Nameexact_genome_1512568488_45_3230_0
Workunit2587397
Created7 Dec 2017, 3:45:49 UTC
Sent7 Dec 2017, 3:47:28 UTC
Report deadline11 Dec 2017, 6:39:02 UTC
Received7 Dec 2017, 14:17:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time2 hours 26 min 39 sec
CPU time2 hours 21 min 40 sec
Validate stateValid
Credit1,029.79
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.93 MB
Peak swap size156.27 MB
Peak disk usage1.55 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
d_time: 0.0755545124, output_fired_time: 0.0000000000, propagate_forward_time: 5.8268375397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549641609
validation[          , genome  3230] predictions:    9596/  10000 (95.96%), best:    9586/10000 (95.86%), error:      1437.42407, best error:      1403.72791 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 91.6004486084s, input_fired_time: 0.6622359753, output_fired_time: 0.6039227843, propagate_forward_time: 35.8830909729, propagate_backward_time: 51.5946502686, weight_update_time: 0.1401257068, other_time: 2.8565483093
epoch time: 6.3916339874s, input_fired_time: 0.0775586069, output_fired_time: 0.0000000000, propagate_forward_time: 5.8484439850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656314850
validation[          , genome  3230] predictions:    9563/  10000 (95.63%), best:    9586/10000 (95.86%), error:      1463.17273, best error:      1403.72791 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 89.5423278809s, input_fired_time: 0.7056747079, output_fired_time: 0.6003167629, propagate_forward_time: 33.0568008423, propagate_backward_time: 52.3117828369, weight_update_time: 0.1395499110, other_time: 2.8677520752
epoch time: 7.3828601837s, input_fired_time: 0.0836551189, output_fired_time: 0.0000000000, propagate_forward_time: 6.8052010536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940037727
validation[          , genome  3230] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1376.50037, best error:      1376.50037 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 81.5560073853s, input_fired_time: 0.6087102294, output_fired_time: 1.5340209007, propagate_forward_time: 30.4825630188, propagate_backward_time: 45.2624435425, weight_update_time: 0.1279071122, other_time: 3.6682701111
epoch time: 7.5759563446s, input_fired_time: 0.0813538730, output_fired_time: 0.0000000000, propagate_forward_time: 7.0155801773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790225029
validation[          , genome  3230] predictions:    9561/  10000 (95.61%), best:    9575/10000 (95.75%), error:      1483.20630, best error:      1376.50037 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 81.0844039917s, input_fired_time: 0.6039994359, output_fired_time: 0.5363390446, propagate_forward_time: 31.2279644012, propagate_backward_time: 46.0969047546, weight_update_time: 0.1281182766, other_time: 2.6191978455
epoch time: 6.3005528450s, input_fired_time: 0.0755896568, output_fired_time: 0.0000000000, propagate_forward_time: 5.7723193169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526438713
validation[          , genome  3230] predictions:    9537/  10000 (95.37%), best:    9575/10000 (95.75%), error:      1553.59924, best error:      1376.50037 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 92.2034912109s, input_fired_time: 0.6508843303, output_fired_time: 0.6031516194, propagate_forward_time: 34.8822517395, propagate_backward_time: 53.1618003845, weight_update_time: 0.1354662627, other_time: 2.9054031372
epoch time: 6.2688860893s, input_fired_time: 0.0757543519, output_fired_time: 0.0000000000, propagate_forward_time: 5.7376232147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555087090
validation[          , genome  3230] predictions:    9518/  10000 (95.18%), best:    9575/10000 (95.75%), error:      1546.22083, best error:      1376.50037 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 81.3124771118s, input_fired_time: 0.6078396440, output_fired_time: 0.5273933411, propagate_forward_time: 30.4026775360, propagate_backward_time: 46.1479530334, weight_update_time: 0.1280474812, other_time: 3.6266136169
epoch time: 6.1711826324s, input_fired_time: 0.0766408667, output_fired_time: 0.0000000000, propagate_forward_time: 5.6391115189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554300308
validation[          , genome  3230] predictions:    9560/  10000 (95.60%), best:    9575/10000 (95.75%), error:      1545.15344, best error:      1376.50037 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 80.9484939575s, input_fired_time: 0.6045692563, output_fired_time: 0.5241910219, propagate_forward_time: 31.1750259399, propagate_backward_time: 45.9958686829, weight_update_time: 0.1278495491, other_time: 2.6488380432
epoch time: 7.6595067978s, input_fired_time: 0.0808524340, output_fired_time: 0.0000000000, propagate_forward_time: 7.1056327820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730215073
validation[          , genome  3230] predictions:    9585/  10000 (95.85%), best:    9585/10000 (95.85%), error:      1366.14856, best error:      1366.14856 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 81.4013290405s, input_fired_time: 0.6065216660, output_fired_time: 0.5397312641, propagate_forward_time: 31.3556823730, propagate_backward_time: 46.2821846008, weight_update_time: 0.1279565394, other_time: 2.6172065735
epoch time: 6.3100991249s, input_fired_time: 0.0775312483, output_fired_time: 0.0000000000, propagate_forward_time: 5.7715759277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609918594
validation[          , genome  3230] predictions:    9578/  10000 (95.78%), best:    9585/10000 (95.85%), error:      1469.01685, best error:      1366.14856 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 81.1354904175s, input_fired_time: 0.6028004289, output_fired_time: 0.5244098902, propagate_forward_time: 29.3262462616, propagate_backward_time: 48.0937843323, weight_update_time: 0.1263507307, other_time: 2.5882530212
epoch time: 7.7724633217s, input_fired_time: 0.0823518261, output_fired_time: 0.0000000000, propagate_forward_time: 6.1915044785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4986071587
validation[          , genome  3230] predictions:    9522/  10000 (95.22%), best:    9585/10000 (95.85%), error:      1555.08301, best error:      1366.14856 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 81.4039382935s, input_fired_time: 0.6028589606, output_fired_time: 0.5242165327, propagate_forward_time: 30.4340362549, propagate_backward_time: 47.2408752441, weight_update_time: 0.1268745363, other_time: 2.6019515991
epoch time: 6.3342413902s, input_fired_time: 0.0770846158, output_fired_time: 0.0000000000, propagate_forward_time: 5.7895827293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675741196
validation[          , genome  3230] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1343.59192, best error:      1343.59192 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 80.9693984985s, input_fired_time: 1.6115401983, output_fired_time: 0.5219752789, propagate_forward_time: 31.3481101990, propagate_backward_time: 44.9058418274, weight_update_time: 0.1265203208, other_time: 2.5819320679
epoch time: 7.5008902550s, input_fired_time: 0.0796346292, output_fired_time: 0.0000000000, propagate_forward_time: 6.9487400055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725155830
validation[          , genome  3230] predictions:    9612/  10000 (96.12%), best:    9615/10000 (96.15%), error:      1344.14771, best error:      1343.59192 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 81.2896804810s, input_fired_time: 0.6078040600, output_fired_time: 0.5260848403, propagate_forward_time: 30.3108596802, propagate_backward_time: 47.2477226257, weight_update_time: 0.1271427274, other_time: 2.5972099304
epoch time: 6.0846304893s, input_fired_time: 0.0737702474, output_fired_time: 0.0000000000, propagate_forward_time: 5.5727233887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381370544
validation[          , genome  3230] predictions:    9600/  10000 (96.00%), best:    9615/10000 (96.15%), error:      1410.32617, best error:      1343.59192 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 81.5433883667s, input_fired_time: 0.6114829779, output_fired_time: 0.5293672681, propagate_forward_time: 29.4950847626, propagate_backward_time: 48.2758407593, weight_update_time: 0.1289104968, other_time: 2.6316146851
epoch time: 6.1312747002s, input_fired_time: 0.0743346736, output_fired_time: 0.0000000000, propagate_forward_time: 5.6164541245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404859543
validation[          , genome  3230] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1289.90576, best error:      1289.90576 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 81.4365310669s, input_fired_time: 0.6057504416, output_fired_time: 0.5250210166, propagate_forward_time: 30.3651695251, propagate_backward_time: 47.3191299438, weight_update_time: 0.1275386810, other_time: 2.6214561462
epoch time: 7.5536031723s, input_fired_time: 0.0800407678, output_fired_time: 0.0000000000, propagate_forward_time: 6.9998207092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737415314
validation[          , genome  3230] predictions:    9580/  10000 (95.80%), best:    9606/10000 (96.06%), error:      1395.94531, best error:      1289.90576 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 91.0563430786s, input_fired_time: 0.6946299672, output_fired_time: 0.5907849073, propagate_forward_time: 34.3585166931, propagate_backward_time: 52.5001602173, weight_update_time: 0.1276374161, other_time: 2.9122505188
epoch time: 7.2882857323s, input_fired_time: 0.0789181739, output_fired_time: 0.0000000000, propagate_forward_time: 6.7429747581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663929939
validation[          , genome  3230] predictions:    9564/  10000 (95.64%), best:    9606/10000 (96.06%), error:      1438.55420, best error:      1289.90576 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 81.5724105835s, input_fired_time: 0.6100127101, output_fired_time: 0.5252442956, propagate_forward_time: 29.5295639038, propagate_backward_time: 48.2924957275, weight_update_time: 0.1284530759, other_time: 2.6150894165
epoch time: 6.3898344040s, input_fired_time: 0.0772976354, output_fired_time: 0.0000000000, propagate_forward_time: 5.8526291847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4599075317
validation[          , genome  3230] predictions:    9537/  10000 (95.37%), best:    9606/10000 (96.06%), error:      1556.29688, best error:      1289.90576 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 81.4409027100s, input_fired_time: 0.6074166298, output_fired_time: 0.5257675648, propagate_forward_time: 29.4035968781, propagate_backward_time: 47.2394828796, weight_update_time: 0.1282639205, other_time: 3.6646461487
epoch time: 7.4763860703s, input_fired_time: 0.0804805607, output_fired_time: 0.0000000000, propagate_forward_time: 6.9153046608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806008339
validation[          , genome  3230] predictions:    9520/  10000 (95.20%), best:    9606/10000 (96.06%), error:      1575.56946, best error:      1289.90576 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 80.8162155151s, input_fired_time: 0.6109074354, output_fired_time: 0.5236236453, propagate_forward_time: 29.1469173431, propagate_backward_time: 46.9114151001, weight_update_time: 0.1279379129, other_time: 3.6233520508
epoch time: 6.3082842827s, input_fired_time: 0.0760456547, output_fired_time: 0.0000000000, propagate_forward_time: 5.7773776054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548611641
validation[          , genome  3230] predictions:    9587/  10000 (95.87%), best:    9606/10000 (96.06%), error:      1389.18835, best error:      1289.90576 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 82.1190032959s, input_fired_time: 0.6147696972, output_fired_time: 0.5297344327, propagate_forward_time: 30.6819000244, propagate_backward_time: 46.6196746826, weight_update_time: 0.1296953559, other_time: 3.6729278564
epoch time: 7.5454163551s, input_fired_time: 0.0794332623, output_fired_time: 0.0000000000, propagate_forward_time: 6.9936885834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722943306
validation[          , genome  3230] predictions:    9601/  10000 (96.01%), best:    9606/10000 (96.06%), error:      1384.33374, best error:      1289.90576 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 81.2081909180s, input_fired_time: 0.6050394177, output_fired_time: 0.5272953510, propagate_forward_time: 31.2953453064, propagate_backward_time: 46.1261711121, weight_update_time: 0.1397057474, other_time: 2.6543350220
epoch time: 12.4219589233s, input_fired_time: 0.1038675979, output_fired_time: 0.0000000000, propagate_forward_time: 11.4080638885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9100275040
validation[          , genome  3230] predictions:    9539/  10000 (95.39%), best:    9606/10000 (96.06%), error:      1504.82031, best error:      1289.90576 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 90.5729751587s, input_fired_time: 0.6581683755, output_fired_time: 0.5750695467, propagate_forward_time: 33.4550094604, propagate_backward_time: 52.9170951843, weight_update_time: 0.1721053869, other_time: 2.9676322937
epoch time: 6.3532867432s, input_fired_time: 0.0768329501, output_fired_time: 0.0000000000, propagate_forward_time: 5.8112273216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652266502
validation[          , genome  3230] predictions:    9501/  10000 (95.01%), best:    9606/10000 (96.06%), error:      1710.52991, best error:      1289.90576 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 80.8013305664s, input_fired_time: 0.6063545346, output_fired_time: 0.5233533978, propagate_forward_time: 32.1611747742, propagate_backward_time: 44.9018516541, weight_update_time: 0.1270103753, other_time: 2.6085968018
epoch time: 7.6623330116s, input_fired_time: 0.0796658769, output_fired_time: 0.0000000000, propagate_forward_time: 7.1089029312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737644196
validation[          , genome  3230] predictions:    9589/  10000 (95.89%), best:    9606/10000 (96.06%), error:      1438.77722, best error:      1289.90576 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 81.3844528198s, input_fired_time: 0.6149703860, output_fired_time: 0.5256791115, propagate_forward_time: 30.3880443573, propagate_backward_time: 47.2427673340, weight_update_time: 0.1278636456, other_time: 2.6129913330
epoch time: 6.3193321228s, input_fired_time: 0.0769247636, output_fired_time: 0.0000000000, propagate_forward_time: 5.7889652252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534420967
validation[          , genome  3230] predictions:    9609/  10000 (96.09%), best:    9606/10000 (96.06%), error:      1347.53369, best error:      1289.90576 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 80.1916580200s, input_fired_time: 0.6002843976, output_fired_time: 0.5173105597, propagate_forward_time: 30.9383735657, propagate_backward_time: 45.5376510620, weight_update_time: 0.1266550720, other_time: 2.5980415344
epoch time: 6.3869524002s, input_fired_time: 0.0758149698, output_fired_time: 0.0000000000, propagate_forward_time: 5.8583569527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527802467
validation[          , genome  3230] predictions:    9569/  10000 (95.69%), best:    9606/10000 (96.06%), error:      1420.42456, best error:      1289.90576 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 81.4191741943s, input_fired_time: 0.6108382940, output_fired_time: 0.5247672796, propagate_forward_time: 31.4081516266, propagate_backward_time: 46.2232742310, weight_update_time: 0.1283748448, other_time: 2.6521453857
epoch time: 7.6783528328s, input_fired_time: 0.0810156837, output_fired_time: 0.0000000000, propagate_forward_time: 7.1210880280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762492180
validation[          , genome  3230] predictions:    9586/  10000 (95.86%), best:    9606/10000 (96.06%), error:      1461.58215, best error:      1289.90576 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 81.1818923950s, input_fired_time: 0.6067375541, output_fired_time: 0.5230646133, propagate_forward_time: 29.3383903503, propagate_backward_time: 48.0957298279, weight_update_time: 0.1281661540, other_time: 2.6179733276
epoch time: 6.3081631660s, input_fired_time: 0.0778718814, output_fired_time: 0.0000000000, propagate_forward_time: 5.7692203522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610710144
validation[          , genome  3230] predictions:    9622/  10000 (96.22%), best:    9622/10000 (96.22%), error:      1275.01367, best error:      1275.01367 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 81.3248672485s, input_fired_time: 0.6083086729, output_fired_time: 0.5226747990, propagate_forward_time: 30.3687591553, propagate_backward_time: 47.2155952454, weight_update_time: 0.1273822784, other_time: 2.6095314026
epoch time: 7.5758295059s, input_fired_time: 0.0795686692, output_fired_time: 0.0000000000, propagate_forward_time: 7.0189628601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4772977829
validation[          , genome  3230] predictions:    9608/  10000 (96.08%), best:    9622/10000 (96.22%), error:      1314.41504, best error:      1275.01367 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 81.5292434692s, input_fired_time: 0.6120582819, output_fired_time: 0.5261109471, propagate_forward_time: 31.4706630707, propagate_backward_time: 46.2960700989, weight_update_time: 0.1302377582, other_time: 2.6243400574
epoch time: 6.2606425285s, input_fired_time: 0.0753980875, output_fired_time: 0.0000000000, propagate_forward_time: 5.7364463806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487981796
validation[          , genome  3230] predictions:    9588/  10000 (95.88%), best:    9622/10000 (96.22%), error:      1419.56763, best error:      1275.01367 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 81.2792663574s, input_fired_time: 0.6049562097, output_fired_time: 0.5225007534, propagate_forward_time: 31.3376941681, propagate_backward_time: 46.2193107605, weight_update_time: 0.1272757202, other_time: 2.5948066711
epoch time: 7.5920405388s, input_fired_time: 0.0803251192, output_fired_time: 0.0000000000, propagate_forward_time: 7.0468134880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649019241
validation[          , genome  3230] predictions:    9614/  10000 (96.14%), best:    9622/10000 (96.22%), error:      1312.34448, best error:      1275.01367 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 80.8931579590s, input_fired_time: 0.6081450582, output_fired_time: 0.5239686966, propagate_forward_time: 31.2169342041, propagate_backward_time: 45.9405250549, weight_update_time: 0.1274844706, other_time: 2.6035804749
epoch time: 6.3330287933s, input_fired_time: 0.0768622309, output_fired_time: 0.0000000000, propagate_forward_time: 5.8032531738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529132843
validation[          , genome  3230] predictions:    9608/  10000 (96.08%), best:    9622/10000 (96.22%), error:      1288.05310, best error:      1275.01367 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 80.9896621704s, input_fired_time: 0.6035406590, output_fired_time: 0.5221796036, propagate_forward_time: 29.2518043518, propagate_backward_time: 47.0117492676, weight_update_time: 0.1266546100, other_time: 3.6003913879
epoch time: 6.1825542450s, input_fired_time: 0.0764311850, output_fired_time: 0.0000000000, propagate_forward_time: 5.6589183807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472045898
validation[          , genome  3230] predictions:    9603/  10000 (96.03%), best:    9622/10000 (96.22%), error:      1361.73816, best error:      1275.01367 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 81.5074615479s, input_fired_time: 0.6111808419, output_fired_time: 0.5250039101, propagate_forward_time: 30.3882732391, propagate_backward_time: 47.3648719788, weight_update_time: 0.1280103177, other_time: 2.6181297302
epoch time: 7.6270685196s, input_fired_time: 0.0815337002, output_fired_time: 0.0000000000, propagate_forward_time: 7.0660138130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795207977
validation[          , genome  3230] predictions:    9570/  10000 (95.70%), best:    9622/10000 (96.22%), error:      1439.77563, best error:      1275.01367 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 81.3466491699s, input_fired_time: 0.6065152287, output_fired_time: 0.5255879164, propagate_forward_time: 31.3526687622, propagate_backward_time: 45.2502174377, weight_update_time: 0.1273389161, other_time: 3.6116600037
epoch time: 6.2684335709s, input_fired_time: 0.0767108053, output_fired_time: 0.0000000000, propagate_forward_time: 5.7420182228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497046471
validation[          , genome  3230] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1253.91833, best error:      1253.91833 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 81.8486022949s, input_fired_time: 0.6115363240, output_fired_time: 0.5276968479, propagate_forward_time: 32.6138839722, propagate_backward_time: 45.4135246277, weight_update_time: 0.1285454035, other_time: 2.6819648743
epoch time: 7.5034475327s, input_fired_time: 0.0782081187, output_fired_time: 0.0000000000, propagate_forward_time: 6.9606180191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646215439
validation[          , genome  3230] predictions:    9594/  10000 (95.94%), best:    9634/10000 (96.34%), error:      1393.60583, best error:      1253.91833 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 80.7763977051s, input_fired_time: 0.6033114791, output_fired_time: 0.5221329927, propagate_forward_time: 29.1903152466, propagate_backward_time: 47.8808326721, weight_update_time: 0.1261014491, other_time: 2.5798072815
epoch time: 6.3274264336s, input_fired_time: 0.0770083368, output_fired_time: 0.0000000000, propagate_forward_time: 5.7982139587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522042274
validation[          , genome  3230] predictions:    9609/  10000 (96.09%), best:    9634/10000 (96.34%), error:      1334.53125, best error:      1253.91833 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 91.3841400146s, input_fired_time: 0.6793001890, output_fired_time: 0.5873793364, propagate_forward_time: 38.3028411865, propagate_backward_time: 48.9094314575, weight_update_time: 0.1393602639, other_time: 2.9051895142
epoch time: 6.3924727440s, input_fired_time: 0.0776251480, output_fired_time: 0.0000000000, propagate_forward_time: 5.8657946587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490528107
validation[          , genome  3230] predictions:    9623/  10000 (96.23%), best:    9623/10000 (96.23%), error:      1243.64575, best error:      1243.64575 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 81.3107452393s, input_fired_time: 0.6093626022, output_fired_time: 0.5247355103, propagate_forward_time: 30.4232025146, propagate_backward_time: 46.1354713440, weight_update_time: 0.1284066141, other_time: 3.6179771423
epoch time: 6.3118042946s, input_fired_time: 0.0768030658, output_fired_time: 0.0000000000, propagate_forward_time: 5.7806529999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543480873
validation[          , genome  3230] predictions:    9610/  10000 (96.10%), best:    9623/10000 (96.23%), error:      1341.48145, best error:      1243.64575 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 81.9740371704s, input_fired_time: 0.6050524712, output_fired_time: 0.5214850903, propagate_forward_time: 32.3077888489, propagate_backward_time: 45.9569206238, weight_update_time: 0.1262260228, other_time: 2.5827941895
epoch time: 6.5336480141s, input_fired_time: 0.0789870992, output_fired_time: 0.0000000000, propagate_forward_time: 5.9860205650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686403275
validation[          , genome  3230] predictions:    9597/  10000 (95.97%), best:    9623/10000 (96.23%), error:      1329.35388, best error:      1243.64575 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 81.5856933594s, input_fired_time: 0.6202284098, output_fired_time: 0.5269884467, propagate_forward_time: 32.4905662537, propagate_backward_time: 45.3528175354, weight_update_time: 0.1274371296, other_time: 2.5950927734
epoch time: 6.2538080215s, input_fired_time: 0.0762963220, output_fired_time: 0.0000000000, propagate_forward_time: 5.7308535576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466581345
validation[          , genome  3230] predictions:    9584/  10000 (95.84%), best:    9623/10000 (96.23%), error:      1403.40356, best error:      1243.64575 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 81.3620147705s, input_fired_time: 0.6185320020, output_fired_time: 0.5242357254, propagate_forward_time: 31.3320198059, propagate_backward_time: 46.2746276855, weight_update_time: 0.1272166222, other_time: 2.6125984192
epoch time: 7.6605291367s, input_fired_time: 0.0812639073, output_fired_time: 0.0000000000, propagate_forward_time: 7.1050248146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742403030
validation[          , genome  3230] predictions:    9573/  10000 (95.73%), best:    9623/10000 (96.23%), error:      1530.96594, best error:      1243.64575 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 80.7898406982s, input_fired_time: 0.6099758148, output_fired_time: 0.5208792686, propagate_forward_time: 31.2012081146, propagate_backward_time: 45.8534965515, weight_update_time: 0.1275269687, other_time: 2.6042747498
epoch time: 6.2639851570s, input_fired_time: 0.0768099204, output_fired_time: 0.0000000000, propagate_forward_time: 5.7358980179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512772560
validation[          , genome  3230] predictions:    9579/  10000 (95.79%), best:    9623/10000 (96.23%), error:      1479.89685, best error:      1243.64575 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 81.5233688354s, input_fired_time: 0.6124789119, output_fired_time: 0.5252843499, propagate_forward_time: 31.5036258698, propagate_backward_time: 46.2899780273, weight_update_time: 0.1271218807, other_time: 2.5920028687
epoch time: 9.1369419098s, input_fired_time: 0.1128811240, output_fired_time: 0.0000000000, propagate_forward_time: 8.4473562241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767049789
validation[          , genome  3230] predictions:    9613/  10000 (96.13%), best:    9623/10000 (96.23%), error:      1308.31873, best error:      1243.64575 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 91.1755981445s, input_fired_time: 0.7307001948, output_fired_time: 0.6487916112, propagate_forward_time: 35.1820144653, propagate_backward_time: 51.6903038025, weight_update_time: 0.1426513046, other_time: 2.9237937927
epoch time: 7.6922245026s, input_fired_time: 0.0818449855, output_fired_time: 0.0000000000, propagate_forward_time: 7.1328196526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775600433
validation[          , genome  3230] predictions:    9595/  10000 (95.95%), best:    9623/10000 (96.23%), error:      1347.38196, best error:      1243.64575 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 85.9451065063s, input_fired_time: 0.6287423372, output_fired_time: 0.5547183752, propagate_forward_time: 33.2566986084, propagate_backward_time: 48.7147941589, weight_update_time: 0.1286187768, other_time: 2.7901496887
epoch time: 6.3215632439s, input_fired_time: 0.0776348338, output_fired_time: 0.0000000000, propagate_forward_time: 5.7933931351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505352974
validation[          , genome  3230] predictions:    9575/  10000 (95.75%), best:    9623/10000 (96.23%), error:      1390.90967, best error:      1243.64575 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 81.6972656250s, input_fired_time: 0.6219646335, output_fired_time: 0.5267582536, propagate_forward_time: 31.4899578094, propagate_backward_time: 46.4066276550, weight_update_time: 0.1431284696, other_time: 2.6519584656
epoch time: 7.6288104057s, input_fired_time: 0.0814139470, output_fired_time: 0.0000000000, propagate_forward_time: 7.0716652870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4757313728
validation[          , genome  3230] predictions:    9631/  10000 (96.31%), best:    9623/10000 (96.23%), error:      1262.17102, best error:      1243.64575 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 81.1018981934s, input_fired_time: 0.6101587415, output_fired_time: 0.5205503106, propagate_forward_time: 29.2806968689, propagate_backward_time: 48.0718994141, weight_update_time: 0.1287467182, other_time: 2.6185874939
epoch time: 6.1566715240s, input_fired_time: 0.0760128573, output_fired_time: 0.0000000000, propagate_forward_time: 5.6372323036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434261322
validation[          , genome  3230] predictions:    9565/  10000 (95.65%), best:    9623/10000 (96.23%), error:      1438.64453, best error:      1243.64575 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 81.8255157471s, input_fired_time: 0.6178060174, output_fired_time: 0.5383962393, propagate_forward_time: 32.6115226746, propagate_backward_time: 44.4128341675, weight_update_time: 0.1286265552, other_time: 3.6449546814
epoch time: 7.5532422066s, input_fired_time: 0.0806085393, output_fired_time: 0.0000000000, propagate_forward_time: 7.0034322739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692015648
validation[          , genome  3230] predictions:    9598/  10000 (95.98%), best:    9623/10000 (96.23%), error:      1314.18408, best error:      1243.64575 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 81.7704849243s, input_fired_time: 0.6117377281, output_fired_time: 0.5263898969, propagate_forward_time: 31.5709381104, propagate_backward_time: 46.4184379578, weight_update_time: 0.1298214495, other_time: 2.6429786682
epoch time: 10.6187448502s, input_fired_time: 0.1082962528, output_fired_time: 0.0000000000, propagate_forward_time: 9.7540426254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7564058304
validation[          , genome  3230] predictions:    9619/  10000 (96.19%), best:    9623/10000 (96.23%), error:      1318.16455, best error:      1243.64575 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 81.7210769653s, input_fired_time: 0.6128177047, output_fired_time: 0.5268949866, propagate_forward_time: 31.5875606537, propagate_backward_time: 46.3828277588, weight_update_time: 0.1274170280, other_time: 2.6109771729
epoch time: 7.6123771667s, input_fired_time: 0.0808456242, output_fired_time: 0.0000000000, propagate_forward_time: 7.0558400154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756913185
validation[          , genome  3230] predictions:    9616/  10000 (96.16%), best:    9623/10000 (96.23%), error:      1316.25635, best error:      1243.64575 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 81.7841644287s, input_fired_time: 0.6152816415, output_fired_time: 0.5277640820, propagate_forward_time: 30.6199321747, propagate_backward_time: 47.3913002014, weight_update_time: 0.1282693446, other_time: 2.6298866272
epoch time: 9.5361890793s, input_fired_time: 0.1178327054, output_fired_time: 0.0000000000, propagate_forward_time: 8.6851787567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7331771851
validation[          , genome  3230] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1228.56531, best error:      1228.56531 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 83.3126449585s, input_fired_time: 0.6188561320, output_fired_time: 0.5308368206, propagate_forward_time: 33.7050247192, propagate_backward_time: 45.8095626831, weight_update_time: 0.1300203800, other_time: 2.6483612061
epoch time: 6.3486137390s, input_fired_time: 0.0778708979, output_fired_time: 0.0000000000, propagate_forward_time: 5.8135728836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571700096
validation[          , genome  3230] predictions:    9574/  10000 (95.74%), best:    9636/10000 (96.36%), error:      1404.71240, best error:      1228.56531 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 88.3953781128s, input_fired_time: 0.6561005116, output_fired_time: 1.5917075872, propagate_forward_time: 32.7126617432, propagate_backward_time: 50.6151123047, weight_update_time: 0.1275294572, other_time: 2.8198013306
epoch time: 7.7061328888s, input_fired_time: 0.0822852626, output_fired_time: 0.0000000000, propagate_forward_time: 7.1506843567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731631279
validation[          , genome  3230] predictions:    9603/  10000 (96.03%), best:    9636/10000 (96.36%), error:      1369.72473, best error:      1228.56531 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 86.0643310547s, input_fired_time: 0.6507705450, output_fired_time: 0.5605779886, propagate_forward_time: 31.1159629822, propagate_backward_time: 49.9672698975, weight_update_time: 0.1281496286, other_time: 3.7697486877
epoch time: 6.2348642349s, input_fired_time: 0.0764409900, output_fired_time: 0.0000000000, propagate_forward_time: 5.7141270638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442963600
validation[          , genome  3230] predictions:    9608/  10000 (96.08%), best:    9636/10000 (96.36%), error:      1337.34436, best error:      1228.56531 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 84.5162353516s, input_fired_time: 0.6341142058, output_fired_time: 0.5346542001, propagate_forward_time: 31.1998004913, propagate_backward_time: 49.4341812134, weight_update_time: 0.1311794966, other_time: 2.7134857178
epoch time: 6.4024891853s, input_fired_time: 0.0787266344, output_fired_time: 0.0000000000, propagate_forward_time: 5.8650822639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586801529
validation[          , genome  3230] predictions:    9632/  10000 (96.32%), best:    9636/10000 (96.36%), error:      1228.97583, best error:      1228.56531 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 86.8474731445s, input_fired_time: 0.6681403518, output_fired_time: 0.5656621456, propagate_forward_time: 32.4710502625, propagate_backward_time: 50.3899459839, weight_update_time: 0.1289520562, other_time: 2.7526817322
epoch time: 7.5749955177s, input_fired_time: 0.0813763887, output_fired_time: 0.0000000000, propagate_forward_time: 7.0144586563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791603088
validation[          , genome  3230] predictions:    9630/  10000 (96.30%), best:    9636/10000 (96.36%), error:      1266.96179, best error:      1228.56531 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 81.3203964233s, input_fired_time: 0.6133247614, output_fired_time: 0.5382850766, propagate_forward_time: 30.3678512573, propagate_backward_time: 46.1894836426, weight_update_time: 0.1277922690, other_time: 3.6114501953
epoch time: 6.3869466782s, input_fired_time: 0.0789519250, output_fired_time: 0.0000000000, propagate_forward_time: 5.8445463181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634485245
validation[          , genome  3230] predictions:    9617/  10000 (96.17%), best:    9636/10000 (96.36%), error:      1295.89209, best error:      1228.56531 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 81.3200683594s, input_fired_time: 0.6117950082, output_fired_time: 0.5227208138, propagate_forward_time: 31.4506969452, propagate_backward_time: 46.1163787842, weight_update_time: 0.1270729750, other_time: 2.6184768677
epoch time: 7.6517553329s, input_fired_time: 0.0816353858, output_fired_time: 0.0000000000, propagate_forward_time: 7.0969495773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731702805
validation[          , genome  3230] predictions:    9592/  10000 (95.92%), best:    9636/10000 (96.36%), error:      1392.37964, best error:      1228.56531 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 83.5962753296s, input_fired_time: 0.6134845614, output_fired_time: 0.5346111059, propagate_forward_time: 31.2314300537, propagate_backward_time: 48.5070724487, weight_update_time: 0.1451536417, other_time: 2.7096710205
epoch time: 7.9606533051s, input_fired_time: 0.1020257697, output_fired_time: 0.0000000000, propagate_forward_time: 7.3125452995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460820198
validation[          , genome  3230] predictions:    9558/  10000 (95.58%), best:    9636/10000 (96.36%), error:      1422.22119, best error:      1228.56531 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 81.5462951660s, input_fired_time: 1.5235563517, output_fired_time: 0.5275889039, propagate_forward_time: 29.4737033844, propagate_backward_time: 46.3985671997, weight_update_time: 0.1273158491, other_time: 3.6228790283
epoch time: 7.6481895447s, input_fired_time: 0.0812409297, output_fired_time: 0.0000000000, propagate_forward_time: 7.0920143127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749341011
validation[          , genome  3230] predictions:    9631/  10000 (96.31%), best:    9636/10000 (96.36%), error:      1255.51990, best error:      1228.56531 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 87.3266983032s, input_fired_time: 0.6745153069, output_fired_time: 0.5369465351, propagate_forward_time: 32.5806121826, propagate_backward_time: 50.7071876526, weight_update_time: 0.1476200223, other_time: 2.8274345398
epoch time: 6.3826479912s, input_fired_time: 0.0791747570, output_fired_time: 0.0000000000, propagate_forward_time: 5.8420248032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614486694
validation[          , genome  3230] predictions:    9626/  10000 (96.26%), best:    9636/10000 (96.36%), error:      1300.20862, best error:      1228.56531 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 79.4963302612s, input_fired_time: 0.6124942303, output_fired_time: 0.5226360559, propagate_forward_time: 30.3327140808, propagate_backward_time: 45.4351654053, weight_update_time: 0.1268364489, other_time: 2.5933189392
epoch time: 7.6183309555s, input_fired_time: 0.0807498172, output_fired_time: 0.0000000000, propagate_forward_time: 7.0697722435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678087234
validation[          , genome  3230] predictions:    9584/  10000 (95.84%), best:    9636/10000 (96.36%), error:      1413.35498, best error:      1228.56531 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 81.0952606201s, input_fired_time: 0.6141175032, output_fired_time: 0.5269543529, propagate_forward_time: 29.3596992493, propagate_backward_time: 47.0917587280, weight_update_time: 0.1270450950, other_time: 3.5027275085
epoch time: 6.3637614250s, input_fired_time: 0.0765983686, output_fired_time: 0.0000000000, propagate_forward_time: 5.8422422409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449210167
validation[          , genome  3230] predictions:    9640/  10000 (96.40%), best:    9640/10000 (96.40%), error:      1219.83679, best error:      1219.83679 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 81.1949081421s, input_fired_time: 0.6156166196, output_fired_time: 0.5235157013, propagate_forward_time: 30.2852401733, propagate_backward_time: 47.1498832703, weight_update_time: 0.1280499250, other_time: 2.6206550598
epoch time: 7.5637583733s, input_fired_time: 0.0805743635, output_fired_time: 0.0000000000, propagate_forward_time: 7.0112996101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718842506
validation[          , genome  3230] predictions:    9580/  10000 (95.80%), best:    9640/10000 (96.40%), error:      1377.21680, best error:      1219.83679 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 88.8443374634s, input_fired_time: 0.6617673635, output_fired_time: 0.5736504793, propagate_forward_time: 33.1625289917, propagate_backward_time: 51.4594802856, weight_update_time: 0.1371996850, other_time: 2.9869079590
epoch time: 12.7737112045s, input_fired_time: 0.1143032238, output_fired_time: 0.0000000000, propagate_forward_time: 11.7878074646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8716001511
validation[          , genome  3230] predictions:    9632/  10000 (96.32%), best:    9640/10000 (96.40%), error:      1226.51257, best error:      1219.83679 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 87.7286376953s, input_fired_time: 0.6326740384, output_fired_time: 0.5693314672, propagate_forward_time: 32.5745964050, propagate_backward_time: 51.1298332214, weight_update_time: 0.1335068792, other_time: 2.8222045898
epoch time: 7.5627861023s, input_fired_time: 0.0809785724, output_fired_time: 0.0000000000, propagate_forward_time: 7.0018720627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799356461
validation[          , genome  3230] predictions:    9617/  10000 (96.17%), best:    9640/10000 (96.40%), error:      1305.35901, best error:      1219.83679 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 81.2725677490s, input_fired_time: 0.6147344112, output_fired_time: 0.5280173421, propagate_forward_time: 32.2572631836, propagate_backward_time: 45.2607307434, weight_update_time: 0.1282004118, other_time: 2.6118278503
epoch time: 6.3248701096s, input_fired_time: 0.0769561157, output_fired_time: 0.0000000000, propagate_forward_time: 5.7995100021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484038353
validation[          , genome  3230] predictions:    9628/  10000 (96.28%), best:    9640/10000 (96.40%), error:      1237.06409, best error:      1219.83679 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 81.0307235718s, input_fired_time: 0.6130023599, output_fired_time: 0.5223616362, propagate_forward_time: 31.2073612213, propagate_backward_time: 46.0891799927, weight_update_time: 0.1270866394, other_time: 2.5988235474
epoch time: 6.2098193169s, input_fired_time: 0.0765084699, output_fired_time: 0.0000000000, propagate_forward_time: 5.6910791397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422316551
validation[          , genome  3230] predictions:    9637/  10000 (96.37%), best:    9640/10000 (96.40%), error:      1248.35571, best error:      1219.83679 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 87.0390625000s, input_fired_time: 0.6485809684, output_fired_time: 0.5583250523, propagate_forward_time: 33.4193000793, propagate_backward_time: 49.6383590698, weight_update_time: 0.1360110939, other_time: 2.7744941711
epoch time: 6.3410615921s, input_fired_time: 0.0782301351, output_fired_time: 0.0000000000, propagate_forward_time: 5.8025808334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602508545
validation[          , genome  3230] predictions:    9620/  10000 (96.20%), best:    9640/10000 (96.40%), error:      1288.84656, best error:      1219.83679 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 80.9273605347s, input_fired_time: 0.6121987700, output_fired_time: 0.5320464373, propagate_forward_time: 30.1474647522, propagate_backward_time: 46.9966201782, weight_update_time: 0.1272787303, other_time: 2.6390342712
epoch time: 8.6719932556s, input_fired_time: 0.0837709159, output_fired_time: 0.0000000000, propagate_forward_time: 8.0196399689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5685825348
validation[          , genome  3230] predictions:    9614/  10000 (96.14%), best:    9640/10000 (96.40%), error:      1288.91943, best error:      1219.83679 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 87.8520812988s, input_fired_time: 0.6916558743, output_fired_time: 0.5497710109, propagate_forward_time: 34.1398696899, propagate_backward_time: 49.6339225769, weight_update_time: 0.1507621408, other_time: 2.8368568420
epoch time: 6.3448095322s, input_fired_time: 0.0788806006, output_fired_time: 0.0000000000, propagate_forward_time: 5.8118066788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541220665
validation[          , genome  3230] predictions:    9614/  10000 (96.14%), best:    9640/10000 (96.40%), error:      1312.51672, best error:      1219.83679 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 81.7475280762s, input_fired_time: 0.6159589887, output_fired_time: 0.5281697512, propagate_forward_time: 29.5482120514, propagate_backward_time: 48.4542160034, weight_update_time: 0.1279095858, other_time: 2.6009750366
epoch time: 7.6739459038s, input_fired_time: 0.0820307061, output_fired_time: 0.0000000000, propagate_forward_time: 7.1163659096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755492210
validation[          , genome  3230] predictions:    9612/  10000 (96.12%), best:    9640/10000 (96.40%), error:      1293.91797, best error:      1219.83679 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 86.9132385254s, input_fired_time: 0.6347745061, output_fired_time: 0.6009307504, propagate_forward_time: 34.3187408447, propagate_backward_time: 48.6823463440, weight_update_time: 0.1357656568, other_time: 2.6764488220
epoch time: 7.6189303398s, input_fired_time: 0.0815854892, output_fired_time: 0.0000000000, propagate_forward_time: 7.0683708191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689741135
validation[          , genome  3230] predictions:    9595/  10000 (95.95%), best:    9640/10000 (96.40%), error:      1292.32349, best error:      1219.83679 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 81.0565795898s, input_fired_time: 0.6116147637, output_fired_time: 0.5223301649, propagate_forward_time: 29.3509826660, propagate_backward_time: 47.9773330688, weight_update_time: 0.1273012161, other_time: 2.5943145752
epoch time: 6.4734458923s, input_fired_time: 0.0791889727, output_fired_time: 0.0000000000, propagate_forward_time: 5.9402399063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540171623
validation[          , genome  3230] predictions:    9620/  10000 (96.20%), best:    9640/10000 (96.40%), error:      1327.75500, best error:      1219.83679 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 81.0208892822s, input_fired_time: 0.6157986522, output_fired_time: 0.5224934816, propagate_forward_time: 30.3033485413, propagate_backward_time: 46.9769744873, weight_update_time: 0.1273725033, other_time: 2.6022758484
epoch time: 6.3086390495s, input_fired_time: 0.0780766830, output_fired_time: 0.0000000000, propagate_forward_time: 5.7784566879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521055222
validation[          , genome  3230] predictions:    9629/  10000 (96.29%), best:    9640/10000 (96.40%), error:      1291.52844, best error:      1219.83679 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 82.7670211792s, input_fired_time: 0.6145961881, output_fired_time: 0.5242921710, propagate_forward_time: 30.4539089203, propagate_backward_time: 48.5855827332, weight_update_time: 0.1275875568, other_time: 2.5886421204
epoch time: 6.4949321747s, input_fired_time: 0.0811216980, output_fired_time: 0.0000000000, propagate_forward_time: 5.9412431717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725670815
validation[          , genome  3230] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1185.65417, best error:      1185.65417 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 81.2260284424s, input_fired_time: 0.6154201031, output_fired_time: 0.5223724842, propagate_forward_time: 30.3497447968, propagate_backward_time: 46.1423988342, weight_update_time: 0.1269453913, other_time: 3.5960960388
epoch time: 6.2201204300s, input_fired_time: 0.0765524283, output_fired_time: 0.0000000000, propagate_forward_time: 5.7018513680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417166710
validation[          , genome  3230] predictions:    9644/  10000 (96.44%), best:    9650/10000 (96.50%), error:      1215.19812, best error:      1185.65417 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 81.3899765015s, input_fired_time: 0.6196904778, output_fired_time: 0.5239803791, propagate_forward_time: 31.3734817505, propagate_backward_time: 46.2717895508, weight_update_time: 0.1269096732, other_time: 2.6010360718
epoch time: 7.5063862801s, input_fired_time: 0.0800089613, output_fired_time: 0.0000000000, propagate_forward_time: 6.9689788818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4573984146
validation[          , genome  3230] predictions:    9632/  10000 (96.32%), best:    9650/10000 (96.50%), error:      1249.86694, best error:      1185.65417 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 81.2865066528s, input_fired_time: 0.6130072474, output_fired_time: 0.5258895159, propagate_forward_time: 30.3891487122, propagate_backward_time: 46.1596946716, weight_update_time: 0.1263589710, other_time: 3.5987701416
epoch time: 6.3024196625s, input_fired_time: 0.0781323910, output_fired_time: 0.0000000000, propagate_forward_time: 5.7717695236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525175095
validation[          , genome  3230] predictions:    9637/  10000 (96.37%), best:    9650/10000 (96.50%), error:      1237.20947, best error:      1185.65417 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 89.4458999634s, input_fired_time: 0.6476619840, output_fired_time: 0.5538004041, propagate_forward_time: 34.1256523132, propagate_backward_time: 51.2713432312, weight_update_time: 0.1376029998, other_time: 2.8474426270
epoch time: 10.2059040070s, input_fired_time: 0.1129627973, output_fired_time: 0.0000000000, propagate_forward_time: 9.3836507797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7092905045
validation[          , genome  3230] predictions:    9637/  10000 (96.37%), best:    9650/10000 (96.50%), error:      1256.26123, best error:      1185.65417 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 83.7067260742s, input_fired_time: 0.6270601153, output_fired_time: 0.5347353816, propagate_forward_time: 31.4348182678, propagate_backward_time: 48.4304847717, weight_update_time: 0.1286226362, other_time: 2.6796264648
epoch time: 7.5729637146s, input_fired_time: 0.0832582787, output_fired_time: 0.0000000000, propagate_forward_time: 7.0074682236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822373390
validation[          , genome  3230] predictions:    9580/  10000 (95.80%), best:    9650/10000 (96.50%), error:      1385.29248, best error:      1185.65417 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 80.5249099731s, input_fired_time: 0.6201174259, output_fired_time: 0.5293926001, propagate_forward_time: 31.5809841156, propagate_backward_time: 45.1703186035, weight_update_time: 0.1280709356, other_time: 2.6240921021
epoch time: 9.8848524094s, input_fired_time: 0.1348143816, output_fired_time: 0.0000000000, propagate_forward_time: 8.9759330750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7741050720
validation[          , genome  3230] predictions:    9617/  10000 (96.17%), best:    9650/10000 (96.50%), error:      1284.10522, best error:      1185.65417 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 93.6006774902s, input_fired_time: 0.6941407323, output_fired_time: 0.5660037398, propagate_forward_time: 36.8503265381, propagate_backward_time: 52.5260429382, weight_update_time: 0.1645374298, other_time: 2.9641685486
epoch time: 6.5909528732s, input_fired_time: 0.0791356713, output_fired_time: 0.0000000000, propagate_forward_time: 6.0246014595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872155190
validation[          , genome  3230] predictions:    9613/  10000 (96.13%), best:    9650/10000 (96.50%), error:      1319.21533, best error:      1185.65417 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 81.1245803833s, input_fired_time: 0.6174368858, output_fired_time: 0.5244457722, propagate_forward_time: 31.3647117615, propagate_backward_time: 45.0241394043, weight_update_time: 0.1269229650, other_time: 3.5938453674
epoch time: 7.5454616547s, input_fired_time: 0.0804878771, output_fired_time: 0.0000000000, propagate_forward_time: 7.0024218559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625520706
validation[          , genome  3230] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1185.55493, best error:      1185.55493 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 86.3592987061s, input_fired_time: 0.6694901586, output_fired_time: 0.5664547086, propagate_forward_time: 34.3340415955, propagate_backward_time: 48.0537757874, weight_update_time: 0.1290351897, other_time: 2.7355422974
epoch time: 6.1278624535s, input_fired_time: 0.0758413523, output_fired_time: 0.0000000000, propagate_forward_time: 5.6206140518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314069748
validation[          , genome  3230] predictions:    9633/  10000 (96.33%), best:    9667/10000 (96.67%), error:      1288.64258, best error:      1185.55493 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 88.3051452637s, input_fired_time: 0.6500717998, output_fired_time: 0.5480158925, propagate_forward_time: 34.6273345947, propagate_backward_time: 49.6593513489, weight_update_time: 0.1447156966, other_time: 2.8203697205
epoch time: 6.3956379890s, input_fired_time: 0.0784519836, output_fired_time: 0.0000000000, propagate_forward_time: 5.8613796234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558062553
validation[          , genome  3230] predictions:    9432/  10000 (94.32%), best:    9667/10000 (96.67%), error:      1873.84558, best error:      1185.55493 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 91.6269226074s, input_fired_time: 0.6656717062, output_fired_time: 0.5690276027, propagate_forward_time: 34.9939842224, propagate_backward_time: 51.5433921814, weight_update_time: 0.1441594511, other_time: 3.8548431396
epoch time: 6.3132271767s, input_fired_time: 0.0775787011, output_fired_time: 0.0000000000, propagate_forward_time: 5.7766327858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590158463
validation[          , genome  3230] predictions:    9625/  10000 (96.25%), best:    9667/10000 (96.67%), error:      1248.33679, best error:      1185.55493 on epoch:    97, 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: 33.7571449280s, input_fired_time: 0.3957140148, output_fired_time: 0.0000000000, propagate_forward_time: 30.9741115570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3873195648
best training[          , genome  3230] predictions:   49146/  50000 (98.29%), best:    9667/10000 (96.67%), error:      3173.08398, best error:      1185.55493 on epoch:    97, 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: 6.3360762596s, input_fired_time: 0.0785189122, output_fired_time: 0.0000000000, propagate_forward_time: 5.8050856590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524717331
   testing[          , genome  3230] predictions:    9686/  10000 (96.86%), best:    9667/10000 (96.67%), error:      1056.36755, best error:      1185.55493 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:02:23 (9280): called boinc_finish(0)

</stderr_txt>
]]>