Nameexact_genome_1512568488_41_6495_1
Workunit2603727
Created7 Dec 2017, 20:08:19 UTC
Sent7 Dec 2017, 20:13:42 UTC
Report deadline20 Dec 2017, 15:54:29 UTC
Received8 Dec 2017, 14:32:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time7 hours 18 min 19 sec
CPU time6 hours 5 min 52 sec
Validate stateValid
Credit3,205.00
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.38 MB
Peak swap size160.39 MB
Peak disk usage2.12 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 167.6113891602s, input_fired_time: 2.2063317299, output_fired_time: 1.8600193262, propagate_forward_time: 61.3416137695, propagate_backward_time: 98.9280929565, weight_update_time: 0.1474498659, other_time: 3.2753372192
epoch time: 12.4762239456s, input_fired_time: 0.2607276440, output_fired_time: 0.0000000000, propagate_forward_time: 11.6352062225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802898407
validation[          , genome  6495] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       820.49084, best error:       820.49084 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 173.0160217285s, input_fired_time: 2.2501296997, output_fired_time: 1.9174040556, propagate_forward_time: 63.5718231201, propagate_backward_time: 101.9354705811, weight_update_time: 0.1512755454, other_time: 3.3412017822
epoch time: 13.4500350952s, input_fired_time: 0.2710743248, output_fired_time: 0.0000000000, propagate_forward_time: 12.5783538818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6006069183
validation[          , genome  6495] predictions:    9738/  10000 (97.38%), best:    9748/10000 (97.48%), error:       903.06036, best error:       820.49084 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 170.7584838867s, input_fired_time: 2.2311596870, output_fired_time: 1.8952456713, propagate_forward_time: 62.5327987671, propagate_backward_time: 100.7867813110, weight_update_time: 0.1492868662, other_time: 3.3125000000
epoch time: 14.3358516693s, input_fired_time: 0.2847407758, output_fired_time: 0.0000000000, propagate_forward_time: 13.4230508804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6280603409
validation[          , genome  6495] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       985.12122, best error:       820.49084 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 169.6356811523s, input_fired_time: 2.2247064114, output_fired_time: 1.8909336329, propagate_forward_time: 61.9615821838, propagate_backward_time: 100.2734375000, weight_update_time: 0.1480612010, other_time: 3.2850341797
epoch time: 13.7039957047s, input_fired_time: 0.2759158611, output_fired_time: 0.0000000000, propagate_forward_time: 12.8207921982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6072874069
validation[          , genome  6495] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       800.38391, best error:       800.38391 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 172.7321319580s, input_fired_time: 2.2486720085, output_fired_time: 1.9159785509, propagate_forward_time: 63.3098716736, propagate_backward_time: 101.9254684448, weight_update_time: 0.1506222636, other_time: 3.3321304321
epoch time: 13.2660017014s, input_fired_time: 0.2689453363, output_fired_time: 0.0000000000, propagate_forward_time: 12.3971672058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5998888016
validation[          , genome  6495] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       818.91675, best error:       800.38391 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 174.9846343994s, input_fired_time: 2.2646856308, output_fired_time: 1.9280858040, propagate_forward_time: 64.4348602295, propagate_backward_time: 102.9925994873, weight_update_time: 0.1526108831, other_time: 3.3644104004
epoch time: 13.8171014786s, input_fired_time: 0.2761360109, output_fired_time: 0.0000000000, propagate_forward_time: 12.9284553528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6125097275
validation[          , genome  6495] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       835.36133, best error:       800.38391 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 173.5862426758s, input_fired_time: 2.2503166199, output_fired_time: 1.9242866039, propagate_forward_time: 63.8150749207, propagate_backward_time: 102.2424392700, weight_update_time: 0.1516206712, other_time: 3.3541183472
epoch time: 13.3602256775s, input_fired_time: 0.2681276202, output_fired_time: 0.0000000000, propagate_forward_time: 12.4942836761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978145599
validation[          , genome  6495] predictions:    9688/  10000 (96.88%), best:    9759/10000 (97.59%), error:       982.04401, best error:       800.38391 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 189.9642486572s, input_fired_time: 2.7888348103, output_fired_time: 1.9766499996, propagate_forward_time: 68.4807891846, propagate_backward_time: 113.3102798462, weight_update_time: 0.1547530442, other_time: 3.4076919556
epoch time: 21.9215965271s, input_fired_time: 0.3128294647, output_fired_time: 0.0000000000, propagate_forward_time: 20.6743717194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9343948364
validation[          , genome  6495] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       767.89032, best error:       767.89032 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 267.1247863770s, input_fired_time: 2.9543838501, output_fired_time: 2.9184021950, propagate_forward_time: 98.9132003784, propagate_backward_time: 157.1545715332, weight_update_time: 0.1700128615, other_time: 5.1842346191
epoch time: 20.2674598694s, input_fired_time: 0.5458806157, output_fired_time: 0.0000000000, propagate_forward_time: 18.8203029633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9012756348
validation[          , genome  6495] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       831.48785, best error:       767.89032 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 266.2388305664s, input_fired_time: 3.6878757477, output_fired_time: 3.6837093830, propagate_forward_time: 98.9189300537, propagate_backward_time: 155.0375061035, weight_update_time: 0.1689720005, other_time: 4.9108123779
epoch time: 19.9235286713s, input_fired_time: 0.5397589803, output_fired_time: 0.0000000000, propagate_forward_time: 17.9867115021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3970584869
validation[          , genome  6495] predictions:    9729/  10000 (97.29%), best:    9776/10000 (97.76%), error:       875.88599, best error:       767.89032 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 265.9841613770s, input_fired_time: 3.4462065697, output_fired_time: 2.4325280190, propagate_forward_time: 96.4834671021, propagate_backward_time: 158.9729919434, weight_update_time: 0.1679981500, other_time: 4.6489868164
epoch time: 20.0308494568s, input_fired_time: 0.5421818495, output_fired_time: 0.0000000000, propagate_forward_time: 18.5889816284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8996868134
validation[          , genome  6495] predictions:    9768/  10000 (97.68%), best:    9776/10000 (97.76%), error:       791.18872, best error:       767.89032 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 265.2048645020s, input_fired_time: 2.9466218948, output_fired_time: 2.6718418598, propagate_forward_time: 99.5941848755, propagate_backward_time: 155.5893859863, weight_update_time: 0.1686841995, other_time: 4.4028320313
epoch time: 19.4826335907s, input_fired_time: 0.2915288806, output_fired_time: 0.0000000000, propagate_forward_time: 18.5490989685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420059204
validation[          , genome  6495] predictions:    9779/  10000 (97.79%), best:    9776/10000 (97.76%), error:       782.12579, best error:       767.89032 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 268.1062622070s, input_fired_time: 3.7147057056, output_fired_time: 2.9501245022, propagate_forward_time: 99.5376129150, propagate_backward_time: 157.9767303467, weight_update_time: 0.1701229662, other_time: 3.9270935059
epoch time: 21.1080665588s, input_fired_time: 0.5559051037, output_fired_time: 0.0000000000, propagate_forward_time: 19.8869743347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6651878357
validation[          , genome  6495] predictions:    9739/  10000 (97.39%), best:    9776/10000 (97.76%), error:       865.11609, best error:       767.89032 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 265.8700561523s, input_fired_time: 2.4538347721, output_fired_time: 3.4214179516, propagate_forward_time: 96.4846115112, propagate_backward_time: 158.5935211182, weight_update_time: 0.1695664525, other_time: 4.9166717529
epoch time: 20.9430942535s, input_fired_time: 0.2988562882, output_fired_time: 0.0000000000, propagate_forward_time: 19.4788608551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1653766632
validation[          , genome  6495] predictions:    9741/  10000 (97.41%), best:    9776/10000 (97.76%), error:       812.97601, best error:       767.89032 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 266.4934387207s, input_fired_time: 2.9613003731, output_fired_time: 3.1766057014, propagate_forward_time: 99.7068176270, propagate_backward_time: 156.2262725830, weight_update_time: 0.1697553247, other_time: 4.4224395752
epoch time: 21.8426361084s, input_fired_time: 0.3140138090, output_fired_time: 0.0000000000, propagate_forward_time: 20.5987930298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9298286438
validation[          , genome  6495] predictions:    9739/  10000 (97.39%), best:    9776/10000 (97.76%), error:       859.16968, best error:       767.89032 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 269.8987426758s, input_fired_time: 3.7250330448, output_fired_time: 3.4575943947, propagate_forward_time: 101.3455886841, propagate_backward_time: 156.4281158447, weight_update_time: 0.1712232679, other_time: 4.9424285889
epoch time: 23.0240325928s, input_fired_time: 0.3239421844, output_fired_time: 0.0000000000, propagate_forward_time: 21.7437305450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9563598633
validation[          , genome  6495] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       740.52563, best error:       740.52563 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 265.7614746094s, input_fired_time: 3.1976017952, output_fired_time: 2.6655249596, propagate_forward_time: 102.3774261475, propagate_backward_time: 153.6065216064, weight_update_time: 0.1690683067, other_time: 3.9143981934
epoch time: 20.0278987885s, input_fired_time: 0.2932677865, output_fired_time: 0.0000000000, propagate_forward_time: 18.3352146149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3994159698
validation[          , genome  6495] predictions:    9722/  10000 (97.22%), best:    9789/10000 (97.89%), error:       887.10364, best error:       740.52563 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 220.2300415039s, input_fired_time: 3.3702158928, output_fired_time: 2.5621206760, propagate_forward_time: 81.3492507935, propagate_backward_time: 128.6762237549, weight_update_time: 0.1613728702, other_time: 4.2722320557
epoch time: 13.9179229736s, input_fired_time: 0.2801071107, output_fired_time: 0.0000000000, propagate_forward_time: 13.0194969177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183185577
validation[          , genome  6495] predictions:    9760/  10000 (97.60%), best:    9789/10000 (97.89%), error:       787.02466, best error:       740.52563 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 179.2822875977s, input_fired_time: 2.3090646267, output_fired_time: 1.9816977978, propagate_forward_time: 66.0540466309, propagate_backward_time: 105.5130691528, weight_update_time: 0.1555267721, other_time: 3.4244003296
epoch time: 13.7929430008s, input_fired_time: 0.2806958854, output_fired_time: 0.0000000000, propagate_forward_time: 12.8986701965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135768890
validation[          , genome  6495] predictions:    9727/  10000 (97.27%), best:    9789/10000 (97.89%), error:       861.25360, best error:       740.52563 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 175.8455657959s, input_fired_time: 2.2839126587, output_fired_time: 1.9445612431, propagate_forward_time: 64.9554977417, propagate_backward_time: 103.2898254395, weight_update_time: 0.1530788392, other_time: 3.3717575073
epoch time: 13.2448778152s, input_fired_time: 0.2697406113, output_fired_time: 0.0000000000, propagate_forward_time: 12.3753976822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5997390747
validation[          , genome  6495] predictions:    9774/  10000 (97.74%), best:    9789/10000 (97.89%), error:       753.07129, best error:       740.52563 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 178.6742706299s, input_fired_time: 2.3021438122, output_fired_time: 1.9729714394, propagate_forward_time: 65.7034149170, propagate_backward_time: 105.2859497070, weight_update_time: 0.1548626721, other_time: 3.4097900391
epoch time: 12.2294692993s, input_fired_time: 0.2560602129, output_fired_time: 0.0000000000, propagate_forward_time: 11.4021911621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5712175369
validation[          , genome  6495] predictions:    9771/  10000 (97.71%), best:    9789/10000 (97.89%), error:       767.68805, best error:       740.52563 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 173.7931518555s, input_fired_time: 2.2686636448, output_fired_time: 1.9254714251, propagate_forward_time: 63.9400939941, propagate_backward_time: 102.2872619629, weight_update_time: 0.1527429521, other_time: 3.3716583252
epoch time: 14.7945585251s, input_fired_time: 0.2922596037, output_fired_time: 0.0000000000, propagate_forward_time: 13.8628749847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6394243240
validation[          , genome  6495] predictions:    9758/  10000 (97.58%), best:    9789/10000 (97.89%), error:       860.32214, best error:       740.52563 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 182.7176513672s, input_fired_time: 2.3492953777, output_fired_time: 2.0141055584, propagate_forward_time: 67.8123931885, propagate_backward_time: 107.0897216797, weight_update_time: 0.1575798690, other_time: 3.4521484375
epoch time: 14.4404306412s, input_fired_time: 0.2901352942, output_fired_time: 0.0000000000, propagate_forward_time: 13.5218458176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284494400
validation[          , genome  6495] predictions:    9745/  10000 (97.45%), best:    9789/10000 (97.89%), error:       911.93011, best error:       740.52563 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 183.9532928467s, input_fired_time: 2.3493685722, output_fired_time: 2.0248773098, propagate_forward_time: 68.1824188232, propagate_backward_time: 107.9254150391, weight_update_time: 0.1585174054, other_time: 3.4712219238
epoch time: 14.5952930450s, input_fired_time: 0.2910600305, output_fired_time: 0.0000000000, propagate_forward_time: 13.6730213165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6312112808
validation[          , genome  6495] predictions:    9780/  10000 (97.80%), best:    9789/10000 (97.89%), error:       796.92719, best error:       740.52563 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 186.4479675293s, input_fired_time: 2.3692781925, output_fired_time: 2.0448563099, propagate_forward_time: 68.8663558960, propagate_backward_time: 109.6605606079, weight_update_time: 0.1602361947, other_time: 3.5069122314
epoch time: 14.1641883850s, input_fired_time: 0.2875542343, output_fired_time: 0.0000000000, propagate_forward_time: 13.2508840561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6257505417
validation[          , genome  6495] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       688.79828, best error:       688.79828 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 232.3740386963s, input_fired_time: 2.7362406254, output_fired_time: 2.7084305286, propagate_forward_time: 86.3026962280, propagate_backward_time: 135.6582641602, weight_update_time: 0.1705341339, other_time: 4.9684143066
epoch time: 23.1185131073s, input_fired_time: 0.5792628527, output_fired_time: 0.0000000000, propagate_forward_time: 21.8306846619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7085647583
validation[          , genome  6495] predictions:    9738/  10000 (97.38%), best:    9773/10000 (97.73%), error:       869.50702, best error:       688.79828 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 296.5124511719s, input_fired_time: 3.4096930027, output_fired_time: 3.1506698132, propagate_forward_time: 111.0543670654, propagate_backward_time: 173.4593811035, weight_update_time: 0.1839194596, other_time: 5.4383392334
epoch time: 23.9813766479s, input_fired_time: 0.5934900641, output_fired_time: 0.0000000000, propagate_forward_time: 22.4107074738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9771785736
validation[          , genome  6495] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       782.25922, best error:       688.79828 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 299.2127685547s, input_fired_time: 4.6626524925, output_fired_time: 2.6894690990, propagate_forward_time: 112.7845077515, propagate_backward_time: 174.3677368164, weight_update_time: 0.1857114881, other_time: 4.7083740234
epoch time: 23.9842796326s, input_fired_time: 0.3338178098, output_fired_time: 0.0000000000, propagate_forward_time: 22.1750469208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4754142761
validation[          , genome  6495] predictions:    9740/  10000 (97.40%), best:    9773/10000 (97.73%), error:       807.38763, best error:       688.79828 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 306.1030883789s, input_fired_time: 4.4229884148, output_fired_time: 3.9625396729, propagate_forward_time: 112.9391174316, propagate_backward_time: 179.5641479492, weight_update_time: 0.1864098459, other_time: 5.2143249512
epoch time: 25.0559806824s, input_fired_time: 0.3410359919, output_fired_time: 0.0000000000, propagate_forward_time: 23.9265861511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7883586884
validation[          , genome  6495] predictions:    9770/  10000 (97.70%), best:    9773/10000 (97.73%), error:       742.43280, best error:       688.79828 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 205.8470306396s, input_fired_time: 2.7771973610, output_fired_time: 2.2414569855, propagate_forward_time: 75.6783523560, propagate_backward_time: 121.4901351929, weight_update_time: 0.1635407060, other_time: 3.6598968506
epoch time: 16.8568992615s, input_fired_time: 0.3387063742, output_fired_time: 0.0000000000, propagate_forward_time: 15.8847398758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6334524155
validation[          , genome  6495] predictions:    9780/  10000 (97.80%), best:    9773/10000 (97.73%), error:       724.61322, best error:       688.79828 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 192.6634368896s, input_fired_time: 2.3985099792, output_fired_time: 2.1125886440, propagate_forward_time: 71.6658096313, propagate_backward_time: 112.9610977173, weight_update_time: 0.1617583036, other_time: 3.5254211426
epoch time: 16.7879734039s, input_fired_time: 0.2969454825, output_fired_time: 0.0000000000, propagate_forward_time: 15.7608461380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7301816940
validation[          , genome  6495] predictions:    9776/  10000 (97.76%), best:    9773/10000 (97.73%), error:       742.70374, best error:       688.79828 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 198.4061126709s, input_fired_time: 2.4564168453, output_fired_time: 2.1451098919, propagate_forward_time: 73.7367782593, propagate_backward_time: 116.3523864746, weight_update_time: 0.1617481560, other_time: 3.7154159546
epoch time: 15.5559616089s, input_fired_time: 0.2941227853, output_fired_time: 0.0000000000, propagate_forward_time: 14.5442628860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7175760269
validation[          , genome  6495] predictions:    9718/  10000 (97.18%), best:    9773/10000 (97.73%), error:       916.41016, best error:       688.79828 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 197.2612152100s, input_fired_time: 2.5627174377, output_fired_time: 2.0954380035, propagate_forward_time: 73.1191101074, propagate_backward_time: 115.8506546021, weight_update_time: 0.2259064466, other_time: 3.6332931519
epoch time: 16.3515567780s, input_fired_time: 0.3113841414, output_fired_time: 0.0000000000, propagate_forward_time: 15.3735685349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6666040421
validation[          , genome  6495] predictions:    9758/  10000 (97.58%), best:    9773/10000 (97.73%), error:       794.86713, best error:       688.79828 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 198.0357055664s, input_fired_time: 2.5692780018, output_fired_time: 2.3512301445, propagate_forward_time: 73.2708969116, propagate_backward_time: 116.2857818604, weight_update_time: 0.1630271077, other_time: 3.5585250854
epoch time: 16.2114562988s, input_fired_time: 0.3021352291, output_fired_time: 0.0000000000, propagate_forward_time: 15.0870227814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8222980499
validation[          , genome  6495] predictions:    9774/  10000 (97.74%), best:    9773/10000 (97.73%), error:       747.46570, best error:       688.79828 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 202.0923004150s, input_fired_time: 2.5609803200, output_fired_time: 2.1727821827, propagate_forward_time: 74.9013519287, propagate_backward_time: 118.7863693237, weight_update_time: 0.1653879434, other_time: 3.6708297729
epoch time: 15.2831144333s, input_fired_time: 0.3037526011, output_fired_time: 0.0000000000, propagate_forward_time: 14.3276386261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6517229080
validation[          , genome  6495] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       868.37781, best error:       688.79828 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 200.6589050293s, input_fired_time: 2.6149954796, output_fired_time: 2.1860728264, propagate_forward_time: 74.8230514526, propagate_backward_time: 117.3656005859, weight_update_time: 0.1652307361, other_time: 3.6691970825
epoch time: 16.0093383789s, input_fired_time: 0.3414963484, output_fired_time: 0.0000000000, propagate_forward_time: 15.0226182938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6452236176
validation[          , genome  6495] predictions:    9779/  10000 (97.79%), best:    9773/10000 (97.73%), error:       768.77148, best error:       688.79828 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 198.2514495850s, input_fired_time: 2.4721715450, output_fired_time: 2.1432950497, propagate_forward_time: 73.6229476929, propagate_backward_time: 116.3296890259, weight_update_time: 0.1633066833, other_time: 3.6833496094
epoch time: 15.7448015213s, input_fired_time: 0.3072855473, output_fired_time: 0.0000000000, propagate_forward_time: 14.5275669098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9099493027
validation[          , genome  6495] predictions:    9762/  10000 (97.62%), best:    9773/10000 (97.73%), error:       765.17969, best error:       688.79828 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 333.7591857910s, input_fired_time: 3.3179688454, output_fired_time: 3.2603285313, propagate_forward_time: 126.2824249268, propagate_backward_time: 195.0644836426, weight_update_time: 0.1862465590, other_time: 5.8339996338
epoch time: 26.2792072296s, input_fired_time: 0.5919024944, output_fired_time: 0.0000000000, propagate_forward_time: 24.5705146790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1167907715
validation[          , genome  6495] predictions:    9771/  10000 (97.71%), best:    9773/10000 (97.73%), error:       762.02197, best error:       688.79828 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 332.0619506836s, input_fired_time: 5.1123743057, output_fired_time: 3.9743716717, propagate_forward_time: 125.1576766968, propagate_backward_time: 192.4342193604, weight_update_time: 0.1864062697, other_time: 5.3833160400
epoch time: 25.6570415497s, input_fired_time: 0.3410320878, output_fired_time: 0.0000000000, propagate_forward_time: 24.5420017242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7740077972
validation[          , genome  6495] predictions:    9700/  10000 (97.00%), best:    9773/10000 (97.73%), error:      1015.23834, best error:       688.79828 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 322.0928039551s, input_fired_time: 3.6261832714, output_fired_time: 3.8687376976, propagate_forward_time: 122.9656906128, propagate_backward_time: 186.1150817871, weight_update_time: 0.2801962495, other_time: 5.5170898438
epoch time: 27.1245670319s, input_fired_time: 0.9366383553, output_fired_time: 0.0000000000, propagate_forward_time: 25.3682632446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8196659088
validation[          , genome  6495] predictions:    9775/  10000 (97.75%), best:    9773/10000 (97.73%), error:       756.49084, best error:       688.79828 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 334.9149780273s, input_fired_time: 4.8006997108, output_fired_time: 2.7130563259, propagate_forward_time: 125.6757507324, propagate_backward_time: 196.0279998779, weight_update_time: 0.1860447675, other_time: 5.6974945068
epoch time: 26.1915550232s, input_fired_time: 0.3401850760, output_fired_time: 0.0000000000, propagate_forward_time: 24.3581981659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4931716919
validation[          , genome  6495] predictions:    9756/  10000 (97.56%), best:    9773/10000 (97.73%), error:       758.33472, best error:       688.79828 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 339.0534973145s, input_fired_time: 4.0487599373, output_fired_time: 3.2607402802, propagate_forward_time: 126.5340042114, propagate_backward_time: 197.6685791016, weight_update_time: 0.6862423420, other_time: 7.5414123535
epoch time: 25.0886840820s, input_fired_time: 0.3841921687, output_fired_time: 0.0000000000, propagate_forward_time: 23.4625606537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2419319153
validation[          , genome  6495] predictions:    9783/  10000 (97.83%), best:    9773/10000 (97.73%), error:       727.77863, best error:       688.79828 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 333.8509826660s, input_fired_time: 4.4408755302, output_fired_time: 3.9149556160, propagate_forward_time: 125.1136169434, propagate_backward_time: 194.2504730225, weight_update_time: 0.2330291122, other_time: 6.1310577393
epoch time: 25.3572616577s, input_fired_time: 0.3412986398, output_fired_time: 0.0000000000, propagate_forward_time: 24.2431144714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7728481293
validation[          , genome  6495] predictions:    9736/  10000 (97.36%), best:    9773/10000 (97.73%), error:       910.34076, best error:       688.79828 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 323.8454895020s, input_fired_time: 3.3157253265, output_fired_time: 4.1193456650, propagate_forward_time: 119.7972106934, propagate_backward_time: 191.7444458008, weight_update_time: 0.1859567314, other_time: 4.8687438965
epoch time: 26.2345046997s, input_fired_time: 0.7156562209, output_fired_time: 0.0000000000, propagate_forward_time: 24.4337482452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0851001740
validation[          , genome  6495] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       790.80023, best error:       688.79828 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 353.9514465332s, input_fired_time: 4.2060799599, output_fired_time: 3.9615912437, propagate_forward_time: 134.5472564697, propagate_backward_time: 205.7053222656, weight_update_time: 0.5145600438, other_time: 5.5312042236
epoch time: 29.1862754822s, input_fired_time: 1.1892992258, output_fired_time: 0.0000000000, propagate_forward_time: 27.1289463043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8680305481
validation[          , genome  6495] predictions:    9775/  10000 (97.75%), best:    9773/10000 (97.73%), error:       764.92133, best error:       688.79828 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 335.1880798340s, input_fired_time: 3.3027169704, output_fired_time: 3.2738075256, propagate_forward_time: 125.4838867188, propagate_backward_time: 197.4348449707, weight_update_time: 0.1859116852, other_time: 5.6928405762
epoch time: 29.8189010620s, input_fired_time: 0.4350124300, output_fired_time: 0.0000000000, propagate_forward_time: 28.3752250671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0086631775
validation[          , genome  6495] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       882.14862, best error:       688.79828 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 328.4346313477s, input_fired_time: 4.4453582764, output_fired_time: 3.2559890747, propagate_forward_time: 123.6299743652, propagate_backward_time: 191.1972961426, weight_update_time: 0.1857739091, other_time: 5.9060058594
epoch time: 26.0529747009s, input_fired_time: 0.5922588706, output_fired_time: 0.0000000000, propagate_forward_time: 24.1409053802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3198108673
validation[          , genome  6495] predictions:    9792/  10000 (97.92%), best:    9773/10000 (97.73%), error:       747.28229, best error:       688.79828 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 337.1799621582s, input_fired_time: 4.4911627769, output_fired_time: 3.6453621387, propagate_forward_time: 126.2558898926, propagate_backward_time: 197.7205657959, weight_update_time: 0.1864139438, other_time: 5.0670013428
epoch time: 28.6702041626s, input_fired_time: 0.3430677056, output_fired_time: 0.0000000000, propagate_forward_time: 27.2731475830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0539894104
validation[          , genome  6495] predictions:    9789/  10000 (97.89%), best:    9773/10000 (97.73%), error:       734.53235, best error:       688.79828 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 331.3434143066s, input_fired_time: 4.9426579475, output_fired_time: 3.7000691891, propagate_forward_time: 125.7439193726, propagate_backward_time: 189.9382324219, weight_update_time: 0.2796292603, other_time: 7.0185241699
epoch time: 27.1485309601s, input_fired_time: 0.3432766199, output_fired_time: 0.0000000000, propagate_forward_time: 24.9067745209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8984794617
validation[          , genome  6495] predictions:    9775/  10000 (97.75%), best:    9773/10000 (97.73%), error:       764.33191, best error:       688.79828 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 325.5225524902s, input_fired_time: 4.9612727165, output_fired_time: 2.7965064049, propagate_forward_time: 122.8103485107, propagate_backward_time: 189.4093627930, weight_update_time: 0.1856638491, other_time: 5.5450592041
epoch time: 15.6396913528s, input_fired_time: 0.2989802063, output_fired_time: 0.0000000000, propagate_forward_time: 14.6552400589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6854715347
validation[          , genome  6495] predictions:    9752/  10000 (97.52%), best:    9773/10000 (97.73%), error:       804.29352, best error:       688.79828 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 206.7174987793s, input_fired_time: 2.5530014038, output_fired_time: 2.1746613979, propagate_forward_time: 77.2834701538, propagate_backward_time: 121.0504302979, weight_update_time: 0.1683529913, other_time: 3.6559219360
epoch time: 18.2536411285s, input_fired_time: 0.3764271140, output_fired_time: 0.0000000000, propagate_forward_time: 17.1766281128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7005863190
validation[          , genome  6495] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       822.53748, best error:       688.79828 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 204.9684906006s, input_fired_time: 2.6384096146, output_fired_time: 2.1399261951, propagate_forward_time: 76.2581634521, propagate_backward_time: 120.1893463135, weight_update_time: 0.1669428647, other_time: 3.7426452637
epoch time: 17.0850944519s, input_fired_time: 0.3113994300, output_fired_time: 0.0000000000, propagate_forward_time: 16.0655269623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7081680298
validation[          , genome  6495] predictions:    9806/  10000 (98.06%), best:    9773/10000 (97.73%), error:       703.36371, best error:       688.79828 on epoch:    39, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 196.4915313721s, input_fired_time: 2.4296495914, output_fired_time: 2.1479206085, propagate_forward_time: 73.2528152466, propagate_backward_time: 114.9814605713, weight_update_time: 0.1632385552, other_time: 3.6796798706
epoch time: 17.5541400909s, input_fired_time: 0.3164422512, output_fired_time: 0.0000000000, propagate_forward_time: 16.5122585297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7254390717
validation[          , genome  6495] predictions:    9767/  10000 (97.67%), best:    9773/10000 (97.73%), error:       797.15247, best error:       688.79828 on epoch:    39, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 214.3683319092s, input_fired_time: 2.6226096153, output_fired_time: 2.3152413368, propagate_forward_time: 79.4973449707, propagate_backward_time: 125.9437484741, weight_update_time: 0.1666131467, other_time: 3.9893875122
epoch time: 15.5194635391s, input_fired_time: 0.3062568307, output_fired_time: 0.0000000000, propagate_forward_time: 14.5259370804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872692108
validation[          , genome  6495] predictions:    9781/  10000 (97.81%), best:    9773/10000 (97.73%), error:       729.64282, best error:       688.79828 on epoch:    39, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 204.5446319580s, input_fired_time: 2.5796527863, output_fired_time: 2.2756068707, propagate_forward_time: 76.3213272095, propagate_backward_time: 119.6180572510, weight_update_time: 0.1839344501, other_time: 3.7499923706
epoch time: 15.7406177521s, input_fired_time: 0.4321590960, output_fired_time: 0.0000000000, propagate_forward_time: 14.6524610519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6559972763
validation[          , genome  6495] predictions:    9781/  10000 (97.81%), best:    9773/10000 (97.73%), error:       711.73688, best error:       688.79828 on epoch:    39, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 203.2111816406s, input_fired_time: 2.5674624443, output_fired_time: 2.1363985538, propagate_forward_time: 75.5646820068, propagate_backward_time: 119.3399124146, weight_update_time: 0.1659035087, other_time: 3.6027297974
epoch time: 16.0554351807s, input_fired_time: 0.2983677983, output_fired_time: 0.0000000000, propagate_forward_time: 15.0421905518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7148771286
validation[          , genome  6495] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       740.44690, best error:       688.79828 on epoch:    39, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 205.2433471680s, input_fired_time: 2.5082957745, output_fired_time: 2.1645998955, propagate_forward_time: 76.6379852295, propagate_backward_time: 120.2849731445, weight_update_time: 0.1660033911, other_time: 3.6474914551
epoch time: 16.6839447021s, input_fired_time: 0.3173300326, output_fired_time: 0.0000000000, propagate_forward_time: 15.6915655136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6750497818
validation[          , genome  6495] predictions:    9790/  10000 (97.90%), best:    9773/10000 (97.73%), error:       704.77203, best error:       688.79828 on epoch:    39, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 200.4727020264s, input_fired_time: 2.4529821873, output_fired_time: 2.2249360085, propagate_forward_time: 74.7259902954, propagate_backward_time: 117.2440490723, weight_update_time: 0.1661303788, other_time: 3.8247451782
epoch time: 17.5023498535s, input_fired_time: 0.3071517944, output_fired_time: 0.0000000000, propagate_forward_time: 16.4622459412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7329521179
validation[          , genome  6495] predictions:    9791/  10000 (97.91%), best:    9773/10000 (97.73%), error:       696.32892, best error:       688.79828 on epoch:    39, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 203.7873687744s, input_fired_time: 2.5089235306, output_fired_time: 2.2910766602, propagate_forward_time: 76.1385803223, propagate_backward_time: 119.2304153442, weight_update_time: 0.1656270623, other_time: 3.6183700562
epoch time: 17.0219154358s, input_fired_time: 0.3194226027, output_fired_time: 0.0000000000, propagate_forward_time: 15.9164924622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7860012054
validation[          , genome  6495] predictions:    9788/  10000 (97.88%), best:    9773/10000 (97.73%), error:       710.34601, best error:       688.79828 on epoch:    39, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 203.0591278076s, input_fired_time: 2.5241982937, output_fired_time: 2.1702063084, propagate_forward_time: 75.5760116577, propagate_backward_time: 119.0237731934, weight_update_time: 0.1655507833, other_time: 3.7649307251
epoch time: 15.8149795532s, input_fired_time: 0.3137982786, output_fired_time: 0.0000000000, propagate_forward_time: 14.8351087570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6660728455
validation[          , genome  6495] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       686.88239, best error:       686.88239 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 203.1560211182s, input_fired_time: 2.5297501087, output_fired_time: 2.1925585270, propagate_forward_time: 75.7353820801, propagate_backward_time: 119.0385284424, weight_update_time: 0.1675900668, other_time: 3.6597900391
epoch time: 18.1414146423s, input_fired_time: 0.3583613336, output_fired_time: 0.0000000000, propagate_forward_time: 16.9821681976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8008842468
validation[          , genome  6495] predictions:    9800/  10000 (98.00%), best:    9797/10000 (97.97%), error:       688.07477, best error:       686.88239 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 206.3523254395s, input_fired_time: 2.7129015923, output_fired_time: 2.1723749638, propagate_forward_time: 76.5815429688, propagate_backward_time: 121.1496200562, weight_update_time: 0.1682449579, other_time: 3.7358779907
epoch time: 17.0950908661s, input_fired_time: 0.3273935914, output_fired_time: 0.0000000000, propagate_forward_time: 16.0278301239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7398662567
validation[          , genome  6495] predictions:    9777/  10000 (97.77%), best:    9797/10000 (97.97%), error:       735.53259, best error:       686.88239 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 204.5199737549s, input_fired_time: 2.5172362328, output_fired_time: 2.3366415501, propagate_forward_time: 76.2985153198, propagate_backward_time: 119.5991210938, weight_update_time: 0.1699017733, other_time: 3.7684555054
epoch time: 16.9163112640s, input_fired_time: 0.3066285849, output_fired_time: 0.0000000000, propagate_forward_time: 15.9431829453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6664991379
validation[          , genome  6495] predictions:    9789/  10000 (97.89%), best:    9797/10000 (97.97%), error:       713.23077, best error:       686.88239 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 203.2756958008s, input_fired_time: 2.5641112328, output_fired_time: 2.2141761780, propagate_forward_time: 75.7615661621, propagate_backward_time: 119.0837860107, weight_update_time: 0.1691788882, other_time: 3.6520538330
epoch time: 17.5851154327s, input_fired_time: 0.3310272992, output_fired_time: 0.0000000000, propagate_forward_time: 16.5550518036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6990356445
validation[          , genome  6495] predictions:    9782/  10000 (97.82%), best:    9797/10000 (97.97%), error:       753.07727, best error:       686.88239 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 203.9182434082s, input_fired_time: 2.5977792740, output_fired_time: 2.2000155449, propagate_forward_time: 75.8851776123, propagate_backward_time: 119.4221038818, weight_update_time: 0.1703425944, other_time: 3.8131713867
epoch time: 17.2027645111s, input_fired_time: 0.3235376477, output_fired_time: 0.0000000000, propagate_forward_time: 16.1942119598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850147247
validation[          , genome  6495] predictions:    9784/  10000 (97.84%), best:    9797/10000 (97.97%), error:       733.56927, best error:       686.88239 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 207.0662231445s, input_fired_time: 2.5418517590, output_fired_time: 2.2698879242, propagate_forward_time: 77.1757278442, propagate_backward_time: 121.2665481567, weight_update_time: 0.1695367396, other_time: 3.8122100830
epoch time: 16.3408718109s, input_fired_time: 0.3438928723, output_fired_time: 0.0000000000, propagate_forward_time: 15.3325767517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6644020081
validation[          , genome  6495] predictions:    9769/  10000 (97.69%), best:    9797/10000 (97.97%), error:       765.75269, best error:       686.88239 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 204.7096252441s, input_fired_time: 2.5801947117, output_fired_time: 2.2423443794, propagate_forward_time: 76.5266647339, propagate_backward_time: 119.6732254028, weight_update_time: 0.1696657985, other_time: 3.6871948242
epoch time: 16.6947402954s, input_fired_time: 0.3148657680, output_fired_time: 0.0000000000, propagate_forward_time: 15.6516256332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7282495499
validation[          , genome  6495] predictions:    9794/  10000 (97.94%), best:    9797/10000 (97.97%), error:       748.69128, best error:       686.88239 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 209.7999114990s, input_fired_time: 2.5359077454, output_fired_time: 2.2599253654, propagate_forward_time: 78.4651947021, propagate_backward_time: 122.7636489868, weight_update_time: 0.1722308993, other_time: 3.7752456665
epoch time: 15.3247594833s, input_fired_time: 0.3092787266, output_fired_time: 0.0000000000, propagate_forward_time: 14.3620777130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6534032822
validation[          , genome  6495] predictions:    9792/  10000 (97.92%), best:    9797/10000 (97.97%), error:       719.47736, best error:       686.88239 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 210.9138488770s, input_fired_time: 2.5574321747, output_fired_time: 2.2523381710, propagate_forward_time: 78.6487731934, propagate_backward_time: 123.5388488770, weight_update_time: 0.2673122287, other_time: 3.9164581299
epoch time: 16.5065746307s, input_fired_time: 0.3234623969, output_fired_time: 0.0000000000, propagate_forward_time: 15.4977731705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6853399277
validation[          , genome  6495] predictions:    9795/  10000 (97.95%), best:    9797/10000 (97.97%), error:       688.46613, best error:       686.88239 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 218.0024414063s, input_fired_time: 2.6722900867, output_fired_time: 2.2916574478, propagate_forward_time: 81.5199813843, propagate_backward_time: 127.6902313232, weight_update_time: 0.1758938432, other_time: 3.8282928467
epoch time: 17.0981922150s, input_fired_time: 0.3296766281, output_fired_time: 0.0000000000, propagate_forward_time: 16.0291576385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7393589020
validation[          , genome  6495] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       683.50537, best error:       683.50537 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 219.6196441650s, input_fired_time: 2.6310338974, output_fired_time: 2.2930972576, propagate_forward_time: 82.2148818970, propagate_backward_time: 128.5639953613, weight_update_time: 0.1765430570, other_time: 3.9166564941
epoch time: 16.9038887024s, input_fired_time: 0.3730949163, output_fired_time: 0.0000000000, propagate_forward_time: 15.8452987671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6854953766
validation[          , genome  6495] predictions:    9794/  10000 (97.94%), best:    9793/10000 (97.93%), error:       725.39056, best error:       683.50537 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 214.4393005371s, input_fired_time: 2.7268786430, output_fired_time: 2.2634708881, propagate_forward_time: 80.1575698853, propagate_backward_time: 125.4728164673, weight_update_time: 0.1749005169, other_time: 3.8185653687
epoch time: 15.7361755371s, input_fired_time: 0.3078635931, output_fired_time: 0.0000000000, propagate_forward_time: 14.7026472092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7256650925
validation[          , genome  6495] predictions:    9774/  10000 (97.74%), best:    9793/10000 (97.93%), error:       783.67767, best error:       683.50537 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 210.1384735107s, input_fired_time: 2.6334471703, output_fired_time: 2.2590506077, propagate_forward_time: 78.5867080688, propagate_backward_time: 122.8977661133, weight_update_time: 0.1744586229, other_time: 3.7614974976
epoch time: 18.2949104309s, input_fired_time: 0.3337732553, output_fired_time: 0.0000000000, propagate_forward_time: 17.2611560822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6999816895
validation[          , genome  6495] predictions:    9796/  10000 (97.96%), best:    9793/10000 (97.93%), error:       689.15857, best error:       683.50537 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 206.7941284180s, input_fired_time: 2.5396356583, output_fired_time: 2.3399651051, propagate_forward_time: 77.1224746704, propagate_backward_time: 121.0916824341, weight_update_time: 0.1716186106, other_time: 3.7003631592
epoch time: 16.6930046082s, input_fired_time: 0.3269577920, output_fired_time: 0.0000000000, propagate_forward_time: 15.6792192459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868276596
validation[          , genome  6495] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       675.72357, best error:       675.72357 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 209.9127960205s, input_fired_time: 2.8202648163, output_fired_time: 2.2781136036, propagate_forward_time: 78.0032272339, propagate_backward_time: 122.8339920044, weight_update_time: 0.1721386909, other_time: 3.9772033691
epoch time: 16.0598964691s, input_fired_time: 0.3203427494, output_fired_time: 0.0000000000, propagate_forward_time: 15.0671730042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723804474
validation[          , genome  6495] predictions:    9786/  10000 (97.86%), best:    9807/10000 (98.07%), error:       755.35052, best error:       675.72357 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 212.5282897949s, input_fired_time: 2.6315097809, output_fired_time: 2.2219681740, propagate_forward_time: 79.4131469727, propagate_backward_time: 124.3797988892, weight_update_time: 0.1726768762, other_time: 3.8818588257
epoch time: 17.3671855927s, input_fired_time: 0.3763992488, output_fired_time: 0.0000000000, propagate_forward_time: 16.2222423553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7685432434
validation[          , genome  6495] predictions:    9766/  10000 (97.66%), best:    9807/10000 (98.07%), error:       798.32861, best error:       675.72357 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 210.7352600098s, input_fired_time: 2.6607255936, output_fired_time: 2.3881218433, propagate_forward_time: 78.6198654175, propagate_backward_time: 123.3126983643, weight_update_time: 0.1717030555, other_time: 3.7538528442
epoch time: 16.2812328339s, input_fired_time: 0.3162983656, output_fired_time: 0.0000000000, propagate_forward_time: 15.2940950394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6708393097
validation[          , genome  6495] predictions:    9801/  10000 (98.01%), best:    9807/10000 (98.07%), error:       685.47791, best error:       675.72357 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 210.1736755371s, input_fired_time: 2.5541877747, output_fired_time: 2.2965135574, propagate_forward_time: 78.4956283569, propagate_backward_time: 123.0548782349, weight_update_time: 0.1731847674, other_time: 3.7724761963
epoch time: 14.8945178986s, input_fired_time: 0.3040260375, output_fired_time: 0.0000000000, propagate_forward_time: 13.9482316971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6422605515
validation[          , genome  6495] predictions:    9765/  10000 (97.65%), best:    9807/10000 (98.07%), error:       795.02161, best error:       675.72357 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 207.6634368896s, input_fired_time: 2.5743315220, output_fired_time: 2.3359050751, propagate_forward_time: 77.3100891113, propagate_backward_time: 121.4955978394, weight_update_time: 0.2317147702, other_time: 3.9475173950
epoch time: 15.9280529022s, input_fired_time: 0.3186751604, output_fired_time: 0.0000000000, propagate_forward_time: 14.9395532608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6698246002
validation[          , genome  6495] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       744.68402, best error:       675.72357 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 348.4865722656s, input_fired_time: 4.0184221268, output_fired_time: 5.1741294861, propagate_forward_time: 131.2837219238, propagate_backward_time: 202.1245269775, weight_update_time: 0.4363313913, other_time: 5.8857574463
epoch time: 30.1396102905s, input_fired_time: 0.3492737710, output_fired_time: 0.0000000000, propagate_forward_time: 28.3458576202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4444789886
validation[          , genome  6495] predictions:    9795/  10000 (97.95%), best:    9807/10000 (98.07%), error:       719.73401, best error:       675.72357 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 350.2578735352s, input_fired_time: 4.1364598274, output_fired_time: 4.4302392006, propagate_forward_time: 132.8728637695, propagate_backward_time: 202.5616455078, weight_update_time: 0.4361109138, other_time: 6.2566528320
epoch time: 29.0916252136s, input_fired_time: 0.9559724331, output_fired_time: 0.0000000000, propagate_forward_time: 27.0657806396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0698719025
validation[          , genome  6495] predictions:    9795/  10000 (97.95%), best:    9807/10000 (98.07%), error:       707.83801, best error:       675.72357 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 355.8440246582s, input_fired_time: 4.1863713264, output_fired_time: 3.5394315720, propagate_forward_time: 134.6576843262, propagate_backward_time: 207.4577941895, weight_update_time: 0.1862132549, other_time: 6.0027465820
epoch time: 32.4794235229s, input_fired_time: 0.3466978073, output_fired_time: 0.0000000000, propagate_forward_time: 30.5623760223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5703487396
validation[          , genome  6495] predictions:    9791/  10000 (97.91%), best:    9807/10000 (98.07%), error:       701.72253, best error:       675.72357 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 357.2932434082s, input_fired_time: 4.1533265114, output_fired_time: 3.4354758263, propagate_forward_time: 135.3658905029, propagate_backward_time: 208.2744140625, weight_update_time: 0.1861384958, other_time: 6.0641326904
epoch time: 26.8209323883s, input_fired_time: 0.6963581443, output_fired_time: 0.0000000000, propagate_forward_time: 25.2725696564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8520050049
validation[          , genome  6495] predictions:    9789/  10000 (97.89%), best:    9807/10000 (98.07%), error:       696.57239, best error:       675.72357 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 347.2168579102s, input_fired_time: 4.3567824364, output_fired_time: 3.1426694393, propagate_forward_time: 131.3433837891, propagate_backward_time: 202.9290313721, weight_update_time: 0.4358028173, other_time: 5.4449920654
epoch time: 29.5655403137s, input_fired_time: 0.6918073893, output_fired_time: 0.0000000000, propagate_forward_time: 27.8227443695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0509891510
validation[          , genome  6495] predictions:    9776/  10000 (97.76%), best:    9807/10000 (98.07%), error:       728.24713, best error:       675.72357 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 347.8367004395s, input_fired_time: 4.0849189758, output_fired_time: 4.4753856659, propagate_forward_time: 130.4715118408, propagate_backward_time: 202.8808898926, weight_update_time: 0.1863693595, other_time: 5.9239959717
epoch time: 27.8259849548s, input_fired_time: 0.3482943177, output_fired_time: 0.0000000000, propagate_forward_time: 26.3955116272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0821781158
validation[          , genome  6495] predictions:    9779/  10000 (97.79%), best:    9807/10000 (98.07%), error:       735.67957, best error:       675.72357 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 353.4571838379s, input_fired_time: 3.8900301456, output_fired_time: 3.8953192234, propagate_forward_time: 134.0395202637, propagate_backward_time: 204.3718109131, weight_update_time: 0.2796562016, other_time: 7.2604827881
epoch time: 27.5906314850s, input_fired_time: 0.4432485998, output_fired_time: 0.0000000000, propagate_forward_time: 26.2967014313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8506813049
validation[          , genome  6495] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       737.66516, best error:       675.72357 on epoch:    88, 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: 138.2582244873s, input_fired_time: 3.3841440678, output_fired_time: 0.0000000000, propagate_forward_time: 129.3495788574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5245056152
best training[          , genome  6495] predictions:   49791/  50000 (99.58%), best:    9807/10000 (98.07%), error:      1035.40723, best error:       675.72357 on epoch:    88, 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: 30.0003547668s, input_fired_time: 0.3456328213, output_fired_time: 0.0000000000, propagate_forward_time: 28.5326652527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1220569611
   testing[          , genome  6495] predictions:    9806/  10000 (98.06%), best:    9807/10000 (98.07%), error:       621.16125, best error:       675.72357 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:23:38 (11920): called boinc_finish(0)

</stderr_txt>
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