Nameexact_genome_1509103842_22_17851_2
Workunit2279631
Created5 Dec 2017, 13:02:52 UTC
Sent5 Dec 2017, 13:29:29 UTC
Report deadline11 Jan 2018, 8:18:19 UTC
Received7 Dec 2017, 23:33:44 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time20 hours 43 min 47 sec
CPU time20 hours 36 min 58 sec
Validate stateValid
Credit9,195.98
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size165.02 MB
Peak swap size170.14 MB
Peak disk usage5.22 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 675.1406860352s, input_fired_time: 6.6679768562, output_fired_time: 6.9679574966, propagate_forward_time: 252.9313812256, propagate_backward_time: 400.7945556641, weight_update_time: 0.8367349505, other_time: 7.7788085938
epoch time: 52.9404182434s, input_fired_time: 0.8231757283, output_fired_time: 0.0000000000, propagate_forward_time: 50.7536773682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3635635376
validation[          , genome 17851] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       501.69144, best error:       501.69144 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 677.5345458984s, input_fired_time: 6.6622023582, output_fired_time: 7.0155086517, propagate_forward_time: 253.8392944336, propagate_backward_time: 402.2775878906, weight_update_time: 0.8414028287, other_time: 7.7399291992
epoch time: 53.4698829651s, input_fired_time: 0.8297815919, output_fired_time: 0.0000000000, propagate_forward_time: 51.3107833862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3293190002
validation[          , genome 17851] predictions:    9839/  10000 (98.39%), best:    9845/10000 (98.45%), error:       518.04443, best error:       501.69144 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 676.4729614258s, input_fired_time: 6.6763439178, output_fired_time: 7.0053882599, propagate_forward_time: 253.6596069336, propagate_backward_time: 401.3361816406, weight_update_time: 0.8443450928, other_time: 7.7954711914
epoch time: 53.2332611084s, input_fired_time: 0.8158667684, output_fired_time: 0.0000000000, propagate_forward_time: 51.1207656860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2966270447
validation[          , genome 17851] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       470.40662, best error:       470.40662 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 673.3409423828s, input_fired_time: 6.6085481644, output_fired_time: 6.9794096947, propagate_forward_time: 251.8452758789, propagate_backward_time: 400.2909545898, weight_update_time: 0.8326554894, other_time: 7.6167602539
epoch time: 53.8531761169s, input_fired_time: 0.8353835940, output_fired_time: 0.0000000000, propagate_forward_time: 51.6878738403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3299179077
validation[          , genome 17851] predictions:    9827/  10000 (98.27%), best:    9852/10000 (98.52%), error:       522.98041, best error:       470.40662 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 677.5910034180s, input_fired_time: 6.6743021011, output_fired_time: 7.0171031952, propagate_forward_time: 254.0099029541, propagate_backward_time: 402.1299438477, weight_update_time: 0.8411100507, other_time: 7.7597656250
epoch time: 51.3038635254s, input_fired_time: 0.8086952567, output_fired_time: 0.0000000000, propagate_forward_time: 49.1359672546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3591995239
validation[          , genome 17851] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       439.33292, best error:       439.33292 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 678.9664306641s, input_fired_time: 6.6495890617, output_fired_time: 7.0006246567, propagate_forward_time: 255.2077026367, propagate_backward_time: 402.4712219238, weight_update_time: 0.8341833949, other_time: 7.6372985840
epoch time: 52.3540496826s, input_fired_time: 0.8201555610, output_fired_time: 0.0000000000, propagate_forward_time: 50.2360191345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2978744507
validation[          , genome 17851] predictions:    9825/  10000 (98.25%), best:    9871/10000 (98.71%), error:       564.43665, best error:       439.33292 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 678.4691772461s, input_fired_time: 6.6670413017, output_fired_time: 7.0141015053, propagate_forward_time: 254.6829681396, propagate_backward_time: 402.4654846191, weight_update_time: 0.8359676600, other_time: 7.6395568848
epoch time: 53.4899330139s, input_fired_time: 0.8344661593, output_fired_time: 0.0000000000, propagate_forward_time: 51.3215370178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3339309692
validation[          , genome 17851] predictions:    9812/  10000 (98.12%), best:    9871/10000 (98.71%), error:       574.02844, best error:       439.33292 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 678.5348510742s, input_fired_time: 6.7153296471, output_fired_time: 7.0344161987, propagate_forward_time: 254.4531555176, propagate_backward_time: 402.4471740723, weight_update_time: 0.8532149792, other_time: 7.8847656250
epoch time: 54.0392570496s, input_fired_time: 0.8355174661, output_fired_time: 0.0000000000, propagate_forward_time: 51.8364105225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3673286438
validation[          , genome 17851] predictions:    9802/  10000 (98.02%), best:    9871/10000 (98.71%), error:       603.70441, best error:       439.33292 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 677.0172729492s, input_fired_time: 6.6825070381, output_fired_time: 7.0180478096, propagate_forward_time: 253.6593933105, propagate_backward_time: 401.9244995117, weight_update_time: 0.8444440365, other_time: 7.7328186035
epoch time: 52.3920516968s, input_fired_time: 0.8164399862, output_fired_time: 0.0000000000, propagate_forward_time: 50.2788734436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2967376709
validation[          , genome 17851] predictions:    9868/  10000 (98.68%), best:    9871/10000 (98.71%), error:       447.49823, best error:       439.33292 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 672.9564819336s, input_fired_time: 6.6764259338, output_fired_time: 7.0017604828, propagate_forward_time: 251.7373046875, propagate_backward_time: 399.7193603516, weight_update_time: 0.8411989212, other_time: 7.8215942383
epoch time: 53.8017234802s, input_fired_time: 0.8269448280, output_fired_time: 0.0000000000, propagate_forward_time: 51.6467323303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3280448914
validation[          , genome 17851] predictions:    9852/  10000 (98.52%), best:    9871/10000 (98.71%), error:       510.15338, best error:       439.33292 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 679.7131958008s, input_fired_time: 6.7006645203, output_fired_time: 7.0237212181, propagate_forward_time: 255.6624450684, propagate_backward_time: 402.6017150879, weight_update_time: 0.8443409801, other_time: 7.7246093750
epoch time: 52.4196395874s, input_fired_time: 0.8256849051, output_fired_time: 0.0000000000, propagate_forward_time: 50.2484016418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3455543518
validation[          , genome 17851] predictions:    9861/  10000 (98.61%), best:    9871/10000 (98.71%), error:       487.91666, best error:       439.33292 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 677.9895629883s, input_fired_time: 6.6875891685, output_fired_time: 7.0312561989, propagate_forward_time: 254.2873535156, propagate_backward_time: 402.2293701172, weight_update_time: 0.8437635899, other_time: 7.7540283203
epoch time: 53.5001296997s, input_fired_time: 0.8366835117, output_fired_time: 0.0000000000, propagate_forward_time: 51.2962646484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3671798706
validation[          , genome 17851] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       431.40500, best error:       431.40500 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 679.4611206055s, input_fired_time: 6.7216625214, output_fired_time: 7.0584831238, propagate_forward_time: 254.7874755859, propagate_backward_time: 403.1711425781, weight_update_time: 0.8374745846, other_time: 7.7223510742
epoch time: 51.9270706177s, input_fired_time: 0.8162283301, output_fired_time: 0.0000000000, propagate_forward_time: 49.7709007263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3399429321
validation[          , genome 17851] predictions:    9844/  10000 (98.44%), best:    9867/10000 (98.67%), error:       530.23578, best error:       431.40500 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 681.6261596680s, input_fired_time: 6.7182903290, output_fired_time: 7.0535645485, propagate_forward_time: 255.9568023682, propagate_backward_time: 404.1353759766, weight_update_time: 0.8461840749, other_time: 7.7621459961
epoch time: 53.8956375122s, input_fired_time: 0.8196504116, output_fired_time: 0.0000000000, propagate_forward_time: 51.8087005615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2672882080
validation[          , genome 17851] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       428.78027, best error:       428.78027 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 681.6075439453s, input_fired_time: 6.7144107819, output_fired_time: 7.0589175224, propagate_forward_time: 256.0903015137, propagate_backward_time: 404.0401306152, weight_update_time: 0.8434428573, other_time: 7.7037963867
epoch time: 54.3356132507s, input_fired_time: 0.8492267728, output_fired_time: 0.0000000000, propagate_forward_time: 52.1341896057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3521957397
validation[          , genome 17851] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       400.59830, best error:       400.59830 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 682.3167724609s, input_fired_time: 6.7573175430, output_fired_time: 7.0661954880, propagate_forward_time: 256.5184631348, propagate_backward_time: 404.2000427246, weight_update_time: 0.8489928246, other_time: 7.7747192383
epoch time: 54.0179176331s, input_fired_time: 0.8365325332, output_fired_time: 0.0000000000, propagate_forward_time: 51.8418006897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3395843506
validation[          , genome 17851] predictions:    9861/  10000 (98.61%), best:    9876/10000 (98.76%), error:       439.94833, best error:       400.59830 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 680.3909912109s, input_fired_time: 6.6883440018, output_fired_time: 7.0318636894, propagate_forward_time: 255.4336853027, propagate_backward_time: 403.5420837402, weight_update_time: 0.8455753326, other_time: 7.6950073242
epoch time: 54.7957649231s, input_fired_time: 0.8493459225, output_fired_time: 0.0000000000, propagate_forward_time: 52.5778274536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3685913086
validation[          , genome 17851] predictions:    9852/  10000 (98.52%), best:    9876/10000 (98.76%), error:       481.84256, best error:       400.59830 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 677.8880615234s, input_fired_time: 6.7089805603, output_fired_time: 7.0355482101, propagate_forward_time: 253.8391418457, propagate_backward_time: 402.5208435059, weight_update_time: 0.8514892459, other_time: 7.7835693359
epoch time: 53.9518775940s, input_fired_time: 0.8298481107, output_fired_time: 0.0000000000, propagate_forward_time: 51.8123512268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3096771240
validation[          , genome 17851] predictions:    9834/  10000 (98.34%), best:    9876/10000 (98.76%), error:       493.53918, best error:       400.59830 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 688.1080322266s, input_fired_time: 6.7620759010, output_fired_time: 7.0947751999, propagate_forward_time: 259.6686401367, propagate_backward_time: 406.8802490234, weight_update_time: 0.8471071720, other_time: 7.7022705078
epoch time: 54.1567459106s, input_fired_time: 0.8323695064, output_fired_time: 0.0000000000, propagate_forward_time: 52.0357093811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2886657715
validation[          , genome 17851] predictions:    9874/  10000 (98.74%), best:    9876/10000 (98.76%), error:       405.86795, best error:       400.59830 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 683.4208984375s, input_fired_time: 6.7233757973, output_fired_time: 7.0704932213, propagate_forward_time: 256.8409729004, propagate_backward_time: 405.0378112793, weight_update_time: 0.8484740853, other_time: 7.7482299805
epoch time: 53.3147888184s, input_fired_time: 0.8265241981, output_fired_time: 0.0000000000, propagate_forward_time: 51.1861991882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3020668030
validation[          , genome 17851] predictions:    9875/  10000 (98.75%), best:    9876/10000 (98.76%), error:       431.07837, best error:       400.59830 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 686.0514526367s, input_fired_time: 6.7526116371, output_fired_time: 7.0480833054, propagate_forward_time: 258.5588684082, propagate_backward_time: 406.0056152344, weight_update_time: 0.8454838395, other_time: 7.6862487793
epoch time: 54.4454650879s, input_fired_time: 0.8441100717, output_fired_time: 0.0000000000, propagate_forward_time: 52.2328071594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3685493469
validation[          , genome 17851] predictions:    9824/  10000 (98.24%), best:    9876/10000 (98.76%), error:       557.90350, best error:       400.59830 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 678.4974975586s, input_fired_time: 6.7271933556, output_fired_time: 7.0277099609, propagate_forward_time: 254.3405609131, propagate_backward_time: 402.6852111816, weight_update_time: 0.8395650387, other_time: 7.7168273926
epoch time: 53.9108276367s, input_fired_time: 0.8286888003, output_fired_time: 0.0000000000, propagate_forward_time: 51.8085403442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2735977173
validation[          , genome 17851] predictions:    9864/  10000 (98.64%), best:    9876/10000 (98.76%), error:       449.49481, best error:       400.59830 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 683.8052978516s, input_fired_time: 6.7833456993, output_fired_time: 7.0657467842, propagate_forward_time: 256.8541564941, propagate_backward_time: 405.2053222656, weight_update_time: 0.8562909365, other_time: 7.8967590332
epoch time: 51.3740119934s, input_fired_time: 0.8208680749, output_fired_time: 0.0000000000, propagate_forward_time: 49.2222785950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3308639526
validation[          , genome 17851] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       399.61203, best error:       399.61203 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 677.1314086914s, input_fired_time: 6.7285561562, output_fired_time: 7.0492935181, propagate_forward_time: 253.3161163330, propagate_backward_time: 402.1672973633, weight_update_time: 0.8477247357, other_time: 7.8701171875
epoch time: 53.8824424744s, input_fired_time: 0.8440513015, output_fired_time: 0.0000000000, propagate_forward_time: 51.7212600708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3171310425
validation[          , genome 17851] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       383.74905, best error:       383.74905 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 678.6255493164s, input_fired_time: 6.6997995377, output_fired_time: 7.0390958786, propagate_forward_time: 254.4400177002, propagate_backward_time: 402.7085266113, weight_update_time: 0.8478985429, other_time: 7.7380676270
epoch time: 53.2325515747s, input_fired_time: 0.8321277499, output_fired_time: 0.0000000000, propagate_forward_time: 51.0730667114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3273582458
validation[          , genome 17851] predictions:    9878/  10000 (98.78%), best:    9885/10000 (98.85%), error:       399.88934, best error:       383.74905 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 676.9862060547s, input_fired_time: 6.6763653755, output_fired_time: 7.0060095787, propagate_forward_time: 253.7403869629, propagate_backward_time: 401.9470520020, weight_update_time: 0.8345493078, other_time: 7.6163940430
epoch time: 54.4985084534s, input_fired_time: 0.8437074423, output_fired_time: 0.0000000000, propagate_forward_time: 52.2895202637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3652801514
validation[          , genome 17851] predictions:    9854/  10000 (98.54%), best:    9885/10000 (98.85%), error:       494.69550, best error:       383.74905 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 682.2896728516s, input_fired_time: 6.7292380333, output_fired_time: 7.0584549904, propagate_forward_time: 256.2295837402, propagate_backward_time: 404.5888061523, weight_update_time: 0.8412393928, other_time: 7.6835632324
epoch time: 54.1095314026s, input_fired_time: 0.8405665755, output_fired_time: 0.0000000000, propagate_forward_time: 51.9192657471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3497009277
validation[          , genome 17851] predictions:    9860/  10000 (98.60%), best:    9885/10000 (98.85%), error:       465.98077, best error:       383.74905 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 680.2053833008s, input_fired_time: 6.7200145721, output_fired_time: 7.0423336029, propagate_forward_time: 255.8167114258, propagate_backward_time: 402.8902893066, weight_update_time: 0.8438069820, other_time: 7.7359924316
epoch time: 53.9240188599s, input_fired_time: 0.8457075357, output_fired_time: 0.0000000000, propagate_forward_time: 51.7436141968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3346977234
validation[          , genome 17851] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       374.75034, best error:       374.75034 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 683.6078491211s, input_fired_time: 6.7638640404, output_fired_time: 7.0427541733, propagate_forward_time: 257.8496093750, propagate_backward_time: 404.1989135742, weight_update_time: 0.8527106643, other_time: 7.7527465820
epoch time: 54.7338829041s, input_fired_time: 0.8599765301, output_fired_time: 0.0000000000, propagate_forward_time: 52.4776039124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3963012695
validation[          , genome 17851] predictions:    9854/  10000 (98.54%), best:    9892/10000 (98.92%), error:       467.01215, best error:       374.75034 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 685.3510742188s, input_fired_time: 6.7742257118, output_fired_time: 7.0698428154, propagate_forward_time: 257.6642761230, propagate_backward_time: 406.0326538086, weight_update_time: 0.8524680734, other_time: 7.8100891113
epoch time: 52.8165855408s, input_fired_time: 0.8467566967, output_fired_time: 0.0000000000, propagate_forward_time: 50.5735092163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3963203430
validation[          , genome 17851] predictions:    9869/  10000 (98.69%), best:    9892/10000 (98.92%), error:       442.53021, best error:       374.75034 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 679.7313842773s, input_fired_time: 6.7392148972, output_fired_time: 7.0473556519, propagate_forward_time: 254.6083679199, propagate_backward_time: 403.4712829590, weight_update_time: 0.8502861261, other_time: 7.8651733398
epoch time: 53.7306594849s, input_fired_time: 0.8349837065, output_fired_time: 0.0000000000, propagate_forward_time: 51.5916748047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3040008545
validation[          , genome 17851] predictions:    9866/  10000 (98.66%), best:    9892/10000 (98.92%), error:       391.04526, best error:       374.75034 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 678.3679809570s, input_fired_time: 6.7357959747, output_fired_time: 7.0496287346, propagate_forward_time: 253.8242034912, propagate_backward_time: 402.9220581055, weight_update_time: 0.8398084641, other_time: 7.8363037109
epoch time: 53.6004486084s, input_fired_time: 0.8320909739, output_fired_time: 0.0000000000, propagate_forward_time: 51.4698753357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2984809875
validation[          , genome 17851] predictions:    9849/  10000 (98.49%), best:    9892/10000 (98.92%), error:       481.41675, best error:       374.75034 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 676.7515258789s, input_fired_time: 6.7440891266, output_fired_time: 7.0313220024, propagate_forward_time: 253.2488098145, propagate_backward_time: 401.8823852539, weight_update_time: 0.8394734263, other_time: 7.8449401855
epoch time: 53.2544822693s, input_fired_time: 0.8492888808, output_fired_time: 0.0000000000, propagate_forward_time: 51.0041160583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4010772705
validation[          , genome 17851] predictions:    9867/  10000 (98.67%), best:    9892/10000 (98.92%), error:       405.60593, best error:       374.75034 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 680.3274536133s, input_fired_time: 6.7254810333, output_fired_time: 7.0240616798, propagate_forward_time: 255.6618957520, propagate_backward_time: 403.2455444336, weight_update_time: 0.8361493349, other_time: 7.6705017090
epoch time: 53.4207611084s, input_fired_time: 0.8272991180, output_fired_time: 0.0000000000, propagate_forward_time: 51.3029479980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2905120850
validation[          , genome 17851] predictions:    9874/  10000 (98.74%), best:    9892/10000 (98.92%), error:       417.15115, best error:       374.75034 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 684.5212402344s, input_fired_time: 6.7314467430, output_fired_time: 7.0490994453, propagate_forward_time: 257.5769958496, propagate_backward_time: 405.5967407227, weight_update_time: 0.8364999890, other_time: 7.5669860840
epoch time: 53.2113990784s, input_fired_time: 0.8317371607, output_fired_time: 0.0000000000, propagate_forward_time: 51.0784988403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3011627197
validation[          , genome 17851] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       371.21017, best error:       371.21017 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 682.0650024414s, input_fired_time: 6.7358746529, output_fired_time: 7.0541210175, propagate_forward_time: 256.2897644043, propagate_backward_time: 404.2845458984, weight_update_time: 0.8376272917, other_time: 7.7006530762
epoch time: 54.0096588135s, input_fired_time: 0.8380945325, output_fired_time: 0.0000000000, propagate_forward_time: 51.8746452332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2969207764
validation[          , genome 17851] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       369.77258, best error:       369.77258 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 678.6898193359s, input_fired_time: 6.7364516258, output_fired_time: 7.0334596634, propagate_forward_time: 254.2030792236, propagate_backward_time: 402.9215087891, weight_update_time: 0.8384305239, other_time: 7.7953491211
epoch time: 53.9466819763s, input_fired_time: 0.8435574174, output_fired_time: 0.0000000000, propagate_forward_time: 51.7797050476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3234176636
validation[          , genome 17851] predictions:    9885/  10000 (98.85%), best:    9889/10000 (98.89%), error:       387.45587, best error:       369.77258 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 681.5710449219s, input_fired_time: 6.7379903793, output_fired_time: 7.0560207367, propagate_forward_time: 255.9361572266, propagate_backward_time: 404.1411437988, weight_update_time: 0.8452122808, other_time: 7.6997375488
epoch time: 53.7491493225s, input_fired_time: 0.8428763747, output_fired_time: 0.0000000000, propagate_forward_time: 51.5618972778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3443756104
validation[          , genome 17851] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       343.82953, best error:       343.82953 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 679.9175415039s, input_fired_time: 6.7389259338, output_fired_time: 7.0384588242, propagate_forward_time: 254.7059631348, propagate_backward_time: 403.7147521973, weight_update_time: 0.8380049467, other_time: 7.7194213867
epoch time: 54.3349151611s, input_fired_time: 0.8385549188, output_fired_time: 0.0000000000, propagate_forward_time: 52.1963081360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3000526428
validation[          , genome 17851] predictions:    9890/  10000 (98.90%), best:    9892/10000 (98.92%), error:       358.35156, best error:       343.82953 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 680.7730102539s, input_fired_time: 6.7278642654, output_fired_time: 7.0410079956, propagate_forward_time: 255.6600646973, propagate_backward_time: 403.6900939941, weight_update_time: 0.8388226032, other_time: 7.6539916992
epoch time: 54.0353279114s, input_fired_time: 0.8434549570, output_fired_time: 0.0000000000, propagate_forward_time: 51.8626251221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3292465210
validation[          , genome 17851] predictions:    9891/  10000 (98.91%), best:    9892/10000 (98.92%), error:       349.42126, best error:       343.82953 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 681.6019897461s, input_fired_time: 6.7956085205, output_fired_time: 7.0553660393, propagate_forward_time: 256.1277465820, propagate_backward_time: 403.7590637207, weight_update_time: 0.8507966399, other_time: 7.8642272949
epoch time: 53.2477340698s, input_fired_time: 0.8400698304, output_fired_time: 0.0000000000, propagate_forward_time: 51.0676269531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3400382996
validation[          , genome 17851] predictions:    9890/  10000 (98.90%), best:    9892/10000 (98.92%), error:       359.08905, best error:       343.82953 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 679.9529418945s, input_fired_time: 6.7599587440, output_fired_time: 7.0420761108, propagate_forward_time: 255.0985107422, propagate_backward_time: 403.3193359375, weight_update_time: 0.8380063176, other_time: 7.7330932617
epoch time: 53.3310089111s, input_fired_time: 0.8436470628, output_fired_time: 0.0000000000, propagate_forward_time: 51.1405525208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3468093872
validation[          , genome 17851] predictions:    9880/  10000 (98.80%), best:    9892/10000 (98.92%), error:       373.35345, best error:       343.82953 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 681.4802246094s, input_fired_time: 6.7220702171, output_fired_time: 7.0264539719, propagate_forward_time: 256.2580871582, propagate_backward_time: 403.8532714844, weight_update_time: 0.8368774056, other_time: 7.6203918457
epoch time: 54.1124382019s, input_fired_time: 0.8391650915, output_fired_time: 0.0000000000, propagate_forward_time: 51.9635887146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3096847534
validation[          , genome 17851] predictions:    9880/  10000 (98.80%), best:    9892/10000 (98.92%), error:       371.78592, best error:       343.82953 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 686.0127563477s, input_fired_time: 6.7808690071, output_fired_time: 7.0626630783, propagate_forward_time: 258.3658142090, propagate_backward_time: 406.1371765137, weight_update_time: 0.8411782980, other_time: 7.6661987305
epoch time: 54.2303733826s, input_fired_time: 0.8534466028, output_fired_time: 0.0000000000, propagate_forward_time: 52.0399208069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3370056152
validation[          , genome 17851] predictions:    9879/  10000 (98.79%), best:    9892/10000 (98.92%), error:       376.77542, best error:       343.82953 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 683.5103149414s, input_fired_time: 6.7956366539, output_fired_time: 7.0666646957, propagate_forward_time: 257.1808776855, propagate_backward_time: 404.7669677734, weight_update_time: 0.8436646461, other_time: 7.7001647949
epoch time: 53.3428230286s, input_fired_time: 0.8351057768, output_fired_time: 0.0000000000, propagate_forward_time: 51.2152824402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2924346924
validation[          , genome 17851] predictions:    9879/  10000 (98.79%), best:    9892/10000 (98.92%), error:       361.16434, best error:       343.82953 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 681.4267578125s, input_fired_time: 6.7437486649, output_fired_time: 7.0401201248, propagate_forward_time: 255.7953796387, propagate_backward_time: 404.1951904297, weight_update_time: 0.8335537910, other_time: 7.6523132324
epoch time: 53.9335250854s, input_fired_time: 0.8359923363, output_fired_time: 0.0000000000, propagate_forward_time: 51.7622947693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3352394104
validation[          , genome 17851] predictions:    9894/  10000 (98.94%), best:    9892/10000 (98.92%), error:       361.42227, best error:       343.82953 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 672.3658447266s, input_fired_time: 6.7722439766, output_fired_time: 7.0142383575, propagate_forward_time: 250.0834808350, propagate_backward_time: 400.3738403320, weight_update_time: 0.8502889872, other_time: 8.1220703125
epoch time: 53.7886657715s, input_fired_time: 0.8306369781, output_fired_time: 0.0000000000, propagate_forward_time: 51.6770515442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2809791565
validation[          , genome 17851] predictions:    9887/  10000 (98.87%), best:    9892/10000 (98.92%), error:       356.00998, best error:       343.82953 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 685.0499877930s, input_fired_time: 6.7609205246, output_fired_time: 7.0728006363, propagate_forward_time: 257.7424621582, propagate_backward_time: 405.8637084961, weight_update_time: 0.8389331102, other_time: 7.6100769043
epoch time: 53.7020912170s, input_fired_time: 0.8443555236, output_fired_time: 0.0000000000, propagate_forward_time: 51.5530433655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3046913147
validation[          , genome 17851] predictions:    9893/  10000 (98.93%), best:    9892/10000 (98.92%), error:       361.25964, best error:       343.82953 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 682.5463867188s, input_fired_time: 6.7651362419, output_fired_time: 7.0476799011, propagate_forward_time: 256.5937194824, propagate_backward_time: 404.4798278809, weight_update_time: 0.8363884687, other_time: 7.6600341797
epoch time: 53.7314796448s, input_fired_time: 0.8397306800, output_fired_time: 0.0000000000, propagate_forward_time: 51.5731277466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3186225891
validation[          , genome 17851] predictions:    9898/  10000 (98.98%), best:    9892/10000 (98.92%), error:       345.29626, best error:       343.82953 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 671.8339843750s, input_fired_time: 6.6921138763, output_fired_time: 6.9821190834, propagate_forward_time: 250.3889465332, propagate_backward_time: 399.9839172363, weight_update_time: 0.8265163898, other_time: 7.7868652344
epoch time: 54.6265220642s, input_fired_time: 0.8522251844, output_fired_time: 0.0000000000, propagate_forward_time: 52.4611625671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3131332397
validation[          , genome 17851] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       342.12711, best error:       342.12711 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 683.1542358398s, input_fired_time: 6.7980585098, output_fired_time: 7.0559849739, propagate_forward_time: 256.4815673828, propagate_backward_time: 405.0505065918, weight_update_time: 0.8460342884, other_time: 7.7681579590
epoch time: 51.6795845032s, input_fired_time: 0.8250223994, output_fired_time: 0.0000000000, propagate_forward_time: 49.5131759644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3413848877
validation[          , genome 17851] predictions:    9899/  10000 (98.99%), best:    9892/10000 (98.92%), error:       343.10559, best error:       342.12711 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 679.8175048828s, input_fired_time: 6.7340297699, output_fired_time: 7.0402922630, propagate_forward_time: 255.4088439941, propagate_backward_time: 402.9351806641, weight_update_time: 0.8386037946, other_time: 7.6991882324
epoch time: 52.7653160095s, input_fired_time: 0.8390784860, output_fired_time: 0.0000000000, propagate_forward_time: 50.5951423645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3310966492
validation[          , genome 17851] predictions:    9875/  10000 (98.75%), best:    9892/10000 (98.92%), error:       371.77991, best error:       342.12711 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 685.6425170898s, input_fired_time: 6.7919669151, output_fired_time: 7.0648055077, propagate_forward_time: 258.0326232910, propagate_backward_time: 406.0978698730, weight_update_time: 0.8461201191, other_time: 7.6552124023
epoch time: 54.6411666870s, input_fired_time: 0.8557165861, output_fired_time: 0.0000000000, propagate_forward_time: 52.4543952942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3310546875
validation[          , genome 17851] predictions:    9888/  10000 (98.88%), best:    9892/10000 (98.92%), error:       353.30368, best error:       342.12711 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 674.4606933594s, input_fired_time: 6.7664008141, output_fired_time: 7.0249457359, propagate_forward_time: 251.6223144531, propagate_backward_time: 401.0968627930, weight_update_time: 0.8430715799, other_time: 7.9501342773
epoch time: 52.4473991394s, input_fired_time: 0.8386674523, output_fired_time: 0.0000000000, propagate_forward_time: 50.2665290833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3422012329
validation[          , genome 17851] predictions:    9891/  10000 (98.91%), best:    9892/10000 (98.92%), error:       354.13391, best error:       342.12711 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 686.4365234375s, input_fired_time: 6.7784271240, output_fired_time: 7.0571093559, propagate_forward_time: 258.7544860840, propagate_backward_time: 406.2248229980, weight_update_time: 0.8470239043, other_time: 7.6216430664
epoch time: 53.6950073242s, input_fired_time: 0.8299419880, output_fired_time: 0.0000000000, propagate_forward_time: 51.6004257202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2646408081
validation[          , genome 17851] predictions:    9891/  10000 (98.91%), best:    9892/10000 (98.92%), error:       346.88406, best error:       342.12711 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 680.5965576172s, input_fired_time: 6.7522482872, output_fired_time: 7.0257625580, propagate_forward_time: 255.7004241943, propagate_backward_time: 403.4447326660, weight_update_time: 0.8365507126, other_time: 7.6733703613
epoch time: 52.7858161926s, input_fired_time: 0.8298584819, output_fired_time: 0.0000000000, propagate_forward_time: 50.6368484497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3191108704
validation[          , genome 17851] predictions:    9898/  10000 (98.98%), best:    9892/10000 (98.92%), error:       362.72018, best error:       342.12711 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 680.1422119141s, input_fired_time: 6.7323479652, output_fired_time: 7.0329585075, propagate_forward_time: 255.3646392822, propagate_backward_time: 403.3492126465, weight_update_time: 0.8397458196, other_time: 7.6630554199
epoch time: 55.3288879395s, input_fired_time: 0.8842974901, output_fired_time: 0.0000000000, propagate_forward_time: 53.0996131897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3449783325
validation[          , genome 17851] predictions:    9897/  10000 (98.97%), best:    9892/10000 (98.92%), error:       373.16965, best error:       342.12711 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 680.5429077148s, input_fired_time: 6.7271332741, output_fired_time: 7.0468373299, propagate_forward_time: 255.4156494141, propagate_backward_time: 403.7519531250, weight_update_time: 0.8298821449, other_time: 7.6013793945
epoch time: 54.6933326721s, input_fired_time: 0.8581169844, output_fired_time: 0.0000000000, propagate_forward_time: 52.5333633423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3018531799
validation[          , genome 17851] predictions:    9894/  10000 (98.94%), best:    9892/10000 (98.92%), error:       361.03806, best error:       342.12711 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 682.4746093750s, input_fired_time: 6.7873001099, output_fired_time: 7.0426201820, propagate_forward_time: 256.5666198730, propagate_backward_time: 404.3936767578, weight_update_time: 0.8392862678, other_time: 7.6844177246
epoch time: 53.9010887146s, input_fired_time: 0.8410340548, output_fired_time: 0.0000000000, propagate_forward_time: 51.7731971741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2868576050
validation[          , genome 17851] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       338.69174, best error:       338.69174 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 680.3316650391s, input_fired_time: 6.7526760101, output_fired_time: 7.0492329597, propagate_forward_time: 255.2851867676, propagate_backward_time: 403.5508117676, weight_update_time: 0.8393054008, other_time: 7.6937255859
epoch time: 52.1364555359s, input_fired_time: 0.8341684341, output_fired_time: 0.0000000000, propagate_forward_time: 49.9554786682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3468093872
validation[          , genome 17851] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       333.21613, best error:       333.21613 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 676.4757080078s, input_fired_time: 6.7486157417, output_fired_time: 7.0163269043, propagate_forward_time: 253.4090423584, propagate_backward_time: 401.5332946777, weight_update_time: 0.8409882188, other_time: 7.7684631348
epoch time: 53.6562614441s, input_fired_time: 0.8455361128, output_fired_time: 0.0000000000, propagate_forward_time: 51.4929656982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3177604675
validation[          , genome 17851] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       337.26852, best error:       333.21613 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 684.9584350586s, input_fired_time: 6.7726058960, output_fired_time: 7.0427446365, propagate_forward_time: 258.1820068359, propagate_backward_time: 405.3801879883, weight_update_time: 0.8345370889, other_time: 7.5809326172
epoch time: 54.1989822388s, input_fired_time: 0.8467823267, output_fired_time: 0.0000000000, propagate_forward_time: 52.0761642456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2760353088
validation[          , genome 17851] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       355.42004, best error:       333.21613 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 675.9575805664s, input_fired_time: 6.7213459015, output_fired_time: 7.0129699707, propagate_forward_time: 252.8185882568, propagate_backward_time: 401.6922912598, weight_update_time: 0.8295462728, other_time: 7.7123718262
epoch time: 53.2650222778s, input_fired_time: 0.8504319787, output_fired_time: 0.0000000000, propagate_forward_time: 51.0670509338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3475379944
validation[          , genome 17851] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       345.80957, best error:       333.21613 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 677.4896850586s, input_fired_time: 6.7342371941, output_fired_time: 7.0222387314, propagate_forward_time: 253.7737121582, propagate_backward_time: 402.2506408691, weight_update_time: 0.8356919885, other_time: 7.7088623047
epoch time: 54.4113121033s, input_fired_time: 0.8389088511, output_fired_time: 0.0000000000, propagate_forward_time: 52.3048477173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2675552368
validation[          , genome 17851] predictions:    9903/  10000 (99.03%), best:    9897/10000 (98.97%), error:       333.41891, best error:       333.21613 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 680.9333496094s, input_fired_time: 6.8058838844, output_fired_time: 7.0337886810, propagate_forward_time: 255.4762420654, propagate_backward_time: 403.8109436035, weight_update_time: 0.8435878754, other_time: 7.8064270020
epoch time: 54.0144309998s, input_fired_time: 0.8417552114, output_fired_time: 0.0000000000, propagate_forward_time: 51.9070968628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2655792236
validation[          , genome 17851] predictions:    9901/  10000 (99.01%), best:    9897/10000 (98.97%), error:       335.40561, best error:       333.21613 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 680.0746459961s, input_fired_time: 6.7495827675, output_fired_time: 7.0174431801, propagate_forward_time: 255.4351196289, propagate_backward_time: 403.2570495605, weight_update_time: 0.8278740048, other_time: 7.6154479980
epoch time: 54.5946044922s, input_fired_time: 0.8530342579, output_fired_time: 0.0000000000, propagate_forward_time: 52.4281883240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3133811951
validation[          , genome 17851] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       337.51691, best error:       333.21613 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 681.2193603516s, input_fired_time: 6.8212285042, output_fired_time: 7.0597162247, propagate_forward_time: 255.7753753662, propagate_backward_time: 403.7585449219, weight_update_time: 0.8488397598, other_time: 7.8045043945
epoch time: 53.7112922668s, input_fired_time: 0.8403544426, output_fired_time: 0.0000000000, propagate_forward_time: 51.5657691956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3051681519
validation[          , genome 17851] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       330.22733, best error:       330.22733 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 686.3591308594s, input_fired_time: 6.7849879265, output_fired_time: 7.0678534508, propagate_forward_time: 258.7254638672, propagate_backward_time: 406.1503906250, weight_update_time: 0.8422676921, other_time: 7.6304321289
epoch time: 54.0338172913s, input_fired_time: 0.8421444297, output_fired_time: 0.0000000000, propagate_forward_time: 51.8806114197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3110618591
validation[          , genome 17851] predictions:    9899/  10000 (98.99%), best:    9897/10000 (98.97%), error:       342.30768, best error:       330.22733 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 682.3214721680s, input_fired_time: 6.7800307274, output_fired_time: 7.0489797592, propagate_forward_time: 256.6037292480, propagate_backward_time: 404.2339782715, weight_update_time: 0.8384347558, other_time: 7.6547851563
epoch time: 53.9240684509s, input_fired_time: 0.8381737471, output_fired_time: 0.0000000000, propagate_forward_time: 51.8076553345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2782402039
validation[          , genome 17851] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       328.00024, best error:       328.00024 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 681.7629394531s, input_fired_time: 6.7833933830, output_fired_time: 7.0515675545, propagate_forward_time: 256.2538452148, propagate_backward_time: 403.9675598145, weight_update_time: 0.8451345563, other_time: 7.7065734863
epoch time: 54.2322540283s, input_fired_time: 0.8338059783, output_fired_time: 0.0000000000, propagate_forward_time: 52.1391067505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2593421936
validation[          , genome 17851] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       352.25220, best error:       328.00024 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 685.6416625977s, input_fired_time: 6.8079261780, output_fired_time: 7.0752873421, propagate_forward_time: 258.0733032227, propagate_backward_time: 406.0947570801, weight_update_time: 0.8377849460, other_time: 7.5903625488
epoch time: 52.5811882019s, input_fired_time: 0.8425233960, output_fired_time: 0.0000000000, propagate_forward_time: 50.4000358582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3386306763
validation[          , genome 17851] predictions:    9887/  10000 (98.87%), best:    9897/10000 (98.97%), error:       348.58203, best error:       328.00024 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 680.3289794922s, input_fired_time: 6.7698431015, output_fired_time: 7.0354590416, propagate_forward_time: 255.1420288086, propagate_backward_time: 403.6576843262, weight_update_time: 0.8420550227, other_time: 7.7239685059
epoch time: 51.3447418213s, input_fired_time: 0.8519428968, output_fired_time: 0.0000000000, propagate_forward_time: 49.0053901672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4874076843
validation[          , genome 17851] predictions:    9886/  10000 (98.86%), best:    9897/10000 (98.97%), error:       369.88831, best error:       328.00024 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 680.2033081055s, input_fired_time: 6.7944326401, output_fired_time: 7.0613336563, propagate_forward_time: 254.7285308838, propagate_backward_time: 403.8666992188, weight_update_time: 0.8388518691, other_time: 7.7523193359
epoch time: 53.9966011047s, input_fired_time: 0.8349517584, output_fired_time: 0.0000000000, propagate_forward_time: 51.8933944702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2682533264
validation[          , genome 17851] predictions:    9860/  10000 (98.60%), best:    9897/10000 (98.97%), error:       453.81808, best error:       328.00024 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 680.7332153320s, input_fired_time: 6.8083367348, output_fired_time: 7.0305137634, propagate_forward_time: 255.6169586182, propagate_backward_time: 403.5475158691, weight_update_time: 0.8382239938, other_time: 7.7298889160
epoch time: 53.5569076538s, input_fired_time: 0.8534411788, output_fired_time: 0.0000000000, propagate_forward_time: 51.3686523438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3348159790
validation[          , genome 17851] predictions:    9882/  10000 (98.82%), best:    9897/10000 (98.97%), error:       411.46289, best error:       328.00024 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 678.0666503906s, input_fired_time: 6.7702121735, output_fired_time: 7.0317568779, propagate_forward_time: 254.2540588379, propagate_backward_time: 402.3054199219, weight_update_time: 0.8300634623, other_time: 7.7052307129
epoch time: 53.8889312744s, input_fired_time: 0.8565416932, output_fired_time: 0.0000000000, propagate_forward_time: 51.6952705383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3371200562
validation[          , genome 17851] predictions:    9900/  10000 (99.00%), best:    9897/10000 (98.97%), error:       337.73080, best error:       328.00024 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 681.5433349609s, input_fired_time: 6.7625327110, output_fired_time: 7.0483117104, propagate_forward_time: 256.3571166992, propagate_backward_time: 403.7716674805, weight_update_time: 0.8345586658, other_time: 7.6036987305
epoch time: 52.7731475830s, input_fired_time: 0.8368964791, output_fired_time: 0.0000000000, propagate_forward_time: 50.6244812012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3117713928
validation[          , genome 17851] predictions:    9903/  10000 (99.03%), best:    9897/10000 (98.97%), error:       333.84137, best error:       328.00024 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 685.0376586914s, input_fired_time: 6.7777161598, output_fired_time: 7.0548081398, propagate_forward_time: 258.1031188965, propagate_backward_time: 405.5530090332, weight_update_time: 0.8324699998, other_time: 7.5490112305
epoch time: 50.7087173462s, input_fired_time: 0.8259847760, output_fired_time: 0.0000000000, propagate_forward_time: 48.5035095215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3792228699
validation[          , genome 17851] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       344.65988, best error:       328.00024 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 682.8977661133s, input_fired_time: 6.7359480858, output_fired_time: 7.0409674644, propagate_forward_time: 257.2240600586, propagate_backward_time: 404.4028930664, weight_update_time: 0.8268744349, other_time: 7.4938964844
epoch time: 53.3441543579s, input_fired_time: 0.8594095111, output_fired_time: 0.0000000000, propagate_forward_time: 51.1055221558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3792228699
validation[          , genome 17851] predictions:    9889/  10000 (98.89%), best:    9897/10000 (98.97%), error:       346.10846, best error:       328.00024 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 683.4252929688s, input_fired_time: 6.7299213409, output_fired_time: 7.0324225426, propagate_forward_time: 257.2370605469, propagate_backward_time: 404.8874816895, weight_update_time: 0.8305970430, other_time: 7.5384216309
epoch time: 52.8720207214s, input_fired_time: 0.8395124078, output_fired_time: 0.0000000000, propagate_forward_time: 50.7237968445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3087120056
validation[          , genome 17851] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       347.37033, best error:       328.00024 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 682.7770996094s, input_fired_time: 6.7515807152, output_fired_time: 7.0283184052, propagate_forward_time: 256.8863525391, propagate_backward_time: 404.5349731445, weight_update_time: 0.8291423917, other_time: 7.5758666992
epoch time: 51.8745613098s, input_fired_time: 0.8333804607, output_fired_time: 0.0000000000, propagate_forward_time: 49.7067031860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3344764709
validation[          , genome 17851] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       367.80624, best error:       328.00024 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 687.7597045898s, input_fired_time: 6.8363966942, output_fired_time: 7.0795617104, propagate_forward_time: 259.2745971680, propagate_backward_time: 406.9552307129, weight_update_time: 0.8398544192, other_time: 7.6138610840
epoch time: 54.4206352234s, input_fired_time: 0.8579052091, output_fired_time: 0.0000000000, propagate_forward_time: 52.2486343384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3140945435
validation[          , genome 17851] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       337.63611, best error:       328.00024 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 681.6573486328s, input_fired_time: 6.7544527054, output_fired_time: 7.0445470810, propagate_forward_time: 256.1932678223, propagate_backward_time: 404.0970458984, weight_update_time: 0.8356559873, other_time: 7.5680236816
epoch time: 54.3745613098s, input_fired_time: 0.8689972758, output_fired_time: 0.0000000000, propagate_forward_time: 52.1387786865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3667869568
validation[          , genome 17851] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       340.04535, best error:       328.00024 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 681.2820434570s, input_fired_time: 6.7515349388, output_fired_time: 7.0323047638, propagate_forward_time: 255.7068786621, propagate_backward_time: 404.2023010254, weight_update_time: 0.8343957663, other_time: 7.5890502930
epoch time: 54.7929534912s, input_fired_time: 0.8636316657, output_fired_time: 0.0000000000, propagate_forward_time: 52.5964088440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3329124451
validation[          , genome 17851] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       352.40070, best error:       328.00024 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 679.7969360352s, input_fired_time: 6.7765889168, output_fired_time: 7.0108065605, propagate_forward_time: 255.4119567871, propagate_backward_time: 402.9165344238, weight_update_time: 0.8368412852, other_time: 7.6810302734
epoch time: 53.9341773987s, input_fired_time: 0.8480908275, output_fired_time: 0.0000000000, propagate_forward_time: 51.7685775757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3175086975
validation[          , genome 17851] predictions:    9900/  10000 (99.00%), best:    9897/10000 (98.97%), error:       336.76559, best error:       328.00024 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 682.0330200195s, input_fired_time: 6.7744588852, output_fired_time: 7.0630187988, propagate_forward_time: 256.0717773438, propagate_backward_time: 404.4667358398, weight_update_time: 0.8355090022, other_time: 7.6570434570
epoch time: 53.9475212097s, input_fired_time: 0.8599993587, output_fired_time: 0.0000000000, propagate_forward_time: 51.7409477234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3465728760
validation[          , genome 17851] predictions:    9884/  10000 (98.84%), best:    9897/10000 (98.97%), error:       388.24936, best error:       328.00024 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 679.8056640625s, input_fired_time: 6.7092928886, output_fired_time: 7.0135531425, propagate_forward_time: 255.7079162598, propagate_backward_time: 402.8688964844, weight_update_time: 0.8280824423, other_time: 7.5060119629
epoch time: 53.9300041199s, input_fired_time: 0.8438690901, output_fired_time: 0.0000000000, propagate_forward_time: 51.7866859436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2994499207
validation[          , genome 17851] predictions:    9902/  10000 (99.02%), best:    9897/10000 (98.97%), error:       330.44312, best error:       328.00024 on epoch:    83, 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: 274.2971496582s, input_fired_time: 4.2814416885, output_fired_time: 0.0000000000, propagate_forward_time: 263.4202270508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.5954895020
best training[          , genome 17851] predictions:   49999/  50000 (100.00%), best:    9897/10000 (98.97%), error:       123.32191, best error:       328.00024 on epoch:    83, 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: 54.7047958374s, input_fired_time: 0.8621700406, output_fired_time: 0.0000000000, propagate_forward_time: 52.5137519836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3288726807
   testing[          , genome 17851] predictions:    9901/  10000 (99.01%), best:    9897/10000 (98.97%), error:       309.82791, best error:       328.00024 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:33:13 (4536): called boinc_finish(0)

</stderr_txt>
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