Iteration                Wall_Time                Samples                  Train_Return             Train_Paths              Test_Return              Test_Paths               Critic_Loss              Critic_Steps             Actor_Loss               Actor_Steps              Adv_Mean                 Adv_Std                  Adv_Weights_Min          Adv_Weights_Mean         Adv_Weights_Max          

0                        0.000805180999967787     2175                     3.7391746580493277       122                      9.328710575352057        32                       0.006675042916293168     201                      5.060666146092971        1003                     8.498962                 7.537324                 0.036612812              1.8940389                107.23274                

50                       0.105224363538954        109594                   89.04885403146902        1373                     261.7269251990855        32                       0.005262670865873011     10581                    4.665180821572581        52811                    0.3108977                10.2237835               0.00017321344            1.6903628                737.21356                

100                      0.2154716349972619       218666                   273.0652990827427        595                      259.3114263615731        32                       0.0015804742304783947    21196                    4.727659290241745        105802                   0.25788644               5.5516934                6.466411e-05             3.3377316                17945.0                  

150                      0.3241445863246918       326084                   278.9407069246716        638                      255.9784632740091        32                       0.0005344621033645144    31647                    4.610233336921752        157965                   0.07395047               3.2558312                2.9831597e-06            2.9115746                13896.197                

200                      0.4325203651189804       432952                   273.8491820263611        672                      264.0742983785978        32                       0.00040090056092526434   42040                    4.5488846773481635       209841                   0.03375634               2.8115132                2.310431e-05             2.9209652                8762.709                 

250                      0.5407491696543164       539841                   288.60228689506613       674                      350.1110479520657        32                       0.0026083637315493366    52435                    4.892591296363198        261728                   0.7499329                7.1188664                0.00019417143            2.1201012                768.30585                

300                      0.6500206842025121       647358                   362.83951546298636       598                      365.28551506075996       32                       0.0013455410706832112    62904                    4.540058033649399        313960                   0.5577562                5.157718                 1.9573473e-07            2.6554375                8405.568                 

350                      0.7602967096699609       755898                   408.5120665317708        591                      472.4364008584684        32                       0.0027325987815856934    73472                    4.5924181582322765       366694                   0.61994135               7.389114                 3.389075e-06             1.743666                 374.4822                 

400                      0.8703577321105533       863816                   437.3665782143855        591                      431.59539994537107       32                       0.0037629143247064553    83975                    4.722121860983239        419125                   -0.1863939               8.465391                 8.558384e-06             1.7902168                597.39105                

450                      0.9798920334047742       972042                   511.6641747708135        547                      818.3501994319245        32                       0.006330144182543888     94517                    4.620070008354831        471727                   0.3805131                11.029067                5.8678825e-06            1.649744                 407.0785                 

500                      1.091537507639991        1081169                  672.8432865756839        448                      2138.427025279917        32                       0.0074221277699887175    105160                   4.67584252264713         524819                   -0.06769617              12.163223                0.000674071              1.7052063                382.8312                 

550                      1.2094280324379603       1191566                  964.2946940916135        340                      2669.8447032110394       32                       0.007353031370374892     115930                   4.621118555731952        578582                   -0.11379647              12.030426                0.0003028884             1.7413505                2039.0859                

600                      1.333980795674854        1305900                  1300.4003989521468       268                      2778.484177139315        32                       0.007972378390175956     127093                   4.596731355010725        634304                   0.3853564                12.567832                1.690686e-05             1.6693016                332.00153                

650                      1.4597658920288086       1422810                  1646.9550094694594       228                      2952.869587714522        32                       0.008089609005871941     138513                   4.512662904452434        691304                   0.46190366               12.5083475               1.8142842e-05            1.7909932                1554.6841                

700                      1.5858148929807876       1540447                  1765.4874430975801       224                      3073.719220252139        32                       0.007336614442908246     150008                   4.495497528421454        748659                   0.63320327               11.899104                1.2666216e-05            1.7123177                840.5809                 

750                      1.71629651274946         1663658                  1964.7788337185898       215                      3353.7342434428842       32                       0.008799377354708584     162045                   4.284727113928734        808742                   0.6531978                13.07067                 4.431355e-06             1.6710132                2596.7766                

800                      1.8450144310130014       1785286                  2073.6414429213455       211                      3451.487648829186        32                       0.008431249405758314     173929                   4.523383636840528        868053                   -0.18442568              13.064649                4.6499037e-05            2.1578627                1960.362                 

850                      1.9761051833629608       1909414                  2241.603081640724        204                      3716.0008112068745       32                       0.010861757429928556     186058                   4.352948851036387        928588                   0.50383645               14.700907                8.8256405e-07            2.0400283                9451.843                 

900                      2.106608933872647        2031104                  2405.88704759323         190                      3632.0203521692174       32                       0.011584643624786638     197948                   4.32643714519066         987936                   0.61199576               15.1273                  1.8269086e-05            1.7409576                1247.9634                

950                      2.241217651168505        2155804                  2492.0433801028876       193                      3869.3577684414545       32                       0.012954732736645828     210131                   4.269747458378821        1048757                  0.06094692               14.9741125               5.810265e-06             2.2405648                15314.621                

1000                     2.374886728260252        2280057                  2685.0615917176565       182                      4041.4823214687085       32                       0.012221038810850128     222271                   4.398297441390859        1109359                  0.10175273               15.501295                2.298367e-06             3.0036352                19464.443                

1050                     2.507362813287311        2401726                  2658.705858571564        180                      4021.7384145097567       32                       0.011746071894234473     234159                   4.425648613748849        1168706                  0.4330807                14.745668                7.470731e-06             2.4308622                7117.7847                

1100                     2.642152582142088        2526080                  2615.5247257635106       189                      4134.885106631727        32                       0.01607532777648041      246309                   4.448590707087862        1229359                  1.1601331                17.411913                9.4855895e-06            2.1661434                6906.311                 

1150                     2.7794043735000824       2653842                  2877.32780342468         179                      4180.883886727692        32                       0.013019487877522619     258789                   4.303235995058982        1291680                  0.09737078               15.3398695               3.9999e-06               13.120515                548899.44                

1200                     2.9125740852620865       2778231                  3011.83626409574         168                      4369.1684659506245       32                       0.014786107643790868     270945                   4.32886358382289         1352363                  -1.2246172               16.635508                4.826791e-05             2.3065326                6343.592                 

1250                     3.043297636376487        2899101                  2599.915361024936        189                      4152.865246618021        32                       0.015951849912342272     282756                   4.443063408031798        1411315                  -0.99339795              17.8508                  8.121886e-06             2.5188034                4817.227                 

1300                     3.179224897225698        3025959                  2989.8360852503515       175                      4134.298866298855        32                       0.013882117248824422     295153                   4.229501470413498        1473197                  1.169719                 16.329002                1.955447e-06             3.2926161                41039.434                

1350                     3.313045189115736        3150690                  2816.1836098834456       181                      4106.999585163218        32                       0.015424415157429842     307342                   4.325732626176778        1534035                  -0.4762366               16.792027                1.151584e-05             3.438829                 63175.32                 

1400                     3.4461096737119887       3275244                  2958.728628831781        174                      4201.3837666095          32                       0.016281625255942345     319513                   4.2671242836500785       1594788                  -0.21782976              17.120888                1.6454443e-06            5.151578                 101056.07                

1450                     3.5766942073901493       3397249                  2857.71926508664         178                      4254.181561192686        32                       0.018695098011433577     331434                   4.211313892033488        1654301                  -0.09238087              18.438469                2.726648e-05             7.5584087                132781.75                

1500                     3.7091102091471355       3522641                  3070.425662886433        171                      4213.715706849081        32                       0.017537745954763834     343682                   4.257572339928669        1715461                  0.57018054               18.214298                7.137008e-06             6.463358                 88054.71                 

1550                     3.8389403406116696       3645186                  2831.4387110400044       180                      4385.114665894723        32                       0.018593222595924556     355657                   4.236258630087209        1775241                  -0.3804963               18.819939                3.394841e-05             2.5942268                29275.098                

1600                     3.969369074900945        3768066                  2641.799719694232        192                      4422.819363965017        32                       0.020018170650740314     367662                   4.349389169730392        1835175                  0.9268884                19.588047                1.9201772e-05            3.2402706                37708.85                 

1650                     4.101518557137913        3893246                  2896.6119045120886       181                      4285.8714732333765       32                       0.017938027919178277     379895                   4.421396374028955        1896231                  -0.88791513              18.79591                 2.5508909e-05            2.2959738                13094.968                

1700                     4.233039427002271        4016981                  2903.00985931771         179                      4391.606328095373        32                       0.020411644255715695     391986                   4.4084292071926034       1956589                  1.1556418                19.058388                1.4870086e-06            2.2754846                6450.2456                

1750                     4.359478223853641        4136450                  2667.746547188746        186                      3942.4565815509172       32                       0.024347782135009766     403659                   4.372880216130239        2014857                  0.4909991                21.366257                4.0574356e-05            2.4774907                7679.517                 

1800                     4.489695680340131        4261237                  2818.1309090779378       186                      4556.485938743399        32                       0.02161790464566723      415849                   4.341274703909817        2075723                  -0.68770176              20.177309                4.8784764e-06            2.259143                 6222.1475                

1850                     4.620473036037551        4384133                  2859.5797073941017       180                      4608.400443683123        32                       0.021326405927538872     427853                   4.350190880526212        2135663                  0.42051518               20.830772                3.0025183e-05            2.5553076                12601.562                

1900                     4.754362542033196        4508415                  2891.561608401335        179                      4582.120305015827        32                       0.020193907089563676     439997                   4.337042268062175        2196288                  0.5175238                19.677193                8.566436e-06             2.379139                 8695.91                  

1950                     4.88737996770276         4632756                  3047.750171206582        172                      4638.583731090694        32                       0.015744149684906006     452147                   4.316543240017361        2256939                  -0.045947224             17.773218                5.685232e-06             3.464764                 50790.883                

2000                     5.023912644452519        4759396                  3146.4834457043457       170                      4521.5647895441525       32                       0.015775428098790786     464519                   4.25780520075236         2318717                  0.6969888                17.097729                1.4407573e-05            4.78644                  66172.89                 

2050                     5.163333554797703        4889019                  3126.736505079328        175                      4612.285517906219        32                       0.018917652868455457     477179                   4.122049048639113        2381947                  0.5926408                18.924793                3.264416e-07             8.206299                 69786.734                

2100                     5.297355256544219        5013410                  3002.316343827361        175                      4781.374695976447        32                       0.02589751728649797      489338                   4.304674451104526        2442624                  -0.9046212               21.692207                1.8987333e-07            3.3757813                21734.812                

2150                     5.434025076892641        5138942                  3162.3471059337467       169                      4735.717608299204        32                       0.02502047574078595      501606                   4.320040981232623        2503861                  0.047215823              22.102386                1.6395405e-06            3.251936                 18260.2                  

2200                     5.5706951416863335       5265318                  3340.354800494279        162                      4382.20322758176         32                       0.017502720501958106     513958                   4.192248954710515        2565512                  0.17644085               18.560946                3.8115406e-06            3.26129                  42812.977                

2250                     5.704593775338597        5390455                  2909.164080901572        182                      4671.229723337139        32                       0.02107444964984985      526188                   4.227098776130546        2626550                  -0.0066542327            20.228943                2.6710351e-05            3.0537643                7569.5547                

2300                     5.836538101103571        5513555                  3131.8010102512453       167                      4570.780741709494        32                       0.02165181118509044      538215                   4.2057266102203315       2686604                  0.09337369               20.628355                2.97181e-06              2.3042262                8831.293                 

2350                     5.974788129660818        5645122                  3454.343742709235        163                      4638.31194449168         32                       0.02092319084366015      551066                   4.080522842123606        2750787                  -0.5949162               19.376347                4.3511644e-08            2.3904805                14384.808                

2400                     6.114105066325929        5776877                  3588.932368061684        159                      4697.0769859228985       32                       0.02144286379836122      563937                   4.19207020439345         2815064                  -0.6490697               19.43863                 8.4031974e-08            3.7944713                27330.623                

2450                     6.249695280459192        5904125                  3462.2459238452375       158                      4721.945908476762        32                       0.02379805174740878      576369                   4.325523348721591        2877144                  -0.14153825              20.735922                1.0701818e-05            3.799974                 57487.29                 

2500                     6.391946145163642        6038517                  3646.7626506303154       159                      4670.38513877609         32                       0.01610417629716583      589496                   4.137648873932364        2942705                  -0.14842568              17.399374                4.8354364e-06            3.6232479                29352.031                

2550                     6.532599675059319        6169027                  3561.8299722834445       159                      4717.127190154667        32                       0.018508506163455653     602245                   3.936555302303263        3006375                  -0.76210105              18.174944                2.6484862e-10            1.68955                  2473.9763                

2600                     6.671538875036769        6298867                  3582.632656336594        159                      4813.294926352689        32                       0.02571541840030301      614932                   4.245715814795198        3069717                  0.60826963               22.164526                8.769541e-06             5.4329624                54978.406                

2650                     6.806714768078592        6424307                  3195.327647829235        170                      4691.928398555427        32                       0.023866262008894735     627188                   4.25748373692729         3130911                  -1.322834                21.586702                3.7631887e-06            2.1036808                3953.7363                

2700                     6.943895922965473        6551848                  3353.732192151913        164                      4792.707589282704        32                       0.022499180275555614     639650                   4.2090044780706775       3193131                  -0.47155288              19.636274                4.6366586e-07            1.9234935                4346.9995                

2750                     7.084404227137566        6683680                  3641.2891114964364       158                      4737.095055475956        32                       0.015391520964793669     652527                   4.055621875668306        3257447                  0.11191349               16.798567                1.395842e-06             3.1097686                22986.068                

2800                     7.221763294008043        6812236                  3400.815815071088        164                      4806.266600396473        32                       0.022010005753615808     665085                   4.2158608618079585       3320160                  1.0899806                19.918774                4.6260693e-06            3.8198888                21688.7                  

2850                     7.359952511919869        6941534                  3313.6379458241395       169                      4707.183201851507        32                       0.02348317897066157      677715                   4.2794618517287235       3383233                  0.30974212               22.38169                 6.0807374e-06            5.489159                 34621.64                 

2900                     7.503686436083582        7076468                  3868.344180006199        154                      4722.393306863005        32                       0.014647746945286656     690898                   4.094679451504734        3449063                  -0.6553544               16.472548                2.455822e-07             3.6280794                17748.287                

2950                     7.644675284690327        7209992                  3670.2782817603565       159                      4704.926953742217        32                       0.0225191981766996       703944                   4.042750574366524        3514202                  -0.07791425              20.71052                 2.9175699e-06            23.867212                940521.25                

3000                     7.779836618436708        7337006                  3531.1215814114607       157                      4687.043324248555        32                       0.023406284045329136     716356                   3.9202645817158386       3576164                  -0.22718993              20.89169                 4.1607016e-08            3.5700922                38492.582                

3050                     7.917850022514661        7468319                  3419.4465574556057       166                      4724.02345388877         32                       0.022078732369651258     729184                   4.171333996780169        3640223                  -0.84014696              20.288843                1.7616108e-08            2.3269937                3311.0845                

3100                     8.05157636238469         7595117                  3288.420357867939        168                      4719.128931805472        32                       0.03087875704716497      741574                   4.223455498080205        3702079                  0.017241552              24.845888                5.5441196e-06            3.2945814                20091.2                  

3150                     8.188863164914979        7723747                  3292.3267515036796       170                      4749.334137969729        32                       0.027019964550135486     754141                   4.1874136758745735       3764828                  -0.30509436              22.389332                5.6561316e-06            2.1271396                6044.877                 

3200                     8.324788929290241        7852216                  3332.7589837159703       168                      4735.1121661290945       32                       0.02558262302325322      766693                   4.084365976900866        3827495                  -0.26887384              21.934393                2.6256686e-08            3.5569062                15417.155                

3250                     8.461210774646865        7982095                  3370.8521953316153       170                      4858.556261565594        32                       0.0202595505129449       779383                   4.146509443010602        3890854                  0.8127058                19.122988                1.1411434e-07            3.3556416                22391.86                 

3300                     8.597483082943493        8111416                  3472.7772459904622       164                      4835.831161051877        32                       0.02037311311978013      792020                   3.9624465007240284       3953942                  1.0528421                19.77956                 1.9115887e-06            7.71598                  163986.72                

3350                     8.731476999455028        8238256                  3275.212136552183        170                      4872.334201516126        32                       0.02676677703857422      804413                   4.195917017319623        4015819                  0.608285                 22.018223                7.44656e-06              3.826448                 84340.06                 

3400                     8.86257955941889         8362085                  3160.18184134165         173                      4698.502601564552        32                       0.02457426079606588      816510                   4.092377276627547        4076224                  1.3670093                21.056955                8.586696e-06             7.1221566                229405.28                

3450                     8.9987287936608          8491262                  3279.404416647339        175                      4906.1240410302535       32                       0.026229243442930025     829129                   4.13923828125            4139235                  0.3052805                22.166523                5.015554e-06             3.875003                 49596.383                

3500                     9.136175668438275        8620469                  3581.63887047956         161                      4880.674919355099        32                       0.026400302438174976     841754                   4.204959986252946        4202267                  -0.86734027              21.919863                1.3764254e-05            6.4111524                151935.38                

3550                     9.272008729312155        8747993                  3410.6368031730085       167                      4865.313442495341        32                       0.021772023353967242     854212                   4.163307247226962        4264477                  1.1687586                20.12338                 7.8101635e-07            3.8375752                14473.288                

3600                     9.406711636980374        8873958                  3250.5504013256477       172                      4922.45257347402         32                       0.025322909903737294     866521                   4.306058326863354        4325921                  0.25334033               22.726973                4.001875e-05             3.813778                 17834.207                

3650                     9.53940665827857         8998807                  3283.420247438894        169                      4684.868683263869        32                       0.023892698841290264     878717                   4.182476869133959        4386819                  -0.22306634              20.845217                4.4560616e-06            2.1378531                5465.796                 

3700                     9.674202362100283        9126127                  3402.2730288462103       167                      4558.701062296731        32                       0.029113292694091797     891158                   4.0861585819214135       4448927                  -0.9050406               23.257801                3.6238619e-06            1.8661644                3066.7532                

3750                     9.809770963920487        9253494                  3516.6602481628165       162                      4659.646967085768        32                       0.029731450257477938     903606                   4.209443214430658        4511063                  0.19358964               23.441036                2.7003962e-06            3.950874                 36268.465                

3800                     9.954618065224754        9386319                  3659.399827921269        164                      4918.477192586794        32                       0.01778817749940432      916582                   4.064586506847249        4575857                  0.62471026               18.340092                6.5963995e-06            3.017766                 14051.758                

3850                     10.093680388861232       9512139                  3530.8473381280287       161                      4667.291637922784        32                       0.020184135872479442     928877                   4.198799328926282        4637237                  1.1580713                18.867504                2.2343472e-06            4.6845665                35123.953                

3900                     10.23104550672902        9638272                  3468.8632358033883       164                      4625.445605157531        32                       0.02749257230963318      941203                   4.187920744066796        4698769                  0.767298                 22.201082                4.096526e-07             1.7788783                2003.0476                

3950                     10.369290162192451       9769302                  3751.3528748990225       160                      4858.199186713064        32                       0.01889210180802779      954003                   3.936628578353102        4762695                  0.24582502               18.535782                1.7194097e-07            1.8781352                8976.296                 

4000                     10.507027289337582       9899085                  3448.2911853242576       172                      4027.1295815970434       32                       0.0248510126884167       966680                   4.1326281009152215       4826003                  0.15077601               21.493092                6.373251e-06             2.166442                 10747.575                

4050                     10.644199792676503       10030820                 3763.480205623926        162                      5095.050832069266        32                       0.013853123570464984     979549                   4.211482775170649        4890272                  -0.17255625              16.158249                1.1516163e-08            4.435102                 52015.887                

4100                     10.785134231646856       10163846                 3836.0202528687505       160                      4853.6199756586775       32                       0.02524456312490064      992547                   4.093693601623062        4955173                  -1.6587893               21.31835                 1.0113939e-06            2.9922643                25433.578                

4150                     10.923354286617704       10294680                 3617.8156610610104       166                      5151.449963102673        32                       0.027179422049686826     1005328                  4.138086695831536        5018998                  0.09142776               22.266214                2.4858953e-06            3.8758104                28006.861                

4200                     11.058744890491168       10422017                 3527.077819571125        166                      5013.140434359372        32                       0.0271242618560791       1017770                  4.123199101242023        5081118                  1.2820421                22.23529                 3.2700389e-06            2.1288123                5173.372                 

4250                     11.190777440071106       10545811                 3298.777173580509        172                      5110.829240558185        32                       0.023872788600657942     1029867                  4.213507639049491        5141504                  -0.12246295              20.548862                3.1315376e-06            2.5831046                9122.827                 

4300                     11.326133131848442       10672701                 3650.9315437437967       162                      4896.596228541457        32                       0.021868497708589413     1042263                  4.155187203475988        5203404                  -0.0057036225            20.64001                 2.5945492e-06            2.8117235                12356.034                

4350                     11.463351238303714       10802004                 3859.515559167025        157                      5109.7768803842555       32                       0.017140713974884345     1054897                  4.282060246906997        5266486                  -0.24000053              17.934992                3.5829169e-06            3.8402593                12204.665                

4400                     11.604329681065348       10935294                 3939.5944419642556       160                      5117.030390274243        32                       0.024330555553167637     1067916                  3.9842318751472665       5331510                  -0.7309934               21.6305                  1.5388844e-06            5.494832                 35068.457                

4450                     11.74114217778047        11063752                 3821.614563038814        159                      5111.965175604885        32                       0.020175361633300783     1080466                  4.247372669852385        5394176                  -0.7942382               19.268917                4.0794366e-06            2.601017                 9443.58                  

4500                     11.881043327649435       11196033                 3936.091275125228        159                      5065.007901688068        32                       0.022134947597532345     1093390                  4.159617228680347        5458707                  0.6980803                20.209745                9.773837e-07             2.114065                 3332.4802                

4550                     12.023370425370004       11330538                 3885.4624120855296       165                      5046.7052517063985       32                       0.019211552022496085     1106531                  4.135298364542802        5524324                  -0.86006635              19.158587                1.6499297e-07            2.7792394                12412.666                

4600                     12.164336871968375       11464037                 4138.132771322051        154                      5294.469105377022        32                       0.014993439780341254     1119569                  4.052976777969306        5589455                  -0.65660965              16.437586                1.7203831e-08            3.879733                 73307.37                 

4650                     12.289548290967941       11592861                 3823.377159827777        160                      5358.862205835625        32                       0.01831966374107595      1132157                  4.236389118494027        5652301                  -0.82684356              19.925478                8.513757e-08             5.541947                 118847.5                 

4700                     12.404017321003808       11719388                 3772.4063225733253       160                      5290.5993025299795       32                       0.022681842562300047     1144520                  4.2733967360480944       5714028                  1.1003698                20.409153                4.159845e-06             4.726644                 87906.7                  

4750                     12.519956568479538       11849016                 3803.268891343848        164                      5124.637816473266        32                       0.027364226355068924     1157182                  3.937098052536232        5777262                  1.469556                 22.918633                4.323028e-09             2.1503367                4292.1987                

4800                     12.636988968584273       11978268                 3818.626347702482        162                      4756.169300853188        32                       0.023992036798186463     1169811                  4.007068798900894        5840316                  0.37770256               20.979067                1.0912756e-07            2.6447902                10458.8545               

4850                     12.753245878020921       12107399                 3815.874069175778        163                      5203.092176849754        32                       0.023820418345777295     1182427                  4.003156064932318        5903312                  -0.4200962               21.133709                8.7031674e-07            2.1020212                10334.334                

4900                     12.872132405373785       12238663                 3838.457378293217        165                      5087.554587192963        32                       0.027966514655521937     1195252                  4.050745300772873        5967349                  -0.1640725               22.544378                5.15131e-07              10.59381                 290613.94                

4950                     12.990458332498868       12369339                 3947.590728118961        160                      5269.574114582684        32                       0.020757448288702195     1208015                  4.056386435003026        6031098                  1.8418025                19.431435                6.776569e-08             5.2459188                96235.086                

5000                     13.109300151666005       12500805                 3993.6587389479523       159                      5378.955701445399        32                       0.020467536475825575     1220859                  4.127206094326568        6095236                  0.11675236               19.532072                7.3055503e-07            9.902292                 296128.8                 

5050                     13.229254140522745       12633288                 4015.9089672363643       159                      5411.556538724361        32                       0.023546016122412493     1233804                  4.046828717417061        6159870                  0.7616716                20.358915                8.0692e-12               1.9294683                4057.8042                

5100                     13.34512447019418        12760857                 3583.808686255184        170                      5243.078617383047        32                       0.020904906921916537     1246267                  4.118121986839819        6222099                  0.23456845               19.600504                1.3223005e-06            2.5063722                6377.7065                

5150                     13.460975215435028       12887812                 3753.349261795826        162                      5254.380901589482        32                       0.02696360793768191      1258673                  4.196885210912932        6284030                  0.06871577               22.795298                4.224893e-08             3.1796088                18609.697                

5200                     13.581033939586746       13021013                 3758.158162104229        169                      5230.284453967042        32                       0.022669402920469945     1271682                  4.1054467913174575       6349011                  -1.3299688               20.649412                3.163967e-08             107.07533                4804887.5                

5250                     13.700630778537857       13154628                 4207.777112212648        154                      5373.809077968266        32                       0.016756888323051986     1284735                  3.9946626437033146       6414202                  -0.34223595              18.460443                1.0500136e-08            6.675708                 185044.42                

5300                     13.816936298211415       13283742                 3656.6932763737627       170                      5401.914217110792        32                       0.02185535430908203      1297351                  4.056281080018131        6477186                  0.20887795               20.636892                4.3360757e-07            2.1980708                8065.422                 

5350                     13.933521774212519       13413466                 3838.478800137723        162                      5307.3088783912735       32                       0.014674429193698506     1310023                  4.014971403050342        6540470                  2.1986542                17.048145                1.9508368e-08            4.9600835                57977.355                

5400                     14.051902997957336       13545363                 4048.897731064063        158                      5466.166380365502        32                       0.02711322917494663      1322913                  4.007177825302607        6604820                  -1.2429639               22.492699                5.844916e-10             6.6251516                171387.03                

5450                     14.167319098909696       13673451                 3871.823284307821        161                      5370.12718557842         32                       0.020903329203899642     1335422                  4.076708250117481        6667303                  -0.14990084              18.933928                2.4030537e-06            26.202322                719792.44                

5500                     14.283107764058643       13802485                 3828.0132785011933       164                      5506.223676413638        32                       0.021789944335205914     1348026                  4.125704142392049        6730250                  0.59305817               20.862587                8.215167e-07             3.406772                 25996.201                

5550                     14.400250241822667       13932906                 3752.4122503996937       169                      5442.226493486842        32                       0.020575972164378446     1360765                  4.022376019021739        6793875                  0.46507278               19.819454                1.6508764e-08            2.6291049                30974.174                

5600                     14.515749849610858       14060923                 3840.0071023399123       162                      5526.269134263513        32                       0.028718870739604153     1373271                  4.038185233500466        6856326                  0.35807118               23.12067                 3.2297664e-06            10.846725                454558.3                 

5650                     14.629039747516314       14186365                 3523.3260038454737       173                      4666.933116026808        32                       0.029938227855242215     1385530                  4.1477281280105975       6917516                  0.4673625                23.758663                4.8365664e-06            2.1206956                4287.9272                

5700                     14.74286348634296        14313445                 3799.334120830732        164                      5374.737441543309        32                       0.022457776418546353     1397946                  4.095583915710449        6979511                  1.9266078                20.979683                1.1571925e-06            2.3648014                5998.6475                

5750                     14.86117156975799        14445798                 3954.7751838492177       166                      5385.286780991377        32                       0.030478219876344175     1410876                  4.099289970163919        7044078                  -0.42664838              24.578407                5.932832e-07             2.5244062                6474.5464                

5800                     14.980838911334674       14579291                 4104.220704047275        162                      5401.215955294068        32                       0.01999904693813499      1423918                  4.116564009314628        7109205                  0.49904197               19.876423                1.0927753e-07            1.9154366                1847.0449                

5850                     15.100496358010504       14713612                 4151.3923478292245       161                      5310.978383595266        32                       0.022569164888036942     1437039                  3.9893494693899316       7174733                  0.44888997               20.337841                5.450779e-08             3.2308912                51852.047                

5900                     15.215499429504076       14840891                 3885.2339146752083       162                      5295.877445001873        32                       0.022909757728400867     1449473                  4.143468122403047        7236826                  0.47595388               20.174555                1.1449101e-06            4.6573873                29816.447                

5950                     15.33154334889518        14970565                 4297.64802525893         152                      5269.60852525911         32                       0.015911728025896275     1462141                  4.095754848073122        7300091                  0.2643628                17.282202                1.1359539e-06            17.104147                270121.22                

6000                     15.450155303345786       15103296                 4307.676744894395        154                      5382.697765192257        32                       0.014350726742793269     1475109                  3.9552757705844708       7364844                  0.11612965               15.190094                4.3784185e-09            9.198977                 116483.12                

6050                     15.569949528111351       15236525                 3986.2057050861977       166                      5356.073094805657        32                       0.022308148479009693     1488122                  3.9906155404202277       7429834                  0.89134675               20.94602                 1.4300892e-07            4.2286572                81803.76                 

6100                     15.685802606013086       15365044                 4075.9928931419404       159                      5473.899893895586        32                       0.02333692053089971      1500678                  4.128716551883711        7492531                  -0.21729058              21.790773                1.0667387e-05            14.065808                559850.44                

6150                     15.803827201657825       15496272                 4150.086918897315        160                      5472.649716664158        32                       0.024378275871276854     1513498                  4.136649753736413        7556551                  1.5133765                21.481785                3.8014707e-06            3.0492687                20976.59                 

6200                     15.919181278944016       15624041                 3967.6238078786123       161                      5519.6154522697525       32                       0.02610915821192046      1525979                  4.058191184497817        7618885                  -0.68524855              21.856937                9.92271e-12              5.0186534                117546.94                

6250                     16.035159455935162       15752914                 3955.3195548248486       164                      5341.147977582743        32                       0.02665037085652834      1538572                  4.027514311281479        7681752                  -0.5593619               22.421618                7.3796633e-07            2.735466                 8660.695                 

6300                     16.152173663775127       15883408                 4030.114283828252        164                      5475.39323530486         32                       0.024723572977657975     1551318                  3.8897365642541017       7745412                  0.15260656               21.448195                1.0737522e-06            10.975239                201408.78                

6350                     16.27059968372186        16014991                 4060.2356295910804       163                      5347.712462246022        32                       0.023392555218387918     1564171                  4.10487931464787         7809602                  2.725903                 20.312368                1.1546251e-06            4.21741                  24424.129                

6400                     16.38743128233486        16145183                 3885.3103274485316       168                      5236.171638049686        32                       0.020252726628230168     1576887                  3.957210173691301        7873112                  0.41265154               19.599733                2.0995795e-08            140.08417                6796740.0                

6450                     16.50309186975161        16273502                 4036.116459907599        160                      5243.30192412456         32                       0.02008253234238348      1589425                  4.023703804927474        7935709                  -0.1932437               18.864323                4.775833e-07             14.999044                336123.22                

6500                     16.621277134948308       16405551                 3950.821320215822        168                      5387.594058184705        32                       0.020896410372476935     1602320                  4.119295941766212        8000124                  0.25379798               19.86871                 1.7746123e-07            6.232548                 165962.94                

6550                     16.735618660913573       16532222                 3757.109334274643        170                      5347.518561958178        32                       0.018801768061140894     1614696                  4.177897823621389        8061913                  -0.65788                 20.099218                4.5790466e-06            4.970223                 39277.168                

6600                     16.853603687617515       16663111                 4015.9653324878245       166                      5399.785417910346        32                       0.021940021594035675     1627482                  4.205497290669234        8125763                  -0.035333503             20.309685                2.0116597e-06            2.424894                 6815.839                 

6650                     16.97305362972948        16796743                 4299.392043388793        160                      5391.057897278676        32                       0.017899533418508678     1640531                  4.0340824068509615       8190957                  -1.9519043               18.641249                3.1315182e-07            25.610083                363092.53                

6700                     17.09199906885624        16929284                 4290.5907128882345       159                      5434.027526776601        32                       0.0174930362701416       1653476                  4.186793617181235        8255618                  0.6992195                18.640034                4.0529338e-07            5.6321077                70075.98                 

6750                     17.207790833380486       17057500                 4105.866858309049        160                      5489.774633206264        32                       0.029504407854641184     1666003                  4.18570173093727         8318173                  0.018362576              22.895468                1.513857e-07             2.191004                 9830.733                 

6800                     17.32550426661968        17188594                 4153.417058284296        161                      5452.4313996689625       32                       0.02004550724494748      1678809                  3.9577640694981677       8382127                  -0.18599133              19.512348                1.1982523e-08            21.950945                539499.75                

6850                     17.44021151787705        17316345                 4034.862309379046        161                      5454.312638351461        32                       0.02773101012454505      1691293                  4.116388585217577        8444452                  -1.0690051               24.803066                1.9399984e-06            11.8721                  377967.2                 

6900                     17.55606801138984        17443951                 4071.5840306056307       160                      5196.543742097452        32                       0.02559061525425235      1703762                  3.982106237389508        8506701                  0.8804108                22.447945                2.8877465e-11            3.7195215                29053.564                

6950                     17.672800195945634       17573984                 3657.663678621407        179                      5290.531096919639        32                       0.033357526281197085     1716467                  4.003698537472209        8570126                  1.2658985                25.103603                1.1206444e-06            4.302985                 62440.973                

7000                     17.787912134925524       17702449                 3749.9780868527387       172                      5301.954761949471        32                       0.024066170939692745     1729016                  4.042472499768175        8632793                  -0.21283084              20.769754                8.118896e-08             1.782188                 2001.2089                

7050                     17.904816762606302       17831532                 4114.7127198507205       160                      5495.186009307539        32                       0.0251036467531179       1741627                  3.977440802901589        8695762                  0.2847571                20.379744                5.9591883e-07            3.351135                 12687.794                

7100                     18.022885249588224       17963441                 4079.07342894528         165                      5340.035781715632        32                       0.028045809181937335     1754512                  4.182177091899671        8760111                  1.2796324                22.85245                 6.2285693e-07            5.1312146                92288.9                  

7150                     18.144460647768444       18099520                 4400.912301677259        159                      5184.278038768419        32                       0.015100974050061456     1767803                  4.035146808097376        8826499                  0.15791185               17.544373                1.2056486e-07            58.793476                2687174.5                

7200                     18.261897567841743       18229544                 4011.3675760481206       166                      5171.661267834147        32                       0.03567909364083513      1780503                  4.008465326676221        8889927                  -1.7017802               24.682722                5.3731266e-11            1.8451855                8094.6035                

7250                     18.38213503539562        18364476                 4351.160409106224        160                      5334.979311505061        32                       0.021706997829934824     1793681                  4.062983598517873        8955751                  -0.18029536              20.747465                6.745619e-08             4.9906473                37242.277                

7300                     18.4982424279054         18493417                 4052.4441683699038       163                      5528.1850623024975       32                       0.020493796257557217     1806274                  4.1213389070306          9018651                  -0.7160694               19.384933                9.521144e-08             5.633477                 75200.125                

7350                     18.61502268426948        18623686                 3923.3021594901825       170                      5683.030855202999        32                       0.022248024012855295     1819001                  4.17278356975256         9082199                  1.3410693                20.297716                1.5655343e-07            7.142181                 188581.12                

7400                     18.734889435370764       18757252                 4233.880231632998        164                      5599.826257249033        32                       0.0204718693819913       1832047                  3.877632658643326        9147359                  1.1351905                19.787296                4.4408073e-13            10.835837                370803.72                

7450                     18.852537148594855       18888238                 4477.830686844481        153                      5675.955640216319        32                       0.01567800354411584      1844845                  4.0064952240340475       9211264                  -0.00046651613           17.13348                 6.005815e-08             4.1734347                19505.752                

7500                     18.969879173967573       19018958                 4349.13249423284         157                      5715.042110787545        32                       0.024326987986294728     1857616                  4.006547491581994        9275037                  -2.3696942               20.88564                 1.5669317e-08            12.9327345               442908.6                 

7550                     19.08977000647121        19153539                 4436.047282756789        159                      5594.556062348005        32                       0.022540066429372535     1870760                  3.858132465870307        9340693                  -0.24722622              20.953268                1.6820727e-12            6.0972204                149532.05                

7600                     19.2074471241898         19283970                 4154.318870837941        163                      5638.144480361154        32                       0.01580172204054319      1883499                  3.9013944973481194       9404321                  0.84644794               17.15654                 8.1399744e-14            3.0125365                9778.791                 

7650                     19.324365667833224       19414182                 4179.87795928939         161                      5483.058100127385        32                       0.021226329462868825     1896219                  4.070961565290179        9467847                  1.3159535                20.238077                5.6331913e-07            47.415787                2206807.8                

7700                     19.441403534147476       19544603                 4092.7813277076775       164                      5454.336847083784        32                       0.013600883223497827     1908961                  4.001895131186007        9531471                  -0.06921011              15.944132                9.536419e-10             4.9673486                59969.348                

7750                     19.559181363450158       19674999                 4117.947014033712        163                      5632.507021972034        32                       0.021047055110996495     1921700                  4.1400263971843          9595084                  -1.2843175               19.596375                6.1387095e-07            2.358912                 21574.412                

7800                     19.6726496872637         19800483                 3826.4581821225265       168                      5576.130625046048        32                       0.031729303436838226     1933959                  4.106548278494673        9656299                  0.08647686               23.938759                1.4628326e-06            3.2274685                29934.258                

7850                     19.793573282427257       19936261                 4261.3083262440705       165                      5597.801350247475        32                       0.021046568083283083     1947218                  3.919859771933883        9722538                  -0.46404645              19.343641                2.6232296e-09            5.1472406                81749.4                  

7900                     19.912555217676694       20069313                 4328.847836780751        161                      5678.290560925049        32                       0.022253467768125566     1960213                  4.0466923528156995       9787447                  -0.5712969               20.0389                  4.301739e-10             2.011223                 4806.4478                

7950                     20.02595417658488        20194347                 3840.711184814564        170                      5767.195680735485        32                       0.02518362063540226      1972430                  4.035259046052632        9848438                  0.42867625               22.043056                5.26668e-07              5.565566                 70816.73                 

8000                     20.144675774375596       20326651                 4339.181440329183        161                      5648.2091134618595       32                       0.02116085323891621      1985351                  4.07319537131042         9912981                  -0.022392217             20.318745                1.0923835e-07            9.624889                 159039.78                

8050                     20.259648998445936       20453670                 3891.234875114146        170                      5873.155593082261        32                       0.03058995903697923      1997758                  4.049438096281152        9974942                  0.44887984               23.187906                9.1125116e-07            3.375048                 34728.49                 

8100                     20.374229269093938       20581121                 4152.07760273342         162                      5772.204548826248        32                       0.019193927118600893     2010208                  4.10867670530914         10037118                 0.45880017               18.843266                1.2225082e-06            45.001133                1770441.9                

8150                     20.49651647799545        20718363                 4656.488346393274        158                      6029.572614572908        32                       0.019553392917126208     2023614                  4.019190239022043        10104073                 -0.14819705              18.925224                3.7968835e-08            5.011218                 87383.29                 

8200                     20.61332777851158        20848182                 4261.774990014594        163                      5896.406900214826        32                       0.02866713519166843      2036297                  4.071916990261341        10167404                 0.8574269                23.677017                3.891567e-12             1.7851326                2460.197                 

8250                     20.732064801255863       20981172                 4427.512410993714        161                      6103.664858609493        32                       0.014816804957471202     2049286                  4.050688926514505        10232282                 0.06328686               16.858511                2.2926872e-07            5.053433                 57283.375                

8300                     20.848064273993174       21110406                 4241.516533213717        162                      6018.984463847194        32                       0.02052938246482875      2061912                  3.9453161662755973       10295326                 1.1927271                19.16432                 2.4584665e-08            3.00146                  19734.871                

8350                     20.96544727332062        21240863                 4213.809554055155        165                      4571.447074505629        32                       0.017937754796556203     2074655                  4.066615859568858        10358967                 0.14177278               18.970232                1.5896345e-07            4.3557153                61856.047                

8400                     21.08505500766966        21377255                 4633.022946374173        159                      6047.52396268253         32                       0.025573464574423863     2087975                  3.9293875506096425       10425505                 0.49169314               21.539389                1.6665851e-11            2.2656398                8414.607                 

8450                     21.2011394509342         21506789                 4282.832926672088        163                      5951.926850443988        32                       0.029088660386892465     2100628                  3.9261521631837444       10488696                 -0.90428126              22.812212                1.6786722e-12            9.961771                 387547.9                 

8500                     21.31687012957202        21635953                 4336.907607883587        161                      6141.369652839937        32                       0.01906920546915994      2113241                  4.0803465155899925       10551705                 -1.6367666               18.603092                1.9687679e-08            2.272813                 5258.4756                

8550                     21.437209487756093       21770399                 4479.499504568383        162                      6134.787964287072        32                       0.022381109349867877     2126380                  4.028965453072302        10617298                 -0.23920166              21.593914                1.2047577e-09            7.934236                 218414.8                 

8600                     21.55734268863996        21905532                 4250.692421824892        171                      6103.295454396524        32                       0.019270542131755945     2139576                  4.014024837350682        10683217                 -1.7679356               19.529314                6.271481e-10             2.5314307                7274.892                 

8650                     21.677405561010044       22040254                 4626.653263584433        158                      6191.977247582693        32                       0.018907313972576712     2152730                  3.842366462811086        10748940                 -0.76239455              18.33962                 2.6828021e-12            4.0563936                26060.69                 

8700                     21.793115769426027       22168958                 4265.5926952486          164                      5845.3048050915          32                       0.01611526346043922      2165304                  4.026066886198805        10811723                 0.59427345               16.439783                2.0127516e-08            77.39706                 2882631.5                

8750                     21.910998570389218       22300215                 4539.607848421832        158                      6239.555641165503        32                       0.014557472046683817     2178125                  3.9624382467830883       10875758                 0.49983287               17.578146                2.1580113e-09            4.728288                 31029.254                

8800                     22.028361407319704       22431609                 4311.723212997155        167                      6184.500352551896        32                       0.021256531464768757     2190958                  3.971901330524744        10939853                 0.4809095                20.556362                1.7828369e-06            4.2008166                39313.78                 

8850                     22.14424898882707        22560390                 4037.8385518964196       173                      6236.98150799672         32                       0.03269418850869334      2203536                  3.964960868606702        11002670                 -0.0217937               24.670813                2.0163403e-08            1.7480294                8320.185                 

8900                     22.262051393985747       22692744                 4114.101572535528        174                      5969.479923110171        32                       0.024489396327250713     2216462                  4.072633404115956        11067228                 -0.41704226              21.306929                6.01254e-09              5.064395                 61285.016                

8950                     22.37717614094416        22820530                 3763.7933748833807       181                      5934.575106157104        32                       0.021300826592467972     2228948                  4.1381664529471065       11129558                 0.08710643               19.95819                 2.055621e-06             10.770453                197071.4                 

9000                     22.49293282714155        22949440                 4358.8186933185225       160                      6055.415772489187        32                       0.01549648406893708      2241543                  3.9841916097638026       11192447                 0.009672069              16.469551                9.987898e-08             6.4834137                60725.277                

9050                     22.610441523459222       23080162                 4266.611869137885        166                      5543.173483352521        32                       0.02384708553064065      2254312                  4.017612256501851        11256214                 -0.38855278              21.220997                5.161203e-09             8.1335945                257795.72                

9100                     22.72551530480385        23208758                 4073.1044200445003       171                      6053.209847797542        32                       0.03001478740147182      2266876                  3.970405335638933        11318942                 -1.4221568               23.653605                1.3760319e-12            198.48541                3839440.2                

9150                     22.84432126601537        23341193                 4268.344399773628        168                      6085.888151008726        32                       0.02603695774806365      2279812                  4.045240416826187        11383547                 -0.66578835              21.930408                2.1361525e-06            2.3746185                7270.2866                

9200                     22.961789791054194       23471610                 4287.601833277716        165                      6022.3153555554845       32                       0.017136010151464962     2292550                  4.037184422118191        11447171                 -0.5545097               17.56521                 2.0520237e-11            9.539633                 278248.84                

9250                     23.08130630519655        23606142                 4735.239799304991        156                      5905.157772240815        32                       0.01594573401753813      2305688                  3.9828125                11512799                 -1.5299519               17.259186                7.5350886e-07            6.3753314                59235.93                 

9300                     23.200781171388098       23739871                 4598.967755706629        160                      6143.974894738728        32                       0.027953624725341797     2318755                  4.062512737771739        11578040                 -1.1481714               22.657118                3.1186845e-11            2.7573586                19999.307                

9350                     23.318318935566477       23871127                 4392.159936518074        164                      5785.118768138885        32                       0.027018385942478636     2331574                  4.115687326685154        11642068                 -0.59797156              22.7153                  2.5746783e-11            3.1538105                41257.543                

9400                     23.43338465882672        23998593                 4002.64910345989         173                      5082.301655414419        32                       0.042505485255543776     2344025                  3.9730623570884145       11704242                 -1.6042534               28.536337                2.1443525e-09            1.6111141                2624.9585                

9450                     23.546686016784776       24125625                 3761.6756644450925       182                      4468.874510799355        32                       0.03850532547245181      2356431                  4.16050400152439         11766202                 0.18170393               26.475262                3.4697423e-06            2.0370443                3534.8474                

9500                     23.66207507557339        24256503                 4124.887583868628        173                      5691.307367972688        32                       0.028741684614443312     2369217                  4.108236954888371        11830045                 0.045294356              23.374641                1.1051294e-07            2.439524                 3124.5713                

9550                     23.77876475115617        24387742                 4467.642610973625        161                      5178.828362578526        32                       0.021488317922383798     2382038                  3.886093602035985        11894069                 0.5608297                20.893902                1.3728029e-11            2.2922542                20461.064                

9600                     23.907764851318465       24519650                 4243.774452186861        170                      5925.252479481624        32                       0.03717886550085885      2394925                  4.07964847250224         11958417                 -1.3442032               26.692205                3.0750957e-09            9.545515                 380929.8                 

9650                     24.04595091064771        24648567                 4306.05795516629         164                      5057.988620468673        32                       0.017451695033482144     2407522                  4.128985939818249        12021307                 -0.7616681               18.776323                2.7712972e-06            4.885139                 52278.863                

9700                     24.184935405453047       24780060                 4777.115226590433        153                      5587.202955846148        32                       0.02049785572699261      2420365                  3.9631550959449675       12085457                 0.3552444                19.737528                8.918111e-14             2.7841024                7629.1055                

9750                     24.321844136714937       24908394                 4239.938820998662        167                      5900.502419991954        32                       0.03283838226213488      2432903                  4.036977398018397        12148056                 -1.2903578               24.621662                3.051353e-08             2.3615344                7457.354                 

9800                     24.45732867134942        25034643                 4254.037528235353        163                      5228.525562957014        32                       0.020957582232895157     2445235                  3.8768311380119456       12209644                 0.14201264               19.662315                2.2805244e-08            13.922238                271169.4                 

