Nameexact_genome_1518178202_48_18404_1
Workunit2992979
Created9 Feb 2018, 21:32:42 UTC
Sent9 Feb 2018, 22:04:33 UTC
Report deadline16 Apr 2018, 3:04:38 UTC
Received13 Feb 2018, 11:59:33 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID60433
Run time1 days 0 hours 35 min 31 sec
CPU time23 hours 47 min 38 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS4.62 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size158.01 MB
Peak swap size4,416.25 MB
Peak disk usage4.93 MB

Stderr output

<core_client_version>7.8.6</core_client_version>
<![CDATA[
<stderr_txt>
: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3072967529
validation[          , genome 18404] predictions:    9851/  10000 (98.51%), best:    9880/10000 (98.80%), error:       482.82922, best error:       418.27203 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 911.2564086914s, input_fired_time: 9.4844970703, output_fired_time: 8.8759288788, propagate_forward_time: 297.6817932129, propagate_backward_time: 586.7925415039, weight_update_time: 0.7276639938, other_time: 8.4216918945
epoch time: 63.2645187378s, input_fired_time: 3.0814895630, output_fired_time: 0.0000000000, propagate_forward_time: 58.8858146667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2972145081
validation[          , genome 18404] predictions:    9824/  10000 (98.24%), best:    9880/10000 (98.80%), error:       527.02972, best error:       418.27203 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 907.4909667969s, input_fired_time: 12.4825954437, output_fired_time: 6.9130730629, propagate_forward_time: 275.9484863281, propagate_backward_time: 604.7409057617, weight_update_time: 0.7259664536, other_time: 7.4058837891
epoch time: 62.8528099060s, input_fired_time: 1.0751125813, output_fired_time: 0.0000000000, propagate_forward_time: 60.4629707336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3147277832
validation[          , genome 18404] predictions:    9830/  10000 (98.30%), best:    9880/10000 (98.80%), error:       540.11987, best error:       418.27203 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 900.7835083008s, input_fired_time: 9.4831867218, output_fired_time: 5.8777370453, propagate_forward_time: 281.7448120117, propagate_backward_time: 595.2937622070, weight_update_time: 0.7193155289, other_time: 8.3839721680
epoch time: 60.8922195435s, input_fired_time: 2.0699579716, output_fired_time: 0.0000000000, propagate_forward_time: 57.5357170105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2865447998
validation[          , genome 18404] predictions:    9806/  10000 (98.06%), best:    9880/10000 (98.80%), error:       648.99438, best error:       418.27203 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 918.3653564453s, input_fired_time: 9.4826202393, output_fired_time: 5.8714995384, propagate_forward_time: 289.9649353027, propagate_backward_time: 605.6024169922, weight_update_time: 0.7303632498, other_time: 7.4438476562
epoch time: 60.1192016602s, input_fired_time: 1.0648610592, output_fired_time: 0.0000000000, propagate_forward_time: 57.7557258606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2986145020
validation[          , genome 18404] predictions:    9836/  10000 (98.36%), best:    9880/10000 (98.80%), error:       478.97852, best error:       418.27203 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 904.8917846680s, input_fired_time: 8.5200443268, output_fired_time: 6.8875131607, propagate_forward_time: 282.0923461914, propagate_backward_time: 599.9649658203, weight_update_time: 0.7377405763, other_time: 7.4269409180
epoch time: 57.7084693909s, input_fired_time: 1.0649950504, output_fired_time: 0.0000000000, propagate_forward_time: 55.3511238098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2923507690
validation[          , genome 18404] predictions:    9873/  10000 (98.73%), best:    9880/10000 (98.80%), error:       448.05984, best error:       418.27203 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 911.2708740234s, input_fired_time: 8.4802188873, output_fired_time: 6.8795986176, propagate_forward_time: 284.3333740234, propagate_backward_time: 602.1576538086, weight_update_time: 0.7364607453, other_time: 9.4200439453
epoch time: 60.3143272400s, input_fired_time: 2.0872724056, output_fired_time: 0.0000000000, propagate_forward_time: 56.9285583496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2984962463
validation[          , genome 18404] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       365.50363, best error:       365.50363 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 922.5311889648s, input_fired_time: 8.5368432999, output_fired_time: 5.9424328804, propagate_forward_time: 297.9717407227, propagate_backward_time: 601.6456298828, weight_update_time: 0.7373891473, other_time: 8.4345092773
epoch time: 58.5776710510s, input_fired_time: 1.0706638098, output_fired_time: 0.0000000000, propagate_forward_time: 56.2239379883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2830696106
validation[          , genome 18404] predictions:    9891/  10000 (98.91%), best:    9885/10000 (98.85%), error:       367.44357, best error:       365.50363 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 906.1441040039s, input_fired_time: 8.5212583542, output_fired_time: 5.8636655807, propagate_forward_time: 284.3902282715, propagate_backward_time: 598.9889526367, weight_update_time: 0.7297323346, other_time: 8.3800659180
epoch time: 58.5731239319s, input_fired_time: 1.0663658381, output_fired_time: 0.0000000000, propagate_forward_time: 56.2251014709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2816581726
validation[          , genome 18404] predictions:    9865/  10000 (98.65%), best:    9885/10000 (98.85%), error:       430.92322, best error:       365.50363 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 922.5582275391s, input_fired_time: 8.5132637024, output_fired_time: 5.9159016609, propagate_forward_time: 292.6562194824, propagate_backward_time: 606.1052856445, weight_update_time: 0.7240712047, other_time: 9.3676147461
epoch time: 58.8775444031s, input_fired_time: 1.0684844255, output_fired_time: 0.0000000000, propagate_forward_time: 56.5397109985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2693481445
validation[          , genome 18404] predictions:    9873/  10000 (98.73%), best:    9885/10000 (98.85%), error:       385.53552, best error:       365.50363 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 922.0806884766s, input_fired_time: 8.5174169540, output_fired_time: 5.9037337303, propagate_forward_time: 291.6344909668, propagate_backward_time: 604.6092529297, weight_update_time: 0.7278237343, other_time: 11.4157714844
epoch time: 60.0393638611s, input_fired_time: 1.0619955063, output_fired_time: 0.0000000000, propagate_forward_time: 57.6912956238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2860717773
validation[          , genome 18404] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       359.71649, best error:       359.71649 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 905.2677001953s, input_fired_time: 8.4715700150, output_fired_time: 5.8590369225, propagate_forward_time: 279.2973022461, propagate_backward_time: 604.2382812500, weight_update_time: 0.7323191762, other_time: 7.4015502930
epoch time: 57.1248283386s, input_fired_time: 1.0689269304, output_fired_time: 0.0000000000, propagate_forward_time: 54.7618408203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2940597534
validation[          , genome 18404] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       364.77539, best error:       359.71649 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 907.3401489258s, input_fired_time: 8.5420885086, output_fired_time: 5.9186306000, propagate_forward_time: 282.1856079102, propagate_backward_time: 601.2745971680, weight_update_time: 0.7339741588, other_time: 9.4191894531
epoch time: 59.9119529724s, input_fired_time: 1.0674735308, output_fired_time: 0.0000000000, propagate_forward_time: 57.5534210205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2910575867
validation[          , genome 18404] predictions:    9867/  10000 (98.67%), best:    9879/10000 (98.79%), error:       428.05270, best error:       359.71649 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 907.2001342773s, input_fired_time: 9.5145082474, output_fired_time: 6.8858618736, propagate_forward_time: 273.7921142578, propagate_backward_time: 606.6033935547, weight_update_time: 1.7384064198, other_time: 10.4042358398
epoch time: 62.5974884033s, input_fired_time: 2.0830471516, output_fired_time: 0.0000000000, propagate_forward_time: 59.2269935608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2874488831
validation[          , genome 18404] predictions:    9852/  10000 (98.52%), best:    9879/10000 (98.79%), error:       435.92990, best error:       359.71649 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 918.8506469727s, input_fired_time: 10.5278759003, output_fired_time: 5.9063100815, propagate_forward_time: 301.6503601074, propagate_backward_time: 592.3917236328, weight_update_time: 0.7331623435, other_time: 8.3743896484
epoch time: 59.8856468201s, input_fired_time: 1.0908062458, output_fired_time: 0.0000000000, propagate_forward_time: 57.4883460999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3064956665
validation[          , genome 18404] predictions:    9894/  10000 (98.94%), best:    9879/10000 (98.79%), error:       373.90228, best error:       359.71649 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 912.7188720703s, input_fired_time: 11.5485734940, output_fired_time: 6.8915925026, propagate_forward_time: 282.0835571289, propagate_backward_time: 601.7882690430, weight_update_time: 0.7305557728, other_time: 10.4068603516
epoch time: 59.2504768372s, input_fired_time: 1.0802155733, output_fired_time: 0.0000000000, propagate_forward_time: 56.8777198792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2925415039
validation[          , genome 18404] predictions:    9876/  10000 (98.76%), best:    9879/10000 (98.79%), error:       391.67923, best error:       359.71649 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 905.3245849609s, input_fired_time: 12.5162343979, output_fired_time: 5.8613386154, propagate_forward_time: 277.7823486328, propagate_backward_time: 599.7789306641, weight_update_time: 0.7255172729, other_time: 9.3857421875
epoch time: 59.7543411255s, input_fired_time: 1.0739847422, output_fired_time: 0.0000000000, propagate_forward_time: 57.4076576233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2726974487
validation[          , genome 18404] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       442.66797, best error:       359.71649 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 898.8632202148s, input_fired_time: 8.4787902832, output_fired_time: 6.8471698761, propagate_forward_time: 271.9979248047, propagate_backward_time: 602.1703491211, weight_update_time: 0.7214832306, other_time: 9.3689575195
epoch time: 59.6641960144s, input_fired_time: 1.0674684048, output_fired_time: 0.0000000000, propagate_forward_time: 57.3011398315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2955894470
validation[          , genome 18404] predictions:    9889/  10000 (98.89%), best:    9879/10000 (98.79%), error:       366.29053, best error:       359.71649 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 901.5789184570s, input_fired_time: 9.5080385208, output_fired_time: 5.8515524864, propagate_forward_time: 291.5163269043, propagate_backward_time: 587.3151245117, weight_update_time: 0.7405549884, other_time: 7.3878784180
epoch time: 59.8169403076s, input_fired_time: 1.0694755316, output_fired_time: 0.0000000000, propagate_forward_time: 57.4731407166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2743225098
validation[          , genome 18404] predictions:    9873/  10000 (98.73%), best:    9879/10000 (98.79%), error:       407.50229, best error:       359.71649 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 902.3513793945s, input_fired_time: 8.5104532242, output_fired_time: 5.8571224213, propagate_forward_time: 286.0157165527, propagate_backward_time: 594.5747070312, weight_update_time: 0.7352758646, other_time: 7.3934326172
epoch time: 58.8717536926s, input_fired_time: 1.0832417011, output_fired_time: 0.0000000000, propagate_forward_time: 56.5017318726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2867813110
validation[          , genome 18404] predictions:    9854/  10000 (98.54%), best:    9879/10000 (98.79%), error:       490.65991, best error:       359.71649 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 909.1063232422s, input_fired_time: 9.5124912262, output_fired_time: 7.8863329887, propagate_forward_time: 288.4265747070, propagate_backward_time: 594.8933715820, weight_update_time: 0.7268562913, other_time: 8.3875122070
epoch time: 60.4128074646s, input_fired_time: 1.0845229626, output_fired_time: 0.0000000000, propagate_forward_time: 58.0149841309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3133010864
validation[          , genome 18404] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       308.01700, best error:       308.01700 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 908.8769531250s, input_fired_time: 9.5037117004, output_fired_time: 5.8760628700, propagate_forward_time: 276.6643066406, propagate_backward_time: 609.4348754883, weight_update_time: 0.7269194126, other_time: 7.3980102539
epoch time: 56.4218254089s, input_fired_time: 1.0737944841, output_fired_time: 0.0000000000, propagate_forward_time: 54.0741004944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2739295959
validation[          , genome 18404] predictions:    9882/  10000 (98.82%), best:    9907/10000 (99.07%), error:       350.43527, best error:       308.01700 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 920.8780517578s, input_fired_time: 8.5740804672, output_fired_time: 7.9518156052, propagate_forward_time: 280.5395507812, propagate_backward_time: 614.3731689453, weight_update_time: 1.7389373779, other_time: 9.4393920898
epoch time: 59.8887634277s, input_fired_time: 1.0785808563, output_fired_time: 0.0000000000, propagate_forward_time: 57.5326118469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2775688171
validation[          , genome 18404] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       303.39874, best error:       303.39874 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 914.4067993164s, input_fired_time: 12.5784568787, output_fired_time: 5.8690037727, propagate_forward_time: 286.0826416016, propagate_backward_time: 599.4487304688, weight_update_time: 0.7325166464, other_time: 10.4279785156
epoch time: 60.6214904785s, input_fired_time: 1.0923943520, output_fired_time: 0.0000000000, propagate_forward_time: 58.2301673889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2989273071
validation[          , genome 18404] predictions:    9895/  10000 (98.95%), best:    9903/10000 (99.03%), error:       317.77945, best error:       303.39874 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 912.9006347656s, input_fired_time: 10.5484828949, output_fired_time: 6.8707351685, propagate_forward_time: 278.1416931152, propagate_backward_time: 609.9246826172, weight_update_time: 0.7266709805, other_time: 7.4150390625
epoch time: 61.1132431030s, input_fired_time: 1.0806345940, output_fired_time: 0.0000000000, propagate_forward_time: 58.7462043762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2864036560
validation[          , genome 18404] predictions:    9893/  10000 (98.93%), best:    9903/10000 (99.03%), error:       328.68701, best error:       303.39874 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 902.7515258789s, input_fired_time: 8.5275297165, output_fired_time: 6.8534173965, propagate_forward_time: 284.4394836426, propagate_backward_time: 594.5380249023, weight_update_time: 0.7270151973, other_time: 8.3931274414
epoch time: 57.7493324280s, input_fired_time: 1.0725842714, output_fired_time: 0.0000000000, propagate_forward_time: 55.3889122009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2878341675
validation[          , genome 18404] predictions:    9897/  10000 (98.97%), best:    9903/10000 (99.03%), error:       324.46521, best error:       303.39874 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 912.9465332031s, input_fired_time: 8.5239515305, output_fired_time: 5.8728880882, propagate_forward_time: 287.2514953613, propagate_backward_time: 600.8707275391, weight_update_time: 0.7313611507, other_time: 10.4274902344
epoch time: 59.4834251404s, input_fired_time: 1.0820297003, output_fired_time: 0.0000000000, propagate_forward_time: 57.1128807068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2885131836
validation[          , genome 18404] predictions:    9880/  10000 (98.80%), best:    9903/10000 (99.03%), error:       398.35840, best error:       303.39874 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 925.9056396484s, input_fired_time: 10.6068964005, output_fired_time: 5.9235529900, propagate_forward_time: 289.9967346191, propagate_backward_time: 610.9993286133, weight_update_time: 0.7286499143, other_time: 8.3792114258
epoch time: 59.2854690552s, input_fired_time: 2.0771095753, output_fired_time: 0.0000000000, propagate_forward_time: 55.9260330200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2823257446
validation[          , genome 18404] predictions:    9863/  10000 (98.63%), best:    9903/10000 (99.03%), error:       464.68378, best error:       303.39874 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 919.9988403320s, input_fired_time: 8.5200147629, output_fired_time: 6.8921051025, propagate_forward_time: 271.3322143555, propagate_backward_time: 625.8445434570, weight_update_time: 0.7326158285, other_time: 7.4099731445
epoch time: 61.3383293152s, input_fired_time: 2.0867352486, output_fired_time: 0.0000000000, propagate_forward_time: 57.9739151001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2776794434
validation[          , genome 18404] predictions:    9905/  10000 (99.05%), best:    9903/10000 (99.03%), error:       305.06454, best error:       303.39874 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 924.7525024414s, input_fired_time: 10.5788984299, output_fired_time: 5.8854165077, propagate_forward_time: 292.3222656250, propagate_backward_time: 606.5496826172, weight_update_time: 0.7281267047, other_time: 9.4161987305
epoch time: 61.0610847473s, input_fired_time: 1.0778491497, output_fired_time: 0.0000000000, propagate_forward_time: 58.6875953674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2956390381
validation[          , genome 18404] predictions:    9877/  10000 (98.77%), best:    9903/10000 (99.03%), error:       372.69821, best error:       303.39874 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 914.4122924805s, input_fired_time: 8.5699338913, output_fired_time: 6.9238061905, propagate_forward_time: 291.4437255859, propagate_backward_time: 600.0983276367, weight_update_time: 0.7244021297, other_time: 7.3764648438
epoch time: 56.9007835388s, input_fired_time: 1.0867995024, output_fired_time: 0.0000000000, propagate_forward_time: 54.5374832153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2765007019
validation[          , genome 18404] predictions:    9899/  10000 (98.99%), best:    9903/10000 (99.03%), error:       312.95712, best error:       303.39874 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 910.3643798828s, input_fired_time: 9.5363273621, output_fired_time: 5.8813395500, propagate_forward_time: 295.3493957520, propagate_backward_time: 592.2467041016, weight_update_time: 0.7217878699, other_time: 7.3505859375
epoch time: 58.2767410278s, input_fired_time: 1.0742160082, output_fired_time: 0.0000000000, propagate_forward_time: 55.9336547852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2688713074
validation[          , genome 18404] predictions:    9901/  10000 (99.01%), best:    9903/10000 (99.03%), error:       341.68408, best error:       303.39874 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 906.5123291016s, input_fired_time: 13.5917625427, output_fired_time: 6.8800630569, propagate_forward_time: 284.7248535156, propagate_backward_time: 592.9248046875, weight_update_time: 0.7335012555, other_time: 8.3908691406
epoch time: 57.5117301941s, input_fired_time: 3.0832548141, output_fired_time: 0.0000000000, propagate_forward_time: 53.1475486755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2809257507
validation[          , genome 18404] predictions:    9899/  10000 (98.99%), best:    9903/10000 (99.03%), error:       306.03067, best error:       303.39874 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 915.3820190430s, input_fired_time: 10.5556898117, output_fired_time: 6.8869924545, propagate_forward_time: 292.3133850098, propagate_backward_time: 598.2252807617, weight_update_time: 0.7328876257, other_time: 7.4006958008
epoch time: 56.0694046021s, input_fired_time: 1.0755672455, output_fired_time: 0.0000000000, propagate_forward_time: 52.7033348083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2905006409
validation[          , genome 18404] predictions:    9904/  10000 (99.04%), best:    9903/10000 (99.03%), error:       311.30557, best error:       303.39874 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 912.3569946289s, input_fired_time: 9.5657510757, output_fired_time: 6.8941736221, propagate_forward_time: 290.9772644043, propagate_backward_time: 597.5825195312, weight_update_time: 0.7167528868, other_time: 7.3372802734
epoch time: 56.9595909119s, input_fired_time: 1.0848711729, output_fired_time: 0.0000000000, propagate_forward_time: 53.5709800720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3037414551
validation[          , genome 18404] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       291.80276, best error:       291.80276 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 912.6430053711s, input_fired_time: 8.5578069687, output_fired_time: 6.8861517906, propagate_forward_time: 275.0288391113, propagate_backward_time: 611.7993774414, weight_update_time: 0.7266118526, other_time: 10.3707885742
epoch time: 59.5144004822s, input_fired_time: 1.0926352739, output_fired_time: 0.0000000000, propagate_forward_time: 57.1264610291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2953033447
validation[          , genome 18404] predictions:    9903/  10000 (99.03%), best:    9912/10000 (99.12%), error:       299.86224, best error:       291.80276 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 898.3045654297s, input_fired_time: 8.6033430099, output_fired_time: 5.8381967545, propagate_forward_time: 282.1543273926, propagate_backward_time: 594.2824707031, weight_update_time: 0.7328886986, other_time: 7.4262695312
epoch time: 57.2528572083s, input_fired_time: 2.0797405243, output_fired_time: 0.0000000000, propagate_forward_time: 53.8809013367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2922172546
validation[          , genome 18404] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       282.65341, best error:       282.65341 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 914.6246337891s, input_fired_time: 10.6065340042, output_fired_time: 6.9112010002, propagate_forward_time: 282.0967712402, propagate_backward_time: 606.6218872070, weight_update_time: 0.7289350033, other_time: 8.3882446289
epoch time: 60.0678291321s, input_fired_time: 1.0781222582, output_fired_time: 0.0000000000, propagate_forward_time: 57.6922492981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2974586487
validation[          , genome 18404] predictions:    9897/  10000 (98.97%), best:    9908/10000 (99.08%), error:       309.54254, best error:       282.65341 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 917.7535400391s, input_fired_time: 13.5964298248, output_fired_time: 5.8599109650, propagate_forward_time: 292.9171447754, propagate_backward_time: 596.9976196289, weight_update_time: 0.7364381552, other_time: 8.3823852539
epoch time: 57.9898033142s, input_fired_time: 1.0933914185, output_fired_time: 0.0000000000, propagate_forward_time: 55.6126022339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2838096619
validation[          , genome 18404] predictions:    9905/  10000 (99.05%), best:    9908/10000 (99.08%), error:       314.09082, best error:       282.65341 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 907.0806274414s, input_fired_time: 9.5583105087, output_fired_time: 5.8733444214, propagate_forward_time: 270.5093078613, propagate_backward_time: 610.7537231445, weight_update_time: 0.7331263423, other_time: 10.3859252930
epoch time: 57.2009048462s, input_fired_time: 1.0746160746, output_fired_time: 0.0000000000, propagate_forward_time: 54.8515052795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2747840881
validation[          , genome 18404] predictions:    9886/  10000 (98.86%), best:    9908/10000 (99.08%), error:       356.87051, best error:       282.65341 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 909.9340820312s, input_fired_time: 8.5675363541, output_fired_time: 9.8853836060, propagate_forward_time: 275.3338623047, propagate_backward_time: 607.7750244141, weight_update_time: 0.7253715992, other_time: 8.3722534180
epoch time: 62.6201629639s, input_fired_time: 1.0890333652, output_fired_time: 0.0000000000, propagate_forward_time: 60.2357330322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2953948975
validation[          , genome 18404] predictions:    9924/  10000 (99.24%), best:    9924/10000 (99.24%), error:       270.46964, best error:       270.46964 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 918.2684326172s, input_fired_time: 9.5579566956, output_fired_time: 7.9113979340, propagate_forward_time: 276.5049438477, propagate_backward_time: 616.9589233398, weight_update_time: 0.7199134827, other_time: 7.3352050781
epoch time: 57.8388938904s, input_fired_time: 1.0902339220, output_fired_time: 0.0000000000, propagate_forward_time: 55.4506492615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2980117798
validation[          , genome 18404] predictions:    9918/  10000 (99.18%), best:    9924/10000 (99.24%), error:       287.46857, best error:       270.46964 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 895.1119995117s, input_fired_time: 9.5358018875, output_fired_time: 7.8482666016, propagate_forward_time: 271.5359497070, propagate_backward_time: 597.8724975586, weight_update_time: 1.7270838022, other_time: 8.3194580078
epoch time: 58.1757583618s, input_fired_time: 1.0806556940, output_fired_time: 0.0000000000, propagate_forward_time: 55.8375053406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2575988770
validation[          , genome 18404] predictions:    9919/  10000 (99.19%), best:    9919/10000 (99.19%), error:       261.93634, best error:       261.93634 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 908.4697265625s, input_fired_time: 10.5845069885, output_fired_time: 7.8738737106, propagate_forward_time: 289.6895751953, propagate_backward_time: 591.9531250000, weight_update_time: 0.7267681360, other_time: 8.3685913086
epoch time: 62.3060836792s, input_fired_time: 1.1054697037, output_fired_time: 0.0000000000, propagate_forward_time: 59.9211044312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2795104980
validation[          , genome 18404] predictions:    9916/  10000 (99.16%), best:    9919/10000 (99.19%), error:       274.89050, best error:       261.93634 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 911.2091064453s, input_fired_time: 11.6042146683, output_fired_time: 5.8638825417, propagate_forward_time: 293.8024597168, propagate_backward_time: 591.5695190430, weight_update_time: 0.7231359482, other_time: 8.3690795898
epoch time: 66.9460296631s, input_fired_time: 1.1320722103, output_fired_time: 0.0000000000, propagate_forward_time: 64.4889526367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3250045776
validation[          , genome 18404] predictions:    9921/  10000 (99.21%), best:    9919/10000 (99.19%), error:       269.45892, best error:       261.93634 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 922.9455566406s, input_fired_time: 10.5928897858, output_fired_time: 5.8569655418, propagate_forward_time: 291.4076538086, propagate_backward_time: 607.6760864258, weight_update_time: 0.7305756211, other_time: 7.4119262695
epoch time: 56.9810676575s, input_fired_time: 1.0782114267, output_fired_time: 0.0000000000, propagate_forward_time: 54.6442604065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2585945129
validation[          , genome 18404] predictions:    9912/  10000 (99.12%), best:    9919/10000 (99.19%), error:       271.39249, best error:       261.93634 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 900.2206420898s, input_fired_time: 9.5705814362, output_fired_time: 5.8818125725, propagate_forward_time: 267.0407104492, propagate_backward_time: 610.3552246094, weight_update_time: 0.7242106199, other_time: 7.3723144531
epoch time: 61.3528633118s, input_fired_time: 1.0925619602, output_fired_time: 0.0000000000, propagate_forward_time: 58.9694023132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2908973694
validation[          , genome 18404] predictions:    9914/  10000 (99.14%), best:    9919/10000 (99.19%), error:       263.90091, best error:       261.93634 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 906.4371337891s, input_fired_time: 8.5630283356, output_fired_time: 5.8779697418, propagate_forward_time: 286.8418579102, propagate_backward_time: 597.8045654297, weight_update_time: 0.7192707062, other_time: 7.3496704102
epoch time: 58.5546035767s, input_fired_time: 1.0827341080, output_fired_time: 0.0000000000, propagate_forward_time: 56.1950759888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2767944336
validation[          , genome 18404] predictions:    9898/  10000 (98.98%), best:    9919/10000 (99.19%), error:       347.47391, best error:       261.93634 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 909.1674804688s, input_fired_time: 8.6019811630, output_fired_time: 7.8677244186, propagate_forward_time: 278.6496276855, propagate_backward_time: 605.6663818359, weight_update_time: 0.7245648503, other_time: 8.3817138672
epoch time: 61.0037422180s, input_fired_time: 3.1071031094, output_fired_time: 0.0000000000, propagate_forward_time: 56.6038703918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2927703857
validation[          , genome 18404] predictions:    9915/  10000 (99.15%), best:    9919/10000 (99.19%), error:       295.57880, best error:       261.93634 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 904.0675048828s, input_fired_time: 9.5851011276, output_fired_time: 6.8658285141, propagate_forward_time: 267.3598327637, propagate_backward_time: 612.8880615234, weight_update_time: 0.7248483300, other_time: 7.3686523438
epoch time: 59.5526161194s, input_fired_time: 1.0821262598, output_fired_time: 0.0000000000, propagate_forward_time: 57.1791954041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2912940979
validation[          , genome 18404] predictions:    9915/  10000 (99.15%), best:    9919/10000 (99.19%), error:       282.62689, best error:       261.93634 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 910.6542358398s, input_fired_time: 14.6137895584, output_fired_time: 5.8674931526, propagate_forward_time: 290.4014587402, propagate_backward_time: 592.4226684570, weight_update_time: 0.7223764658, other_time: 7.3488159180
epoch time: 62.0377006531s, input_fired_time: 1.0940967798, output_fired_time: 0.0000000000, propagate_forward_time: 59.6665039062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2770996094
validation[          , genome 18404] predictions:    9924/  10000 (99.24%), best:    9919/10000 (99.19%), error:       262.62061, best error:       261.93634 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 915.5010375977s, input_fired_time: 8.5853338242, output_fired_time: 5.8621835709, propagate_forward_time: 299.2101135254, propagate_backward_time: 594.4807128906, weight_update_time: 0.7313231230, other_time: 7.3626708984
epoch time: 59.2797317505s, input_fired_time: 1.0955352783, output_fired_time: 0.0000000000, propagate_forward_time: 56.8959503174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2882461548
validation[          , genome 18404] predictions:    9923/  10000 (99.23%), best:    9923/10000 (99.23%), error:       256.16583, best error:       256.16583 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 903.7014160156s, input_fired_time: 11.6189222336, output_fired_time: 5.8905982971, propagate_forward_time: 279.2416992188, propagate_backward_time: 597.5882568359, weight_update_time: 0.7299324870, other_time: 9.3619384766
epoch time: 58.5074958801s, input_fired_time: 1.0923441648, output_fired_time: 0.0000000000, propagate_forward_time: 56.1290664673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2860870361
validation[          , genome 18404] predictions:    9916/  10000 (99.16%), best:    9923/10000 (99.23%), error:       261.77039, best error:       256.16583 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 909.2225952148s, input_fired_time: 10.6385097504, output_fired_time: 5.8813910484, propagate_forward_time: 286.6256408691, propagate_backward_time: 597.7278442383, weight_update_time: 0.7301425338, other_time: 8.3491821289
epoch time: 59.9244613647s, input_fired_time: 1.0949783325, output_fired_time: 0.0000000000, propagate_forward_time: 57.5601005554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2693824768
validation[          , genome 18404] predictions:    9924/  10000 (99.24%), best:    9924/10000 (99.24%), error:       250.52180, best error:       250.52180 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 905.2683715820s, input_fired_time: 10.6229038239, output_fired_time: 7.8925342560, propagate_forward_time: 285.8952636719, propagate_backward_time: 593.4656982422, weight_update_time: 0.7348311543, other_time: 7.3919677734
epoch time: 59.1736564636s, input_fired_time: 2.0897805691, output_fired_time: 0.0000000000, propagate_forward_time: 55.8355560303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2483215332
validation[          , genome 18404] predictions:    9917/  10000 (99.17%), best:    9924/10000 (99.24%), error:       260.47565, best error:       250.52180 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 907.6616821289s, input_fired_time: 10.6104993820, output_fired_time: 6.8614592552, propagate_forward_time: 284.2685546875, propagate_backward_time: 598.5267944336, weight_update_time: 0.7301790118, other_time: 7.3944091797
epoch time: 61.0737953186s, input_fired_time: 1.1060744524, output_fired_time: 0.0000000000, propagate_forward_time: 58.6812934875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2864265442
validation[          , genome 18404] predictions:    9916/  10000 (99.16%), best:    9924/10000 (99.24%), error:       261.68387, best error:       250.52180 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 906.3099975586s, input_fired_time: 8.6085987091, output_fired_time: 5.8490853310, propagate_forward_time: 276.7825927734, propagate_backward_time: 607.7269897461, weight_update_time: 0.7220728397, other_time: 7.3427734375
epoch time: 57.8903465271s, input_fired_time: 2.1057779789, output_fired_time: 0.0000000000, propagate_forward_time: 54.4877243042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2968444824
validation[          , genome 18404] predictions:    9919/  10000 (99.19%), best:    9924/10000 (99.24%), error:       264.53336, best error:       250.52180 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 908.8374633789s, input_fired_time: 9.6099100113, output_fired_time: 6.8833255768, propagate_forward_time: 284.1908264160, propagate_backward_time: 600.7367553711, weight_update_time: 0.7313084006, other_time: 7.4166870117
epoch time: 58.0082931519s, input_fired_time: 1.0840651989, output_fired_time: 0.0000000000, propagate_forward_time: 55.6504745483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2737541199
validation[          , genome 18404] predictions:    9924/  10000 (99.24%), best:    9924/10000 (99.24%), error:       249.89708, best error:       249.89708 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 912.1367797852s, input_fired_time: 9.6209220886, output_fired_time: 7.8747644424, propagate_forward_time: 292.0708618164, propagate_backward_time: 595.2151489258, weight_update_time: 0.7215411067, other_time: 7.3551025391
epoch time: 60.2027626038s, input_fired_time: 1.0960074663, output_fired_time: 0.0000000000, propagate_forward_time: 57.8293151855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2774391174
validation[          , genome 18404] predictions:    9923/  10000 (99.23%), best:    9924/10000 (99.24%), error:       253.89728, best error:       249.89708 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 918.7135620117s, input_fired_time: 8.6521596909, output_fired_time: 6.9070100784, propagate_forward_time: 291.8229370117, propagate_backward_time: 603.9133911133, weight_update_time: 0.7362034321, other_time: 7.4180908203
epoch time: 59.6857414246s, input_fired_time: 1.0906817913, output_fired_time: 0.0000000000, propagate_forward_time: 57.3059425354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2891159058
validation[          , genome 18404] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       248.00056, best error:       248.00056 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 905.8822021484s, input_fired_time: 8.5986471176, output_fired_time: 5.8663811684, propagate_forward_time: 273.9204711914, propagate_backward_time: 610.1435546875, weight_update_time: 0.7226385474, other_time: 7.3531494141
epoch time: 58.9924354553s, input_fired_time: 1.0963605642, output_fired_time: 0.0000000000, propagate_forward_time: 56.6017303467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2943458557
validation[          , genome 18404] predictions:    9920/  10000 (99.20%), best:    9921/10000 (99.21%), error:       256.63187, best error:       248.00056 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 908.0808715820s, input_fired_time: 11.6321048737, output_fired_time: 5.8769049644, propagate_forward_time: 273.3426818848, propagate_backward_time: 609.8984375000, weight_update_time: 0.7237789035, other_time: 7.3308105469
epoch time: 59.1783294678s, input_fired_time: 1.0918239355, output_fired_time: 0.0000000000, propagate_forward_time: 56.8117370605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2747688293
validation[          , genome 18404] predictions:    9926/  10000 (99.26%), best:    9921/10000 (99.21%), error:       252.09224, best error:       248.00056 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 901.4592285156s, input_fired_time: 11.6249628067, output_fired_time: 7.8491873741, propagate_forward_time: 277.4107666016, propagate_backward_time: 597.1895751953, weight_update_time: 0.7237992287, other_time: 7.3847656250
epoch time: 57.4194908142s, input_fired_time: 1.0948281288, output_fired_time: 0.0000000000, propagate_forward_time: 55.0459022522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2787590027
validation[          , genome 18404] predictions:    9925/  10000 (99.25%), best:    9921/10000 (99.21%), error:       250.05125, best error:       248.00056 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 921.0202636719s, input_fired_time: 10.6261358261, output_fired_time: 6.8705873489, propagate_forward_time: 290.1809387207, propagate_backward_time: 602.9351196289, weight_update_time: 2.7378737926, other_time: 10.4074096680
epoch time: 61.2054519653s, input_fired_time: 1.0968936682, output_fired_time: 0.0000000000, propagate_forward_time: 56.7838821411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3246765137
validation[          , genome 18404] predictions:    9919/  10000 (99.19%), best:    9919/10000 (99.19%), error:       247.76750, best error:       247.76750 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 900.1503295898s, input_fired_time: 12.6269683838, output_fired_time: 5.8591532707, propagate_forward_time: 289.9398498535, propagate_backward_time: 584.3965454102, weight_update_time: 0.7294694185, other_time: 7.3278198242
epoch time: 56.8220291138s, input_fired_time: 1.0795698166, output_fired_time: 0.0000000000, propagate_forward_time: 53.4633255005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2791328430
validation[          , genome 18404] predictions:    9924/  10000 (99.24%), best:    9919/10000 (99.19%), error:       252.28065, best error:       247.76750 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 912.2559814453s, input_fired_time: 8.6220331192, output_fired_time: 7.8851504326, propagate_forward_time: 290.3067932129, propagate_backward_time: 597.0534667969, weight_update_time: 0.7275967598, other_time: 8.3885498047
epoch time: 58.3842391968s, input_fired_time: 1.0931214094, output_fired_time: 0.0000000000, propagate_forward_time: 56.0150375366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2760810852
validation[          , genome 18404] predictions:    9920/  10000 (99.20%), best:    9919/10000 (99.19%), error:       248.80742, best error:       247.76750 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 905.4238891602s, input_fired_time: 9.5999917984, output_fired_time: 6.8645567894, propagate_forward_time: 267.1062011719, propagate_backward_time: 614.5018920898, weight_update_time: 0.7237874269, other_time: 7.3512573242
epoch time: 63.7856674194s, input_fired_time: 1.1426248550, output_fired_time: 0.0000000000, propagate_forward_time: 60.3145408630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3285026550
validation[          , genome 18404] predictions:    9924/  10000 (99.24%), best:    9919/10000 (99.19%), error:       248.27026, best error:       247.76750 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 904.2464599609s, input_fired_time: 9.6101541519, output_fired_time: 7.8721799850, propagate_forward_time: 279.3111267090, propagate_backward_time: 600.0861816406, weight_update_time: 0.7181388140, other_time: 7.3668212891
epoch time: 60.7999076843s, input_fired_time: 1.1026651859, output_fired_time: 0.0000000000, propagate_forward_time: 58.3986206055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2986221313
validation[          , genome 18404] predictions:    9925/  10000 (99.25%), best:    9919/10000 (99.19%), error:       248.85086, best error:       247.76750 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 913.6729125977s, input_fired_time: 8.6219425201, output_fired_time: 5.9043684006, propagate_forward_time: 285.2091064453, propagate_backward_time: 604.5488891602, weight_update_time: 0.7263641357, other_time: 9.3886108398
epoch time: 58.9483032227s, input_fired_time: 1.0981621742, output_fired_time: 0.0000000000, propagate_forward_time: 56.5568466187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2932929993
validation[          , genome 18404] predictions:    9924/  10000 (99.24%), best:    9919/10000 (99.19%), error:       253.00952, best error:       247.76750 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 907.9715576172s, input_fired_time: 8.6108922958, output_fired_time: 5.8742542267, propagate_forward_time: 292.5971984863, propagate_backward_time: 592.5429077148, weight_update_time: 0.7287765145, other_time: 8.3462524414
epoch time: 62.3691368103s, input_fired_time: 1.1009132862, output_fired_time: 0.0000000000, propagate_forward_time: 57.9729766846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2952461243
validation[          , genome 18404] predictions:    9922/  10000 (99.22%), best:    9919/10000 (99.19%), error:       254.88503, best error:       247.76750 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 909.2415771484s, input_fired_time: 9.6259975433, output_fired_time: 5.8699421883, propagate_forward_time: 279.8504028320, propagate_backward_time: 605.5365600586, weight_update_time: 0.7229373455, other_time: 8.3587036133
epoch time: 56.9462699890s, input_fired_time: 1.0846879482, output_fired_time: 0.0000000000, propagate_forward_time: 53.5795288086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2820549011
validation[          , genome 18404] predictions:    9924/  10000 (99.24%), best:    9919/10000 (99.19%), error:       255.48476, best error:       247.76750 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 908.1733398438s, input_fired_time: 10.6310424805, output_fired_time: 5.8638463020, propagate_forward_time: 283.5623168945, propagate_backward_time: 598.7365722656, weight_update_time: 0.7259539962, other_time: 9.3795776367
epoch time: 58.6337203979s, input_fired_time: 1.0977107286, output_fired_time: 0.0000000000, propagate_forward_time: 56.2504844666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2855262756
validation[          , genome 18404] predictions:    9928/  10000 (99.28%), best:    9928/10000 (99.28%), error:       247.70482, best error:       247.70482 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 921.6721191406s, input_fired_time: 10.6629924774, output_fired_time: 5.8900346756, propagate_forward_time: 289.1786499023, propagate_backward_time: 607.5424194336, weight_update_time: 0.7363058329, other_time: 8.3980712891
epoch time: 60.0039215088s, input_fired_time: 1.1028900146, output_fired_time: 0.0000000000, propagate_forward_time: 57.6182403564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2827911377
validation[          , genome 18404] predictions:    9925/  10000 (99.25%), best:    9928/10000 (99.28%), error:       250.39767, best error:       247.70482 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 911.1009521484s, input_fired_time: 12.6416044235, output_fired_time: 5.8444037437, propagate_forward_time: 272.8947448730, propagate_backward_time: 611.3336181641, weight_update_time: 0.7242855430, other_time: 8.3865966797
epoch time: 60.0870437622s, input_fired_time: 1.0982313156, output_fired_time: 0.0000000000, propagate_forward_time: 57.7259330750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2628784180
validation[          , genome 18404] predictions:    9921/  10000 (99.21%), best:    9928/10000 (99.28%), error:       252.91472, best error:       247.70482 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 908.5671386719s, input_fired_time: 8.6214399338, output_fired_time: 5.8481125832, propagate_forward_time: 282.4347839355, propagate_backward_time: 602.2965087891, weight_update_time: 0.7253622413, other_time: 9.3663330078
epoch time: 64.7068099976s, input_fired_time: 1.1375511885, output_fired_time: 0.0000000000, propagate_forward_time: 62.2421951294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3270645142
validation[          , genome 18404] predictions:    9924/  10000 (99.24%), best:    9928/10000 (99.28%), error:       248.26866, best error:       247.70482 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 912.3173828125s, input_fired_time: 11.6148757935, output_fired_time: 6.8810758591, propagate_forward_time: 287.3906250000, propagate_backward_time: 598.0433349609, weight_update_time: 0.7324255109, other_time: 8.3874511719
epoch time: 58.4424667358s, input_fired_time: 1.0906857252, output_fired_time: 0.0000000000, propagate_forward_time: 56.0779113770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2738685608
validation[          , genome 18404] predictions:    9924/  10000 (99.24%), best:    9928/10000 (99.28%), error:       248.53629, best error:       247.70482 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 908.5687866211s, input_fired_time: 8.6192560196, output_fired_time: 11.8725595474, propagate_forward_time: 279.9522399902, propagate_backward_time: 595.7699584961, weight_update_time: 0.7226795554, other_time: 12.3547973633
epoch time: 58.6435623169s, input_fired_time: 1.0935399532, output_fired_time: 0.0000000000, propagate_forward_time: 56.2754516602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2745704651
validation[          , genome 18404] predictions:    9919/  10000 (99.19%), best:    9928/10000 (99.28%), error:       248.35573, best error:       247.70482 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 900.0096435547s, input_fired_time: 11.6239233017, output_fired_time: 5.8608183861, propagate_forward_time: 281.2693176270, propagate_backward_time: 593.9519653320, weight_update_time: 0.7232443690, other_time: 7.3036499023
epoch time: 57.6541099548s, input_fired_time: 1.0933688879, output_fired_time: 0.0000000000, propagate_forward_time: 55.2767028809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2840385437
validation[          , genome 18404] predictions:    9919/  10000 (99.19%), best:    9928/10000 (99.28%), error:       249.54514, best error:       247.70482 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 898.2902221680s, input_fired_time: 9.6083354950, output_fired_time: 5.8380851746, propagate_forward_time: 275.6828613281, propagate_backward_time: 597.7856445312, weight_update_time: 1.7392358780, other_time: 9.3753051758
epoch time: 61.1051712036s, input_fired_time: 1.1063694954, output_fired_time: 0.0000000000, propagate_forward_time: 58.7054977417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2933044434
validation[          , genome 18404] predictions:    9924/  10000 (99.24%), best:    9924/10000 (99.24%), error:       246.50732, best error:       246.50732 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 909.2036132812s, input_fired_time: 8.6240911484, output_fired_time: 5.8873658180, propagate_forward_time: 278.6163635254, propagate_backward_time: 608.7108154297, weight_update_time: 0.7267950177, other_time: 7.3649902344
epoch time: 56.1324920654s, input_fired_time: 1.0865800381, output_fired_time: 0.0000000000, propagate_forward_time: 53.7796096802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2663040161
validation[          , genome 18404] predictions:    9928/  10000 (99.28%), best:    9928/10000 (99.28%), error:       243.68797, best error:       243.68797 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 910.0433349609s, input_fired_time: 8.6169624329, output_fired_time: 5.8522200584, propagate_forward_time: 272.3312072754, propagate_backward_time: 615.8576660156, weight_update_time: 0.7234773636, other_time: 7.3852539062
epoch time: 56.9446411133s, input_fired_time: 2.0874712467, output_fired_time: 0.0000000000, propagate_forward_time: 53.5836410522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2735290527
validation[          , genome 18404] predictions:    9920/  10000 (99.20%), best:    9928/10000 (99.28%), error:       246.26746, best error:       243.68797 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 918.7125244141s, input_fired_time: 14.6812362671, output_fired_time: 5.8653140068, propagate_forward_time: 282.8790588379, propagate_backward_time: 603.8745727539, weight_update_time: 2.7376661301, other_time: 11.4124145508
epoch time: 61.1697273254s, input_fired_time: 1.1030564308, output_fired_time: 0.0000000000, propagate_forward_time: 58.7835273743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2831420898
validation[          , genome 18404] predictions:    9922/  10000 (99.22%), best:    9928/10000 (99.28%), error:       244.95651, best error:       243.68797 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 907.8226928711s, input_fired_time: 8.6181144714, output_fired_time: 6.8863954544, propagate_forward_time: 291.5570068359, propagate_backward_time: 593.3906250000, weight_update_time: 0.7235001922, other_time: 7.3705444336
epoch time: 57.3736839294s, input_fired_time: 1.0917973518, output_fired_time: 0.0000000000, propagate_forward_time: 55.0071182251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2747688293
validation[          , genome 18404] predictions:    9924/  10000 (99.24%), best:    9928/10000 (99.28%), error:       244.14020, best error:       243.68797 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 906.9600219727s, input_fired_time: 9.6816196442, output_fired_time: 8.8603210449, propagate_forward_time: 284.8782958984, propagate_backward_time: 592.1376342773, weight_update_time: 1.7251763344, other_time: 11.4021606445
epoch time: 59.0572471619s, input_fired_time: 1.1019806862, output_fired_time: 0.0000000000, propagate_forward_time: 56.6702957153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2849693298
validation[          , genome 18404] predictions:    9929/  10000 (99.29%), best:    9928/10000 (99.28%), error:       244.22400, best error:       243.68797 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 916.3375244141s, input_fired_time: 8.6359863281, output_fired_time: 5.8827571869, propagate_forward_time: 282.5939331055, propagate_backward_time: 610.8417358398, weight_update_time: 0.7282582521, other_time: 8.3831176758
epoch time: 59.9997634888s, input_fired_time: 2.1011259556, output_fired_time: 0.0000000000, propagate_forward_time: 55.5979728699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3006629944
validation[          , genome 18404] predictions:    9925/  10000 (99.25%), best:    9925/10000 (99.25%), error:       242.21957, best error:       242.21957 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 909.4601440430s, input_fired_time: 9.6553478241, output_fired_time: 5.8624634743, propagate_forward_time: 280.9841003418, propagate_backward_time: 601.5545043945, weight_update_time: 1.7291940451, other_time: 11.4037475586
epoch time: 58.1674156189s, input_fired_time: 1.0986902714, output_fired_time: 0.0000000000, propagate_forward_time: 55.7794456482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2892799377
validation[          , genome 18404] predictions:    9923/  10000 (99.23%), best:    9925/10000 (99.25%), error:       243.69485, best error:       242.21957 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 904.4376220703s, input_fired_time: 8.6119689941, output_fired_time: 5.8515529633, propagate_forward_time: 282.9289245605, propagate_backward_time: 597.6640014648, weight_update_time: 0.7247897983, other_time: 9.3811645508
epoch time: 60.6075935364s, input_fired_time: 1.1046628952, output_fired_time: 0.0000000000, propagate_forward_time: 58.2019882202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3009414673
validation[          , genome 18404] predictions:    9925/  10000 (99.25%), best:    9925/10000 (99.25%), error:       242.48976, best error:       242.21957 on epoch:    98, 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: 294.5496826172s, input_fired_time: 5.5003132820, output_fired_time: 0.0000000000, propagate_forward_time: 282.6380310059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.4113464355
best training[          , genome 18404] predictions:   50000/  50000 (100.00%), best:    9925/10000 (99.25%), error:        58.56625, best error:       242.21957 on epoch:    98, 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: 58.3627281189s, input_fired_time: 1.0831116438, output_fired_time: 0.0000000000, propagate_forward_time: 56.0037994385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2758178711
   testing[          , genome 18404] predictions:    9933/  10000 (99.33%), best:    9925/10000 (99.25%), error:       199.74446, best error:       242.21957 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:56:16 (79075): called boinc_finish(0)

</stderr_txt>
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