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4772195816
validation[          , genome  6923] predictions:    9735/  10000 (97.35%), best:    9758/10000 (97.58%), error:       887.99243, best error:       803.89325 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 133.6719207764s, input_fired_time: 1.2012252808, output_fired_time: 0.8630583882, propagate_forward_time: 51.3737869263, propagate_backward_time: 77.5969161987, weight_update_time: 0.1372376084, other_time: 2.6369476318
epoch time: 10.8926601410s, input_fired_time: 0.1329789609, output_fired_time: 0.0000000000, propagate_forward_time: 10.2799654007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797153473
validation[          , genome  6923] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       768.15771, best error:       768.15771 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 133.7568817139s, input_fired_time: 1.2026252747, output_fired_time: 0.8637014627, propagate_forward_time: 51.3724670410, propagate_backward_time: 77.6754608154, weight_update_time: 0.1375545114, other_time: 2.6426239014
epoch time: 10.8918533325s, input_fired_time: 0.1320756376, output_fired_time: 0.0000000000, propagate_forward_time: 10.2811279297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786500931
validation[          , genome  6923] predictions:    9727/  10000 (97.27%), best:    9788/10000 (97.88%), error:       934.30975, best error:       768.15771 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 133.3514556885s, input_fired_time: 1.1984634399, output_fired_time: 0.8599966764, propagate_forward_time: 51.2506256104, propagate_backward_time: 77.3912734985, weight_update_time: 0.1367418021, other_time: 2.6510848999
epoch time: 10.8986492157s, input_fired_time: 0.1334603429, output_fired_time: 0.0000000000, propagate_forward_time: 10.2822723389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829168320
validation[          , genome  6923] predictions:    9747/  10000 (97.47%), best:    9788/10000 (97.88%), error:       860.36005, best error:       768.15771 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 133.5108795166s, input_fired_time: 1.1987795830, output_fired_time: 0.8601648808, propagate_forward_time: 51.3803443909, propagate_backward_time: 77.4143753052, weight_update_time: 0.1367254406, other_time: 2.6572189331
epoch time: 10.9007511139s, input_fired_time: 0.1337603331, output_fired_time: 0.0000000000, propagate_forward_time: 10.2873039246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796867371
validation[          , genome  6923] predictions:    9683/  10000 (96.83%), best:    9788/10000 (97.88%), error:       992.78131, best error:       768.15771 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 133.4983215332s, input_fired_time: 1.2064931393, output_fired_time: 0.8627696037, propagate_forward_time: 51.3090820312, propagate_backward_time: 77.4774627686, weight_update_time: 0.1373302490, other_time: 2.6425170898
epoch time: 10.9023399353s, input_fired_time: 0.1323977411, output_fired_time: 0.0000000000, propagate_forward_time: 10.2901010513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798412323
validation[          , genome  6923] predictions:    9758/  10000 (97.58%), best:    9788/10000 (97.88%), error:       777.38043, best error:       768.15771 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 133.8036193848s, input_fired_time: 1.2040714025, output_fired_time: 0.8679013848, propagate_forward_time: 51.4258117676, propagate_backward_time: 77.6506881714, weight_update_time: 0.1375983208, other_time: 2.6551437378
epoch time: 10.8062534332s, input_fired_time: 0.1331917197, output_fired_time: 0.0000000000, propagate_forward_time: 10.1944389343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786224365
validation[          , genome  6923] predictions:    9721/  10000 (97.21%), best:    9788/10000 (97.88%), error:       947.24579, best error:       768.15771 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 133.7720031738s, input_fired_time: 1.2069573402, output_fired_time: 0.8680152893, propagate_forward_time: 51.2945213318, propagate_backward_time: 77.7458496094, weight_update_time: 0.1377933323, other_time: 2.6566619873
epoch time: 10.8984079361s, input_fired_time: 0.1341033280, output_fired_time: 0.0000000000, propagate_forward_time: 10.2842855453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800186157
validation[          , genome  6923] predictions:    9737/  10000 (97.37%), best:    9788/10000 (97.88%), error:       870.17157, best error:       768.15771 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 133.7137603760s, input_fired_time: 1.2034987211, output_fired_time: 0.8653088808, propagate_forward_time: 51.3964729309, propagate_backward_time: 77.6003417969, weight_update_time: 0.1376053989, other_time: 2.6481475830
epoch time: 10.8989334106s, input_fired_time: 0.1337197274, output_fired_time: 0.0000000000, propagate_forward_time: 10.2843618393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4808521271
validation[          , genome  6923] predictions:    9700/  10000 (97.00%), best:    9788/10000 (97.88%), error:      1079.50867, best error:       768.15771 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 133.1714477539s, input_fired_time: 1.1968040466, output_fired_time: 0.8497636914, propagate_forward_time: 51.3005790710, propagate_backward_time: 77.1869659424, weight_update_time: 0.1370016634, other_time: 2.6373291016
epoch time: 10.8507289886s, input_fired_time: 0.1333021373, output_fired_time: 0.0000000000, propagate_forward_time: 10.2367973328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806299210
validation[          , genome  6923] predictions:    9751/  10000 (97.51%), best:    9788/10000 (97.88%), error:       866.50702, best error:       768.15771 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 133.3489074707s, input_fired_time: 1.2024277449, output_fired_time: 0.8654159904, propagate_forward_time: 51.2874336243, propagate_backward_time: 77.3496322632, weight_update_time: 0.1362450868, other_time: 2.6440048218
epoch time: 10.8931980133s, input_fired_time: 0.1334238648, output_fired_time: 0.0000000000, propagate_forward_time: 10.2803497314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794244766
validation[          , genome  6923] predictions:    9732/  10000 (97.32%), best:    9788/10000 (97.88%), error:       910.49640, best error:       768.15771 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 133.5510253906s, input_fired_time: 1.2057806253, output_fired_time: 0.8630986810, propagate_forward_time: 51.3678817749, propagate_backward_time: 77.4498214722, weight_update_time: 0.1368276477, other_time: 2.6644439697
epoch time: 10.8785657883s, input_fired_time: 0.1352232695, output_fired_time: 0.0000000000, propagate_forward_time: 10.2609272003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824151993
validation[          , genome  6923] predictions:    9744/  10000 (97.44%), best:    9788/10000 (97.88%), error:       841.14209, best error:       768.15771 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 132.6249237061s, input_fired_time: 1.2059824467, output_fired_time: 0.8640313148, propagate_forward_time: 50.8815650940, propagate_backward_time: 77.0265197754, weight_update_time: 0.1367430091, other_time: 2.6468353271
epoch time: 10.7437858582s, input_fired_time: 0.1322238147, output_fired_time: 0.0000000000, propagate_forward_time: 10.1344108582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771509171
validation[          , genome  6923] predictions:    9764/  10000 (97.64%), best:    9788/10000 (97.88%), error:       775.64301, best error:       768.15771 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 132.3732147217s, input_fired_time: 1.2026644945, output_fired_time: 0.8601413369, propagate_forward_time: 50.7049674988, propagate_backward_time: 76.9552917480, weight_update_time: 0.1373662204, other_time: 2.6501464844
epoch time: 10.7463254929s, input_fired_time: 0.1322948039, output_fired_time: 0.0000000000, propagate_forward_time: 10.1356735229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783573151
validation[          , genome  6923] predictions:    9724/  10000 (97.24%), best:    9788/10000 (97.88%), error:       901.36340, best error:       768.15771 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 132.9712829590s, input_fired_time: 1.2035211325, output_fired_time: 0.8576240540, propagate_forward_time: 51.0706138611, propagate_backward_time: 77.2024078369, weight_update_time: 0.1365509778, other_time: 2.6371154785
epoch time: 10.8786220551s, input_fired_time: 0.1338801384, output_fired_time: 0.0000000000, propagate_forward_time: 10.2656383514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791030884
validation[          , genome  6923] predictions:    9731/  10000 (97.31%), best:    9788/10000 (97.88%), error:       859.42072, best error:       768.15771 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 132.2093658447s, input_fired_time: 1.1997827291, output_fired_time: 0.8562578559, propagate_forward_time: 50.7805404663, propagate_backward_time: 76.7451782227, weight_update_time: 0.1357419938, other_time: 2.6276016235
epoch time: 10.8717584610s, input_fired_time: 0.1339753568, output_fired_time: 0.0000000000, propagate_forward_time: 10.2545557022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832277298
validation[          , genome  6923] predictions:    9566/  10000 (95.66%), best:    9788/10000 (97.88%), error:      1425.97034, best error:       768.15771 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 133.2412414551s, input_fired_time: 1.2104635239, output_fired_time: 0.8658419847, propagate_forward_time: 51.0582313538, propagate_backward_time: 77.4546051025, weight_update_time: 0.1371156424, other_time: 2.6520996094
epoch time: 10.8887538910s, input_fired_time: 0.1348263621, output_fired_time: 0.0000000000, propagate_forward_time: 10.2726879120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812393188
validation[          , genome  6923] predictions:    9717/  10000 (97.17%), best:    9788/10000 (97.88%), error:       930.02118, best error:       768.15771 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 132.3814544678s, input_fired_time: 1.2041159868, output_fired_time: 0.8612030745, propagate_forward_time: 50.9313621521, propagate_backward_time: 76.7402038574, weight_update_time: 0.1356828213, other_time: 2.6445617676
epoch time: 10.5539646149s, input_fired_time: 0.1319154501, output_fired_time: 0.0000000000, propagate_forward_time: 9.9507627487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712867737
validation[          , genome  6923] predictions:    9753/  10000 (97.53%), best:    9788/10000 (97.88%), error:       828.17358, best error:       768.15771 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 132.1227722168s, input_fired_time: 1.2023936510, output_fired_time: 0.8604055047, propagate_forward_time: 50.7271537781, propagate_backward_time: 76.6958236694, weight_update_time: 0.1356504261, other_time: 2.6369857788
epoch time: 10.8454494476s, input_fired_time: 0.1349495500, output_fired_time: 0.0000000000, propagate_forward_time: 10.2316274643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4788722992
validation[          , genome  6923] predictions:    9757/  10000 (97.57%), best:    9788/10000 (97.88%), error:       803.04700, best error:       768.15771 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 132.3706970215s, input_fired_time: 1.2080571651, output_fired_time: 0.8618861437, propagate_forward_time: 50.8403511047, propagate_backward_time: 76.8295974731, weight_update_time: 0.1365360022, other_time: 2.6308059692
epoch time: 10.8868703842s, input_fired_time: 0.1352232397, output_fired_time: 0.0000000000, propagate_forward_time: 10.2736949921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779520035
validation[          , genome  6923] predictions:    9672/  10000 (96.72%), best:    9788/10000 (97.88%), error:      1005.87408, best error:       768.15771 on epoch:    30, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 132.5400848389s, input_fired_time: 1.2077500820, output_fired_time: 0.8546992540, propagate_forward_time: 50.9964599609, propagate_backward_time: 76.8416442871, weight_update_time: 0.1356321722, other_time: 2.6395263672
epoch time: 10.8908958435s, input_fired_time: 0.1341683567, output_fired_time: 0.0000000000, propagate_forward_time: 10.2747554779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819717407
validation[          , genome  6923] predictions:    9724/  10000 (97.24%), best:    9788/10000 (97.88%), error:       926.16339, best error:       768.15771 on epoch:    30, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 133.5525054932s, input_fired_time: 1.2146223783, output_fired_time: 0.8669904470, propagate_forward_time: 51.4263801575, propagate_backward_time: 77.3977508545, weight_update_time: 0.1365531385, other_time: 2.6467742920
epoch time: 10.8941211700s, input_fired_time: 0.1356134266, output_fired_time: 0.0000000000, propagate_forward_time: 10.2763319016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821758270
validation[          , genome  6923] predictions:    9726/  10000 (97.26%), best:    9788/10000 (97.88%), error:       861.86884, best error:       768.15771 on epoch:    30, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 133.4192962646s, input_fired_time: 1.2126870155, output_fired_time: 0.8612067103, propagate_forward_time: 51.3307228088, propagate_backward_time: 77.3601913452, weight_update_time: 0.1367847770, other_time: 2.6544876099
epoch time: 10.8465929031s, input_fired_time: 0.1410724670, output_fired_time: 0.0000000000, propagate_forward_time: 10.2257118225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798088074
validation[          , genome  6923] predictions:    9745/  10000 (97.45%), best:    9788/10000 (97.88%), error:       865.49365, best error:       768.15771 on epoch:    30, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 133.4774475098s, input_fired_time: 1.2135061026, output_fired_time: 0.8665668964, propagate_forward_time: 51.2205810547, propagate_backward_time: 77.5317077637, weight_update_time: 0.1369532347, other_time: 2.6450958252
epoch time: 10.9042682648s, input_fired_time: 0.1363594085, output_fired_time: 0.0000000000, propagate_forward_time: 10.2899923325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779167175
validation[          , genome  6923] predictions:    9725/  10000 (97.25%), best:    9788/10000 (97.88%), error:       930.87439, best error:       768.15771 on epoch:    30, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 133.2907409668s, input_fired_time: 1.2064348459, output_fired_time: 0.8544390202, propagate_forward_time: 51.2820358276, propagate_backward_time: 77.3180541992, weight_update_time: 0.1372788101, other_time: 2.6297683716
epoch time: 10.8933515549s, input_fired_time: 0.1368084550, output_fired_time: 0.0000000000, propagate_forward_time: 10.2763948441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801483154
validation[          , genome  6923] predictions:    9743/  10000 (97.43%), best:    9788/10000 (97.88%), error:       869.07977, best error:       768.15771 on epoch:    30, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 133.1692352295s, input_fired_time: 1.2108945847, output_fired_time: 0.8596256971, propagate_forward_time: 51.1991691589, propagate_backward_time: 77.2505493164, weight_update_time: 0.1363784969, other_time: 2.6490020752
epoch time: 10.8962726593s, input_fired_time: 0.1362325698, output_fired_time: 0.0000000000, propagate_forward_time: 10.2778787613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821615219
validation[          , genome  6923] predictions:    9728/  10000 (97.28%), best:    9788/10000 (97.88%), error:       885.48090, best error:       768.15771 on epoch:    30, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 133.7275085449s, input_fired_time: 1.2162652016, output_fired_time: 0.8667011261, propagate_forward_time: 51.4011459351, propagate_backward_time: 77.5858383179, weight_update_time: 0.1368594319, other_time: 2.6575622559
epoch time: 10.8842525482s, input_fired_time: 0.1351827532, output_fired_time: 0.0000000000, propagate_forward_time: 10.2718429565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4772272110
validation[          , genome  6923] predictions:    9657/  10000 (96.57%), best:    9788/10000 (97.88%), error:      1042.90405, best error:       768.15771 on epoch:    30, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 132.8055877686s, input_fired_time: 1.2061619759, output_fired_time: 0.8521631956, propagate_forward_time: 51.1250610352, propagate_backward_time: 76.9898986816, weight_update_time: 0.1361788809, other_time: 2.6323089600
epoch time: 10.8944854736s, input_fired_time: 0.1361405849, output_fired_time: 0.0000000000, propagate_forward_time: 10.2806472778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776973724
validation[          , genome  6923] predictions:    9775/  10000 (97.75%), best:    9788/10000 (97.88%), error:       782.02966, best error:       768.15771 on epoch:    30, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 133.5173187256s, input_fired_time: 1.2137742043, output_fired_time: 0.8591116071, propagate_forward_time: 51.3931198120, propagate_backward_time: 77.4138870239, weight_update_time: 0.1365540475, other_time: 2.6374206543
epoch time: 10.8961038589s, input_fired_time: 0.1360429525, output_fired_time: 0.0000000000, propagate_forward_time: 10.2824468613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776144028
validation[          , genome  6923] predictions:    9748/  10000 (97.48%), best:    9788/10000 (97.88%), error:       825.74292, best error:       768.15771 on epoch:    30, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 133.7095031738s, input_fired_time: 1.2160277367, output_fired_time: 0.8651494384, propagate_forward_time: 51.4083671570, propagate_backward_time: 77.5709075928, weight_update_time: 0.1367638707, other_time: 2.6490478516
epoch time: 10.8923692703s, input_fired_time: 0.1358713508, output_fired_time: 0.0000000000, propagate_forward_time: 10.2751092911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813890457
validation[          , genome  6923] predictions:    9746/  10000 (97.46%), best:    9788/10000 (97.88%), error:       830.95563, best error:       768.15771 on epoch:    30, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 133.8418731689s, input_fired_time: 1.2193902731, output_fired_time: 0.8677950501, propagate_forward_time: 51.3575096130, propagate_backward_time: 77.7436828613, weight_update_time: 0.1377271563, other_time: 2.6534881592
epoch time: 10.8942918777s, input_fired_time: 0.1365810037, output_fired_time: 0.0000000000, propagate_forward_time: 10.2765779495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811325073
validation[          , genome  6923] predictions:    9769/  10000 (97.69%), best:    9788/10000 (97.88%), error:       802.88678, best error:       768.15771 on epoch:    30, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 133.7857818604s, input_fired_time: 1.2198576927, output_fired_time: 0.8653963208, propagate_forward_time: 51.3485717773, propagate_backward_time: 77.6942825317, weight_update_time: 0.1377377659, other_time: 2.6576614380
epoch time: 10.8846406937s, input_fired_time: 0.1365501434, output_fired_time: 0.0000000000, propagate_forward_time: 10.2688846588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792060852
validation[          , genome  6923] predictions:    9744/  10000 (97.44%), best:    9788/10000 (97.88%), error:       842.38397, best error:       768.15771 on epoch:    30, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 133.8532104492s, input_fired_time: 1.2222385406, output_fired_time: 0.8672170043, propagate_forward_time: 51.3602752686, propagate_backward_time: 77.7460403442, weight_update_time: 0.1378989667, other_time: 2.6574325562
epoch time: 10.8434839249s, input_fired_time: 0.1369159669, output_fired_time: 0.0000000000, propagate_forward_time: 10.2264471054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801206589
validation[          , genome  6923] predictions:    9752/  10000 (97.52%), best:    9788/10000 (97.88%), error:       837.49005, best error:       768.15771 on epoch:    30, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 133.4589538574s, input_fired_time: 1.2200545073, output_fired_time: 0.8658335209, propagate_forward_time: 51.2419242859, propagate_backward_time: 77.4783554077, weight_update_time: 0.1376997381, other_time: 2.6527938843
epoch time: 10.9017667770s, input_fired_time: 0.1372351050, output_fired_time: 0.0000000000, propagate_forward_time: 10.2850666046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794654846
validation[          , genome  6923] predictions:    9737/  10000 (97.37%), best:    9788/10000 (97.88%), error:       858.13489, best error:       768.15771 on epoch:    30, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 133.1900939941s, input_fired_time: 1.2138599157, output_fired_time: 0.8588608503, propagate_forward_time: 51.2150764465, propagate_backward_time: 77.2606277466, weight_update_time: 0.1375297904, other_time: 2.6416702271
epoch time: 10.8505935669s, input_fired_time: 0.1368001997, output_fired_time: 0.0000000000, propagate_forward_time: 10.2341985703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795951843
validation[          , genome  6923] predictions:    9760/  10000 (97.60%), best:    9788/10000 (97.88%), error:       816.66376, best error:       768.15771 on epoch:    30, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 133.2901153564s, input_fired_time: 1.2215559483, output_fired_time: 0.8674934506, propagate_forward_time: 51.1414413452, propagate_backward_time: 77.4015502930, weight_update_time: 0.1373939663, other_time: 2.6580734253
epoch time: 10.8998851776s, input_fired_time: 0.1375298798, output_fired_time: 0.0000000000, propagate_forward_time: 10.2782831192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840717316
validation[          , genome  6923] predictions:    9756/  10000 (97.56%), best:    9788/10000 (97.88%), error:       843.22778, best error:       768.15771 on epoch:    30, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 133.8228912354s, input_fired_time: 1.2273846865, output_fired_time: 0.8731269240, propagate_forward_time: 51.3540687561, propagate_backward_time: 77.7091522217, weight_update_time: 0.1381067038, other_time: 2.6591644287
epoch time: 10.8263654709s, input_fired_time: 0.1370415241, output_fired_time: 0.0000000000, propagate_forward_time: 10.2148237228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745006561
validation[          , genome  6923] predictions:    9723/  10000 (97.23%), best:    9788/10000 (97.88%), error:       914.61517, best error:       768.15771 on epoch:    30, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 133.3555755615s, input_fired_time: 1.2212888002, output_fired_time: 0.8626174927, propagate_forward_time: 51.1869239807, propagate_backward_time: 77.4305343628, weight_update_time: 0.1374332458, other_time: 2.6542129517
epoch time: 10.8333568573s, input_fired_time: 0.1366081089, output_fired_time: 0.0000000000, propagate_forward_time: 10.2165431976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4802055359
validation[          , genome  6923] predictions:    9652/  10000 (96.52%), best:    9788/10000 (97.88%), error:      1090.32544, best error:       768.15771 on epoch:    30, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 133.5501251221s, input_fired_time: 1.2243715525, output_fired_time: 0.8639149666, propagate_forward_time: 51.2928390503, propagate_backward_time: 77.5070953369, weight_update_time: 0.1380588859, other_time: 2.6619033813
epoch time: 10.8144969940s, input_fired_time: 0.1360626519, output_fired_time: 0.0000000000, propagate_forward_time: 10.2024536133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759807587
validation[          , genome  6923] predictions:    9699/  10000 (96.99%), best:    9788/10000 (97.88%), error:       997.64056, best error:       768.15771 on epoch:    30, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 132.9833831787s, input_fired_time: 1.2166869640, output_fired_time: 0.8567460179, propagate_forward_time: 51.1199722290, propagate_backward_time: 77.1472015381, weight_update_time: 0.1371953189, other_time: 2.6427688599
epoch time: 10.9057245255s, input_fired_time: 0.1383576244, output_fired_time: 0.0000000000, propagate_forward_time: 10.2861385345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812288284
validation[          , genome  6923] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       760.42975, best error:       760.42975 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 132.7011413574s, input_fired_time: 1.2222427130, output_fired_time: 0.8613251448, propagate_forward_time: 51.0041236877, propagate_backward_time: 76.9653244019, weight_update_time: 0.1363256276, other_time: 2.6481246948
epoch time: 10.7365570068s, input_fired_time: 0.1361938268, output_fired_time: 0.0000000000, propagate_forward_time: 10.1251907349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751720428
validation[          , genome  6923] predictions:    9682/  10000 (96.82%), best:    9769/10000 (97.69%), error:      1006.52118, best error:       760.42975 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 133.4155578613s, input_fired_time: 1.2174234390, output_fired_time: 0.8530570269, propagate_forward_time: 51.3740997314, propagate_backward_time: 77.3428421021, weight_update_time: 0.1371899545, other_time: 2.6281356812
epoch time: 10.8978433609s, input_fired_time: 0.1382306963, output_fired_time: 0.0000000000, propagate_forward_time: 10.2797002792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799127579
validation[          , genome  6923] predictions:    9690/  10000 (96.90%), best:    9769/10000 (97.69%), error:       960.25409, best error:       760.42975 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 132.9122314453s, input_fired_time: 1.2248913050, output_fired_time: 0.8525377512, propagate_forward_time: 51.1187400818, propagate_backward_time: 77.0798873901, weight_update_time: 0.1359610856, other_time: 2.6361770630
epoch time: 10.6337175369s, input_fired_time: 0.1355127543, output_fired_time: 0.0000000000, propagate_forward_time: 10.0255718231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726333618
validation[          , genome  6923] predictions:    9754/  10000 (97.54%), best:    9769/10000 (97.69%), error:       833.69128, best error:       760.42975 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 132.6342468262s, input_fired_time: 1.2195620537, output_fired_time: 0.8613988757, propagate_forward_time: 50.9444885254, propagate_backward_time: 76.9725570679, weight_update_time: 0.1364412457, other_time: 2.6362380981
epoch time: 10.9028272629s, input_fired_time: 0.1381543130, output_fired_time: 0.0000000000, propagate_forward_time: 10.2855958939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790773392
validation[          , genome  6923] predictions:    9764/  10000 (97.64%), best:    9769/10000 (97.69%), error:       830.37616, best error:       760.42975 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 132.3755187988s, input_fired_time: 1.2156939507, output_fired_time: 0.8558302522, propagate_forward_time: 50.9243087769, propagate_backward_time: 76.7337341309, weight_update_time: 0.1361039281, other_time: 2.6459426880
epoch time: 10.8261814117s, input_fired_time: 0.1368499249, output_fired_time: 0.0000000000, propagate_forward_time: 10.2116308212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777002335
validation[          , genome  6923] predictions:    9735/  10000 (97.35%), best:    9769/10000 (97.69%), error:       851.12781, best error:       760.42975 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 130.2812805176s, input_fired_time: 1.2072362900, output_fired_time: 0.8433476090, propagate_forward_time: 50.1776008606, propagate_backward_time: 75.4429092407, weight_update_time: 0.1342903078, other_time: 2.6101913452
epoch time: 10.8283863068s, input_fired_time: 0.1377186626, output_fired_time: 0.0000000000, propagate_forward_time: 10.2120933533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785747528
validation[          , genome  6923] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       820.20312, best error:       760.42975 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 131.5982818604s, input_fired_time: 1.2158663273, output_fired_time: 0.8492508531, propagate_forward_time: 50.6641578674, propagate_backward_time: 76.2415084839, weight_update_time: 0.1353254914, other_time: 2.6274948120
epoch time: 10.8448991776s, input_fired_time: 0.1373845488, output_fired_time: 0.0000000000, propagate_forward_time: 10.2325057983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750089645
validation[          , genome  6923] predictions:    9712/  10000 (97.12%), best:    9769/10000 (97.69%), error:       892.45050, best error:       760.42975 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 131.5226440430s, input_fired_time: 1.2175922394, output_fired_time: 0.8541088104, propagate_forward_time: 50.4671363831, propagate_backward_time: 76.3540878296, weight_update_time: 0.1352561116, other_time: 2.6297225952
epoch time: 10.0373620987s, input_fired_time: 0.1303067505, output_fired_time: 0.0000000000, propagate_forward_time: 9.4537649155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532899857
validation[          , genome  6923] predictions:    9764/  10000 (97.64%), best:    9769/10000 (97.69%), error:       766.32715, best error:       760.42975 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 132.7107391357s, input_fired_time: 1.2221038342, output_fired_time: 0.8634957075, propagate_forward_time: 50.9845352173, propagate_backward_time: 76.9969787598, weight_update_time: 0.1367216408, other_time: 2.6436233521
epoch time: 10.8883399963s, input_fired_time: 0.1375717819, output_fired_time: 0.0000000000, propagate_forward_time: 10.2723445892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784240723
validation[          , genome  6923] predictions:    9772/  10000 (97.72%), best:    9769/10000 (97.69%), error:       774.07275, best error:       760.42975 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 132.0534515381s, input_fired_time: 1.2176326513, output_fired_time: 0.8503793478, propagate_forward_time: 50.8079490662, propagate_backward_time: 76.5453109741, weight_update_time: 0.1358656585, other_time: 2.6321792603
epoch time: 10.8724851608s, input_fired_time: 0.1378753185, output_fired_time: 0.0000000000, propagate_forward_time: 10.2564258575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781837463
validation[          , genome  6923] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       857.16840, best error:       760.42975 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 131.8713531494s, input_fired_time: 1.2175666094, output_fired_time: 0.8506836891, propagate_forward_time: 50.7160148621, propagate_backward_time: 76.4641265869, weight_update_time: 0.1355973035, other_time: 2.6229705811
epoch time: 10.8829002380s, input_fired_time: 0.1394027621, output_fired_time: 0.0000000000, propagate_forward_time: 10.2651119232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783859253
validation[          , genome  6923] predictions:    9723/  10000 (97.23%), best:    9769/10000 (97.69%), error:       924.38116, best error:       760.42975 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 132.5820312500s, input_fired_time: 1.2213640213, output_fired_time: 0.8528384566, propagate_forward_time: 50.9885940552, propagate_backward_time: 76.8944168091, weight_update_time: 0.1360000521, other_time: 2.6248168945
epoch time: 10.8949260712s, input_fired_time: 0.1389269680, output_fired_time: 0.0000000000, propagate_forward_time: 10.2753915787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806079865
validation[          , genome  6923] predictions:    9748/  10000 (97.48%), best:    9769/10000 (97.69%), error:       812.85425, best error:       760.42975 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 131.5284729004s, input_fired_time: 1.2166886330, output_fired_time: 0.8497283459, propagate_forward_time: 50.6017608643, propagate_backward_time: 76.2341613770, weight_update_time: 0.1352911592, other_time: 2.6261291504
epoch time: 10.8276138306s, input_fired_time: 0.1396232694, output_fired_time: 0.0000000000, propagate_forward_time: 10.2098560333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781341553
validation[          , genome  6923] predictions:    9752/  10000 (97.52%), best:    9769/10000 (97.69%), error:       828.10052, best error:       760.42975 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 132.0905456543s, input_fired_time: 1.2228072882, output_fired_time: 0.8547530770, propagate_forward_time: 50.7165718079, propagate_backward_time: 76.6533508301, weight_update_time: 0.1358526051, other_time: 2.6430664062
epoch time: 10.8919696808s, input_fired_time: 0.1400498897, output_fired_time: 0.0000000000, propagate_forward_time: 10.2719316483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799880981
validation[          , genome  6923] predictions:    9704/  10000 (97.04%), best:    9769/10000 (97.69%), error:       953.69843, best error:       760.42975 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 130.9111633301s, input_fired_time: 1.2136197090, output_fired_time: 0.8430125713, propagate_forward_time: 50.3348922729, propagate_backward_time: 75.8971633911, weight_update_time: 0.1344238371, other_time: 2.6224670410
epoch time: 10.8859214783s, input_fired_time: 0.1388316900, output_fired_time: 0.0000000000, propagate_forward_time: 10.2671689987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799203873
validation[          , genome  6923] predictions:    9767/  10000 (97.67%), best:    9769/10000 (97.69%), error:       826.70660, best error:       760.42975 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 131.3550567627s, input_fired_time: 1.2184797525, output_fired_time: 0.8506683111, propagate_forward_time: 50.5067291260, propagate_backward_time: 76.1580886841, weight_update_time: 0.1348148137, other_time: 2.6211013794
epoch time: 10.8473825455s, input_fired_time: 0.1384625584, output_fired_time: 0.0000000000, propagate_forward_time: 10.2435922623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653272629
validation[          , genome  6923] predictions:    9664/  10000 (96.64%), best:    9769/10000 (97.69%), error:      1144.08618, best error:       760.42975 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 131.6217346191s, input_fired_time: 1.2219933271, output_fired_time: 0.8496639729, propagate_forward_time: 50.6338500977, propagate_backward_time: 76.2946853638, weight_update_time: 0.1346744597, other_time: 2.6215286255
epoch time: 10.8638086319s, input_fired_time: 0.1397008598, output_fired_time: 0.0000000000, propagate_forward_time: 10.2448244095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792833328
validation[          , genome  6923] predictions:    9736/  10000 (97.36%), best:    9769/10000 (97.69%), error:       876.26721, best error:       760.42975 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 132.4414978027s, input_fired_time: 1.2280936241, output_fired_time: 0.8610877395, propagate_forward_time: 50.8642807007, propagate_backward_time: 76.8551330566, weight_update_time: 0.1359259486, other_time: 2.6329116821
epoch time: 10.8933792114s, input_fired_time: 0.1398374140, output_fired_time: 0.0000000000, propagate_forward_time: 10.2761945724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773473740
validation[          , genome  6923] predictions:    9708/  10000 (97.08%), best:    9769/10000 (97.69%), error:       939.54504, best error:       760.42975 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 131.1952514648s, input_fired_time: 1.2158914804, output_fired_time: 0.8463025689, propagate_forward_time: 50.4424324036, propagate_backward_time: 76.0784072876, weight_update_time: 0.1349070817, other_time: 2.6122207642
epoch time: 10.5852241516s, input_fired_time: 0.1365443766, output_fired_time: 0.0000000000, propagate_forward_time: 9.9801025391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685773849
validation[          , genome  6923] predictions:    9743/  10000 (97.43%), best:    9769/10000 (97.69%), error:       857.91241, best error:       760.42975 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 131.0734405518s, input_fired_time: 1.2219787836, output_fired_time: 0.8496828079, propagate_forward_time: 50.3825759888, propagate_backward_time: 76.0055389404, weight_update_time: 0.1347580105, other_time: 2.6136550903
epoch time: 10.9012117386s, input_fired_time: 0.1404623389, output_fired_time: 0.0000000000, propagate_forward_time: 10.2826566696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780931473
validation[          , genome  6923] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       829.12628, best error:       760.42975 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 133.5406341553s, input_fired_time: 1.2359745502, output_fired_time: 0.8618911505, propagate_forward_time: 51.3303413391, propagate_backward_time: 77.4723663330, weight_update_time: 0.1365347952, other_time: 2.6400604248
epoch time: 10.8778657913s, input_fired_time: 0.1409797072, output_fired_time: 0.0000000000, propagate_forward_time: 10.2573280334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795579910
validation[          , genome  6923] predictions:    9759/  10000 (97.59%), best:    9769/10000 (97.69%), error:       798.51093, best error:       760.42975 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 133.4532470703s, input_fired_time: 1.2374767065, output_fired_time: 0.8629077673, propagate_forward_time: 51.2709846497, propagate_backward_time: 77.4367218018, weight_update_time: 0.1364613324, other_time: 2.6451568604
epoch time: 10.8799533844s, input_fired_time: 0.1400686651, output_fired_time: 0.0000000000, propagate_forward_time: 10.2615623474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783220291
validation[          , genome  6923] predictions:    9763/  10000 (97.63%), best:    9769/10000 (97.69%), error:       808.07013, best error:       760.42975 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 133.5455780029s, input_fired_time: 1.2395496368, output_fired_time: 0.8638759851, propagate_forward_time: 51.3361701965, propagate_backward_time: 77.4587860107, weight_update_time: 0.1367176473, other_time: 2.6472015381
epoch time: 10.8920755386s, input_fired_time: 0.1413595676, output_fired_time: 0.0000000000, propagate_forward_time: 10.2705831528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801330566
validation[          , genome  6923] predictions:    9736/  10000 (97.36%), best:    9769/10000 (97.69%), error:       887.20630, best error:       760.42975 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 133.9146728516s, input_fired_time: 1.2395513058, output_fired_time: 0.8684356213, propagate_forward_time: 51.3449020386, propagate_backward_time: 77.8116455078, weight_update_time: 0.1374388933, other_time: 2.6501388550
epoch time: 10.8964061737s, input_fired_time: 0.1409693509, output_fired_time: 0.0000000000, propagate_forward_time: 10.2738952637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815416336
validation[          , genome  6923] predictions:    9757/  10000 (97.57%), best:    9769/10000 (97.69%), error:       871.17426, best error:       760.42975 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 133.8140869141s, input_fired_time: 1.2399507761, output_fired_time: 0.8669061065, propagate_forward_time: 51.3845634460, propagate_backward_time: 77.6803131104, weight_update_time: 0.1376931667, other_time: 2.6423492432
epoch time: 10.9054079056s, input_fired_time: 0.1409433037, output_fired_time: 0.0000000000, propagate_forward_time: 10.2847776413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796867371
validation[          , genome  6923] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       758.63007, best error:       758.63007 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 132.9765777588s, input_fired_time: 1.2360875607, output_fired_time: 0.8599351645, propagate_forward_time: 51.0859451294, propagate_backward_time: 77.1602630615, weight_update_time: 0.1369172484, other_time: 2.6343460083
epoch time: 10.7872734070s, input_fired_time: 0.1403797865, output_fired_time: 0.0000000000, propagate_forward_time: 10.1686935425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781999588
validation[          , genome  6923] predictions:    9766/  10000 (97.66%), best:    9775/10000 (97.75%), error:       819.67908, best error:       758.63007 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 133.5021209717s, input_fired_time: 1.2400405407, output_fired_time: 0.8628715277, propagate_forward_time: 51.3330993652, propagate_backward_time: 77.4147872925, weight_update_time: 0.1365987957, other_time: 2.6513290405
epoch time: 10.8434505463s, input_fired_time: 0.1414170116, output_fired_time: 0.0000000000, propagate_forward_time: 10.2238435745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781904221
validation[          , genome  6923] predictions:    9732/  10000 (97.32%), best:    9775/10000 (97.75%), error:       893.62885, best error:       758.63007 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 133.4666290283s, input_fired_time: 1.2430108786, output_fired_time: 0.8599191904, propagate_forward_time: 51.3169364929, propagate_backward_time: 77.4056243896, weight_update_time: 0.1365077049, other_time: 2.6411285400
epoch time: 10.8550357819s, input_fired_time: 0.1427336335, output_fired_time: 0.0000000000, propagate_forward_time: 10.2328767776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794254303
validation[          , genome  6923] predictions:    9734/  10000 (97.34%), best:    9775/10000 (97.75%), error:       848.63599, best error:       758.63007 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 133.3350524902s, input_fired_time: 1.2383987904, output_fired_time: 0.8568651676, propagate_forward_time: 51.2576408386, propagate_backward_time: 77.3430557251, weight_update_time: 0.1362888664, other_time: 2.6390762329
epoch time: 10.8860988617s, input_fired_time: 0.1421794891, output_fired_time: 0.0000000000, propagate_forward_time: 10.2663393021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775800705
validation[          , genome  6923] predictions:    9772/  10000 (97.72%), best:    9775/10000 (97.75%), error:       809.76300, best error:       758.63007 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 133.2989654541s, input_fired_time: 1.2413815260, output_fired_time: 0.8601906300, propagate_forward_time: 51.2194900513, propagate_backward_time: 77.3219833374, weight_update_time: 0.1366733015, other_time: 2.6559295654
epoch time: 10.7769889832s, input_fired_time: 0.1407632679, output_fired_time: 0.0000000000, propagate_forward_time: 10.1627016068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735240936
validation[          , genome  6923] predictions:    9748/  10000 (97.48%), best:    9775/10000 (97.75%), error:       850.71307, best error:       758.63007 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 133.1021118164s, input_fired_time: 1.2383651733, output_fired_time: 0.8559312224, propagate_forward_time: 51.1896171570, propagate_backward_time: 77.1710052490, weight_update_time: 0.1366871446, other_time: 2.6471862793
epoch time: 10.9060831070s, input_fired_time: 0.1423141658, output_fired_time: 0.0000000000, propagate_forward_time: 10.2851610184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786081314
validation[          , genome  6923] predictions:    9751/  10000 (97.51%), best:    9775/10000 (97.75%), error:       815.88336, best error:       758.63007 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 133.6876525879s, input_fired_time: 1.2471946478, output_fired_time: 0.8631243706, propagate_forward_time: 51.4206314087, propagate_backward_time: 77.4990310669, weight_update_time: 0.1370352209, other_time: 2.6576690674
epoch time: 10.9054126740s, input_fired_time: 0.1428553462, output_fired_time: 0.0000000000, propagate_forward_time: 10.2833404541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792165756
validation[          , genome  6923] predictions:    9756/  10000 (97.56%), best:    9775/10000 (97.75%), error:       833.01544, best error:       758.63007 on epoch:    93, 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: 54.5500068665s, input_fired_time: 0.7135804296, output_fired_time: 0.0000000000, propagate_forward_time: 51.4021644592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4342613220
best training[          , genome  6923] predictions:   49688/  50000 (99.38%), best:    9775/10000 (97.75%), error:      1377.60498, best error:       758.63007 on epoch:    93, 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: 10.7177619934s, input_fired_time: 0.1380993724, output_fired_time: 0.0000000000, propagate_forward_time: 10.1052465439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744157791
   testing[          , genome  6923] predictions:    9770/  10000 (97.70%), best:    9775/10000 (97.75%), error:       731.16425, best error:       758.63007 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:41:44 (73000): called boinc_finish(0)

</stderr_txt>
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