Video Codec Round-Up 2023 – Part 17: librav1e (“Fastest & Safest” AV1)

At last, we come to the final codec in this round-up. This is the third software-codec option for AV1, produced by Xiph.Org foundation and marketed as being the “fastest and safest” AV1 encoder, known as librav1e. This codec is definitely not making any claims as to quality and has generally not had a great reputation in that regard. Thus, it would be an interesting test to see where the low-water-mark lies for AV1 encoding.

For this codec, encoding was performed on the Windows platform, using my Intel Core i7-3630QM based system for the majority of speeds, with the exception of some encodes at speed 0 and speed 1 which were performed on an i7-1370P in parallel due to time constraints. To its credit, for many of the speed settings, the encoding speed was not so slow as to rule out encoding on a 3rd-generation Intel CPU. The encoding flags were as follows:

-qp [qp] -speed [speed]

Encoding speeds from 0 to 10 were trialled, with QP values ranging from 0 to 248, as the codec does not support CRF or CQ rate control. Options for row/tile based multithreading were not configured, as it was understood that these options may have a slightly adverse effect on output quality, although as a result the encoding was unbearably slow for higher-bitrate and higher quality outputs as the codec was essentially “single-threaded” and utilising the CPU poorly. Understanding this, many encode processes were dispatched in parallel where possible, subject to RAM constraints, to ensure maximal CPU usage without affecting encoder quality.

Video Quality vs QP at Various Speeds

Let’s see how the QP value influences quality for this codec.

While a QP of 0 generates very large files, it would seem the result is not entirely lossless depending on the speed. However, in general, regardless of speed, PSNR is still fairly close. Below a QP of 96, PSNR seems to increase in a curve exponentially towards lower QP. Above a QP of 96, the PSNR appears to decrease linearly until around 240 when it somewhat plateaus. A PSNR of 45dB is achieved near QP=40, and a PSNR of 40dB at around QP=120.

With regards to SSIM, there seems to be a gap between 1 even at the lowest QPs. All speeds are somewhat similar, with a few of the faster speeds noticeably peeling away at higher QPs. A SSIM of 0.99 is achieved at QP=136, 0.995 at QP=104 and 0.999 at QP=24.

The VMAF scores show some similarity with SSIM scores, showing relatively little difference between encoding speeds especially at lower QPs. A VMAF of 99 is achieved at QP=72 and a VMAF of 99.5 at QP=48.

Best Video Quality vs QP

Looking at only encoding speed “0” gives the following results.

It would seem there is a good scaling of PSNR between best and worst frames for QP=32 and above. Below that, it would seem that much effort is expended to improve worst frames to increase quality.

In SSIM, the trend is very similar to most codecs, although it does seem that worst frame quality takes a bit of a dive around QP=200. Best frame SSIM does peel away from an SSIM of 1 as well, but not by much.

The VMAF result is perhaps more illustrative of codec behaviour, with QP=96 seemingly being a break-point for worst frame results. Below QP=96, worst frames tend to be rather stable above 90 and improving only slowly. Above QP=96, the worst frame quality dives linearly to QP=176, where a slightly slower trend takes over at a VMAF of 40.

Based on these results, I would say that the “sweet” QP range is around 32 to 96.

Bitrate vs QP at Various Speeds

Bitrate-wise, as a QP=0 encode was performed, the bitrate chart is a bit out-of-proportion, showing the nearly exponential rise in bitrate required for this. Nevertheless, there is subtle but small differences between different encode speeds, with faster speeds taking more bitrate (i.e. are less bitrate efficient).

A zoomed-in version of the above graph provides more detail, showing a bump at QP=96, as the codec seems to be doing something different above this, as evidenced by the VMAF results.

Video Quality vs Bitrate at Various Speeds + Cross-Codec

The fun part is to compare across codecs.

On the PSNR metric, it would seem that librav1e lags far behind its contemporary libaom-av1 and libsvtav1. It seems much closer to libx265 when it comes to best compression efficiency, edging it out slightly. At its fastest, it is closer to the worse H.265 hardware encoders and only slightly ahead of libx264, making it a little bit disappointing considering it is an AV1 encoder.

Looking at SSIM, its best seems similarly matched with libx265, with the fastest speeds matching av1_amf, which in itself, is not a particularly good AV1 hardware encoder. The other presets lie somewhere in-between, trading blows with various hardware AV1 and H.265 encoders.

Perhaps VMAF is our best judge, and it seems to place librav1e behind libx265 which is a little surprising given how close they were in the two graphs above. It does have a cross-over with av1_nvenc, which performs better at higher bitrates than librav1e. The fastest setting is a close match to hevc_amf in this metric as well.

Image Comparison

The proof is in the images below.

• Frame 844
  • QP=32 starts to make a change to the gradient background, smoothing out much of the grain. Above QP=80, sharp edge artifacts seem to appear. Hair detail beginning to be smoothed at QP=48~64.
• Frame 1347
  • Background and fine foreground hair detail smudged at QP=48~64. Foreground hair takes a slightly splotchy appearance at QP=40~48.
• Frame 3733
  • Significant softening of moving hair detail at QP=32. Not a very sharp result all-round.
• Frame 4415
  • Fine hair details noticeably softened at QP=32, altered by QP=40~48. Crown hair takes a detail-less appearance at QP=32~40.

From this, I would say that QP=24~40 might be a good constraint for decent encodes.

Conclusion

Based on these results, it would seem that librav1e certainly doesn’t deliver headline-grabbing AV1 compression efficiencies. This is not surprising as it seems to prioritise speed and safety (being coded in Rust), reaching more of an H.265 (HEVC) level of compression efficiency with an AV1 bitstream. Whether this is actually useful in real terms is debatable – perhaps sticking with an older codec that provides the same level of quality is a better idea purely due to lower computational demands for decoding and broader compatibility even if the encoding might take a little longer.

Nevertheless, I would say that a sensible range of QPs is 32 to 96 as the codec seems to use a lot more bitrate exponentially below 32, and the worst-frame results fall-off linearly past 96. But based on a visual analysis, good quality seems to be maintained in the QP=24 (25.4Mbit/s) ~ 40 (14.4Mbit/s) range.

While all the encoding and testing has now been done, I hope to wrap this up with a conclusion posting as well, hopefully featuring some nicer, less-cluttered graphs with more range. Stay tuned!

Encode Stats (for this Part)
Total Number of Encodings: 352
Total Size: 142,923,819,986 bytes

Encode Stats (for all Parts)
Total Number of Encodings: 7,630
Total Size: 2,431,756,061,769 bytes

This post is part of a series. See the main index at the bottom of Part 0.

Appendix: Raw Data

QP,Speed,Bitrate (Mbit/s),psnr_y_min,psnr_y_max,psnr_y_mean,psnr_y_hmean,float_ssim_min,float_ssim_max,float_ssim_mean,float_ssim_hmean,vmaf_min,vmaf_max,vmaf_mean,vmaf_hmean
0,0,186.5897166,58.572699,60,59.99761,59.997575,0.999987,1,0.999998,0.999998,97.412783,100,99.969966,99.969585
8,0,66.26837735,47.909261,60,51.867232,51.777987,0.999183,0.999991,0.999778,0.999778,96.253236,100,99.925751,99.924644
16,0,38.3566644,43.972525,59.531817,49.088727,48.996838,0.998144,0.999978,0.999503,0.999503,95.77742,100,99.86501,99.862591
24,0,25.41589172,41.042188,58.647374,47.535168,47.414008,0.997299,0.99998,0.999198,0.999198,95.426896,100,99.785063,99.78033
32,0,18.54397666,39.715464,58.036191,46.463458,46.322288,0.996855,0.999921,0.998893,0.998893,94.785861,100,99.698798,99.691046
40,0,14.39249202,38.861831,57.815316,45.64347,45.48531,0.995855,0.999916,0.998588,0.998588,94.002452,100,99.603051,99.591515
48,0,11.70596738,37.507231,57.391828,44.968708,44.794627,0.994579,0.999913,0.998289,0.998288,93.279635,100,99.502133,99.486457
56,0,9.833118529,36.597255,57.187769,44.382335,44.19525,0.993497,0.999847,0.997984,0.997983,92.92347,100,99.387241,99.366694
64,0,8.442182149,35.588373,56.892016,43.85263,43.64989,0.992189,0.999759,0.997666,0.997666,91.953893,100,99.252986,99.226436
72,0,7.398968811,34.874706,56.64088,43.374535,43.158736,0.990737,0.999687,0.997339,0.997338,91.299799,100,99.095392,99.061599
80,0,6.579450739,34.23962,56.37871,42.939944,42.710965,0.989259,0.999638,0.997004,0.997004,90.735027,100,98.929088,98.887389
88,0,5.90849405,33.566872,56.149934,42.521026,42.279093,0.987613,0.999585,0.996648,0.996647,90.426497,100,98.735294,98.68409
96,0,5.31193046,32.926599,55.898728,42.094958,41.840738,0.985993,0.99955,0.996234,0.996233,89.287842,100,98.497597,98.433805
104,0,4.508906845,31.899412,55.49235,41.42973,41.157796,0.982164,0.999446,0.995466,0.995465,86.885639,100,98.023247,97.933246
112,0,3.932447614,31.177601,55.101768,40.848812,40.56008,0.978312,0.999359,0.994649,0.994647,82.89913,100,97.465649,97.343355
120,0,3.472933064,30.626706,54.73275,40.31552,40.011347,0.975058,0.999232,0.993797,0.993795,79.574576,100,96.814095,96.656041
128,0,2.940769434,29.904253,54.349537,39.595027,39.270381,0.969671,0.999064,0.992398,0.992394,74.706717,100,95.643062,95.419831
136,0,2.575978535,29.339235,53.871187,38.99257,38.651703,0.9645,0.998899,0.991004,0.990999,71.076021,100,94.338654,94.047392
144,0,2.203508982,28.64018,53.442769,38.271807,37.911267,0.957497,0.998665,0.98902,0.989012,64.785983,100,92.362582,91.974982
152,0,1.894727764,28.009178,53.17467,37.572815,37.19455,0.950021,0.998477,0.986692,0.986679,58.725867,100,89.930357,89.434815
160,0,1.631863563,27.374283,52.596807,36.873276,36.476957,0.941912,0.998192,0.983892,0.983871,53.737838,100,87.03998,86.435506
168,0,1.38867505,26.693675,52.29353,36.121204,35.70637,0.931934,0.998029,0.980218,0.980185,48.012239,100,83.475761,82.755463
176,0,1.193339624,25.988985,51.801787,35.410256,34.978994,0.921391,0.99773,0.976079,0.976027,40.95314,100,79.608916,78.772393
184,0,1.011106256,25.184757,51.385855,34.641899,34.194297,0.911941,0.997501,0.970692,0.970609,37.563081,100,75.118366,74.153306
192,0,0.863050803,24.409604,50.739036,33.909624,33.44795,0.899785,0.997008,0.964493,0.964365,33.646803,100,70.450469,69.337049
200,0,0.733165085,23.634208,50.001132,33.161922,32.686751,0.885358,0.996383,0.956932,0.956736,30.977628,100,65.516508,64.227271
208,0,0.626801539,22.936479,49.435705,32.45626,31.96988,0.862543,0.995877,0.948436,0.948143,27.993597,100,60.66029,59.193335
216,0,0.528438195,22.167116,48.606248,31.687257,31.191985,0.834157,0.995004,0.937583,0.937141,25.985979,100,55.315619,53.638865
224,0,0.447096267,21.52387,48.009595,30.944539,30.441925,0.805271,0.994879,0.925104,0.924455,22.17859,100,50.126598,48.206444
232,0,0.382744868,20.92749,47.15157,30.258949,29.750996,0.771163,0.994265,0.911653,0.910736,18.625979,100,45.351817,43.181661
240,0,0.333076015,20.497621,46.783216,29.647627,29.137533,0.739274,0.993844,0.897979,0.896744,16.00114,100,41.165676,38.759212
248,0,0.309664042,20.242493,46.330434,29.324229,28.813948,0.720863,0.993752,0.889923,0.888481,14.682983,100,39.107502,36.522964
0,1,187.907006,57.515856,60,59.979987,59.979615,0.999986,1,0.999997,0.999997,97.399033,100,99.969058,99.968665
8,1,67.7746259,47.859532,60,51.711301,51.62462,0.999243,0.999991,0.999781,0.999781,96.224151,100,99.923604,99.922456
16,1,39.64441928,44.031984,59.482962,49.019697,48.927826,0.998113,0.999967,0.999511,0.999511,95.723824,100,99.86142,99.85891
24,1,26.35830081,41.120695,58.71743,47.490878,47.370904,0.997347,0.999958,0.999216,0.999216,95.408047,100,99.780001,99.775139
32,1,19.23994458,39.711387,58.031705,46.448564,46.307572,0.996917,0.99992,0.998921,0.998921,94.70138,100,99.691251,99.68321
40,1,14.9763543,38.761746,57.812883,45.645763,45.487409,0.995905,0.999873,0.99863,0.99863,93.983644,100,99.595291,99.583458
48,1,12.18846283,37.362287,57.371963,44.976857,44.802294,0.994835,0.999848,0.998343,0.998343,93.309088,100,99.490181,99.473969
56,1,10.24882358,36.396414,57.127607,44.395111,44.207056,0.993736,0.99982,0.998054,0.998053,92.649827,100,99.371483,99.350233
64,1,8.822689933,35.423984,56.800432,43.873412,43.670014,0.992848,0.999758,0.997755,0.997755,92.109086,100,99.23571,99.208336
72,1,7.741205717,34.680351,56.589907,43.39883,43.182452,0.991512,0.999718,0.997445,0.997445,91.392167,100,99.075202,99.040285
80,1,6.890763764,34.326909,56.322537,42.966492,42.737889,0.990628,0.999671,0.997129,0.997129,90.852349,100,98.90153,98.858351
88,1,6.221333383,33.806902,56.101033,42.558301,42.3188,0.98917,0.999636,0.996799,0.996799,89.894386,100,98.70499,98.651798
96,1,5.610613005,33.177821,55.863283,42.141947,41.891449,0.988025,0.999589,0.996419,0.996418,89.247783,100,98.464633,98.39896
104,1,4.766417798,32.138728,55.450615,41.481933,41.213059,0.985173,0.999494,0.995712,0.995711,87.721894,100,97.987478,97.894986
112,1,4.154000654,31.398489,55.026485,40.900998,40.615343,0.982054,0.999388,0.994946,0.994945,84.214613,100,97.431922,97.306861
120,1,3.645039062,30.623441,54.655612,40.359411,40.057728,0.977951,0.999299,0.994092,0.99409,80.523872,100,96.766565,96.605315
128,1,3.091402641,29.930442,54.314847,39.641794,39.319582,0.973362,0.99913,0.992773,0.99277,76.760187,100,95.58287,95.355765
136,1,2.710891676,29.304691,53.951519,39.042043,38.703944,0.969085,0.998939,0.991457,0.991452,72.742499,100,94.286219,93.988507
144,1,2.317155026,28.632052,53.378299,38.3194,37.96145,0.96265,0.998783,0.989541,0.989533,65.976791,100,92.29516,91.898361
152,1,1.995903925,28.092503,52.978505,37.623889,37.249081,0.956095,0.998507,0.987347,0.987336,61.353975,100,89.924696,89.421409
160,1,1.717024195,27.384882,52.577983,36.922568,36.529641,0.948184,0.998196,0.98463,0.984612,56.284567,100,87.051444,86.433537
168,1,1.461543042,26.711323,52.388738,36.166154,35.75534,0.937967,0.99807,0.981113,0.981084,49.962227,100,83.508131,82.7636
176,1,1.254373725,26.046421,51.785703,35.451716,35.023872,0.927536,0.997746,0.977094,0.977048,44.65188,100,79.680915,78.817521
184,1,1.061214242,25.238918,51.106413,34.676368,34.232878,0.915538,0.997255,0.971815,0.971741,40.292242,100,75.193499,74.200015
192,1,0.904856796,24.451965,50.689712,33.93795,33.479949,0.902649,0.997041,0.965749,0.965633,35.168298,100,70.573233,69.426839
200,1,0.767007174,23.676539,49.898161,33.181264,32.709696,0.885333,0.996248,0.958251,0.95807,32.180668,100,65.561538,64.233501
208,1,0.654200589,22.968628,49.340518,32.46327,31.981237,0.861067,0.995583,0.949774,0.949502,29.156147,100,60.705826,59.196647
216,1,0.550167609,22.20712,48.546479,31.686617,31.195505,0.831025,0.994856,0.938894,0.938476,25.985052,100,55.270171,53.53475
224,1,0.46338231,21.55784,48.017643,30.932109,30.434323,0.803852,0.994774,0.92628,0.92566,20.39072,100,50.026221,48.054207
232,1,0.39538641,20.961889,47.273527,30.238647,29.735138,0.769038,0.994342,0.91263,0.911737,17.632506,100,45.288959,43.074617
240,1,0.342446911,20.524192,46.727165,29.606096,29.101239,0.736376,0.993804,0.898453,0.897241,15.341631,100,40.954256,38.443808
248,1,0.316886175,20.242219,46.535174,29.26976,28.765141,0.715713,0.99366,0.889967,0.888533,13.693456,100,38.735049,36.049295
0,2,187.4138315,57.476928,60,59.978969,59.978609,0.999986,1,0.999997,0.999997,97.386401,100,99.96888,99.968484
8,2,67.99370195,47.863083,60,51.655495,51.571525,0.999252,0.999992,0.999778,0.999778,96.216515,100,99.923361,99.922208
16,2,39.9807471,44.025921,59.557455,48.984975,48.893812,0.998153,0.999968,0.999501,0.999501,95.695678,100,99.859646,99.857083
24,2,26.66687269,41.045882,58.560473,47.459155,47.338685,0.997275,0.999962,0.999202,0.999202,95.294179,100,99.776131,99.77109
32,2,19.50750985,39.681528,57.96068,46.412687,46.271634,0.996927,0.999912,0.998902,0.998902,94.598272,100,99.68565,99.677368
40,2,15.19570783,38.741957,57.743462,45.60648,45.448076,0.995939,0.999873,0.998608,0.998608,93.923974,100,99.587425,99.575231
48,2,12.3777091,37.310533,57.341505,44.934747,44.760221,0.994893,0.999844,0.998316,0.998316,93.282557,100,99.481155,99.464559
56,2,10.41942214,36.374849,57.098347,44.350938,44.163052,0.993793,0.99982,0.998023,0.998022,92.615821,100,99.361093,99.339322
64,2,8.980566372,35.385935,56.771925,43.827865,43.624848,0.992938,0.999755,0.997718,0.997717,91.679756,100,99.220774,99.192679
72,2,7.887423104,34.644717,56.522269,43.35296,43.137255,0.991485,0.999716,0.997402,0.997402,91.23907,100,99.056435,99.020694
80,2,7.026970659,34.29183,56.283804,42.920153,42.692403,0.990602,0.999666,0.99708,0.997079,90.456534,100,98.878669,98.834279
88,2,6.35031394,33.85192,56.030139,42.511872,42.273496,0.989296,0.999631,0.996741,0.996741,89.596588,100,98.677894,98.623225
96,2,5.730772173,33.266442,55.809726,42.094126,41.84507,0.987996,0.999575,0.996352,0.996351,88.939725,100,98.430231,98.362377
104,2,4.873787656,32.308034,55.437449,41.432496,41.165387,0.985115,0.999478,0.995631,0.99563,87.028605,100,97.942389,97.84721
112,2,4.250836984,31.435089,55.122536,40.849093,40.565228,0.981845,0.999378,0.99485,0.994849,83.396918,100,97.369458,97.240663
120,2,3.732372525,30.634169,54.745343,40.305518,40.005651,0.977737,0.999276,0.993975,0.993972,80.39634,100,96.679426,96.513096
128,2,3.165938171,29.866062,54.337173,39.582155,39.261795,0.97308,0.999093,0.992619,0.992616,76.409473,100,95.450096,95.214826
136,2,2.777177273,29.243176,53.962414,38.977859,38.641682,0.968825,0.998929,0.991269,0.991264,72.352107,100,94.110612,93.804378
144,2,2.375192705,28.578697,53.3689,38.252304,37.897026,0.962329,0.998701,0.989298,0.98929,65.930234,100,92.065577,91.659409
152,2,2.047795161,28.006332,52.933382,37.556674,37.184152,0.955879,0.998415,0.987059,0.987047,61.111441,100,89.630354,89.116285
160,2,1.762158761,27.345549,52.566644,36.848954,36.458841,0.947359,0.998237,0.984281,0.984262,55.770777,100,86.67594,86.049745
168,2,1.500313242,26.672358,52.299832,36.088831,35.680259,0.937134,0.998017,0.980659,0.980629,50.151641,100,83.067646,82.316164
176,2,1.286799951,26.01598,51.763424,35.368631,34.943211,0.926714,0.99774,0.976524,0.976476,44.926399,100,79.155353,78.285467
184,2,1.088743105,25.194321,51.225446,34.588984,34.147825,0.915193,0.99738,0.971092,0.971014,39.521291,100,74.583659,73.578134
192,2,0.928202325,24.429437,50.586306,33.847632,33.392147,0.901323,0.996932,0.964868,0.964747,35.439308,100,69.877709,68.721495
200,2,0.786360218,23.651439,49.870471,33.08647,32.61721,0.881589,0.996227,0.957177,0.956988,32.24432,100,64.864174,63.539568
208,2,0.670239692,22.928943,49.168364,32.363633,31.883392,0.858012,0.995485,0.948464,0.94818,29.537245,100,59.913682,58.397145
216,2,0.563303913,22.197915,48.481762,31.584423,31.095946,0.827704,0.994797,0.93721,0.936776,25.445074,100,54.437396,52.695171
224,2,0.474519598,21.499235,48.017643,30.826905,30.331427,0.795948,0.99459,0.924209,0.923563,20.980712,100,49.17023,47.211344
232,2,0.404697083,20.868973,47.272539,30.133653,29.631771,0.763444,0.994429,0.910242,0.909315,16.932655,100,44.339597,42.124686
240,2,0.350269163,20.396956,46.727165,29.5057,29.001071,0.726934,0.993215,0.895608,0.894339,15.071249,100,40.056962,37.549536
248,2,0.324137925,20.183226,46.535174,29.170372,28.665605,0.703404,0.993518,0.886989,0.885493,13.623191,100,37.844908,35.195654
0,3,189.3745097,56.806418,60,59.684423,59.677926,0.999982,1,0.999995,0.999995,97.34503,100,99.967315,99.966898
8,3,66.9427252,47.853938,60,51.479946,51.405805,0.999118,0.999988,0.999756,0.999756,95.966974,100,99.918947,99.917712
16,3,39.9387339,44.042492,59.338614,48.93327,48.845251,0.997962,0.999968,0.999487,0.999487,95.657274,100,99.855903,99.853264
24,3,26.79262809,41.049991,58.590916,47.43425,47.314884,0.99727,0.999962,0.999194,0.999194,95.278187,100,99.772611,99.767483
32,3,19.66649658,39.682312,57.967855,46.395639,46.254891,0.99692,0.999912,0.998896,0.998896,94.620753,100,99.682323,99.673947
40,3,15.34325449,38.760417,57.744764,45.590222,45.431838,0.995957,0.999873,0.998604,0.998603,93.970246,100,99.582304,99.569963
48,3,12.50528316,37.3328,57.340824,44.918471,44.743746,0.994899,0.999843,0.998312,0.998312,93.278732,100,99.475364,99.458565
56,3,10.5272306,36.376899,57.070038,44.331926,44.143555,0.993822,0.99982,0.998018,0.998018,92.641266,100,99.35076,99.328669
64,3,9.072875411,35.357389,56.768435,43.807603,43.603901,0.992934,0.999754,0.997711,0.997711,91.845373,100,99.207029,99.178382
72,3,7.965556659,34.624601,56.529679,43.329591,43.112836,0.991503,0.999713,0.997395,0.997395,91.004405,100,99.038923,99.002428
80,3,7.092441996,34.272705,56.281286,42.89407,42.664996,0.990588,0.999668,0.997072,0.997071,90.137222,100,98.858188,98.812864
88,3,6.406294287,33.819475,56.024926,42.481362,42.241378,0.989296,0.999627,0.996732,0.996732,89.974439,100,98.651086,98.595254
96,3,5.779522647,33.247121,55.805997,42.059912,41.809131,0.987996,0.999575,0.99634,0.99634,89.240083,100,98.397456,98.328063
104,3,4.912543295,32.256573,55.437449,41.39897,41.130266,0.984992,0.999474,0.995622,0.995621,87.028605,100,97.901523,97.803998
112,3,4.282751731,31.429852,55.122536,40.818037,40.532552,0.981884,0.999369,0.994841,0.99484,83.396918,100,97.322272,97.190674
120,3,3.757667732,30.568192,54.745343,40.274106,39.972354,0.977788,0.999266,0.993961,0.993959,80.39634,100,96.628191,96.459154
128,3,3.183712104,29.820475,54.338555,39.552203,39.229984,0.973078,0.99909,0.992602,0.992599,76.409473,100,95.383723,95.145331
136,3,2.790936845,29.210688,53.962414,38.950887,38.613131,0.968507,0.998925,0.991252,0.991247,72.352107,100,94.047529,93.73806
144,3,2.384745086,28.562047,53.3689,38.227172,37.870141,0.962181,0.998697,0.989282,0.989275,65.930234,100,91.98696,91.576701
152,3,2.054387523,28.018406,52.933382,37.533591,37.159872,0.955768,0.998415,0.987041,0.987029,61.111441,100,89.544413,89.02648
160,3,1.766559418,27.309699,52.566644,36.830541,36.43909,0.946768,0.998237,0.984265,0.984246,55.770777,100,86.600146,85.970027
168,3,1.503059155,26.641497,52.299832,36.07347,35.663731,0.937105,0.998017,0.980641,0.980611,50.151641,100,83.005009,82.252642
176,3,1.28807773,25.95547,51.763424,35.354988,34.928911,0.926825,0.99774,0.976508,0.97646,44.926399,100,79.10356,78.235251
184,3,1.089565105,25.132495,51.225446,34.579505,34.137666,0.915401,0.99738,0.971076,0.970998,39.521291,100,74.542141,73.540473
192,3,0.928569429,24.375185,50.586306,33.840219,33.384067,0.901698,0.996932,0.964846,0.964725,35.439308,100,69.844492,68.688629
200,3,0.786557536,23.618634,49.870471,33.078779,32.60978,0.880849,0.996227,0.957166,0.956977,32.24432,100,64.80474,63.484977
208,3,0.670243085,22.897684,49.118395,32.362091,31.881924,0.857977,0.995503,0.948454,0.948169,29.537245,100,59.880807,58.360452
216,3,0.563299318,22.149661,48.481762,31.580897,31.091984,0.827958,0.994711,0.937204,0.936769,24.545444,100,54.408458,52.664253
224,3,0.474606081,21.504793,48.017643,30.825897,30.330904,0.796858,0.994549,0.924241,0.923596,20.600118,100,49.140456,47.164961
232,3,0.404793109,20.894778,47.287246,30.134274,29.632549,0.763952,0.99441,0.910261,0.909332,17.308549,100,44.330289,42.116231
240,3,0.350382825,20.409967,46.727165,29.506728,29.002365,0.727405,0.9936,0.89563,0.89436,14.852706,100,40.069001,37.566921
248,3,0.324206313,20.18075,46.535174,29.16967,28.664793,0.707714,0.993518,0.886957,0.885461,13.820494,100,37.837065,35.192164
0,4,189.5693972,56.730234,60,59.682853,59.676325,0.999909,1,0.999994,0.999994,96.948808,100,99.967187,99.966762
8,4,66.47170831,46.861696,60,51.332332,51.259049,0.999066,0.999987,0.999741,0.999741,95.917545,100,99.916771,99.915491
16,4,39.80198237,42.335414,59.016643,48.790665,48.696074,0.997873,0.999967,0.999467,0.999467,95.600579,100,99.851092,99.848316
24,4,27.04655593,40.672574,58.354229,47.353627,47.231726,0.997129,0.999962,0.999181,0.999181,95.223113,100,99.766091,99.760732
32,4,19.93173302,39.670329,57.902327,46.350973,46.208921,0.996828,0.99991,0.998889,0.998889,94.469122,100,99.67492,99.666215
40,4,15.59878003,38.55254,57.704898,45.5609,45.401388,0.995931,0.999873,0.9986,0.9986,93.879416,100,99.573358,99.560598
48,4,12.73290298,37.130664,57.307636,44.896261,44.720485,0.99489,0.999842,0.998309,0.998309,93.263586,100,99.464812,99.447556
56,4,10.72100703,36.147663,57.074749,44.316719,44.127437,0.993806,0.999824,0.998015,0.998015,92.459995,100,99.339727,99.317061
64,4,9.226684333,35.163757,56.771665,43.794521,43.590108,0.992904,0.999757,0.997707,0.997707,91.874482,100,99.196939,99.167858
72,4,8.099968995,34.485513,56.50825,43.318558,43.101412,0.991478,0.999714,0.99739,0.99739,91.160223,100,99.026104,98.98898
80,4,7.208599703,34.134457,56.262938,42.884606,42.655176,0.990598,0.999666,0.997066,0.997066,90.304403,100,98.844249,98.798327
88,4,6.51060658,33.683081,56.016448,42.472865,42.232533,0.98931,0.999617,0.996725,0.996724,89.465569,100,98.633818,98.576947
96,4,5.876021489,33.094368,55.785213,42.051648,41.800343,0.987978,0.999576,0.996332,0.996331,88.985459,100,98.375244,98.304591
104,4,4.997020258,32.134932,55.445037,41.389416,41.119798,0.985207,0.999481,0.995608,0.995607,87.131938,100,97.874385,97.775511
112,4,4.358345526,31.328437,55.084172,40.806084,40.519545,0.98194,0.999377,0.994823,0.994822,83.652695,100,97.286263,97.153075
120,4,3.82842142,30.537275,54.755912,40.260827,39.95795,0.977818,0.999268,0.993944,0.993942,80.550821,100,96.572366,96.39992
128,4,3.24479512,29.800913,54.292903,39.535959,39.212444,0.973269,0.999099,0.992576,0.992573,76.626332,100,95.314397,95.071658
136,4,2.845260328,29.158207,53.997146,38.931095,38.591753,0.968764,0.998913,0.991212,0.991207,72.472417,100,93.949238,93.633375
144,4,2.432421249,28.542597,53.363335,38.207805,37.849306,0.962379,0.998713,0.989238,0.98923,66.107723,100,91.861835,91.441828
152,4,2.095228979,27.990027,52.970098,37.513007,37.13746,0.955999,0.998443,0.986986,0.986975,61.413642,100,89.413097,88.886294
160,4,1.801531164,27.293117,52.569908,36.807673,36.415045,0.94695,0.998237,0.984189,0.98417,56.247559,100,86.455012,85.816497
168,4,1.532097503,26.637132,52.420401,36.048055,35.637094,0.937195,0.99813,0.980532,0.980501,49.922266,100,82.809396,82.045544
176,4,1.313221388,25.893052,51.778222,35.330329,34.903193,0.925817,0.997736,0.976372,0.976324,44.853619,100,78.902448,78.022029
184,4,1.110078626,25.09657,51.055738,34.553595,34.110712,0.9103,0.997222,0.970904,0.970826,40.001351,100,74.32414,73.306974
192,4,0.945043318,24.344004,50.602427,33.813476,33.356152,0.891685,0.997048,0.96463,0.964508,36.019163,100,69.615283,68.448797
200,4,0.800024648,23.583396,49.833201,33.053169,32.582299,0.881711,0.996309,0.956875,0.956684,32.827124,100,64.548798,63.208734
208,4,0.681458975,22.891563,49.457883,32.333287,31.851293,0.85653,0.995799,0.948099,0.947811,29.113556,100,59.570709,58.028196
216,4,0.57215202,22.135713,48.727407,31.556418,31.065385,0.825815,0.995214,0.936805,0.936365,25.037667,100,54.150507,52.389032
224,4,0.48155505,21.47851,48.015954,30.805357,30.307409,0.795918,0.994735,0.923782,0.923128,21.010234,100,48.878734,46.895713
232,4,0.410221813,20.85437,47.297046,30.113607,29.60884,0.76287,0.994482,0.909733,0.908793,17.021571,100,44.086236,41.841162
240,4,0.354872262,20.416491,46.792905,29.488003,28.981014,0.725912,0.993732,0.89514,0.893855,14.629928,100,39.837866,37.301178
248,4,0.328140058,20.195157,46.385032,29.153922,28.64612,0.707138,0.99356,0.88647,0.884956,13.558226,100,37.597126,34.894067
0,5,190.0523707,56.745142,60,59.670095,59.663053,0.999909,1,0.999994,0.999994,96.943173,100,99.967231,99.966807
8,5,66.99137368,46.89775,60,51.312576,51.238464,0.999037,0.999987,0.999738,0.999738,95.955376,100,99.916635,99.915353
16,5,40.09045788,42.42208,59.001209,48.769391,48.674196,0.997877,0.999967,0.999463,0.999463,95.570988,100,99.851304,99.84853
24,5,27.23294655,40.648764,58.35024,47.332015,47.209373,0.997088,0.999962,0.999175,0.999175,95.234938,100,99.766358,99.760986
32,5,20.07758273,39.588325,57.89756,46.331171,46.188345,0.996832,0.99991,0.998883,0.998883,94.505398,100,99.676383,99.66771
40,5,15.71031304,38.530349,57.700287,45.542187,45.382009,0.995936,0.999873,0.998594,0.998594,93.775248,100,99.575316,99.562613
48,5,12.82292811,37.082712,57.304536,44.878484,44.702084,0.994887,0.999842,0.998302,0.998302,93.102062,100,99.467258,99.450098
56,5,10.79651851,36.089133,57.07273,44.299289,44.109345,0.993801,0.999824,0.998006,0.998006,92.567424,100,99.342249,99.319736
64,5,9.291472073,35.149565,56.769123,43.778366,43.573478,0.992917,0.999757,0.997698,0.997697,91.821472,100,99.199415,99.17054
72,5,8.156830045,34.456223,56.507586,43.302274,43.084558,0.991486,0.999713,0.997379,0.997378,91.129445,100,99.029569,98.992589
80,5,7.259805785,34.078345,56.262829,42.868684,42.638776,0.99057,0.999665,0.997053,0.997053,90.432522,100,98.847916,98.802077
88,5,6.557550443,33.652239,56.016281,42.457217,42.216515,0.989266,0.999616,0.996713,0.996712,89.663734,100,98.638284,98.581912
96,5,5.918646514,33.069353,55.785079,42.037244,41.785461,0.987979,0.999575,0.996319,0.996319,88.959573,100,98.381602,98.311398
104,5,5.034315961,32.116004,55.445116,41.374895,41.104927,0.985164,0.999479,0.995591,0.99559,87.13481,100,97.881566,97.78306
112,5,4.388836953,31.327773,55.08412,40.792016,40.505164,0.98189,0.999377,0.994803,0.994802,83.664143,100,97.291076,97.158112
120,5,3.855646619,30.552171,54.755912,40.247677,39.944573,0.977905,0.999265,0.99392,0.993918,80.552014,100,96.584075,96.412545
128,5,3.268141956,29.798116,54.295673,39.523922,39.200082,0.973229,0.999097,0.992552,0.992549,76.640889,100,95.331026,95.090062
136,5,2.866094477,29.183365,53.994447,38.921584,38.582049,0.968958,0.998912,0.99119,0.991185,72.434202,100,93.970262,93.655477
144,5,2.449635107,28.513102,53.363335,38.198707,37.839869,0.962286,0.998713,0.989213,0.989205,66.149034,100,91.894713,91.477368
152,5,2.109766126,27.961149,52.970098,37.5052,37.129713,0.955641,0.998443,0.986968,0.986956,61.43512,100,89.443634,88.916654
160,5,1.814380486,27.275769,52.569908,36.799813,36.407028,0.94668,0.998237,0.984157,0.984138,55.941796,100,86.492008,85.855212
168,5,1.542787741,26.630724,52.420401,36.040793,35.630039,0.937282,0.99813,0.980494,0.980463,50.155601,100,82.836309,82.074137
176,5,1.322219242,25.865367,51.778222,35.322901,34.895918,0.926469,0.997736,0.976332,0.976283,44.829268,100,78.929781,78.050844
184,5,1.117139843,25.075999,51.055738,34.546507,34.103781,0.91521,0.997222,0.97085,0.970772,39.693083,100,74.379532,73.370217
192,5,0.951227295,24.316538,50.602427,33.806364,33.349154,0.891831,0.997048,0.96456,0.964438,36.257784,100,69.680916,68.525879
200,5,0.805008989,23.588973,49.833201,33.046725,32.575891,0.880944,0.996309,0.956812,0.956621,32.686422,100,64.63407,63.301717
208,5,0.685497829,22.880314,49.430603,32.326111,31.84446,0.857439,0.995799,0.948006,0.947718,29.516201,100,59.68693,58.157749
216,5,0.575326676,22.123363,48.727407,31.550388,31.059109,0.8278,0.995214,0.936702,0.936262,25.080631,100,54.262433,52.518499
224,5,0.483955454,21.473142,48.015954,30.794336,30.29653,0.797544,0.994759,0.923628,0.922972,20.934666,100,48.989478,47.008145
232,5,0.412342868,20.849117,47.305699,30.102827,29.598718,0.760422,0.994565,0.909532,0.908591,17.055477,100,44.207698,41.972156
240,5,0.356617413,20.413678,46.792905,29.478238,28.971745,0.724708,0.993618,0.894904,0.893618,14.769765,100,40.013641,37.514051
248,5,0.329678489,20.207108,46.385032,29.143306,28.63543,0.706499,0.993567,0.886199,0.884681,13.942102,100,37.791803,35.111276
0,6,170.8162166,56.608248,60,58.935129,58.927294,0.999888,0.999994,0.999973,0.999973,96.59971,100,99.962904,99.962424
8,6,67.080161,46.872257,60,51.271567,51.201848,0.999041,0.999983,0.999736,0.999736,95.896182,100,99.915857,99.914562
16,6,40.25728068,42.264738,58.897331,48.754532,48.661164,0.997843,0.999968,0.999461,0.999461,95.485604,100,99.850512,99.847728
24,6,27.40758697,40.627403,58.28222,47.32346,47.201791,0.997097,0.999948,0.999175,0.999175,95.182394,100,99.765756,99.760382
32,6,20.24708772,39.604148,57.829167,46.322218,46.180346,0.996801,0.999911,0.998883,0.998883,94.483129,100,99.675381,99.666674
40,6,15.86821245,38.544765,57.632143,45.534615,45.375155,0.995938,0.999866,0.998595,0.998595,93.894063,100,99.574142,99.561417
48,6,12.95791363,37.117766,57.258051,44.873029,44.696729,0.994884,0.999831,0.998304,0.998304,93.207182,100,99.466529,99.44933
56,6,10.91809382,36.101962,57.037481,44.29564,44.105572,0.993802,0.999783,0.99801,0.99801,92.471395,100,99.341555,99.319016
64,6,9.403428949,35.126374,56.682408,43.775687,43.570613,0.992881,0.999744,0.997702,0.997702,91.655477,100,99.198643,99.169688
72,6,8.260586116,34.448043,56.481306,43.300532,43.082648,0.991497,0.999703,0.997384,0.997384,90.996527,100,99.031213,98.994392
80,6,7.358604057,34.105085,56.212473,42.868209,42.638064,0.990642,0.999661,0.997059,0.997059,90.51889,100,98.848473,98.802762
88,6,6.650169049,33.66107,55.984388,42.456413,42.215432,0.989278,0.999618,0.996718,0.996718,89.742618,100,98.637065,98.580514
96,6,6.005334797,33.058746,55.782285,42.036867,41.784726,0.987931,0.999562,0.996327,0.996326,88.964805,100,98.383594,98.31347
104,6,5.108888531,32.117667,55.402132,41.375468,41.105285,0.985315,0.999466,0.995601,0.9956,86.902075,100,97.877307,97.778495
112,6,4.455054021,31.28658,55.031868,40.792187,40.505248,0.982242,0.999349,0.994815,0.994813,83.608453,100,97.287095,97.153779
120,6,3.91360043,30.50396,54.725907,40.248233,39.944993,0.978103,0.999225,0.99393,0.993928,80.490484,100,96.575522,96.403023
128,6,3.317263351,29.826457,54.22053,39.52304,39.199117,0.973399,0.999044,0.992562,0.992559,76.150541,100,95.315035,95.071633
136,6,2.908641677,29.164281,53.908782,38.920177,38.580412,0.969104,0.998855,0.9912,0.991196,72.666803,100,93.96306,93.646726
144,6,2.485380752,28.518263,53.26698,38.197541,37.838837,0.962144,0.998641,0.989218,0.98921,66.03438,100,91.885075,91.465146
152,6,2.141013143,27.951776,52.874264,37.503237,37.127554,0.956,0.998426,0.986973,0.986961,61.428282,100,89.4269,88.89606
160,6,1.840236121,27.292374,52.472882,36.798822,36.406391,0.947605,0.998161,0.984166,0.984148,55.983359,100,86.470913,85.826671
168,6,1.563428036,26.625015,52.296475,36.038386,35.628255,0.938139,0.998022,0.9805,0.980469,50.138243,100,82.830443,82.060517
176,6,1.339368388,25.890136,51.606845,35.32014,34.893259,0.925728,0.99763,0.976335,0.976287,44.954485,100,78.912877,78.024659
184,6,1.1307942,25.09149,51.185204,34.541502,34.099553,0.909646,0.997483,0.970826,0.970748,39.282129,100,74.313374,73.292138
192,6,0.961704912,24.310628,50.650438,33.799135,33.342786,0.891716,0.996981,0.96451,0.964387,35.020048,100,69.585468,68.406885
200,6,0.813258038,23.596094,49.941846,33.036945,32.567012,0.871773,0.996398,0.956707,0.956515,33.238902,100,64.508668,63.160627
208,6,0.691483145,22.869325,49.51243,32.316084,31.835156,0.850731,0.995818,0.947861,0.947571,29.662424,100,59.545728,58.012706
216,6,0.579872308,22.120153,48.599397,31.534085,31.044161,0.825271,0.995107,0.936418,0.935975,25.268557,100,54.055743,52.300351
224,6,0.487231542,21.474878,48.101926,30.781117,30.284127,0.792722,0.994741,0.923297,0.922637,20.697748,100,48.769491,46.789447
232,6,0.414742211,20.83695,47.451912,30.088042,29.583882,0.761388,0.994514,0.909148,0.908199,17.477369,100,43.905799,41.659263
240,6,0.358079397,20.427132,46.952363,29.460417,28.954182,0.728178,0.993937,0.894386,0.89309,14.809352,100,39.625122,37.076749
248,6,0.331209215,20.196851,46.387493,29.129425,28.621882,0.706951,0.993733,0.885707,0.884183,13.500298,100,37.491034,34.809589
0,7,172.407831,53.451916,60,55.585668,55.569107,0.999765,0.999993,0.999923,0.999923,96.274063,100,99.956651,99.956078
8,7,66.83370407,46.734068,60,50.93012,50.873614,0.998903,0.999983,0.999704,0.999704,95.731768,100,99.912856,99.911504
16,7,40.11180461,42.281089,58.873857,48.687666,48.596571,0.997853,0.999967,0.999445,0.999444,95.343517,100,99.850034,99.847234
24,7,27.35965376,40.638884,58.275394,47.298163,47.177345,0.997087,0.999948,0.999166,0.999166,94.856914,100,99.765111,99.759711
32,7,20.24962911,39.605175,57.79759,46.299958,46.158573,0.996824,0.99991,0.99888,0.99888,94.479563,100,99.673949,99.665216
40,7,15.88877938,38.550477,57.584327,45.50577,45.346936,0.995937,0.999865,0.998592,0.998592,93.837718,100,99.572328,99.55953
48,7,12.98172504,37.129342,57.24541,44.836994,44.661101,0.99488,0.99983,0.998301,0.9983,93.140661,100,99.461634,99.444221
56,7,10.94078855,36.083747,57.001516,44.247656,44.057739,0.993809,0.999781,0.998005,0.998005,92.559499,100,99.33424,99.31136
64,7,9.42513532,35.13671,56.66716,43.720659,43.515728,0.99286,0.999739,0.997696,0.997695,91.948286,100,99.18923,99.159888
72,7,8.282269478,34.421923,56.417767,43.237996,43.020107,0.991492,0.999705,0.997376,0.997375,91.036747,100,99.01695,98.979628
80,7,7.378751144,34.08778,56.177416,42.795375,42.565072,0.990666,0.999658,0.99705,0.997049,90.321239,100,98.827686,98.781077
88,7,6.669996815,33.626345,55.927132,42.375499,42.13423,0.989298,0.999614,0.996707,0.996707,89.785905,100,98.611172,98.55338
96,7,6.02486413,33.028918,55.709648,41.94811,41.695766,0.987984,0.999561,0.996312,0.996312,88.927882,100,98.34816,98.276309
104,7,5.129321435,32.110273,55.308267,41.271298,41.000564,0.98535,0.999462,0.995579,0.995578,87.098702,100,97.826184,97.724842
112,7,4.47535128,31.263571,54.923897,40.680808,40.393291,0.982258,0.999356,0.99479,0.994789,83.594959,100,97.222847,97.086297
120,7,3.934847063,30.495274,54.584409,40.126469,39.822254,0.978037,0.999233,0.9939,0.993898,80.468628,100,96.490102,96.313673
128,7,3.332203333,29.767917,53.909107,39.389328,39.063825,0.973541,0.999019,0.99251,0.992506,76.353123,100,95.176479,94.926313
136,7,2.922747254,29.122094,53.571141,38.778306,38.436367,0.96903,0.998831,0.991135,0.99113,72.650036,100,93.787126,93.462615
144,7,2.499010652,28.489025,52.899491,38.049111,37.687625,0.962453,0.998652,0.989138,0.98913,66.347267,100,91.674049,91.246891
152,7,2.152722947,27.912644,52.550465,37.350509,36.972162,0.956083,0.998397,0.98688,0.986868,61.352712,100,89.208574,88.673947
160,7,1.850286197,27.238326,52.142356,36.641297,36.245631,0.947567,0.998058,0.984032,0.984013,56.157409,100,86.222858,85.578915
168,7,1.572892166,26.575193,51.944074,35.881484,35.467215,0.938129,0.997876,0.980322,0.98029,50.187794,100,82.503203,81.728599
176,7,1.347118646,25.833659,51.352603,35.169723,34.738924,0.925753,0.997614,0.976133,0.976083,44.868934,100,78.607132,77.718729
184,7,1.137250387,25.038639,50.832563,34.394113,33.948312,0.909804,0.997239,0.970591,0.970511,39.734642,100,74.020338,72.999404
192,7,0.967213773,24.297126,50.476414,33.668247,33.208922,0.891786,0.997019,0.964303,0.964179,35.8537,100,69.386458,68.207591
200,7,0.817741149,23.543883,49.724964,32.920055,32.446759,0.871786,0.996245,0.956521,0.956327,32.949694,100,64.365338,63.021445
208,7,0.695245054,22.857284,49.396639,32.212693,31.728617,0.850629,0.995935,0.947636,0.947343,29.092891,100,59.461551,57.932572
216,7,0.582878449,22.094103,48.622666,31.447649,30.954969,0.824488,0.995242,0.936222,0.935774,25.450588,100,54.039956,52.294897
224,7,0.489485733,21.427176,47.973358,30.707327,30.208133,0.79211,0.994661,0.923069,0.922403,21.086044,100,48.817984,46.849707
232,7,0.416209603,20.84963,47.418952,30.027741,29.522564,0.760653,0.994356,0.908952,0.907996,17.605041,100,43.98115,41.764573
240,7,0.35951233,20.433003,46.779098,29.414299,28.906246,0.727041,0.993768,0.894232,0.892929,14.926329,100,39.744712,37.225561
248,7,0.332093418,20.195026,46.575947,29.086793,28.577217,0.707074,0.993382,0.885503,0.883963,14.163994,100,37.556059,34.878788
0,8,172.3464656,53.447369,60,55.582316,55.565806,0.999766,0.999993,0.999923,0.999923,96.279351,100,99.956766,99.956195
8,8,66.73972593,46.761481,60,50.893006,50.836285,0.998929,0.999983,0.999709,0.999709,95.733045,100,99.919336,99.918117
16,8,40.06294503,42.191271,58.739421,48.610038,48.518169,0.997899,0.999967,0.999455,0.999455,95.484669,100,99.862056,99.859589
24,8,27.38418217,40.55439,58.169196,47.20186,47.080517,0.997105,0.999948,0.999177,0.999177,94.948904,100,99.779805,99.774923
32,8,20.32983212,39.573675,57.728278,46.18595,46.044551,0.99677,0.99991,0.99889,0.99889,94.77291,100,99.693796,99.685867
40,8,15.97843627,38.487047,57.486596,45.389694,45.232003,0.995933,0.999865,0.998601,0.998601,94.048503,100,99.593185,99.581373
48,8,13.07086727,37.058356,57.160481,44.721351,44.547171,0.994883,0.99983,0.998308,0.998308,93.498987,100,99.486321,99.470141
56,8,11.0215281,36.029325,56.915004,44.119347,43.931206,0.993805,0.999781,0.998011,0.998011,92.797278,100,99.36104,99.339581
64,8,9.463899017,35.070623,56.589981,43.614839,43.41285,0.992864,0.999737,0.997697,0.997697,92.030067,100,99.212476,99.184398
72,8,8.312994026,34.375829,56.362093,43.130529,42.915463,0.991491,0.999702,0.997375,0.997375,91.293968,100,99.037492,99.00132
80,8,7.401130051,34.008234,56.094437,42.681002,42.453714,0.990631,0.999654,0.997047,0.997046,90.59797,100,98.854624,98.809585
88,8,6.684771252,33.564949,55.873584,42.255245,42.01691,0.989284,0.999608,0.996702,0.996702,90.064419,100,98.640672,98.584848
96,8,6.036602526,32.987972,55.610722,41.82206,41.572541,0.987992,0.999552,0.996306,0.996305,89.299085,100,98.384518,98.314945
104,8,5.13859019,32.044233,55.19892,41.13355,40.865751,0.985344,0.999449,0.995568,0.995567,87.218015,100,97.872645,97.773987
112,8,4.479062967,31.199793,54.807803,40.541018,40.255789,0.982187,0.999335,0.994777,0.994775,83.634179,100,97.286553,97.15356
120,8,3.934646918,30.486463,54.501367,39.977565,39.675062,0.978111,0.99921,0.993878,0.993875,80.480644,100,96.584903,96.412763
128,8,3.342403227,29.704181,53.855664,39.228449,38.906421,0.973569,0.998986,0.992489,0.992486,76.665664,100,95.324094,95.080983
136,8,2.932203078,29.072327,53.539314,38.616243,38.277059,0.968818,0.998803,0.991109,0.991104,72.603875,100,93.990415,93.672831
144,8,2.505332607,28.412365,52.899491,37.893547,37.534271,0.962601,0.998642,0.989104,0.989097,66.347267,100,91.931748,91.509249
152,8,2.156405971,27.851718,52.550465,37.217509,36.839189,0.955979,0.998385,0.98686,0.986848,61.352712,100,89.508411,88.975957
160,8,1.854100237,27.176404,52.142356,36.503009,36.107113,0.947889,0.998058,0.983995,0.983976,56.157409,100,86.582429,85.93284
168,8,1.578576752,26.502725,51.783872,35.735963,35.322339,0.937454,0.997831,0.980267,0.980237,50.156754,100,82.981845,82.205011
176,8,1.34996875,25.770585,51.345524,35.055265,34.624162,0.925466,0.997611,0.976099,0.976051,44.868934,100,79.02024,78.124909
184,8,1.139346914,24.975302,50.832563,34.280778,33.834738,0.909679,0.997239,0.970441,0.970363,39.735197,100,74.483497,73.451521
192,8,0.967847997,24.204444,50.476414,33.558389,33.099073,0.892361,0.997019,0.96402,0.963898,35.8537,100,69.812023,68.630586
200,8,0.817974376,23.486974,49.724964,32.808366,32.335195,0.87203,0.996245,0.956047,0.955854,32.949694,100,64.7864,63.4384
208,8,0.694948034,22.813144,49.330636,32.1101,31.627192,0.850514,0.995904,0.947,0.946709,29.142333,100,59.799989,58.258507
216,8,0.582303742,22.058618,48.622666,31.351792,30.860157,0.822361,0.995242,0.935319,0.934872,24.645755,100,54.34363,52.595149
224,8,0.488718126,21.392047,47.973358,30.620307,30.122974,0.790988,0.994802,0.921949,0.921284,20.945565,100,49.04287,47.059481
232,8,0.415427223,20.795789,47.418952,29.952206,29.449169,0.760148,0.994367,0.907694,0.906741,17.769912,100,44.262615,42.037722
240,8,0.358869765,20.386395,46.779098,29.353741,28.847875,0.725343,0.99377,0.893029,0.891729,14.956507,100,39.953552,37.421061
248,8,0.331252475,20.174066,46.611659,29.030658,28.523913,0.709813,0.993736,0.884174,0.88264,13.851444,100,37.746485,35.040838
0,9,172.172925,53.837015,60,55.552341,55.541938,0.99974,0.999992,0.999917,0.999917,96.311391,100,99.956484,99.955908
8,9,68.17431259,47.537058,60,50.71768,50.664745,0.998783,0.99998,0.999679,0.999679,95.768919,100,99.917903,99.916662
16,9,41.70154706,44.028745,59.266228,48.594796,48.509455,0.997717,0.999961,0.999422,0.999422,95.516489,100,99.861636,99.859184
24,9,28.62073376,41.260259,58.413884,47.180927,47.063308,0.997177,0.999939,0.999142,0.999142,94.87708,100,99.782225,99.777467
32,9,21.31971669,39.631928,57.774877,46.149144,46.00949,0.996899,0.9999,0.998854,0.998854,94.629361,100,99.693739,99.685877
40,9,16.78774116,38.733596,57.303514,45.352617,45.197251,0.995886,0.999856,0.998556,0.998556,94.031121,100,99.591443,99.579542
48,9,13.7565966,37.255537,56.894521,44.680256,44.509268,0.994843,0.999816,0.998257,0.998256,93.322873,100,99.477624,99.461051
56,9,11.6362973,36.282518,56.642827,44.072538,43.88799,0.993669,0.999765,0.997953,0.997952,92.823911,100,99.349482,99.327432
64,9,10.03019628,35.246748,56.225811,43.571078,43.372683,0.992618,0.999729,0.997634,0.997633,91.97273,100,99.193711,99.164497
72,9,8.829263316,34.479714,55.96874,43.081861,42.871055,0.991244,0.999679,0.997296,0.997295,91.229284,100,99.01481,98.977083
80,9,7.875784587,34.123815,55.748633,42.631731,42.409389,0.990095,0.999631,0.996952,0.996952,90.286943,100,98.822248,98.775084
88,9,7.127910272,33.673501,55.498492,42.213712,41.981324,0.98875,0.999576,0.996596,0.996595,89.597117,100,98.60931,98.55088
96,9,6.437413823,33.042664,55.317824,41.779146,41.535837,0.987354,0.999518,0.996177,0.996176,89.12888,100,98.350495,98.278052
104,9,5.454988849,32.142545,55.005936,41.072487,40.809874,0.984481,0.999417,0.995409,0.995408,87.210899,100,97.824139,97.721765
112,9,4.73962014,31.398007,54.707367,40.459872,40.180284,0.98115,0.9993,0.994581,0.994579,83.292121,100,97.202493,97.062807
120,9,4.160294264,30.457821,54.33014,39.88835,39.592146,0.976846,0.999158,0.99365,0.993647,80.283402,100,96.474547,96.293884
128,9,3.520809868,29.70947,53.859625,39.121571,38.80769,0.971836,0.998963,0.992169,0.992165,75.086817,100,95.155084,94.900051
136,9,3.078597533,28.961789,53.407996,38.49619,38.166503,0.966893,0.998788,0.990721,0.990716,70.87452,100,93.771406,93.440832
144,9,2.623193794,28.281462,52.861186,37.757519,37.409641,0.959166,0.9986,0.988585,0.988577,64.559169,100,91.614433,91.176211
152,9,2.250072452,27.788809,52.375098,37.067914,36.702507,0.951656,0.998285,0.986211,0.986198,59.273612,100,89.10485,88.555471
160,9,1.929822503,27.055444,52.051534,36.336735,35.955373,0.942088,0.997925,0.983175,0.983155,53.301615,100,86.079443,85.414776
168,9,1.638648083,26.37001,51.650542,35.542856,35.147887,0.931096,0.997663,0.979129,0.979097,47.702763,100,82.333664,81.542074
176,9,1.398680453,25.667371,51.093011,34.851189,34.441038,0.919447,0.99718,0.97469,0.974638,41.530431,100,78.26828,77.352456
184,9,1.178201794,24.836234,50.570784,34.046404,33.626311,0.905188,0.996801,0.968517,0.968435,36.894956,100,73.569001,72.50978
192,9,1.000726574,24.05172,50.122179,33.309468,32.879765,0.886438,0.996515,0.961697,0.961567,32.170821,100,68.802856,67.5845
200,9,0.846317817,23.293245,48.699106,32.533949,32.095386,0.863433,0.994631,0.952972,0.95277,28.915697,100,63.672066,62.272491
208,9,0.721431002,22.586659,47.897894,31.819126,31.374851,0.839984,0.99431,0.943262,0.942957,26.862931,100,58.6649,57.075462
216,9,0.607827722,21.875406,47.194025,31.037399,30.58985,0.816368,0.993514,0.930642,0.930174,23.824715,100,53.140473,51.32661
224,9,0.51360774,21.208689,46.284926,30.272639,29.825796,0.783258,0.992229,0.915842,0.915148,20.498538,100,47.872296,45.818149
232,9,0.439774186,20.63897,46.125516,29.570995,29.126958,0.747228,0.991627,0.900145,0.899156,17.712737,100,43.082146,40.793782
240,9,0.382716029,20.23935,44.853875,28.943398,28.502088,0.705677,0.990569,0.883815,0.882469,15.122891,100,38.834963,36.252262
248,9,0.355137968,19.99979,44.318453,28.599742,28.160771,0.684578,0.990238,0.873925,0.872338,11.843207,100,36.560809,33.697205
0,10,181.2112826,53.716583,60,55.500357,55.493123,0.999668,0.999991,0.999908,0.999908,96.249806,100,99.956725,99.956151
8,10,74.30074328,46.736381,59.83014,50.65566,50.607031,0.998591,0.999972,0.99967,0.99967,95.746378,100,99.916746,99.91548
16,10,46.83515174,43.952829,59.091116,48.562194,48.47918,0.997511,0.999951,0.999416,0.999416,95.430855,100,99.860377,99.857893
24,10,32.67712935,41.390516,58.333705,47.147866,47.033115,0.996983,0.999924,0.999137,0.999137,94.812154,100,99.777546,99.772628
32,10,24.62377917,39.621907,57.681833,46.099935,45.961734,0.996695,0.999887,0.998845,0.998845,94.600172,100,99.683676,99.675392
40,10,19.64265095,38.332246,57.202205,45.298126,45.143522,0.995811,0.999838,0.998543,0.998543,93.875818,100,99.574214,99.561632
48,10,16.24156229,37.252098,56.753843,44.620258,44.450682,0.994729,0.999792,0.998238,0.998238,93.283135,100,99.453569,99.436
56,10,13.84041661,36.353456,56.515275,44.008521,43.825749,0.993523,0.999734,0.99793,0.99793,92.371384,100,99.321019,99.297644
64,10,11.97418557,35.473054,56.147426,43.507865,43.312854,0.992146,0.999669,0.997604,0.997604,91.401151,100,99.162865,99.132102
72,10,10.56342899,34.554919,55.898578,43.01979,42.812997,0.990874,0.999579,0.99726,0.997259,90.897369,100,98.982007,98.942411
80,10,9.431026589,33.89373,55.659246,42.573349,42.35535,0.989643,0.999496,0.996918,0.996917,89.861136,100,98.79337,98.744159
88,10,8.525436998,33.297539,55.427053,42.161946,41.933052,0.987987,0.999401,0.996557,0.996556,89.342754,100,98.582682,98.522437
96,10,7.699021698,32.798634,55.227011,41.726369,41.486025,0.986137,0.999287,0.996131,0.99613,88.660176,100,98.325425,98.250824
104,10,6.500628214,31.910033,54.916217,41.002779,40.742539,0.982706,0.999146,0.995345,0.995344,85.982127,100,97.790796,97.684912
112,10,5.6234044,31.309339,54.667191,40.380044,40.102638,0.979595,0.999063,0.994483,0.994481,82.641294,100,97.161597,97.017509
120,10,4.950077455,30.668747,54.305505,39.811512,39.519842,0.976732,0.998933,0.993529,0.993527,79.453298,100,96.449039,96.261602
128,10,4.164779461,29.837939,53.859625,39.034671,38.723444,0.970913,0.998762,0.992009,0.992006,74.093684,100,95.127038,94.860961
136,10,3.624519038,29.246743,53.407996,38.401276,38.072728,0.965657,0.998571,0.990503,0.990498,70.451477,100,93.718017,93.370997
144,10,3.071571728,28.603981,52.861186,37.663348,37.316473,0.95848,0.998377,0.988295,0.988287,63.054161,100,91.543812,91.082066
152,10,2.613904045,27.964353,52.450655,36.976665,36.610971,0.950267,0.998186,0.985896,0.985883,57.142777,100,89.011392,88.431176
160,10,2.227070878,27.356604,52.051534,36.246593,35.864295,0.940596,0.997921,0.982777,0.982756,52.373404,100,85.947964,85.242719
168,10,1.875678101,26.633999,51.650542,35.447494,35.052073,0.930251,0.997663,0.978592,0.978559,45.648875,100,82.132963,81.286318
176,10,1.586838136,26.07514,51.093011,34.76513,34.354835,0.917912,0.99718,0.974083,0.974031,40.311124,100,78.030598,77.050439
184,10,1.324140894,25.283504,50.570784,33.965761,33.545421,0.903753,0.996801,0.967791,0.967706,34.478711,100,73.236434,72.098246
192,10,1.112815421,24.510689,50.122179,33.229044,32.799706,0.886828,0.996515,0.960791,0.960658,31.722546,100,68.361668,67.052354
200,10,0.931337608,23.740727,48.699106,32.45818,32.020955,0.871008,0.994631,0.95195,0.951743,28.759018,100,63.179918,61.691802
208,10,0.785654672,22.986822,47.897894,31.752373,31.309291,0.848228,0.99431,0.942122,0.94181,25.472285,100,58.097116,56.379073
216,10,0.65440229,22.248859,47.194025,30.977243,30.530841,0.815665,0.993357,0.929449,0.928969,23.015623,100,52.479941,50.514671
224,10,0.547562925,21.54564,46.284926,30.226805,29.781469,0.781912,0.992224,0.914734,0.914023,20.023676,100,47.21358,44.985403
232,10,0.465230873,20.977783,46.125516,29.535376,29.093127,0.745757,0.991627,0.898947,0.89794,18.762963,100,42.415234,39.920151
240,10,0.402533546,20.361438,44.853875,28.91677,28.476879,0.707116,0.990564,0.882834,0.881467,15.193537,100,38.219889,35.364512
248,10,0.372994463,20.075842,44.318453,28.586295,28.147429,0.686814,0.990246,0.873262,0.871653,12.714651,100,36.073022,33.064527