Nameexact_genome_1518178202_57_18346_1
Workunit2991807
Created9 Feb 2018, 14:12:48 UTC
Sent9 Feb 2018, 14:31:21 UTC
Report deadline23 Mar 2018, 17:23:43 UTC
Received11 Feb 2018, 1:17:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time1 days 2 hours 43 min 22 sec
CPU time1 days 2 hours 13 min 21 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size178.16 MB
Peak swap size181.75 MB
Peak disk usage4.59 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
158569336
epoch time: 77.9040145874s, input_fired_time: 3.7337267399, output_fired_time: 0.0000000000, propagate_forward_time: 71.4851303101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6851577759
validation[          , genome 18346] predictions:    9836/  10000 (98.36%), best:    9857/10000 (98.57%), error:       519.31952, best error:       475.49625 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 958.0871582031s, input_fired_time: 16.2395648956, output_fired_time: 16.0746459961, propagate_forward_time: 348.3201293945, propagate_backward_time: 563.1163940430, weight_update_time: 0.7066401839, other_time: 14.3364257813
epoch time: 75.2802886963s, input_fired_time: 1.7910856009, output_fired_time: 0.0000000000, propagate_forward_time: 69.7042922974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7849121094
validation[          , genome 18346] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       438.96939, best error:       438.96939 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 931.4940185547s, input_fired_time: 13.7870845795, output_fired_time: 12.6882066727, propagate_forward_time: 341.8253173828, propagate_backward_time: 547.4490356445, weight_update_time: 0.6960318089, other_time: 15.7443237305
epoch time: 73.1947937012s, input_fired_time: 2.6977670193, output_fired_time: 0.0000000000, propagate_forward_time: 68.0049285889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4920959473
validation[          , genome 18346] predictions:    9862/  10000 (98.62%), best:    9866/10000 (98.66%), error:       452.99258, best error:       438.96939 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 934.1858520508s, input_fired_time: 14.8576450348, output_fired_time: 13.7955837250, propagate_forward_time: 339.0645751953, propagate_backward_time: 552.7468261719, weight_update_time: 0.6981318593, other_time: 13.7211914063
epoch time: 73.2864990234s, input_fired_time: 1.7393718958, output_fired_time: 0.0000000000, propagate_forward_time: 68.9935455322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5535812378
validation[          , genome 18346] predictions:    9851/  10000 (98.51%), best:    9866/10000 (98.66%), error:       467.43024, best error:       438.96939 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 932.1535644531s, input_fired_time: 17.7761898041, output_fired_time: 12.7864151001, propagate_forward_time: 337.3677978516, propagate_backward_time: 550.5523681641, weight_update_time: 0.7013787627, other_time: 13.6707763672
epoch time: 71.7357254028s, input_fired_time: 1.7113603354, output_fired_time: 0.0000000000, propagate_forward_time: 67.4962615967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5281066895
validation[          , genome 18346] predictions:    9855/  10000 (98.55%), best:    9866/10000 (98.66%), error:       463.53046, best error:       438.96939 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 929.4379272461s, input_fired_time: 13.8379564285, output_fired_time: 12.6823492050, propagate_forward_time: 345.7510070801, propagate_backward_time: 542.3360595703, weight_update_time: 0.6998147368, other_time: 14.8305664063
epoch time: 71.3683319092s, input_fired_time: 1.7059127092, output_fired_time: 0.0000000000, propagate_forward_time: 67.1537399292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5086822510
validation[          , genome 18346] predictions:    9849/  10000 (98.49%), best:    9866/10000 (98.66%), error:       493.61871, best error:       438.96939 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 946.7368164063s, input_fired_time: 15.0549678802, output_fired_time: 15.2065353394, propagate_forward_time: 350.5344238281, propagate_backward_time: 552.1487426758, weight_update_time: 0.7035076618, other_time: 13.7921142578
epoch time: 71.7429885864s, input_fired_time: 1.7154781818, output_fired_time: 0.0000000000, propagate_forward_time: 67.5004425049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5270690918
validation[          , genome 18346] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       432.75830, best error:       432.75830 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 948.3735351563s, input_fired_time: 14.0004653931, output_fired_time: 16.0984611511, propagate_forward_time: 350.5443725586, propagate_backward_time: 553.7341918945, weight_update_time: 0.7153082490, other_time: 13.9960327148
epoch time: 71.7141036987s, input_fired_time: 1.7180516720, output_fired_time: 0.0000000000, propagate_forward_time: 67.4353027344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5607528687
validation[          , genome 18346] predictions:    9837/  10000 (98.37%), best:    9857/10000 (98.57%), error:       485.36145, best error:       432.75830 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 964.5327758789s, input_fired_time: 15.3797588348, output_fired_time: 14.2948837280, propagate_forward_time: 358.5063781738, propagate_backward_time: 562.3334350586, weight_update_time: 0.7248947024, other_time: 14.0183715820
epoch time: 72.2853393555s, input_fired_time: 1.7396315336, output_fired_time: 0.0000000000, propagate_forward_time: 67.9850311279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5606765747
validation[          , genome 18346] predictions:    9851/  10000 (98.51%), best:    9857/10000 (98.57%), error:       480.15540, best error:       432.75830 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 930.9210815430s, input_fired_time: 13.8848514557, output_fired_time: 12.7917928696, propagate_forward_time: 346.5896911621, propagate_backward_time: 543.0028076172, weight_update_time: 0.7083292007, other_time: 14.6519775391
epoch time: 74.3803939819s, input_fired_time: 1.8082150221, output_fired_time: 0.0000000000, propagate_forward_time: 69.9990386963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5731430054
validation[          , genome 18346] predictions:    9856/  10000 (98.56%), best:    9857/10000 (98.57%), error:       472.57281, best error:       432.75830 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 948.4707031250s, input_fired_time: 15.0105094910, output_fired_time: 14.2135057449, propagate_forward_time: 340.0601196289, propagate_backward_time: 564.2756347656, weight_update_time: 0.7164160609, other_time: 14.9109497070
epoch time: 71.7602310181s, input_fired_time: 1.7315318584, output_fired_time: 0.0000000000, propagate_forward_time: 67.5075073242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5211944580
validation[          , genome 18346] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       365.22101, best error:       365.22101 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 936.5592041016s, input_fired_time: 15.0225639343, output_fired_time: 13.8943452835, propagate_forward_time: 342.3921813965, propagate_backward_time: 550.5727539063, weight_update_time: 0.7061355710, other_time: 14.6773681641
epoch time: 75.2264099121s, input_fired_time: 1.7927612066, output_fired_time: 0.0000000000, propagate_forward_time: 70.8422164917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5914306641
validation[          , genome 18346] predictions:    9866/  10000 (98.66%), best:    9886/10000 (98.86%), error:       429.96432, best error:       365.22101 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 940.0936889648s, input_fired_time: 14.9580850601, output_fired_time: 13.9358062744, propagate_forward_time: 345.2839965820, propagate_backward_time: 550.4904785156, weight_update_time: 0.6978280544, other_time: 15.4253540039
epoch time: 72.6906890869s, input_fired_time: 1.7295961380, output_fired_time: 0.0000000000, propagate_forward_time: 68.4468307495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5142593384
validation[          , genome 18346] predictions:    9880/  10000 (98.80%), best:    9886/10000 (98.86%), error:       402.09933, best error:       365.22101 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 923.4649047852s, input_fired_time: 15.8818807602, output_fired_time: 13.6905422211, propagate_forward_time: 340.9523010254, propagate_backward_time: 539.3897705078, weight_update_time: 0.7034463286, other_time: 13.5504150391
epoch time: 71.2862472534s, input_fired_time: 1.7127186060, output_fired_time: 0.0000000000, propagate_forward_time: 67.0850524902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4884796143
validation[          , genome 18346] predictions:    9890/  10000 (98.90%), best:    9886/10000 (98.86%), error:       387.13168, best error:       365.22101 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 949.4515991211s, input_fired_time: 15.1571950912, output_fired_time: 13.0959262848, propagate_forward_time: 353.3608703613, propagate_backward_time: 552.8424072266, weight_update_time: 0.7110486031, other_time: 14.9952392578
epoch time: 82.1663513184s, input_fired_time: 1.9600191116, output_fired_time: 0.0000000000, propagate_forward_time: 77.3558120728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8505172729
validation[          , genome 18346] predictions:    9862/  10000 (98.62%), best:    9886/10000 (98.86%), error:       445.03265, best error:       365.22101 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 945.3139038086s, input_fired_time: 17.0886135101, output_fired_time: 14.9722518921, propagate_forward_time: 340.2033691406, propagate_backward_time: 557.0589599609, weight_update_time: 0.7079691887, other_time: 15.9907226563
epoch time: 72.8313827515s, input_fired_time: 1.7317645550, output_fired_time: 0.0000000000, propagate_forward_time: 68.5798110962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5198059082
validation[          , genome 18346] predictions:    9879/  10000 (98.79%), best:    9886/10000 (98.86%), error:       392.19839, best error:       365.22101 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 966.4868164063s, input_fired_time: 15.3205871582, output_fired_time: 15.3823280334, propagate_forward_time: 353.5579528809, propagate_backward_time: 563.3112182617, weight_update_time: 0.7107736468, other_time: 18.9147338867
epoch time: 77.8589782715s, input_fired_time: 1.8408865929, output_fired_time: 0.0000000000, propagate_forward_time: 73.4542236328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5638656616
validation[          , genome 18346] predictions:    9847/  10000 (98.47%), best:    9886/10000 (98.86%), error:       462.60385, best error:       365.22101 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 918.6011962891s, input_fired_time: 15.8684463501, output_fired_time: 12.5001907349, propagate_forward_time: 333.2138671875, propagate_backward_time: 542.4172363281, weight_update_time: 0.6962944269, other_time: 14.6014404297
epoch time: 69.8341827393s, input_fired_time: 1.7091306448, output_fired_time: 0.0000000000, propagate_forward_time: 65.6514053345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4736480713
validation[          , genome 18346] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       357.90286, best error:       357.90286 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 904.2412109375s, input_fired_time: 14.5683059692, output_fired_time: 12.4143247604, propagate_forward_time: 334.6725158691, propagate_backward_time: 528.2131347656, weight_update_time: 0.6831568480, other_time: 14.3729248047
epoch time: 71.0629730225s, input_fired_time: 1.7118476629, output_fired_time: 0.0000000000, propagate_forward_time: 66.8045654297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5465621948
validation[          , genome 18346] predictions:    9856/  10000 (98.56%), best:    9881/10000 (98.81%), error:       458.09726, best error:       357.90286 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 901.5747070313s, input_fired_time: 14.6368627548, output_fired_time: 12.3819637299, propagate_forward_time: 333.5325927734, propagate_backward_time: 526.6891479492, weight_update_time: 0.6856799722, other_time: 14.3341674805
epoch time: 70.8996124268s, input_fired_time: 1.7079735994, output_fired_time: 0.0000000000, propagate_forward_time: 66.6771850586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5144500732
validation[          , genome 18346] predictions:    9884/  10000 (98.84%), best:    9881/10000 (98.81%), error:       366.62112, best error:       357.90286 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 913.9920043945s, input_fired_time: 13.7048015594, output_fired_time: 12.5542316437, propagate_forward_time: 330.6320800781, propagate_backward_time: 541.4044189453, weight_update_time: 0.6923224926, other_time: 15.6964721680
epoch time: 78.6807785034s, input_fired_time: 1.8732562065, output_fired_time: 0.0000000000, propagate_forward_time: 74.1634979248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6440277100
validation[          , genome 18346] predictions:    9870/  10000 (98.70%), best:    9881/10000 (98.81%), error:       411.91049, best error:       357.90286 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 920.4326171875s, input_fired_time: 13.8206701279, output_fired_time: 12.6082830429, propagate_forward_time: 337.5699157715, propagate_backward_time: 541.9880981445, weight_update_time: 0.7064581513, other_time: 14.4456176758
epoch time: 69.5815887451s, input_fired_time: 1.6852649450, output_fired_time: 0.0000000000, propagate_forward_time: 64.4544677734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4418563843
validation[          , genome 18346] predictions:    9852/  10000 (98.52%), best:    9881/10000 (98.81%), error:       433.74606, best error:       357.90286 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 914.0596313477s, input_fired_time: 15.7601509094, output_fired_time: 12.5492486954, propagate_forward_time: 335.7557373047, propagate_backward_time: 536.5329589844, weight_update_time: 0.7011620998, other_time: 13.4615478516
epoch time: 68.9656448364s, input_fired_time: 1.6924079657, output_fired_time: 0.0000000000, propagate_forward_time: 64.7627182007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5105209351
validation[          , genome 18346] predictions:    9874/  10000 (98.74%), best:    9881/10000 (98.81%), error:       395.40405, best error:       357.90286 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 909.7155761719s, input_fired_time: 14.7354946136, output_fired_time: 13.4224367142, propagate_forward_time: 336.6161193848, propagate_backward_time: 531.5227661133, weight_update_time: 0.6927019954, other_time: 13.4187622070
epoch time: 74.2151184082s, input_fired_time: 2.7729806900, output_fired_time: 0.0000000000, propagate_forward_time: 68.7805938721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6615447998
validation[          , genome 18346] predictions:    9880/  10000 (98.80%), best:    9881/10000 (98.81%), error:       371.80991, best error:       357.90286 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 909.6633911133s, input_fired_time: 16.6781024933, output_fired_time: 13.5238351822, propagate_forward_time: 335.2652893066, propagate_backward_time: 530.7172851563, weight_update_time: 0.6913111806, other_time: 13.4788818359
epoch time: 69.4985427856s, input_fired_time: 1.6779752970, output_fired_time: 0.0000000000, propagate_forward_time: 65.3594512939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4611129761
validation[          , genome 18346] predictions:    9820/  10000 (98.20%), best:    9881/10000 (98.81%), error:       536.17303, best error:       357.90286 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 918.7596435547s, input_fired_time: 13.8214139938, output_fired_time: 12.5959978104, propagate_forward_time: 331.9524536133, propagate_backward_time: 545.8001708984, weight_update_time: 0.6975235939, other_time: 14.5895996094
epoch time: 70.6564483643s, input_fired_time: 1.6813048124, output_fired_time: 0.0000000000, propagate_forward_time: 66.5303421021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4448013306
validation[          , genome 18346] predictions:    9858/  10000 (98.58%), best:    9881/10000 (98.81%), error:       432.13229, best error:       357.90286 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 940.0479125977s, input_fired_time: 14.2754936218, output_fired_time: 12.8818216324, propagate_forward_time: 346.3550109863, propagate_backward_time: 551.4831542969, weight_update_time: 0.7169367075, other_time: 15.0523681641
epoch time: 69.8454513550s, input_fired_time: 1.6924669743, output_fired_time: 0.0000000000, propagate_forward_time: 65.7197723389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4332122803
validation[          , genome 18346] predictions:    9895/  10000 (98.95%), best:    9881/10000 (98.81%), error:       358.53046, best error:       357.90286 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 932.9374389648s, input_fired_time: 13.8930816650, output_fired_time: 14.8203296661, propagate_forward_time: 339.3536987305, propagate_backward_time: 550.1856689453, weight_update_time: 0.7044653893, other_time: 14.6846923828
epoch time: 70.1026229858s, input_fired_time: 1.7203164101, output_fired_time: 0.0000000000, propagate_forward_time: 64.9535980225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4287109375
validation[          , genome 18346] predictions:    9879/  10000 (98.79%), best:    9881/10000 (98.81%), error:       365.23682, best error:       357.90286 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 928.0451660156s, input_fired_time: 14.8895044327, output_fired_time: 12.7640228271, propagate_forward_time: 344.0467224121, propagate_backward_time: 542.8151245117, weight_update_time: 0.6981274486, other_time: 13.5297241211
epoch time: 76.3031616211s, input_fired_time: 1.8467332125, output_fired_time: 0.0000000000, propagate_forward_time: 71.9338836670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5225448608
validation[          , genome 18346] predictions:    9861/  10000 (98.61%), best:    9881/10000 (98.81%), error:       390.89825, best error:       357.90286 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 914.4946289063s, input_fired_time: 14.7707443237, output_fired_time: 12.4782781601, propagate_forward_time: 334.6672973633, propagate_backward_time: 537.8958129883, weight_update_time: 0.6991339922, other_time: 14.6824951172
epoch time: 71.1651306152s, input_fired_time: 1.7147594690, output_fired_time: 0.0000000000, propagate_forward_time: 66.9473724365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5029983521
validation[          , genome 18346] predictions:    9867/  10000 (98.67%), best:    9881/10000 (98.81%), error:       419.97617, best error:       357.90286 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 905.0671997070s, input_fired_time: 13.5625696182, output_fired_time: 13.3417882919, propagate_forward_time: 329.5605773926, propagate_backward_time: 535.3008422852, weight_update_time: 0.6862118840, other_time: 13.3014526367
epoch time: 73.8089981079s, input_fired_time: 1.7689644098, output_fired_time: 0.0000000000, propagate_forward_time: 69.5081863403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5318450928
validation[          , genome 18346] predictions:    9888/  10000 (98.88%), best:    9881/10000 (98.81%), error:       360.14349, best error:       357.90286 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 929.8914184570s, input_fired_time: 16.0398445129, output_fired_time: 13.8281021118, propagate_forward_time: 341.9375305176, propagate_backward_time: 542.4674072266, weight_update_time: 1.6760624647, other_time: 15.6185302734
epoch time: 70.9828643799s, input_fired_time: 1.6967024803, output_fired_time: 0.0000000000, propagate_forward_time: 66.8225173950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4636459351
validation[          , genome 18346] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       340.55643, best error:       340.55643 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 928.0193481445s, input_fired_time: 13.8675527573, output_fired_time: 13.6883878708, propagate_forward_time: 343.5280761719, propagate_backward_time: 543.2022094727, weight_update_time: 0.6973169446, other_time: 13.7330932617
epoch time: 71.1945419312s, input_fired_time: 1.6989946365, output_fired_time: 0.0000000000, propagate_forward_time: 67.0451431274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4504013062
validation[          , genome 18346] predictions:    9874/  10000 (98.74%), best:    9891/10000 (98.91%), error:       382.78940, best error:       340.55643 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 909.0449218750s, input_fired_time: 13.6907577515, output_fired_time: 12.3837928772, propagate_forward_time: 333.7821960449, propagate_backward_time: 534.8796997070, weight_update_time: 0.6903110743, other_time: 14.3085327148
epoch time: 71.1157073975s, input_fired_time: 1.7014667988, output_fired_time: 0.0000000000, propagate_forward_time: 66.8982849121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5159530640
validation[          , genome 18346] predictions:    9863/  10000 (98.63%), best:    9891/10000 (98.91%), error:       436.08456, best error:       340.55643 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 903.5061645508s, input_fired_time: 14.5659589767, output_fired_time: 12.3189191818, propagate_forward_time: 329.6149902344, propagate_backward_time: 532.4834594727, weight_update_time: 0.6955347061, other_time: 14.5228271484
epoch time: 71.1683807373s, input_fired_time: 1.7038137913, output_fired_time: 0.0000000000, propagate_forward_time: 66.9580230713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5065460205
validation[          , genome 18346] predictions:    9832/  10000 (98.32%), best:    9891/10000 (98.91%), error:       522.67462, best error:       340.55643 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 915.0325927734s, input_fired_time: 14.7970638275, output_fired_time: 12.5153512955, propagate_forward_time: 331.4185180664, propagate_backward_time: 541.9313354492, weight_update_time: 0.6938349605, other_time: 14.3703002930
epoch time: 70.9548873901s, input_fired_time: 1.7003282309, output_fired_time: 0.0000000000, propagate_forward_time: 66.7721710205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4823913574
validation[          , genome 18346] predictions:    9846/  10000 (98.46%), best:    9891/10000 (98.91%), error:       493.36349, best error:       340.55643 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 903.4171142578s, input_fired_time: 16.4444961548, output_fired_time: 14.4808025360, propagate_forward_time: 329.2514648438, propagate_backward_time: 529.8836059570, weight_update_time: 0.6890755296, other_time: 13.3567504883
epoch time: 71.0043182373s, input_fired_time: 1.6988604069, output_fired_time: 0.0000000000, propagate_forward_time: 66.8280029297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4774551392
validation[          , genome 18346] predictions:    9892/  10000 (98.92%), best:    9891/10000 (98.91%), error:       361.18143, best error:       340.55643 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 931.8364868164s, input_fired_time: 14.0521392822, output_fired_time: 12.8649654388, propagate_forward_time: 341.4448547363, propagate_backward_time: 546.8955688477, weight_update_time: 0.7106884718, other_time: 16.5789184570
epoch time: 70.9909820557s, input_fired_time: 1.7080780268, output_fired_time: 0.0000000000, propagate_forward_time: 65.8071670532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4757385254
validation[          , genome 18346] predictions:    9885/  10000 (98.85%), best:    9891/10000 (98.91%), error:       401.51358, best error:       340.55643 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 912.5433349609s, input_fired_time: 13.6913385391, output_fired_time: 12.4937686920, propagate_forward_time: 333.2577209473, propagate_backward_time: 539.5775146484, weight_update_time: 0.6989817023, other_time: 13.5229492188
epoch time: 70.8633575439s, input_fired_time: 1.7032616138, output_fired_time: 0.0000000000, propagate_forward_time: 64.6944808960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4656143188
validation[          , genome 18346] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       324.65894, best error:       324.65894 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 918.0642089844s, input_fired_time: 15.8842525482, output_fired_time: 15.6486968994, propagate_forward_time: 332.1714782715, propagate_backward_time: 537.9006347656, weight_update_time: 1.7635463476, other_time: 16.4591064453
epoch time: 70.0359420776s, input_fired_time: 1.7119243145, output_fired_time: 0.0000000000, propagate_forward_time: 65.8722839355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4517364502
validation[          , genome 18346] predictions:    9889/  10000 (98.89%), best:    9894/10000 (98.94%), error:       330.28442, best error:       324.65894 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 915.7953491211s, input_fired_time: 15.7764110565, output_fired_time: 13.6443605423, propagate_forward_time: 336.5532226563, propagate_backward_time: 535.4143676758, weight_update_time: 0.6858853698, other_time: 14.4069824219
epoch time: 70.8809585571s, input_fired_time: 2.6679236889, output_fired_time: 0.0000000000, propagate_forward_time: 64.7758331299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4372024536
validation[          , genome 18346] predictions:    9892/  10000 (98.92%), best:    9894/10000 (98.94%), error:       347.77435, best error:       324.65894 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 933.0449218750s, input_fired_time: 14.1459350586, output_fired_time: 13.8780384064, propagate_forward_time: 343.6108703613, propagate_backward_time: 546.8505859375, weight_update_time: 0.7056016922, other_time: 14.5594482422
epoch time: 71.4278640747s, input_fired_time: 1.7130423784, output_fired_time: 0.0000000000, propagate_forward_time: 67.2170486450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4977722168
validation[          , genome 18346] predictions:    9882/  10000 (98.82%), best:    9894/10000 (98.94%), error:       370.72858, best error:       324.65894 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 908.5548095703s, input_fired_time: 13.6401319504, output_fired_time: 12.4523019791, propagate_forward_time: 331.4723815918, propagate_backward_time: 537.5463256836, weight_update_time: 0.6946901679, other_time: 13.4436645508
epoch time: 70.8870620728s, input_fired_time: 1.7129195929, output_fired_time: 0.0000000000, propagate_forward_time: 65.7158279419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4583129883
validation[          , genome 18346] predictions:    9891/  10000 (98.91%), best:    9894/10000 (98.94%), error:       348.58112, best error:       324.65894 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 900.6015014648s, input_fired_time: 15.3288145065, output_fired_time: 13.3390197754, propagate_forward_time: 324.8360900879, propagate_backward_time: 532.8010253906, weight_update_time: 0.6873425245, other_time: 14.2966308594
epoch time: 69.7820205688s, input_fired_time: 1.7152377367, output_fired_time: 0.0000000000, propagate_forward_time: 65.6064147949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4603652954
validation[          , genome 18346] predictions:    9874/  10000 (98.74%), best:    9894/10000 (98.94%), error:       402.37500, best error:       324.65894 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 916.0800781250s, input_fired_time: 17.0895347595, output_fired_time: 12.6305694580, propagate_forward_time: 339.2747192383, propagate_backward_time: 532.7104492188, weight_update_time: 0.6852214336, other_time: 14.3748168945
epoch time: 71.1750259399s, input_fired_time: 1.7120088339, output_fired_time: 0.0000000000, propagate_forward_time: 66.9616928101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5013275146
validation[          , genome 18346] predictions:    9878/  10000 (98.78%), best:    9894/10000 (98.94%), error:       366.15060, best error:       324.65894 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 931.9044189453s, input_fired_time: 13.9919834137, output_fired_time: 13.6680774689, propagate_forward_time: 340.7009887695, propagate_backward_time: 549.9728393555, weight_update_time: 0.7012681365, other_time: 13.5704956055
epoch time: 71.0641784668s, input_fired_time: 1.7037161589, output_fired_time: 0.0000000000, propagate_forward_time: 66.8773727417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4830932617
validation[          , genome 18346] predictions:    9883/  10000 (98.83%), best:    9894/10000 (98.94%), error:       362.06738, best error:       324.65894 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 903.3344116211s, input_fired_time: 16.5330772400, output_fired_time: 13.4580097198, propagate_forward_time: 333.1199645996, propagate_backward_time: 526.9559936523, weight_update_time: 0.6860083938, other_time: 13.2673950195
epoch time: 69.5619201660s, input_fired_time: 1.6947656870, output_fired_time: 0.0000000000, propagate_forward_time: 65.3920516968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4751052856
validation[          , genome 18346] predictions:    9893/  10000 (98.93%), best:    9894/10000 (98.94%), error:       342.86914, best error:       324.65894 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 906.2592773438s, input_fired_time: 15.7008924484, output_fired_time: 12.4421491623, propagate_forward_time: 333.7702331543, propagate_backward_time: 530.0457153320, weight_update_time: 0.6897010803, other_time: 14.3003540039
epoch time: 69.8735275269s, input_fired_time: 1.6954653263, output_fired_time: 0.0000000000, propagate_forward_time: 65.7187042236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4593582153
validation[          , genome 18346] predictions:    9893/  10000 (98.93%), best:    9894/10000 (98.94%), error:       345.99951, best error:       324.65894 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 926.8082885742s, input_fired_time: 15.0362854004, output_fired_time: 13.7302694321, propagate_forward_time: 341.5294494629, propagate_backward_time: 539.8659667969, weight_update_time: 0.6969769597, other_time: 16.6462402344
epoch time: 69.7340927124s, input_fired_time: 1.7047057152, output_fired_time: 0.0000000000, propagate_forward_time: 65.5679321289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4614562988
validation[          , genome 18346] predictions:    9882/  10000 (98.82%), best:    9894/10000 (98.94%), error:       360.88928, best error:       324.65894 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 916.2924804688s, input_fired_time: 13.8082599640, output_fired_time: 12.6468620300, propagate_forward_time: 334.9644775391, propagate_backward_time: 540.0964965820, weight_update_time: 0.7128479481, other_time: 14.7763671875
epoch time: 76.0997772217s, input_fired_time: 1.8086963892, output_fired_time: 0.0000000000, propagate_forward_time: 71.7045898438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5864944458
validation[          , genome 18346] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       318.49966, best error:       318.49966 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 922.5902099609s, input_fired_time: 16.8163032532, output_fired_time: 14.7697467804, propagate_forward_time: 336.6365356445, propagate_backward_time: 540.6721191406, weight_update_time: 0.7057968974, other_time: 13.6954956055
epoch time: 70.1348800659s, input_fired_time: 1.7048857212, output_fired_time: 0.0000000000, propagate_forward_time: 65.9373168945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4926757813
validation[          , genome 18346] predictions:    9892/  10000 (98.92%), best:    9903/10000 (99.03%), error:       330.20743, best error:       318.49966 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 908.9895629883s, input_fired_time: 13.7410593033, output_fired_time: 14.5544433594, propagate_forward_time: 334.5940551758, propagate_backward_time: 531.5804443359, weight_update_time: 0.6864221692, other_time: 14.5195312500
epoch time: 69.9609680176s, input_fired_time: 1.7022159100, output_fired_time: 0.0000000000, propagate_forward_time: 65.8255920410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4331588745
validation[          , genome 18346] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       312.07349, best error:       312.07349 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 903.2838134766s, input_fired_time: 13.6119689941, output_fired_time: 14.3970117569, propagate_forward_time: 330.9550170898, propagate_backward_time: 530.9520263672, weight_update_time: 0.6884636879, other_time: 13.3677978516
epoch time: 71.3374252319s, input_fired_time: 1.7183121443, output_fired_time: 0.0000000000, propagate_forward_time: 66.1406097412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4785003662
validation[          , genome 18346] predictions:    9881/  10000 (98.81%), best:    9909/10000 (99.09%), error:       361.70578, best error:       312.07349 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 908.2758178711s, input_fired_time: 16.6358070374, output_fired_time: 14.5675792694, propagate_forward_time: 331.1933288574, propagate_backward_time: 532.4108886719, weight_update_time: 0.6937549710, other_time: 13.4682617188
epoch time: 72.0040512085s, input_fired_time: 1.7380809784, output_fired_time: 0.0000000000, propagate_forward_time: 66.8131256104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4528427124
validation[          , genome 18346] predictions:    9899/  10000 (98.99%), best:    9909/10000 (99.09%), error:       318.66122, best error:       312.07349 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 920.9014282227s, input_fired_time: 17.0087451935, output_fired_time: 12.7399654388, propagate_forward_time: 343.3387451172, propagate_backward_time: 534.3717651367, weight_update_time: 0.7048429847, other_time: 13.4421997070
epoch time: 71.1572113037s, input_fired_time: 1.7153033018, output_fired_time: 0.0000000000, propagate_forward_time: 66.9287490845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5131607056
validation[          , genome 18346] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       302.58316, best error:       302.58316 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 926.1275024414s, input_fired_time: 13.9223508835, output_fired_time: 13.8398342133, propagate_forward_time: 345.6376953125, propagate_backward_time: 539.2538452148, weight_update_time: 0.7010869980, other_time: 13.4737548828
epoch time: 71.1721496582s, input_fired_time: 1.7350100279, output_fired_time: 0.0000000000, propagate_forward_time: 66.8650512695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5720901489
validation[          , genome 18346] predictions:    9897/  10000 (98.97%), best:    9913/10000 (99.13%), error:       325.21790, best error:       302.58316 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 937.8325805664s, input_fired_time: 15.0828819275, output_fired_time: 12.8832387924, propagate_forward_time: 344.6829833984, propagate_backward_time: 551.6410522461, weight_update_time: 0.6994176507, other_time: 13.5424194336
epoch time: 75.9010086060s, input_fired_time: 1.7945708036, output_fired_time: 0.0000000000, propagate_forward_time: 71.5233688354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5830688477
validation[          , genome 18346] predictions:    9896/  10000 (98.96%), best:    9913/10000 (99.13%), error:       350.68066, best error:       302.58316 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 933.2114868164s, input_fired_time: 14.1858510971, output_fired_time: 12.7768516541, propagate_forward_time: 341.9569396973, propagate_backward_time: 548.6550903320, weight_update_time: 1.6614320278, other_time: 15.6367797852
epoch time: 71.2853088379s, input_fired_time: 1.7354340553, output_fired_time: 0.0000000000, propagate_forward_time: 67.0369796753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5128936768
validation[          , genome 18346] predictions:    9901/  10000 (99.01%), best:    9913/10000 (99.13%), error:       334.86688, best error:       302.58316 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 912.7674560547s, input_fired_time: 14.8156318665, output_fired_time: 13.4307212830, propagate_forward_time: 338.4610290527, propagate_backward_time: 531.6338500977, weight_update_time: 0.6878509521, other_time: 14.4262084961
epoch time: 76.6666717529s, input_fired_time: 2.8359136581, output_fired_time: 0.0000000000, propagate_forward_time: 71.2000198364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6307373047
validation[          , genome 18346] predictions:    9899/  10000 (98.99%), best:    9913/10000 (99.13%), error:       321.72580, best error:       302.58316 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 910.9777221680s, input_fired_time: 13.7468681335, output_fired_time: 14.5081825256, propagate_forward_time: 332.4467468262, propagate_backward_time: 534.6611328125, weight_update_time: 0.6939862967, other_time: 15.6147460938
epoch time: 71.0364303589s, input_fired_time: 1.7056280375, output_fired_time: 0.0000000000, propagate_forward_time: 66.8932495117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4375534058
validation[          , genome 18346] predictions:    9902/  10000 (99.02%), best:    9913/10000 (99.13%), error:       323.39667, best error:       302.58316 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 916.0614624023s, input_fired_time: 16.6734180450, output_fired_time: 13.5167598724, propagate_forward_time: 330.3906860352, propagate_backward_time: 542.1599731445, weight_update_time: 0.6950789690, other_time: 13.3206176758
epoch time: 69.7877044678s, input_fired_time: 1.7077829838, output_fired_time: 0.0000000000, propagate_forward_time: 65.6384353638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4414825439
validation[          , genome 18346] predictions:    9910/  10000 (99.10%), best:    9913/10000 (99.13%), error:       325.25085, best error:       302.58316 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 917.0103149414s, input_fired_time: 13.7321681976, output_fired_time: 13.4679450989, propagate_forward_time: 334.0632629395, propagate_backward_time: 542.3692016602, weight_update_time: 0.6964113712, other_time: 13.3777465820
epoch time: 70.6169967651s, input_fired_time: 1.7129496336, output_fired_time: 0.0000000000, propagate_forward_time: 66.3905563354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5134887695
validation[          , genome 18346] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       300.30072, best error:       300.30072 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 912.7052612305s, input_fired_time: 13.7761335373, output_fired_time: 13.5358266830, propagate_forward_time: 339.7788085938, propagate_backward_time: 531.3075561523, weight_update_time: 0.6915081143, other_time: 14.3069458008
epoch time: 71.3387756348s, input_fired_time: 1.7140015364, output_fired_time: 0.0000000000, propagate_forward_time: 66.1605377197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4642333984
validation[          , genome 18346] predictions:    9900/  10000 (99.00%), best:    9913/10000 (99.13%), error:       323.05280, best error:       300.30072 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 913.1835327148s, input_fired_time: 14.6208333969, output_fired_time: 12.5268154144, propagate_forward_time: 327.5089721680, propagate_backward_time: 544.1775512695, weight_update_time: 0.7011908889, other_time: 14.3493652344
epoch time: 75.9452667236s, input_fired_time: 1.8128534555, output_fired_time: 0.0000000000, propagate_forward_time: 71.5495071411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5829086304
validation[          , genome 18346] predictions:    9912/  10000 (99.12%), best:    9913/10000 (99.13%), error:       312.62653, best error:       300.30072 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 930.5565795898s, input_fired_time: 14.0215539932, output_fired_time: 13.7187366486, propagate_forward_time: 335.8612365723, propagate_backward_time: 552.2410888672, weight_update_time: 0.6993856430, other_time: 14.7139892578
epoch time: 69.7030944824s, input_fired_time: 1.7099847794, output_fired_time: 0.0000000000, propagate_forward_time: 65.5338363647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4592742920
validation[          , genome 18346] predictions:    9909/  10000 (99.09%), best:    9913/10000 (99.13%), error:       307.35147, best error:       300.30072 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 927.5721435547s, input_fired_time: 14.9622144699, output_fired_time: 12.8063936234, propagate_forward_time: 340.9346923828, propagate_backward_time: 543.3846435547, weight_update_time: 0.6982473135, other_time: 15.4841918945
epoch time: 70.0447921753s, input_fired_time: 1.7131423950, output_fired_time: 0.0000000000, propagate_forward_time: 65.9074096680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4242401123
validation[          , genome 18346] predictions:    9899/  10000 (98.99%), best:    9913/10000 (99.13%), error:       323.48291, best error:       300.30072 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 914.6752929688s, input_fired_time: 13.8601665497, output_fired_time: 12.4530143738, propagate_forward_time: 338.5631713867, propagate_backward_time: 536.4516601563, weight_update_time: 0.6926372647, other_time: 13.3472900391
epoch time: 72.1806030273s, input_fired_time: 1.7861543894, output_fired_time: 0.0000000000, propagate_forward_time: 67.8962402344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4982070923
validation[          , genome 18346] predictions:    9893/  10000 (98.93%), best:    9913/10000 (99.13%), error:       338.41605, best error:       300.30072 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 906.3783569336s, input_fired_time: 15.6727399826, output_fired_time: 14.3673410416, propagate_forward_time: 335.2396545410, propagate_backward_time: 527.9586181641, weight_update_time: 0.6828311086, other_time: 13.1400146484
epoch time: 69.3102951050s, input_fired_time: 1.7076798677, output_fired_time: 0.0000000000, propagate_forward_time: 65.1369094849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4657058716
validation[          , genome 18346] predictions:    9897/  10000 (98.97%), best:    9913/10000 (99.13%), error:       324.37094, best error:       300.30072 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 921.6545410156s, input_fired_time: 14.8939285278, output_fired_time: 14.5980873108, propagate_forward_time: 341.1487731934, propagate_backward_time: 534.4201049805, weight_update_time: 0.6935171485, other_time: 16.5936889648
epoch time: 71.2729034424s, input_fired_time: 1.7212741375, output_fired_time: 0.0000000000, propagate_forward_time: 67.0758972168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4757308960
validation[          , genome 18346] predictions:    9893/  10000 (98.93%), best:    9913/10000 (99.13%), error:       336.42883, best error:       300.30072 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 911.3343505859s, input_fired_time: 13.7203340530, output_fired_time: 12.4596471786, propagate_forward_time: 330.5689697266, propagate_backward_time: 541.2324218750, weight_update_time: 0.6949357986, other_time: 13.3529663086
epoch time: 77.2143020630s, input_fired_time: 2.8695375919, output_fired_time: 0.0000000000, propagate_forward_time: 71.7029953003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6417694092
validation[          , genome 18346] predictions:    9896/  10000 (98.96%), best:    9913/10000 (99.13%), error:       346.03198, best error:       300.30072 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 926.7487792969s, input_fired_time: 15.0231828690, output_fired_time: 13.6999225616, propagate_forward_time: 347.2105102539, propagate_backward_time: 537.5023803711, weight_update_time: 0.6991840005, other_time: 13.3127441406
epoch time: 70.0832366943s, input_fired_time: 1.7138688564, output_fired_time: 0.0000000000, propagate_forward_time: 65.8838729858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4854965210
validation[          , genome 18346] predictions:    9908/  10000 (99.08%), best:    9913/10000 (99.13%), error:       314.27338, best error:       300.30072 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 930.4918823242s, input_fired_time: 14.1002645493, output_fired_time: 12.7009258270, propagate_forward_time: 347.1053771973, propagate_backward_time: 542.0151977539, weight_update_time: 0.6959884167, other_time: 14.5701293945
epoch time: 69.2830886841s, input_fired_time: 1.7066407204, output_fired_time: 0.0000000000, propagate_forward_time: 65.1740341187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4024124146
validation[          , genome 18346] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       300.01978, best error:       300.01978 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 919.0445556641s, input_fired_time: 14.9118261337, output_fired_time: 12.5708169937, propagate_forward_time: 333.3894348145, propagate_backward_time: 539.9047851563, weight_update_time: 1.6681566238, other_time: 18.2677001953
epoch time: 70.8059310913s, input_fired_time: 2.6888935566, output_fired_time: 0.0000000000, propagate_forward_time: 65.6743545532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4426803589
validation[          , genome 18346] predictions:    9909/  10000 (99.09%), best:    9913/10000 (99.13%), error:       323.93045, best error:       300.01978 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 910.1953125000s, input_fired_time: 13.7568349838, output_fired_time: 13.4372987747, propagate_forward_time: 334.1193847656, propagate_backward_time: 534.3855590820, weight_update_time: 0.6937685609, other_time: 14.4962158203
epoch time: 71.1035919189s, input_fired_time: 1.7286801338, output_fired_time: 0.0000000000, propagate_forward_time: 66.9214706421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4534378052
validation[          , genome 18346] predictions:    9902/  10000 (99.02%), best:    9913/10000 (99.13%), error:       322.78006, best error:       300.01978 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 923.1726074219s, input_fired_time: 13.9692201614, output_fired_time: 14.5985956192, propagate_forward_time: 338.8782653809, propagate_backward_time: 542.2327270508, weight_update_time: 0.6887198687, other_time: 13.4938354492
epoch time: 77.5203323364s, input_fired_time: 1.8372374773, output_fired_time: 0.0000000000, propagate_forward_time: 73.0306015015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6524963379
validation[          , genome 18346] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       299.43811, best error:       299.43811 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 928.3024291992s, input_fired_time: 13.9611272812, output_fired_time: 14.6599760056, propagate_forward_time: 345.7092285156, propagate_backward_time: 540.2578125000, weight_update_time: 0.6987815499, other_time: 13.7142944336
epoch time: 70.1705322266s, input_fired_time: 1.7048761845, output_fired_time: 0.0000000000, propagate_forward_time: 66.0123977661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4532546997
validation[          , genome 18346] predictions:    9907/  10000 (99.07%), best:    9913/10000 (99.13%), error:       326.68286, best error:       299.43811 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 906.7366333008s, input_fired_time: 14.1019668579, output_fired_time: 13.5860862732, propagate_forward_time: 332.4219055176, propagate_backward_time: 533.3385620117, weight_update_time: 0.6854627728, other_time: 13.2881469727
epoch time: 69.5628280640s, input_fired_time: 1.7115267515, output_fired_time: 0.0000000000, propagate_forward_time: 65.4164657593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4348373413
validation[          , genome 18346] predictions:    9894/  10000 (98.94%), best:    9913/10000 (99.13%), error:       329.24734, best error:       299.43811 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 899.1217651367s, input_fired_time: 13.5738029480, output_fired_time: 12.3560638428, propagate_forward_time: 328.6664428711, propagate_backward_time: 531.4129638672, weight_update_time: 0.6812087893, other_time: 13.1124877930
epoch time: 71.1042327881s, input_fired_time: 1.7159215212, output_fired_time: 0.0000000000, propagate_forward_time: 66.9515991211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4367141724
validation[          , genome 18346] predictions:    9910/  10000 (99.10%), best:    9913/10000 (99.13%), error:       311.59979, best error:       299.43811 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 914.6902465820s, input_fired_time: 13.7161808014, output_fired_time: 12.5032281876, propagate_forward_time: 333.4604187012, propagate_backward_time: 540.6901855469, weight_update_time: 1.6732884645, other_time: 14.3201904297
epoch time: 69.8264160156s, input_fired_time: 1.7117578983, output_fired_time: 0.0000000000, propagate_forward_time: 65.6932830811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4213714600
validation[          , genome 18346] predictions:    9885/  10000 (98.85%), best:    9913/10000 (99.13%), error:       350.24045, best error:       299.43811 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 918.5944213867s, input_fired_time: 14.8174972534, output_fired_time: 12.5945434570, propagate_forward_time: 336.3486938477, propagate_backward_time: 540.5025024414, weight_update_time: 0.6921296716, other_time: 14.3311767578
epoch time: 71.3632583618s, input_fired_time: 1.7260704041, output_fired_time: 0.0000000000, propagate_forward_time: 66.1999435425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4372482300
validation[          , genome 18346] predictions:    9908/  10000 (99.08%), best:    9913/10000 (99.13%), error:       320.21399, best error:       299.43811 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 913.7939453125s, input_fired_time: 14.7814273834, output_fired_time: 12.4977884293, propagate_forward_time: 338.2331542969, propagate_backward_time: 534.9379882813, weight_update_time: 0.6972209215, other_time: 13.3435668945
epoch time: 75.1138610840s, input_fired_time: 1.8219684362, output_fired_time: 0.0000000000, propagate_forward_time: 70.6824493408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6094436646
validation[          , genome 18346] predictions:    9905/  10000 (99.05%), best:    9913/10000 (99.13%), error:       321.48483, best error:       299.43811 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 920.4180297852s, input_fired_time: 13.9793462753, output_fired_time: 12.7622041702, propagate_forward_time: 338.7614135742, propagate_backward_time: 540.3464355469, weight_update_time: 0.6986601353, other_time: 14.5686035156
epoch time: 71.0119171143s, input_fired_time: 2.7893679142, output_fired_time: 0.0000000000, propagate_forward_time: 65.7942962646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4282531738
validation[          , genome 18346] predictions:    9896/  10000 (98.96%), best:    9913/10000 (99.13%), error:       346.17261, best error:       299.43811 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 955.8181152344s, input_fired_time: 14.4617958069, output_fired_time: 16.1039581299, propagate_forward_time: 351.3002929688, propagate_backward_time: 560.0746459961, weight_update_time: 0.7169338465, other_time: 13.8774414063
epoch time: 71.0671081543s, input_fired_time: 1.7076545954, output_fired_time: 0.0000000000, propagate_forward_time: 66.9385147095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4209365845
validation[          , genome 18346] predictions:    9902/  10000 (99.02%), best:    9913/10000 (99.13%), error:       335.32397, best error:       299.43811 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 900.6953125000s, input_fired_time: 14.6501379013, output_fired_time: 12.3132781982, propagate_forward_time: 335.9877929688, propagate_backward_time: 524.6608886719, weight_update_time: 0.6807476282, other_time: 13.0831909180
epoch time: 69.6138763428s, input_fired_time: 1.7001426220, output_fired_time: 0.0000000000, propagate_forward_time: 64.3539810181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5597534180
validation[          , genome 18346] predictions:    9908/  10000 (99.08%), best:    9913/10000 (99.13%), error:       314.70511, best error:       299.43811 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 927.9187622070s, input_fired_time: 15.1335735321, output_fired_time: 12.7432184219, propagate_forward_time: 341.6244812012, propagate_backward_time: 544.0485229492, weight_update_time: 1.6585024595, other_time: 14.3689575195
epoch time: 77.8659896851s, input_fired_time: 1.8968698978, output_fired_time: 0.0000000000, propagate_forward_time: 73.3396377563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6294784546
validation[          , genome 18346] predictions:    9906/  10000 (99.06%), best:    9913/10000 (99.13%), error:       303.45758, best error:       299.43811 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 899.1449584961s, input_fired_time: 13.5868482590, output_fired_time: 13.3797588348, propagate_forward_time: 329.7661132813, propagate_backward_time: 529.2962646484, weight_update_time: 0.6786049604, other_time: 13.1159667969
epoch time: 69.9739837646s, input_fired_time: 1.7107234001, output_fired_time: 0.0000000000, propagate_forward_time: 65.8073577881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4559020996
validation[          , genome 18346] predictions:    9902/  10000 (99.02%), best:    9913/10000 (99.13%), error:       326.20319, best error:       299.43811 on epoch:    89, 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: 358.9192199707s, input_fired_time: 8.8334560394, output_fired_time: 0.0000000000, propagate_forward_time: 337.4728698730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.6128845215
best training[          , genome 18346] predictions:   49998/  50000 (100.00%), best:    9913/10000 (99.13%), error:       144.72719, best error:       299.43811 on epoch:    89, 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: 71.1379470825s, input_fired_time: 1.7170969248, output_fired_time: 0.0000000000, propagate_forward_time: 66.9623718262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4584808350
   testing[          , genome 18346] predictions:    9905/  10000 (99.05%), best:    9913/10000 (99.13%), error:       288.41992, best error:       299.43811 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:16:17 (2840): called boinc_finish(0)

</stderr_txt>
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