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<h1>HyperLogLogPlus</h1>
<p><a name="HyperLogLogPlus"></a></p>
<div class="section">
<h2><a name="Preliminaries_-_Distinct_Value_.28cardinality.29_Estimation"></a>Preliminaries - Distinct Value (cardinality) Estimation</h2>
<p>Calculating the number of distinct values (DV) in a specific finite-sized list of values using brute force (e.g. a HashSet) techniques is fairly straight forward provided that linear scaling to your number of values fits within your memory constraints. For many cases, the simple calculation serves just fine. However, in many other instances the simple linear approach simply will not scale as well as we would like, and a more robust algorithm is desirable. Enter probabilistic distinct value estimation algorithms: k-minimum-values (KMV), LogLog, HyperLogLog (HLL), and most recently HyperLogLog++ (HLLP). As data volume grows it becomes impractical to store all values in memory in order to reasonably calculate set cardinality. This is where probabilistic estimation algorithms become extremely useful. Often, we are happy to trade a handful of memory and better performance in exchange for an inexact, yet reasonably close approximation of the actual cardinality.</p></div>
<div class="section">
<h2><a name="The_Case_For_An_Improvement"></a>The Case For An Improvement</h2>
<p>HyperLogLogPlus is an algorithm introduced by Google that builds on the DV estimation capabilities of HLL and improves on accuracy as well as scalability. HLLP not only works well with <i>extremely</i> large data sets (think <i>trillion</i>), but with smaller cardinality sets as well. HyperLogLog is simply not as accurate on the lower end of the cardinality spectrum. In addition, HLLP provides the ability to easily merge estimation sets. Although a data stream may not initially require high cardinality estimates as afforded by HLLP, it will still work accurately and efficiently on the smaller volumes without the need to rewrite code if data volume begins to surpass memory constraints. The paper describing the algorithm can be found here - <a class="externalLink" href="https://research.google.com/pubs/pub40671.html">https://research.google.com/pubs/pub40671.html</a></p></div>
<div class="section">
<h2><a name="Performance_Metrics"></a>Performance Metrics</h2>
<div class="section">
<h3><a name="Overview"></a>Overview</h3>
<p>Below is a table detailing the performance characteristics when running HLLP over multiple data set sizes. There are three primary variables manipulated during the test: cardinality, sparse set precision, and normal set precision. Each of these values will have an impact on error rates, execution time, and total memory consumption.</p></div>
<div class="section">
<h3><a name="Choosing_p.2C_sp"></a>Choosing p, sp</h3>
<p>There is a tradeoff when choosing values for p and sp. A higher value for sp means a lower error rate for instances when the sparse set is being used. However, a higher value for sp also requires more memory, which means the algorithm will cut over to the dense representation more quickly. The Google paper (listed above) recommends settings of p=25, sp=14 for optimal memory use and algorithm accuracy, and these are the defaults provided by the Apache Metron implementation in Stellar. You&#x2019;ll notice in the tests below, memory consumption tops out around 12KB for this setting, regardless of cardinality size.</p></div>
<div class="section">
<h3><a name="Key"></a>Key</h3><hr />
<div>
<div>
<pre class="source">card: cardinality&lt;br&gt;
sp: sparse precision value&lt;br&gt;
p: normal (dense) precision value&lt;br&gt;
err: error as a percent of the expected cardinality&lt;br&gt;
time: total time to add values to the hllp estimator and calculate a cardinality estimate&lt;br&gt;
size: size of the hllp set in bytes once all values have been added for the specified cardinality&lt;br&gt;
l=low, m=mid(based on percentile chosen), h=high, std=standard deviation&lt;br&gt;
</pre></div></div>
</div>
<div class="section">
<h3><a name="Table_Cardinality_200-1000.2C_step_by_200"></a>Table Cardinality 200-1000, step by 200</h3><hr />
<div class="section">
<h4><a name="Options_Used"></a>Options Used</h4>
<div>
<div>
<pre class="source">num trials: 5000
card min: 200
card max: 1000
card step: 200
card start: 200
sp min: 4
sp max: 32
sp step: 4
error percentile: 50.0
time percentile: 50.0
size percentile: 50.0
format err as %: true
</pre></div></div>
<table border="0" class="table table-striped">
<thead>
<tr class="a">
<th>card </th>
<th>sp </th>
<th>p </th>
<th>err l/m/h/std (% of actual) </th>
<th>time l/m/h/std (ms) </th>
<th>size l/m/h/std (b) </th></tr>
</thead><tbody>
<tr class="b">
<td>200 </td>
<td>4 </td>
<td>4 </td>
<td>0.000 / 17.000 / 180.000 / 17.470 </td>
<td>0.070 / 0.118 / 10.092 / 0.204 </td>
<td>218 / 220 / 220 / 1 </td></tr>
<tr class="a">
<td>200 </td>
<td>8 </td>
<td>4 </td>
<td>0.000 / 17.000 / 209.500 / 18.060 </td>
<td>0.071 / 0.085 / 8.786 / 0.128 </td>
<td>219 / 221 / 221 / 1 </td></tr>
<tr class="b">
<td>200 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 3.500 / 21.500 / 3.185 </td>
<td>0.082 / 0.085 / 8.375 / 0.119 </td>
<td>531 / 587 / 637 / 14 </td></tr>
<tr class="a">
<td>200 </td>
<td>12 </td>
<td>4 </td>
<td>0.000 / 17.000 / 174.000 / 17.376 </td>
<td>0.070 / 0.085 / 8.708 / 0.128 </td>
<td>219 / 221 / 221 / 1 </td></tr>
<tr class="b">
<td>200 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 3.000 / 25.500 / 2.847 </td>
<td>0.086 / 0.119 / 8.984 / 0.151 </td>
<td>353 / 372 / 627 / 74 </td></tr>
<tr class="a">
<td>200 </td>
<td>12 </td>
<td>12 </td>
<td>0.000 / 0.500 / 5.500 / 0.659 </td>
<td>0.082 / 0.096 / 17.208 / 0.243 </td>
<td>775 / 816 / 834 / 9 </td></tr>
<tr class="b">
<td>200 </td>
<td>16 </td>
<td>4 </td>
<td>0.000 / 17.500 / 172.000 / 16.622 </td>
<td>0.068 / 0.075 / 9.553 / 0.137 </td>
<td>220 / 222 / 222 / 1 </td></tr>
<tr class="a">
<td>200 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 3.500 / 18.000 / 2.899 </td>
<td>0.095 / 0.118 / 0.663 / 0.031 </td>
<td>354 / 373 / 390 / 5 </td></tr>
<tr class="b">
<td>200 </td>
<td>16 </td>
<td>12 </td>
<td>0.000 / 0.000 / 1.500 / 0.276 </td>
<td>0.085 / 0.108 / 13.977 / 0.199 </td>
<td>802 / 833 / 852 / 6 </td></tr>
<tr class="a">
<td>200 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.000 / 2.500 / 0.279 </td>
<td>0.079 / 0.085 / 0.271 / 0.017 </td>
<td>990 / 1027 / 1044 / 6 </td></tr>
<tr class="b">
<td>200 </td>
<td>20 </td>
<td>4 </td>
<td>0.000 / 17.000 / 209.500 / 17.424 </td>
<td>0.068 / 0.072 / 0.250 / 0.014 </td>
<td>221 / 223 / 223 / 1 </td></tr>
<tr class="a">
<td>200 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 3.500 / 18.000 / 2.944 </td>
<td>0.096 / 0.106 / 13.581 / 0.192 </td>
<td>357 / 374 / 388 / 5 </td></tr>
<tr class="b">
<td>200 </td>
<td>20 </td>
<td>12 </td>
<td>0.000 / 0.000 / 1.000 / 0.066 </td>
<td>0.084 / 0.088 / 1.096 / 0.019 </td>
<td>915 / 945 / 972 / 8 </td></tr>
<tr class="a">
<td>200 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.500 / 0.070 </td>
<td>0.083 / 0.087 / 10.272 / 0.145 </td>
<td>912 / 953 / 982 / 8 </td></tr>
<tr class="b">
<td>200 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.000 / 1.000 / 0.069 </td>
<td>0.079 / 0.081 / 0.210 / 0.017 </td>
<td>1028 / 1056 / 1058 / 2 </td></tr>
<tr class="a">
<td>200 </td>
<td>24 </td>
<td>4 </td>
<td>0.000 / 17.500 / 136.000 / 16.589 </td>
<td>0.068 / 0.071 / 0.952 / 0.025 </td>
<td>221 / 223 / 223 / 1 </td></tr>
<tr class="b">
<td>200 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 3.500 / 18.000 / 2.955 </td>
<td>0.095 / 0.106 / 10.387 / 0.148 </td>
<td>353 / 373 / 390 / 5 </td></tr>
<tr class="a">
<td>200 </td>
<td>24 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.500 / 0.016 </td>
<td>0.082 / 0.083 / 0.235 / 0.014 </td>
<td>1035 / 1048 / 1056 / 3 </td></tr>
<tr class="b">
<td>200 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.500 / 0.012 </td>
<td>0.082 / 0.084 / 10.904 / 0.154 </td>
<td>1038 / 1051 / 1059 / 3 </td></tr>
<tr class="a">
<td>200 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.500 / 0.010 </td>
<td>0.082 / 0.085 / 0.410 / 0.019 </td>
<td>1049 / 1064 / 1082 / 5 </td></tr>
<tr class="b">
<td>200 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.500 / 0.023 </td>
<td>0.079 / 0.084 / 11.926 / 0.168 </td>
<td>1247 / 1264 / 1275 / 4 </td></tr>
<tr class="a">
<td>200 </td>
<td>28 </td>
<td>4 </td>
<td>0.000 / 17.500 / 229.000 / 17.294 </td>
<td>0.068 / 0.072 / 0.369 / 0.015 </td>
<td>222 / 224 / 224 / 1 </td></tr>
<tr class="b">
<td>200 </td>
<td>28 </td>
<td>8 </td>
<td>83.000 / 83.000 / 84.000 / 0.118 </td>
<td>0.093 / 0.098 / 10.918 / 0.157 </td>
<td>272 / 276 / 278 / 1 </td></tr>
<tr class="a">
<td>200 </td>
<td>28 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.500 / 0.016 </td>
<td>0.082 / 0.083 / 10.157 / 0.143 </td>
<td>1032 / 1067 / 1075 / 3 </td></tr>
<tr class="b">
<td>200 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.500 / 0.007 </td>
<td>0.082 / 0.083 / 0.617 / 0.020 </td>
<td>1058 / 1069 / 1077 / 3 </td></tr>
<tr class="a">
<td>200 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.500 / 0.010 </td>
<td>0.082 / 0.085 / 11.619 / 0.165 </td>
<td>1060 / 1071 / 1080 / 3 </td></tr>
<tr class="b">
<td>200 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.500 / 0.007 </td>
<td>0.083 / 0.085 / 0.516 / 0.022 </td>
<td>1065 / 1083 / 1100 / 4 </td></tr>
<tr class="a">
<td>200 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.500 / 0.019 </td>
<td>0.080 / 0.087 / 11.278 / 0.160 </td>
<td>1250 / 1267 / 1278 / 4 </td></tr>
<tr class="b">
<td>200 </td>
<td>32 </td>
<td>4 </td>
<td>0.000 / 18.000 / 175.500 / 17.157 </td>
<td>0.068 / 0.078 / 0.223 / 0.019 </td>
<td>222 / 224 / 224 / 1 </td></tr>
<tr class="a">
<td>200 </td>
<td>32 </td>
<td>8 </td>
<td>99.000 / 99.000 / 99.000 / 0.000 </td>
<td>0.093 / 0.107 / 11.695 / 0.167 </td>
<td>258 / 258 / 258 / 0 </td></tr>
<tr class="b">
<td>200 </td>
<td>32 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.500 / 0.014 </td>
<td>0.081 / 0.084 / 8.906 / 0.126 </td>
<td>1060 / 1071 / 1075 / 2 </td></tr>
<tr class="a">
<td>200 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.500 / 0.010 </td>
<td>0.082 / 0.085 / 1.458 / 0.027 </td>
<td>1061 / 1073 / 1077 / 2 </td></tr>
<tr class="b">
<td>200 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.500 / 0.012 </td>
<td>0.082 / 0.084 / 10.499 / 0.148 </td>
<td>1065 / 1074 / 1079 / 2 </td></tr>
<tr class="a">
<td>200 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.500 / 0.012 </td>
<td>0.082 / 0.085 / 0.420 / 0.020 </td>
<td>1066 / 1075 / 1082 / 2 </td></tr>
<tr class="b">
<td>200 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.500 / 0.016 </td>
<td>0.082 / 0.086 / 8.753 / 0.124 </td>
<td>1076 / 1088 / 1102 / 4 </td></tr>
<tr class="a">
<td>200 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.500 / 0.010 </td>
<td>0.080 / 0.081 / 13.248 / 0.188 </td>
<td>1249 / 1268 / 1279 / 4 </td></tr>
<tr class="b">
<td>400 </td>
<td>4 </td>
<td>4 </td>
<td>0.000 / 17.500 / 175.250 / 17.530 </td>
<td>0.136 / 0.142 / 0.591 / 0.035 </td>
<td>218 / 220 / 220 / 0 </td></tr>
<tr class="a">
<td>400 </td>
<td>8 </td>
<td>4 </td>
<td>0.000 / 17.000 / 148.500 / 17.174 </td>
<td>0.136 / 0.156 / 12.882 / 0.241 </td>
<td>219 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>400 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 3.500 / 21.250 / 3.215 </td>
<td>0.159 / 0.186 / 10.396 / 0.151 </td>
<td>375 / 387 / 802 / 62 </td></tr>
<tr class="a">
<td>400 </td>
<td>12 </td>
<td>4 </td>
<td>0.000 / 17.750 / 166.000 / 17.363 </td>
<td>0.135 / 0.142 / 11.607 / 0.165 </td>
<td>219 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>400 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 3.250 / 23.750 / 3.133 </td>
<td>0.166 / 0.179 / 8.713 / 0.130 </td>
<td>376 / 387 / 401 / 3 </td></tr>
<tr class="a">
<td>400 </td>
<td>12 </td>
<td>12 </td>
<td>0.000 / 0.750 / 4.250 / 0.706 </td>
<td>0.159 / 0.163 / 10.537 / 0.189 </td>
<td>1334 / 1387 / 1434 / 14 </td></tr>
<tr class="b">
<td>400 </td>
<td>16 </td>
<td>4 </td>
<td>0.000 / 17.125 / 163.250 / 17.208 </td>
<td>0.135 / 0.138 / 12.403 / 0.178 </td>
<td>220 / 222 / 222 / 0 </td></tr>
<tr class="a">
<td>400 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 3.250 / 23.500 / 3.126 </td>
<td>0.165 / 0.179 / 9.985 / 0.147 </td>
<td>378 / 388 / 401 / 3 </td></tr>
<tr class="b">
<td>400 </td>
<td>16 </td>
<td>12 </td>
<td>0.000 / 0.250 / 1.500 / 0.195 </td>
<td>0.166 / 0.173 / 10.434 / 0.150 </td>
<td>1414 / 1446 / 1475 / 8 </td></tr>
<tr class="a">
<td>400 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.250 / 1.750 / 0.194 </td>
<td>0.160 / 0.177 / 1.300 / 0.048 </td>
<td>1761 / 1798 / 1825 / 8 </td></tr>
<tr class="b">
<td>400 </td>
<td>20 </td>
<td>4 </td>
<td>0.000 / 17.750 / 270.750 / 17.592 </td>
<td>0.135 / 0.149 / 8.814 / 0.128 </td>
<td>221 / 223 / 223 / 0 </td></tr>
<tr class="a">
<td>400 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 3.500 / 23.000 / 3.103 </td>
<td>0.165 / 0.183 / 9.271 / 0.139 </td>
<td>379 / 389 / 398 / 3 </td></tr>
<tr class="b">
<td>400 </td>
<td>20 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.500 / 0.066 </td>
<td>0.164 / 0.182 / 11.093 / 0.162 </td>
<td>1617 / 1652 / 1683 / 10 </td></tr>
<tr class="a">
<td>400 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.500 / 0.070 </td>
<td>0.166 / 0.170 / 8.676 / 0.128 </td>
<td>1624 / 1665 / 1706 / 10 </td></tr>
<tr class="b">
<td>400 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.750 / 0.069 </td>
<td>0.159 / 0.162 / 12.846 / 0.183 </td>
<td>1840 / 1853 / 1856 / 2 </td></tr>
<tr class="a">
<td>400 </td>
<td>24 </td>
<td>4 </td>
<td>0.000 / 16.750 / 174.750 / 16.786 </td>
<td>0.135 / 0.145 / 8.586 / 0.128 </td>
<td>221 / 223 / 223 / 0 </td></tr>
<tr class="b">
<td>400 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 3.500 / 24.500 / 3.090 </td>
<td>0.165 / 0.179 / 11.344 / 0.164 </td>
<td>377 / 389 / 399 / 3 </td></tr>
<tr class="a">
<td>400 </td>
<td>24 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.250 / 0.016 </td>
<td>0.164 / 0.183 / 10.708 / 0.159 </td>
<td>1828 / 1841 / 1852 / 4 </td></tr>
<tr class="b">
<td>400 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.250 / 0.017 </td>
<td>0.164 / 0.172 / 11.180 / 0.161 </td>
<td>1830 / 1844 / 1855 / 4 </td></tr>
<tr class="a">
<td>400 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.250 / 0.015 </td>
<td>0.166 / 0.170 / 9.589 / 0.140 </td>
<td>1843 / 1868 / 1890 / 6 </td></tr>
<tr class="b">
<td>400 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.250 / 0.022 </td>
<td>0.160 / 0.162 / 9.137 / 0.134 </td>
<td>2213 / 2232 / 2247 / 5 </td></tr>
<tr class="a">
<td>400 </td>
<td>28 </td>
<td>4 </td>
<td>0.000 / 18.250 / 164.000 / 16.587 </td>
<td>0.135 / 0.144 / 14.520 / 0.209 </td>
<td>222 / 224 / 224 / 0 </td></tr>
<tr class="b">
<td>400 </td>
<td>28 </td>
<td>8 </td>
<td>33.000 / 47.750 / 56.750 / 3.588 </td>
<td>0.164 / 0.168 / 1.305 / 0.052 </td>
<td>355 / 375 / 394 / 5 </td></tr>
<tr class="a">
<td>400 </td>
<td>28 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.250 / 0.006 </td>
<td>0.165 / 0.178 / 11.264 / 0.167 </td>
<td>1837 / 1848 / 1854 / 3 </td></tr>
<tr class="b">
<td>400 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.250 / 0.014 </td>
<td>0.164 / 0.167 / 8.689 / 0.130 </td>
<td>1838 / 1850 / 1857 / 3 </td></tr>
<tr class="a">
<td>400 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.250 / 0.011 </td>
<td>0.164 / 0.167 / 10.679 / 0.159 </td>
<td>1839 / 1852 / 1863 / 3 </td></tr>
<tr class="b">
<td>400 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.250 / 0.011 </td>
<td>0.166 / 0.175 / 12.887 / 0.190 </td>
<td>1857 / 1875 / 1896 / 5 </td></tr>
<tr class="a">
<td>400 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.250 / 0.015 </td>
<td>0.160 / 0.196 / 1.478 / 0.071 </td>
<td>2217 / 2235 / 2252 / 5 </td></tr>
<tr class="b">
<td>400 </td>
<td>32 </td>
<td>4 </td>
<td>0.000 / 17.500 / 183.750 / 19.308 </td>
<td>0.135 / 0.142 / 9.949 / 0.148 </td>
<td>222 / 224 / 224 / 0 </td></tr>
<tr class="a">
<td>400 </td>
<td>32 </td>
<td>8 </td>
<td>46.500 / 56.250 / 63.250 / 2.194 </td>
<td>0.164 / 0.181 / 1.209 / 0.063 </td>
<td>349 / 370 / 390 / 5 </td></tr>
<tr class="b">
<td>400 </td>
<td>32 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.250 / 0.012 </td>
<td>0.164 / 0.171 / 11.529 / 0.170 </td>
<td>1837 / 1848 / 1854 / 3 </td></tr>
<tr class="a">
<td>400 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.250 / 0.016 </td>
<td>0.164 / 0.167 / 10.276 / 0.154 </td>
<td>1836 / 1850 / 1856 / 3 </td></tr>
<tr class="b">
<td>400 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.250 / 0.015 </td>
<td>0.164 / 0.184 / 11.611 / 0.227 </td>
<td>1839 / 1851 / 1858 / 3 </td></tr>
<tr class="a">
<td>400 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.250 / 0.012 </td>
<td>0.165 / 0.171 / 9.313 / 0.143 </td>
<td>1842 / 1853 / 1862 / 3 </td></tr>
<tr class="b">
<td>400 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.250 / 0.013 </td>
<td>0.166 / 0.180 / 10.708 / 0.162 </td>
<td>1860 / 1877 / 1900 / 5 </td></tr>
<tr class="a">
<td>400 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.250 / 0.014 </td>
<td>0.160 / 0.166 / 1.205 / 0.057 </td>
<td>2217 / 2235 / 2249 / 5 </td></tr>
<tr class="b">
<td>600 </td>
<td>4 </td>
<td>4 </td>
<td>0.000 / 17.333 / 219.667 / 17.222 </td>
<td>0.202 / 0.240 / 13.390 / 0.237 </td>
<td>218 / 220 / 220 / 0 </td></tr>
<tr class="a">
<td>600 </td>
<td>8 </td>
<td>4 </td>
<td>0.000 / 17.417 / 231.333 / 17.340 </td>
<td>0.202 / 0.224 / 9.662 / 0.150 </td>
<td>220 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>600 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 3.500 / 24.333 / 3.240 </td>
<td>0.234 / 0.271 / 11.443 / 0.216 </td>
<td>382 / 392 / 403 / 3 </td></tr>
<tr class="a">
<td>600 </td>
<td>12 </td>
<td>4 </td>
<td>0.000 / 17.167 / 188.167 / 17.324 </td>
<td>0.202 / 0.210 / 1.320 / 0.055 </td>
<td>219 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>600 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 3.500 / 23.833 / 3.243 </td>
<td>0.235 / 0.246 / 10.821 / 0.164 </td>
<td>382 / 392 / 403 / 3 </td></tr>
<tr class="a">
<td>600 </td>
<td>12 </td>
<td>12 </td>
<td>0.000 / 0.667 / 4.500 / 0.694 </td>
<td>0.240 / 0.259 / 12.004 / 0.183 </td>
<td>2015 / 2101 / 2178 / 21 </td></tr>
<tr class="b">
<td>600 </td>
<td>16 </td>
<td>4 </td>
<td>0.000 / 17.500 / 170.000 / 17.882 </td>
<td>0.202 / 0.218 / 9.208 / 0.140 </td>
<td>221 / 222 / 222 / 0 </td></tr>
<tr class="a">
<td>600 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 3.667 / 22.667 / 3.276 </td>
<td>0.234 / 0.251 / 12.301 / 0.237 </td>
<td>383 / 393 / 408 / 3 </td></tr>
<tr class="b">
<td>600 </td>
<td>16 </td>
<td>12 </td>
<td>0.000 / 0.167 / 1.000 / 0.170 </td>
<td>0.250 / 0.284 / 12.000 / 0.180 </td>
<td>2199 / 2243 / 2282 / 12 </td></tr>
<tr class="a">
<td>600 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.167 / 1.167 / 0.171 </td>
<td>0.239 / 0.291 / 21.163 / 0.333 </td>
<td>2811 / 2859 / 2901 / 13 </td></tr>
<tr class="b">
<td>600 </td>
<td>20 </td>
<td>4 </td>
<td>0.000 / 17.667 / 176.667 / 18.162 </td>
<td>0.202 / 0.223 / 16.405 / 0.275 </td>
<td>221 / 223 / 223 / 0 </td></tr>
<tr class="a">
<td>600 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 3.500 / 20.833 / 3.180 </td>
<td>0.234 / 0.243 / 5.621 / 0.104 </td>
<td>385 / 394 / 405 / 3 </td></tr>
<tr class="b">
<td>600 </td>
<td>20 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.500 / 0.066 </td>
<td>0.246 / 0.281 / 19.279 / 0.390 </td>
<td>2541 / 2604 / 2663 / 15 </td></tr>
<tr class="a">
<td>600 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.667 / 0.071 </td>
<td>0.248 / 0.258 / 24.627 / 0.387 </td>
<td>2569 / 2627 / 2682 / 15 </td></tr>
<tr class="b">
<td>600 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.500 / 0.069 </td>
<td>0.239 / 0.246 / 13.606 / 0.248 </td>
<td>2938 / 2954 / 2972 / 3 </td></tr>
<tr class="a">
<td>600 </td>
<td>24 </td>
<td>4 </td>
<td>0.000 / 17.333 / 210.333 / 18.157 </td>
<td>0.202 / 0.218 / 11.991 / 0.180 </td>
<td>222 / 223 / 223 / 0 </td></tr>
<tr class="b">
<td>600 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 3.667 / 21.167 / 3.184 </td>
<td>0.234 / 0.258 / 11.130 / 0.238 </td>
<td>385 / 394 / 406 / 3 </td></tr>
<tr class="a">
<td>600 </td>
<td>24 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.167 / 0.017 </td>
<td>0.246 / 0.272 / 12.032 / 0.191 </td>
<td>2912 / 2935 / 2954 / 5 </td></tr>
<tr class="b">
<td>600 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.167 / 0.019 </td>
<td>0.246 / 0.268 / 19.358 / 0.282 </td>
<td>2916 / 2940 / 2959 / 6 </td></tr>
<tr class="a">
<td>600 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.167 / 0.015 </td>
<td>0.248 / 0.259 / 20.293 / 0.343 </td>
<td>2948 / 2980 / 3009 / 9 </td></tr>
<tr class="b">
<td>600 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.167 / 0.017 </td>
<td>0.239 / 0.252 / 11.721 / 0.230 </td>
<td>3586 / 3618 / 3643 / 7 </td></tr>
<tr class="a">
<td>600 </td>
<td>28 </td>
<td>4 </td>
<td>0.000 / 17.667 / 182.667 / 17.309 </td>
<td>0.202 / 0.210 / 11.957 / 0.177 </td>
<td>223 / 224 / 224 / 0 </td></tr>
<tr class="b">
<td>600 </td>
<td>28 </td>
<td>8 </td>
<td>10.333 / 28.000 / 42.833 / 3.687 </td>
<td>0.233 / 0.238 / 10.166 / 0.210 </td>
<td>377 / 392 / 403 / 3 </td></tr>
<tr class="a">
<td>600 </td>
<td>28 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.333 / 0.013 </td>
<td>0.246 / 0.252 / 9.907 / 0.158 </td>
<td>3005 / 3024 / 3041 / 5 </td></tr>
<tr class="b">
<td>600 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.167 / 0.012 </td>
<td>0.246 / 0.256 / 18.673 / 0.273 </td>
<td>3007 / 3026 / 3045 / 5 </td></tr>
<tr class="a">
<td>600 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.167 / 0.011 </td>
<td>0.246 / 0.283 / 17.762 / 0.355 </td>
<td>3005 / 3029 / 3047 / 6 </td></tr>
<tr class="b">
<td>600 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.167 / 0.011 </td>
<td>0.248 / 0.254 / 8.821 / 0.138 </td>
<td>3035 / 3065 / 3098 / 8 </td></tr>
<tr class="a">
<td>600 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.167 / 0.011 </td>
<td>0.239 / 0.242 / 12.171 / 0.177 </td>
<td>3589 / 3621 / 3646 / 7 </td></tr>
<tr class="b">
<td>600 </td>
<td>32 </td>
<td>4 </td>
<td>0.000 / 17.333 / 200.000 / 18.294 </td>
<td>0.202 / 0.205 / 9.036 / 0.138 </td>
<td>223 / 224 / 224 / 0 </td></tr>
<tr class="a">
<td>600 </td>
<td>32 </td>
<td>8 </td>
<td>25.167 / 37.167 / 46.833 / 3.185 </td>
<td>0.232 / 0.236 / 9.061 / 0.144 </td>
<td>377 / 389 / 403 / 3 </td></tr>
<tr class="b">
<td>600 </td>
<td>32 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.167 / 0.013 </td>
<td>0.246 / 0.256 / 11.119 / 0.169 </td>
<td>3028 / 3043 / 3055 / 4 </td></tr>
<tr class="a">
<td>600 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.167 / 0.010 </td>
<td>0.246 / 0.257 / 11.557 / 0.213 </td>
<td>3030 / 3045 / 3057 / 4 </td></tr>
<tr class="b">
<td>600 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.167 / 0.011 </td>
<td>0.246 / 0.266 / 20.353 / 0.295 </td>
<td>3030 / 3047 / 3071 / 4 </td></tr>
<tr class="a">
<td>600 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.167 / 0.012 </td>
<td>0.246 / 0.270 / 11.461 / 0.183 </td>
<td>3035 / 3050 / 3073 / 4 </td></tr>
<tr class="b">
<td>600 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.167 / 0.013 </td>
<td>0.248 / 0.260 / 11.755 / 0.242 </td>
<td>3060 / 3085 / 3108 / 7 </td></tr>
<tr class="a">
<td>600 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.167 / 0.012 </td>
<td>0.239 / 0.248 / 10.380 / 0.157 </td>
<td>3593 / 3621 / 3645 / 7 </td></tr>
<tr class="b">
<td>800 </td>
<td>4 </td>
<td>4 </td>
<td>0.000 / 17.250 / 188.250 / 17.248 </td>
<td>0.269 / 0.280 / 10.818 / 0.212 </td>
<td>219 / 220 / 220 / 0 </td></tr>
<tr class="a">
<td>800 </td>
<td>8 </td>
<td>4 </td>
<td>0.000 / 17.875 / 184.125 / 17.721 </td>
<td>0.270 / 0.298 / 16.706 / 0.252 </td>
<td>220 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>800 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 3.625 / 22.000 / 3.420 </td>
<td>0.303 / 0.315 / 12.489 / 0.243 </td>
<td>386 / 395 / 406 / 3 </td></tr>
<tr class="a">
<td>800 </td>
<td>12 </td>
<td>4 </td>
<td>0.000 / 17.750 / 196.500 / 16.870 </td>
<td>0.269 / 0.289 / 13.533 / 0.235 </td>
<td>220 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>800 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 3.750 / 25.875 / 3.359 </td>
<td>0.303 / 0.330 / 18.306 / 0.365 </td>
<td>386 / 395 / 408 / 3 </td></tr>
<tr class="a">
<td>800 </td>
<td>12 </td>
<td>12 </td>
<td>0.000 / 0.750 / 4.375 / 0.677 </td>
<td>0.322 / 0.357 / 20.131 / 0.350 </td>
<td>2449 / 2603 / 2694 / 27 </td></tr>
<tr class="b">
<td>800 </td>
<td>16 </td>
<td>4 </td>
<td>0.000 / 17.750 / 195.250 / 17.455 </td>
<td>0.269 / 0.274 / 10.472 / 0.205 </td>
<td>221 / 222 / 222 / 0 </td></tr>
<tr class="a">
<td>800 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 3.750 / 20.375 / 3.357 </td>
<td>0.302 / 0.308 / 10.637 / 0.165 </td>
<td>386 / 396 / 409 / 3 </td></tr>
<tr class="b">
<td>800 </td>
<td>16 </td>
<td>12 </td>
<td>0.000 / 0.125 / 1.375 / 0.170 </td>
<td>0.334 / 0.344 / 10.745 / 0.221 </td>
<td>2712 / 2836 / 2882 / 15 </td></tr>
<tr class="a">
<td>800 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.250 / 1.375 / 0.169 </td>
<td>0.321 / 0.334 / 13.979 / 0.252 </td>
<td>3390 / 3625 / 3668 / 19 </td></tr>
<tr class="b">
<td>800 </td>
<td>20 </td>
<td>4 </td>
<td>0.000 / 17.750 / 220.750 / 17.953 </td>
<td>0.269 / 0.281 / 9.422 / 0.148 </td>
<td>222 / 223 / 223 / 0 </td></tr>
<tr class="a">
<td>800 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 3.750 / 21.875 / 3.305 </td>
<td>0.302 / 0.358 / 24.073 / 0.435 </td>
<td>387 / 397 / 408 / 3 </td></tr>
<tr class="b">
<td>800 </td>
<td>20 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.500 / 0.067 </td>
<td>0.331 / 0.345 / 13.461 / 0.211 </td>
<td>3249 / 3304 / 3360 / 17 </td></tr>
<tr class="a">
<td>800 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.500 / 0.069 </td>
<td>0.333 / 0.349 / 8.271 / 0.146 </td>
<td>3190 / 3331 / 3392 / 17 </td></tr>
<tr class="b">
<td>800 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.375 / 0.069 </td>
<td>0.320 / 0.335 / 11.307 / 0.239 </td>
<td>3539 / 3752 / 3771 / 5 </td></tr>
<tr class="a">
<td>800 </td>
<td>24 </td>
<td>4 </td>
<td>0.000 / 17.125 / 184.500 / 18.184 </td>
<td>0.269 / 0.283 / 1.541 / 0.079 </td>
<td>222 / 223 / 223 / 0 </td></tr>
<tr class="b">
<td>800 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 3.625 / 23.125 / 3.301 </td>
<td>0.302 / 0.317 / 10.845 / 0.169 </td>
<td>388 / 397 / 409 / 3 </td></tr>
<tr class="a">
<td>800 </td>
<td>24 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.250 / 0.017 </td>
<td>0.330 / 0.352 / 10.221 / 0.244 </td>
<td>3703 / 3729 / 3749 / 6 </td></tr>
<tr class="b">
<td>800 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.250 / 0.018 </td>
<td>0.330 / 0.344 / 13.454 / 0.239 </td>
<td>3711 / 3734 / 3753 / 6 </td></tr>
<tr class="a">
<td>800 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.250 / 0.018 </td>
<td>0.333 / 0.348 / 16.987 / 0.374 </td>
<td>3751 / 3786 / 3826 / 10 </td></tr>
<tr class="b">
<td>800 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.250 / 0.018 </td>
<td>0.320 / 0.333 / 17.097 / 0.288 </td>
<td>4567 / 4605 / 4630 / 8 </td></tr>
<tr class="a">
<td>800 </td>
<td>28 </td>
<td>4 </td>
<td>0.000 / 17.375 / 326.125 / 18.121 </td>
<td>0.269 / 0.274 / 9.600 / 0.149 </td>
<td>223 / 224 / 224 / 0 </td></tr>
<tr class="b">
<td>800 </td>
<td>28 </td>
<td>8 </td>
<td>0.375 / 19.875 / 34.500 / 4.445 </td>
<td>0.302 / 0.313 / 10.025 / 0.181 </td>
<td>387 / 397 / 409 / 3 </td></tr>
<tr class="a">
<td>800 </td>
<td>28 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.125 / 0.011 </td>
<td>0.330 / 0.343 / 11.347 / 0.216 </td>
<td>3797 / 3821 / 3839 / 6 </td></tr>
<tr class="b">
<td>800 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.125 / 0.010 </td>
<td>0.330 / 0.344 / 10.748 / 0.219 </td>
<td>3801 / 3823 / 3843 / 6 </td></tr>
<tr class="a">
<td>800 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.125 / 0.011 </td>
<td>0.330 / 0.355 / 15.268 / 0.314 </td>
<td>3802 / 3827 / 3845 / 6 </td></tr>
<tr class="b">
<td>800 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.125 / 0.011 </td>
<td>0.334 / 0.360 / 11.192 / 0.243 </td>
<td>3841 / 3874 / 3905 / 9 </td></tr>
<tr class="a">
<td>800 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.250 / 0.011 </td>
<td>0.321 / 0.334 / 1.757 / 0.095 </td>
<td>4575 / 4609 / 4635 / 8 </td></tr>
<tr class="b">
<td>800 </td>
<td>32 </td>
<td>4 </td>
<td>0.000 / 17.125 / 161.000 / 18.370 </td>
<td>0.269 / 0.279 / 20.700 / 0.344 </td>
<td>223 / 224 / 224 / 0 </td></tr>
<tr class="a">
<td>800 </td>
<td>32 </td>
<td>8 </td>
<td>10.500 / 27.750 / 39.500 / 3.883 </td>
<td>0.301 / 0.333 / 18.781 / 0.332 </td>
<td>385 / 395 / 406 / 3 </td></tr>
<tr class="b">
<td>800 </td>
<td>32 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.250 / 0.011 </td>
<td>0.330 / 0.371 / 18.883 / 0.317 </td>
<td>3823 / 3840 / 3853 / 4 </td></tr>
<tr class="a">
<td>800 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.125 / 0.011 </td>
<td>0.330 / 0.353 / 9.319 / 0.195 </td>
<td>3824 / 3842 / 3855 / 4 </td></tr>
<tr class="b">
<td>800 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.125 / 0.012 </td>
<td>0.330 / 0.353 / 15.582 / 0.305 </td>
<td>3826 / 3843 / 3859 / 4 </td></tr>
<tr class="a">
<td>800 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.125 / 0.013 </td>
<td>0.330 / 0.349 / 11.346 / 0.234 </td>
<td>3830 / 3847 / 3862 / 5 </td></tr>
<tr class="b">
<td>800 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.250 / 0.013 </td>
<td>0.333 / 0.368 / 14.482 / 0.309 </td>
<td>3866 / 3894 / 3925 / 8 </td></tr>
<tr class="a">
<td>800 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.125 / 0.012 </td>
<td>0.320 / 0.335 / 17.771 / 0.295 </td>
<td>4576 / 4608 / 4633 / 8 </td></tr>
<tr class="b">
<td>1000 </td>
<td>4 </td>
<td>4 </td>
<td>0.000 / 17.800 / 187.500 / 18.576 </td>
<td>0.337 / 0.374 / 10.384 / 0.179 </td>
<td>219 / 220 / 220 / 0 </td></tr>
<tr class="a">
<td>1000 </td>
<td>8 </td>
<td>4 </td>
<td>0.000 / 17.600 / 181.100 / 18.035 </td>
<td>0.336 / 0.372 / 13.220 / 0.262 </td>
<td>220 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>1000 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 3.900 / 23.100 / 3.425 </td>
<td>0.371 / 0.398 / 9.495 / 0.175 </td>
<td>386 / 398 / 409 / 3 </td></tr>
<tr class="a">
<td>1000 </td>
<td>12 </td>
<td>4 </td>
<td>0.000 / 17.600 / 178.900 / 17.559 </td>
<td>0.336 / 0.351 / 11.176 / 0.265 </td>
<td>220 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>1000 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 3.800 / 22.700 / 3.438 </td>
<td>0.371 / 0.392 / 10.942 / 0.188 </td>
<td>387 / 398 / 411 / 3 </td></tr>
<tr class="a">
<td>1000 </td>
<td>12 </td>
<td>12 </td>
<td>0.000 / 0.800 / 4.200 / 0.684 </td>
<td>0.403 / 0.443 / 11.219 / 0.279 </td>
<td>2971 / 3242 / 3364 / 39 </td></tr>
<tr class="b">
<td>1000 </td>
<td>16 </td>
<td>4 </td>
<td>0.000 / 17.600 / 184.300 / 17.148 </td>
<td>0.336 / 0.368 / 21.656 / 0.350 </td>
<td>221 / 222 / 222 / 0 </td></tr>
<tr class="a">
<td>1000 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 3.800 / 21.900 / 3.350 </td>
<td>0.369 / 0.385 / 15.840 / 0.277 </td>
<td>388 / 399 / 412 / 3 </td></tr>
<tr class="b">
<td>1000 </td>
<td>16 </td>
<td>12 </td>
<td>0.000 / 0.200 / 1.200 / 0.174 </td>
<td>0.422 / 0.438 / 16.035 / 0.335 </td>
<td>3428 / 3530 / 3628 / 16 </td></tr>
<tr class="a">
<td>1000 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.200 / 1.200 / 0.173 </td>
<td>0.405 / 0.420 / 13.370 / 0.305 </td>
<td>4314 / 4484 / 4573 / 20 </td></tr>
<tr class="b">
<td>1000 </td>
<td>20 </td>
<td>4 </td>
<td>0.000 / 17.600 / 223.000 / 16.968 </td>
<td>0.336 / 0.372 / 17.746 / 0.392 </td>
<td>222 / 223 / 223 / 0 </td></tr>
<tr class="a">
<td>1000 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 3.800 / 21.400 / 3.384 </td>
<td>0.369 / 0.419 / 16.486 / 0.257 </td>
<td>389 / 400 / 412 / 3 </td></tr>
<tr class="b">
<td>1000 </td>
<td>20 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.400 / 0.068 </td>
<td>0.417 / 0.446 / 12.313 / 0.265 </td>
<td>3954 / 4099 / 4158 / 18 </td></tr>
<tr class="a">
<td>1000 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.500 / 0.069 </td>
<td>0.422 / 0.439 / 11.284 / 0.262 </td>
<td>4016 / 4134 / 4211 / 19 </td></tr>
<tr class="b">
<td>1000 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.600 / 0.069 </td>
<td>0.404 / 0.429 / 16.987 / 0.335 </td>
<td>4517 / 4641 / 4651 / 5 </td></tr>
<tr class="a">
<td>1000 </td>
<td>24 </td>
<td>4 </td>
<td>0.000 / 17.600 / 226.700 / 17.761 </td>
<td>0.339 / 0.351 / 12.804 / 0.275 </td>
<td>222 / 223 / 223 / 0 </td></tr>
<tr class="b">
<td>1000 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 3.800 / 24.100 / 3.403 </td>
<td>0.371 / 0.406 / 15.710 / 0.298 </td>
<td>390 / 400 / 412 / 3 </td></tr>
<tr class="a">
<td>1000 </td>
<td>24 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.200 / 0.018 </td>
<td>0.417 / 0.449 / 12.253 / 0.294 </td>
<td>4494 / 4614 / 4636 / 7 </td></tr>
<tr class="b">
<td>1000 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.100 / 0.018 </td>
<td>0.417 / 0.434 / 11.046 / 0.254 </td>
<td>4594 / 4620 / 4641 / 7 </td></tr>
<tr class="a">
<td>1000 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.200 / 0.019 </td>
<td>0.422 / 0.458 / 13.433 / 0.270 </td>
<td>4645 / 4682 / 4722 / 11 </td></tr>
<tr class="b">
<td>1000 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.200 / 0.016 </td>
<td>0.405 / 0.435 / 11.470 / 0.189 </td>
<td>5635 / 5672 / 5703 / 9 </td></tr>
<tr class="a">
<td>1000 </td>
<td>28 </td>
<td>4 </td>
<td>0.000 / 17.200 / 148.500 / 17.046 </td>
<td>0.338 / 0.363 / 20.446 / 0.380 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="b">
<td>1000 </td>
<td>28 </td>
<td>8 </td>
<td>0.000 / 15.100 / 30.700 / 4.794 </td>
<td>0.371 / 0.389 / 18.272 / 0.359 </td>
<td>390 / 400 / 411 / 3 </td></tr>
<tr class="a">
<td>1000 </td>
<td>28 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.100 / 0.013 </td>
<td>0.417 / 0.432 / 13.575 / 0.264 </td>
<td>4677 / 4700 / 4719 / 6 </td></tr>
<tr class="b">
<td>1000 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.200 / 0.013 </td>
<td>0.417 / 0.435 / 18.060 / 0.381 </td>
<td>4545 / 4702 / 4723 / 6 </td></tr>
<tr class="a">
<td>1000 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.200 / 0.013 </td>
<td>0.417 / 0.448 / 17.596 / 0.344 </td>
<td>4679 / 4707 / 4728 / 6 </td></tr>
<tr class="b">
<td>1000 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.200 / 0.012 </td>
<td>0.421 / 0.454 / 13.807 / 0.297 </td>
<td>4733 / 4764 / 4801 / 10 </td></tr>
<tr class="a">
<td>1000 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.200 / 0.013 </td>
<td>0.406 / 0.456 / 20.533 / 0.353 </td>
<td>5646 / 5675 / 5704 / 9 </td></tr>
<tr class="b">
<td>1000 </td>
<td>32 </td>
<td>4 </td>
<td>0.000 / 18.150 / 177.600 / 19.537 </td>
<td>0.338 / 0.352 / 12.293 / 0.252 </td>
<td>223 / 224 / 224 / 0 </td></tr>
<tr class="a">
<td>1000 </td>
<td>32 </td>
<td>8 </td>
<td>1.500 / 22.100 / 35.100 / 4.399 </td>
<td>0.371 / 0.407 / 17.782 / 0.386 </td>
<td>388 / 398 / 412 / 3 </td></tr>
<tr class="b">
<td>1000 </td>
<td>32 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.200 / 0.011 </td>
<td>0.417 / 0.435 / 11.830 / 0.247 </td>
<td>4698 / 4717 / 4730 / 5 </td></tr>
<tr class="a">
<td>1000 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.200 / 0.013 </td>
<td>0.417 / 0.443 / 18.214 / 0.276 </td>
<td>4700 / 4719 / 4733 / 5 </td></tr>
<tr class="b">
<td>1000 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.200 / 0.012 </td>
<td>0.417 / 0.437 / 11.208 / 0.232 </td>
<td>4703 / 4720 / 4737 / 5 </td></tr>
<tr class="a">
<td>1000 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.200 / 0.013 </td>
<td>0.417 / 0.448 / 18.288 / 0.405 </td>
<td>4706 / 4724 / 4740 / 5 </td></tr>
<tr class="b">
<td>1000 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.200 / 0.011 </td>
<td>0.420 / 0.437 / 13.389 / 0.245 </td>
<td>4613 / 4782 / 4814 / 9 </td></tr>
<tr class="a">
<td>1000 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>0.406 / 0.424 / 12.513 / 0.232 </td>
<td>5641 / 5675 / 5704 / 9 </td></tr>
</tbody>
</table></div></div></div>
<div class="section">
<h2><a name="Table_Cardinality_1500-5000.2C_step_by_500"></a>Table Cardinality 1500-5000, step by 500</h2>
<div class="section">
<div class="section">
<h4><a name="Options_Used"></a>Options Used</h4>
<div>
<div>
<pre class="source">num trials: 5000
card min: 1500
card max: 5000
card step: 500
card start: 1500
sp min: 4
sp max: 32
sp step: 4
error percentile: 50.0
time percentile: 50.0
size percentile: 50.0
format err as %: true
</pre></div></div>
<table border="0" class="table table-striped">
<thead>
<tr class="a">
<th>card </th>
<th>sp </th>
<th>p </th>
<th>err l/m/h/std (% of actual) </th>
<th>time l/m/h/std (ms) </th>
<th>size l/m/h/std (b) </th></tr>
</thead><tbody>
<tr class="b">
<td>1500 </td>
<td>4 </td>
<td>4 </td>
<td>0.000 / 17.600 / 254.400 / 17.627 </td>
<td>0.501 / 0.612 / 19.629 / 0.593 </td>
<td>220 / 220 / 220 / 0 </td></tr>
<tr class="a">
<td>1500 </td>
<td>8 </td>
<td>4 </td>
<td>0.000 / 17.600 / 158.133 / 16.980 </td>
<td>0.506 / 0.594 / 16.843 / 0.493 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>1500 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 4.000 / 23.933 / 3.590 </td>
<td>0.533 / 0.567 / 11.059 / 0.259 </td>
<td>392 / 404 / 416 / 3 </td></tr>
<tr class="a">
<td>1500 </td>
<td>12 </td>
<td>4 </td>
<td>0.000 / 18.067 / 208.733 / 17.934 </td>
<td>0.505 / 0.531 / 20.544 / 0.368 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>1500 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 4.067 / 22.133 / 3.579 </td>
<td>0.529 / 0.576 / 22.421 / 0.453 </td>
<td>391 / 404 / 416 / 3 </td></tr>
<tr class="a">
<td>1500 </td>
<td>12 </td>
<td>12 </td>
<td>0.000 / 0.800 / 4.133 / 0.707 </td>
<td>0.607 / 0.638 / 15.124 / 0.329 </td>
<td>4338 / 4489 / 4656 / 43 </td></tr>
<tr class="b">
<td>1500 </td>
<td>16 </td>
<td>4 </td>
<td>0.000 / 17.200 / 167.333 / 17.918 </td>
<td>0.508 / 0.546 / 17.715 / 0.381 </td>
<td>221 / 222 / 222 / 0 </td></tr>
<tr class="a">
<td>1500 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 3.933 / 23.667 / 3.605 </td>
<td>0.530 / 0.564 / 18.635 / 0.407 </td>
<td>393 / 405 / 417 / 3 </td></tr>
<tr class="b">
<td>1500 </td>
<td>16 </td>
<td>12 </td>
<td>0.000 / 0.200 / 1.067 / 0.166 </td>
<td>0.621 / 0.689 / 17.660 / 0.364 </td>
<td>5177 / 5271 / 5341 / 21 </td></tr>
<tr class="a">
<td>1500 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.200 / 0.933 / 0.165 </td>
<td>0.612 / 0.654 / 19.700 / 0.419 </td>
<td>6688 / 6775 / 6855 / 23 </td></tr>
<tr class="b">
<td>1500 </td>
<td>20 </td>
<td>4 </td>
<td>0.000 / 17.600 / 231.333 / 17.757 </td>
<td>0.509 / 0.544 / 20.194 / 0.369 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="a">
<td>1500 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 3.933 / 25.600 / 3.728 </td>
<td>0.529 / 0.570 / 15.702 / 0.372 </td>
<td>395 / 406 / 417 / 3 </td></tr>
<tr class="b">
<td>1500 </td>
<td>20 </td>
<td>12 </td>
<td>0.000 / 0.067 / 0.333 / 0.047 </td>
<td>0.612 / 0.659 / 12.620 / 0.343 </td>
<td>6097 / 6191 / 6281 / 24 </td></tr>
<tr class="a">
<td>1500 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.067 / 0.400 / 0.047 </td>
<td>0.619 / 0.648 / 13.508 / 0.300 </td>
<td>6163 / 6244 / 6344 / 24 </td></tr>
<tr class="b">
<td>1500 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.067 / 0.333 / 0.047 </td>
<td>0.610 / 0.650 / 12.478 / 0.323 </td>
<td>7019 / 7048 / 7093 / 6 </td></tr>
<tr class="a">
<td>1500 </td>
<td>24 </td>
<td>4 </td>
<td>0.000 / 17.467 / 156.333 / 18.009 </td>
<td>0.508 / 0.569 / 17.878 / 0.386 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="b">
<td>1500 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 4.067 / 27.400 / 3.599 </td>
<td>0.529 / 0.564 / 21.583 / 0.397 </td>
<td>394 / 406 / 416 / 3 </td></tr>
<tr class="a">
<td>1500 </td>
<td>24 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.133 / 0.017 </td>
<td>0.611 / 0.655 / 16.659 / 0.383 </td>
<td>6974 / 7008 / 7039 / 8 </td></tr>
<tr class="b">
<td>1500 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.133 / 0.017 </td>
<td>0.612 / 0.644 / 10.934 / 0.313 </td>
<td>6981 / 7016 / 7048 / 9 </td></tr>
<tr class="a">
<td>1500 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.133 / 0.017 </td>
<td>0.620 / 0.683 / 21.873 / 0.512 </td>
<td>7064 / 7115 / 7167 / 14 </td></tr>
<tr class="b">
<td>1500 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.133 / 0.017 </td>
<td>0.609 / 0.634 / 13.249 / 0.315 </td>
<td>8645 / 8684 / 8722 / 11 </td></tr>
<tr class="a">
<td>1500 </td>
<td>28 </td>
<td>4 </td>
<td>0.000 / 17.467 / 157.067 / 17.312 </td>
<td>0.508 / 0.529 / 14.149 / 0.336 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="b">
<td>1500 </td>
<td>28 </td>
<td>8 </td>
<td>0.000 / 8.533 / 25.933 / 4.865 </td>
<td>0.529 / 0.561 / 15.511 / 0.380 </td>
<td>396 / 406 / 419 / 3 </td></tr>
<tr class="a">
<td>1500 </td>
<td>28 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.133 / 0.012 </td>
<td>0.611 / 0.657 / 10.977 / 0.294 </td>
<td>7178 / 7209 / 7239 / 8 </td></tr>
<tr class="b">
<td>1500 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.133 / 0.013 </td>
<td>0.611 / 0.636 / 12.958 / 0.319 </td>
<td>7177 / 7211 / 7240 / 8 </td></tr>
<tr class="a">
<td>1500 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.133 / 0.012 </td>
<td>0.612 / 0.646 / 13.818 / 0.327 </td>
<td>7185 / 7218 / 7248 / 9 </td></tr>
<tr class="b">
<td>1500 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.133 / 0.012 </td>
<td>0.619 / 0.662 / 11.359 / 0.279 </td>
<td>7258 / 7305 / 7354 / 13 </td></tr>
<tr class="a">
<td>1500 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.133 / 0.012 </td>
<td>0.609 / 0.648 / 12.260 / 0.300 </td>
<td>8643 / 8687 / 8732 / 12 </td></tr>
<tr class="b">
<td>1500 </td>
<td>32 </td>
<td>4 </td>
<td>0.000 / 17.267 / 175.933 / 18.415 </td>
<td>0.508 / 0.529 / 11.408 / 0.321 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="a">
<td>1500 </td>
<td>32 </td>
<td>8 </td>
<td>0.000 / 14.667 / 29.200 / 4.897 </td>
<td>0.529 / 0.563 / 11.784 / 0.278 </td>
<td>393 / 404 / 416 / 3 </td></tr>
<tr class="b">
<td>1500 </td>
<td>32 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.133 / 0.012 </td>
<td>0.611 / 0.668 / 13.335 / 0.342 </td>
<td>7226 / 7252 / 7273 / 6 </td></tr>
<tr class="a">
<td>1500 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.133 / 0.012 </td>
<td>0.611 / 0.655 / 19.309 / 0.454 </td>
<td>7230 / 7254 / 7276 / 6 </td></tr>
<tr class="b">
<td>1500 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.133 / 0.012 </td>
<td>0.612 / 0.643 / 12.975 / 0.314 </td>
<td>7231 / 7256 / 7277 / 6 </td></tr>
<tr class="a">
<td>1500 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.067 / 0.013 </td>
<td>0.612 / 0.666 / 12.496 / 0.357 </td>
<td>7236 / 7262 / 7286 / 7 </td></tr>
<tr class="b">
<td>1500 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.133 / 0.013 </td>
<td>0.625 / 0.657 / 21.381 / 0.401 </td>
<td>7305 / 7347 / 7383 / 11 </td></tr>
<tr class="a">
<td>1500 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.133 / 0.012 </td>
<td>0.609 / 0.652 / 19.148 / 0.387 </td>
<td>8643 / 8687 / 8724 / 12 </td></tr>
<tr class="b">
<td>2000 </td>
<td>4 </td>
<td>4 </td>
<td>0.050 / 17.950 / 200.300 / 17.701 </td>
<td>0.678 / 0.712 / 13.274 / 0.370 </td>
<td>220 / 220 / 220 / 0 </td></tr>
<tr class="a">
<td>2000 </td>
<td>8 </td>
<td>4 </td>
<td>0.050 / 17.200 / 227.450 / 17.112 </td>
<td>0.678 / 0.706 / 12.428 / 0.357 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>2000 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 4.150 / 28.100 / 3.687 </td>
<td>0.705 / 0.746 / 11.845 / 0.297 </td>
<td>397 / 408 / 418 / 3 </td></tr>
<tr class="a">
<td>2000 </td>
<td>12 </td>
<td>4 </td>
<td>0.050 / 17.075 / 166.300 / 17.289 </td>
<td>0.679 / 0.746 / 19.810 / 0.436 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>2000 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 4.050 / 26.000 / 3.697 </td>
<td>0.700 / 0.772 / 19.166 / 0.385 </td>
<td>396 / 408 / 419 / 3 </td></tr>
<tr class="a">
<td>2000 </td>
<td>12 </td>
<td>12 </td>
<td>0.050 / 0.850 / 4.150 / 0.733 </td>
<td>0.818 / 0.904 / 20.237 / 0.460 </td>
<td>5109 / 5354 / 5633 / 103 </td></tr>
<tr class="b">
<td>2000 </td>
<td>16 </td>
<td>4 </td>
<td>0.050 / 17.650 / 196.200 / 17.539 </td>
<td>0.678 / 0.747 / 17.211 / 0.435 </td>
<td>222 / 222 / 222 / 0 </td></tr>
<tr class="a">
<td>2000 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 4.100 / 23.650 / 3.720 </td>
<td>0.699 / 0.770 / 17.887 / 0.378 </td>
<td>397 / 409 / 420 / 3 </td></tr>
<tr class="b">
<td>2000 </td>
<td>16 </td>
<td>12 </td>
<td>0.000 / 0.200 / 1.100 / 0.163 </td>
<td>0.835 / 0.915 / 24.825 / 0.515 </td>
<td>6456 / 6547 / 6647 / 23 </td></tr>
<tr class="a">
<td>2000 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.200 / 1.100 / 0.167 </td>
<td>0.820 / 0.906 / 15.149 / 0.427 </td>
<td>8177 / 8278 / 8384 / 27 </td></tr>
<tr class="b">
<td>2000 </td>
<td>20 </td>
<td>4 </td>
<td>0.050 / 17.650 / 184.550 / 17.468 </td>
<td>0.678 / 0.742 / 19.468 / 0.449 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="a">
<td>2000 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 4.150 / 27.500 / 3.693 </td>
<td>0.700 / 0.756 / 12.525 / 0.289 </td>
<td>399 / 410 / 420 / 3 </td></tr>
<tr class="b">
<td>2000 </td>
<td>20 </td>
<td>12 </td>
<td>0.000 / 0.050 / 0.350 / 0.044 </td>
<td>0.830 / 0.921 / 19.963 / 0.553 </td>
<td>7551 / 7643 / 7742 / 23 </td></tr>
<tr class="a">
<td>2000 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.050 / 0.300 / 0.044 </td>
<td>0.840 / 0.916 / 16.698 / 0.448 </td>
<td>7615 / 7702 / 7789 / 23 </td></tr>
<tr class="b">
<td>2000 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.050 / 0.300 / 0.044 </td>
<td>0.824 / 0.909 / 23.619 / 0.600 </td>
<td>8602 / 8633 / 8652 / 7 </td></tr>
<tr class="a">
<td>2000 </td>
<td>24 </td>
<td>4 </td>
<td>0.050 / 17.600 / 249.350 / 17.740 </td>
<td>0.675 / 0.754 / 18.418 / 0.431 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="b">
<td>2000 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 4.150 / 24.700 / 3.663 </td>
<td>0.697 / 0.753 / 24.521 / 0.466 </td>
<td>398 / 410 / 421 / 3 </td></tr>
<tr class="a">
<td>2000 </td>
<td>24 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.150 / 0.017 </td>
<td>0.825 / 0.907 / 16.320 / 0.373 </td>
<td>8559 / 8591 / 8621 / 8 </td></tr>
<tr class="b">
<td>2000 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.100 / 0.017 </td>
<td>0.826 / 0.876 / 20.177 / 0.403 </td>
<td>8567 / 8600 / 8630 / 9 </td></tr>
<tr class="a">
<td>2000 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.100 / 0.017 </td>
<td>0.836 / 0.891 / 18.865 / 0.429 </td>
<td>8670 / 8715 / 8762 / 13 </td></tr>
<tr class="b">
<td>2000 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.150 / 0.017 </td>
<td>0.823 / 0.874 / 13.270 / 0.398 </td>
<td>10491 / 10531 / 10569 / 11 </td></tr>
<tr class="a">
<td>2000 </td>
<td>28 </td>
<td>4 </td>
<td>0.050 / 17.600 / 206.800 / 17.750 </td>
<td>0.675 / 0.726 / 18.063 / 0.424 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="b">
<td>2000 </td>
<td>28 </td>
<td>8 </td>
<td>0.000 / 6.050 / 23.850 / 4.359 </td>
<td>0.698 / 0.752 / 24.616 / 0.531 </td>
<td>400 / 411 / 421 / 3 </td></tr>
<tr class="a">
<td>2000 </td>
<td>28 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.100 / 0.013 </td>
<td>0.826 / 0.879 / 16.497 / 0.458 </td>
<td>8600 / 8623 / 8641 / 6 </td></tr>
<tr class="b">
<td>2000 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>0.826 / 0.898 / 16.948 / 0.417 </td>
<td>8602 / 8626 / 8645 / 6 </td></tr>
<tr class="a">
<td>2000 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.150 / 0.013 </td>
<td>0.826 / 0.876 / 21.015 / 0.435 </td>
<td>8609 / 8634 / 8656 / 6 </td></tr>
<tr class="b">
<td>2000 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>0.836 / 0.878 / 19.773 / 0.462 </td>
<td>8704 / 8746 / 8791 / 12 </td></tr>
<tr class="a">
<td>2000 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>0.823 / 0.877 / 14.429 / 0.366 </td>
<td>10489 / 10535 / 10573 / 11 </td></tr>
<tr class="b">
<td>2000 </td>
<td>32 </td>
<td>4 </td>
<td>0.050 / 18.300 / 180.850 / 18.635 </td>
<td>0.676 / 0.723 / 18.331 / 0.431 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="a">
<td>2000 </td>
<td>32 </td>
<td>8 </td>
<td>0.000 / 10.900 / 26.400 / 5.122 </td>
<td>0.698 / 0.742 / 18.170 / 0.443 </td>
<td>397 / 409 / 420 / 3 </td></tr>
<tr class="b">
<td>2000 </td>
<td>32 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.100 / 0.013 </td>
<td>0.825 / 0.869 / 12.927 / 0.376 </td>
<td>8603 / 8623 / 8642 / 6 </td></tr>
<tr class="a">
<td>2000 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>0.826 / 0.876 / 12.052 / 0.376 </td>
<td>8601 / 8625 / 8644 / 6 </td></tr>
<tr class="b">
<td>2000 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>0.824 / 0.883 / 19.872 / 0.492 </td>
<td>8602 / 8627 / 8644 / 6 </td></tr>
<tr class="a">
<td>2000 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>0.826 / 0.879 / 21.842 / 0.509 </td>
<td>8610 / 8635 / 8654 / 6 </td></tr>
<tr class="b">
<td>2000 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.150 / 0.012 </td>
<td>0.836 / 0.894 / 18.071 / 0.448 </td>
<td>8707 / 8748 / 8791 / 12 </td></tr>
<tr class="a">
<td>2000 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>0.823 / 0.870 / 13.917 / 0.398 </td>
<td>10491 / 10535 / 10575 / 11 </td></tr>
<tr class="b">
<td>2500 </td>
<td>4 </td>
<td>4 </td>
<td>0.000 / 17.480 / 215.840 / 18.035 </td>
<td>0.844 / 0.896 / 17.723 / 0.444 </td>
<td>220 / 220 / 220 / 0 </td></tr>
<tr class="a">
<td>2500 </td>
<td>8 </td>
<td>4 </td>
<td>0.000 / 17.960 / 369.960 / 18.503 </td>
<td>0.844 / 0.897 / 20.260 / 0.542 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>2500 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 4.080 / 23.280 / 3.639 </td>
<td>0.874 / 0.928 / 21.505 / 0.472 </td>
<td>399 / 412 / 420 / 3 </td></tr>
<tr class="a">
<td>2500 </td>
<td>12 </td>
<td>4 </td>
<td>0.000 / 17.520 / 204.760 / 17.973 </td>
<td>0.845 / 0.963 / 21.008 / 0.499 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>2500 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 4.080 / 30.120 / 3.683 </td>
<td>0.869 / 0.946 / 18.277 / 0.488 </td>
<td>400 / 412 / 421 / 3 </td></tr>
<tr class="a">
<td>2500 </td>
<td>12 </td>
<td>12 </td>
<td>0.000 / 0.880 / 4.600 / 0.747 </td>
<td>1.025 / 1.134 / 20.157 / 0.532 </td>
<td>6140 / 6934 / 7154 / 78 </td></tr>
<tr class="b">
<td>2500 </td>
<td>16 </td>
<td>4 </td>
<td>0.000 / 17.240 / 173.400 / 17.729 </td>
<td>0.845 / 0.902 / 15.768 / 0.421 </td>
<td>222 / 222 / 222 / 0 </td></tr>
<tr class="a">
<td>2500 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 4.160 / 25.520 / 3.846 </td>
<td>0.868 / 0.929 / 11.497 / 0.362 </td>
<td>401 / 413 / 422 / 3 </td></tr>
<tr class="b">
<td>2500 </td>
<td>16 </td>
<td>12 </td>
<td>0.000 / 0.200 / 1.080 / 0.164 </td>
<td>1.048 / 1.156 / 20.371 / 0.514 </td>
<td>8704 / 8924 / 9057 / 33 </td></tr>
<tr class="a">
<td>2500 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.200 / 1.000 / 0.166 </td>
<td>1.031 / 1.108 / 13.336 / 0.432 </td>
<td>11159 / 11486 / 11633 / 42 </td></tr>
<tr class="b">
<td>2500 </td>
<td>20 </td>
<td>4 </td>
<td>0.000 / 17.600 / 154.600 / 17.373 </td>
<td>0.845 / 0.951 / 14.707 / 0.424 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="a">
<td>2500 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 4.200 / 23.720 / 3.781 </td>
<td>0.868 / 0.932 / 20.062 / 0.477 </td>
<td>397 / 414 / 424 / 3 </td></tr>
<tr class="b">
<td>2500 </td>
<td>20 </td>
<td>12 </td>
<td>0.000 / 0.040 / 0.320 / 0.044 </td>
<td>1.032 / 1.119 / 17.855 / 0.560 </td>
<td>10273 / 10533 / 10639 / 33 </td></tr>
<tr class="a">
<td>2500 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.040 / 0.320 / 0.043 </td>
<td>1.045 / 1.107 / 16.834 / 0.461 </td>
<td>10370 / 10621 / 10730 / 33 </td></tr>
<tr class="b">
<td>2500 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.040 / 0.400 / 0.044 </td>
<td>1.028 / 1.087 / 22.330 / 0.536 </td>
<td>11718 / 11995 / 12020 / 12 </td></tr>
<tr class="a">
<td>2500 </td>
<td>24 </td>
<td>4 </td>
<td>0.000 / 17.480 / 156.160 / 17.171 </td>
<td>0.844 / 0.890 / 18.096 / 0.406 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="b">
<td>2500 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 4.140 / 22.280 / 3.716 </td>
<td>0.868 / 0.915 / 19.031 / 0.458 </td>
<td>403 / 414 / 423 / 3 </td></tr>
<tr class="a">
<td>2500 </td>
<td>24 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.160 / 0.017 </td>
<td>1.030 / 1.088 / 22.283 / 0.500 </td>
<td>11894 / 11934 / 11971 / 11 </td></tr>
<tr class="b">
<td>2500 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.120 / 0.017 </td>
<td>1.032 / 1.090 / 18.220 / 0.547 </td>
<td>11896 / 11947 / 11990 / 12 </td></tr>
<tr class="a">
<td>2500 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.120 / 0.018 </td>
<td>1.043 / 1.101 / 17.194 / 0.516 </td>
<td>12056 / 12115 / 12187 / 18 </td></tr>
<tr class="b">
<td>2500 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.120 / 0.018 </td>
<td>1.027 / 1.098 / 21.530 / 0.547 </td>
<td>14736 / 14798 / 14849 / 15 </td></tr>
<tr class="a">
<td>2500 </td>
<td>28 </td>
<td>4 </td>
<td>0.000 / 17.720 / 199.480 / 17.641 </td>
<td>0.845 / 0.900 / 20.585 / 0.511 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="b">
<td>2500 </td>
<td>28 </td>
<td>8 </td>
<td>0.000 / 5.200 / 22.920 / 4.106 </td>
<td>0.869 / 0.914 / 12.212 / 0.359 </td>
<td>403 / 414 / 425 / 3 </td></tr>
<tr class="a">
<td>2500 </td>
<td>28 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.080 / 0.012 </td>
<td>1.031 / 1.085 / 17.978 / 0.500 </td>
<td>12267 / 12329 / 12367 / 11 </td></tr>
<tr class="b">
<td>2500 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.120 / 0.013 </td>
<td>1.030 / 1.094 / 18.134 / 0.519 </td>
<td>11986 / 12331 / 12372 / 13 </td></tr>
<tr class="a">
<td>2500 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.120 / 0.011 </td>
<td>1.031 / 1.086 / 20.068 / 0.550 </td>
<td>12296 / 12341 / 12382 / 12 </td></tr>
<tr class="b">
<td>2500 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.080 / 0.012 </td>
<td>1.043 / 1.121 / 21.095 / 0.587 </td>
<td>12117 / 12486 / 12547 / 17 </td></tr>
<tr class="a">
<td>2500 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.080 / 0.012 </td>
<td>1.028 / 1.097 / 20.162 / 0.573 </td>
<td>14747 / 14802 / 14864 / 15 </td></tr>
<tr class="b">
<td>2500 </td>
<td>32 </td>
<td>4 </td>
<td>0.000 / 18.200 / 187.680 / 18.797 </td>
<td>0.844 / 0.889 / 20.143 / 0.460 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="a">
<td>2500 </td>
<td>32 </td>
<td>8 </td>
<td>0.000 / 8.680 / 25.600 / 4.951 </td>
<td>0.868 / 0.923 / 20.998 / 0.525 </td>
<td>402 / 413 / 422 / 3 </td></tr>
<tr class="b">
<td>2500 </td>
<td>32 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.080 / 0.012 </td>
<td>1.030 / 1.130 / 24.624 / 0.666 </td>
<td>12378 / 12414 / 12443 / 8 </td></tr>
<tr class="a">
<td>2500 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.080 / 0.012 </td>
<td>1.030 / 1.090 / 17.364 / 0.532 </td>
<td>12381 / 12416 / 12443 / 8 </td></tr>
<tr class="b">
<td>2500 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.120 / 0.012 </td>
<td>1.029 / 1.152 / 27.049 / 0.647 </td>
<td>12386 / 12418 / 12444 / 8 </td></tr>
<tr class="a">
<td>2500 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.080 / 0.013 </td>
<td>1.031 / 1.083 / 26.018 / 0.575 </td>
<td>12390 / 12427 / 12460 / 9 </td></tr>
<tr class="b">
<td>2500 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.120 / 0.013 </td>
<td>1.042 / 1.102 / 18.739 / 0.486 </td>
<td>12513 / 12568 / 12621 / 14 </td></tr>
<tr class="a">
<td>2500 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.120 / 0.012 </td>
<td>1.027 / 1.088 / 16.996 / 0.499 </td>
<td>14742 / 14802 / 14851 / 15 </td></tr>
<tr class="b">
<td>3000 </td>
<td>4 </td>
<td>4 </td>
<td>0.000 / 17.833 / 186.867 / 17.498 </td>
<td>1.013 / 1.080 / 18.433 / 0.461 </td>
<td>220 / 220 / 220 / 0 </td></tr>
<tr class="a">
<td>3000 </td>
<td>8 </td>
<td>4 </td>
<td>0.033 / 17.600 / 201.567 / 17.855 </td>
<td>1.013 / 1.074 / 19.563 / 0.528 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>3000 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 4.300 / 26.467 / 3.786 </td>
<td>1.042 / 1.101 / 13.911 / 0.435 </td>
<td>403 / 414 / 422 / 3 </td></tr>
<tr class="a">
<td>3000 </td>
<td>12 </td>
<td>4 </td>
<td>0.000 / 17.467 / 212.600 / 18.720 </td>
<td>1.014 / 1.070 / 21.257 / 0.509 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>3000 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 4.167 / 30.600 / 3.794 </td>
<td>1.039 / 1.104 / 20.074 / 0.553 </td>
<td>405 / 414 / 422 / 3 </td></tr>
<tr class="a">
<td>3000 </td>
<td>12 </td>
<td>12 </td>
<td>0.000 / 0.833 / 4.833 / 0.745 </td>
<td>1.233 / 1.322 / 20.558 / 0.638 </td>
<td>7453 / 7706 / 7923 / 67 </td></tr>
<tr class="b">
<td>3000 </td>
<td>16 </td>
<td>4 </td>
<td>0.000 / 18.117 / 152.933 / 17.161 </td>
<td>1.013 / 1.101 / 21.535 / 0.564 </td>
<td>222 / 222 / 222 / 0 </td></tr>
<tr class="a">
<td>3000 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 4.200 / 25.633 / 3.817 </td>
<td>1.037 / 1.100 / 18.806 / 0.554 </td>
<td>405 / 415 / 423 / 3 </td></tr>
<tr class="b">
<td>3000 </td>
<td>16 </td>
<td>12 </td>
<td>0.000 / 0.200 / 1.033 / 0.169 </td>
<td>1.258 / 1.331 / 22.352 / 0.682 </td>
<td>10292 / 10439 / 10570 / 37 </td></tr>
<tr class="a">
<td>3000 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.200 / 0.967 / 0.166 </td>
<td>1.238 / 1.317 / 18.279 / 0.589 </td>
<td>13313 / 13458 / 13612 / 43 </td></tr>
<tr class="b">
<td>3000 </td>
<td>20 </td>
<td>4 </td>
<td>0.000 / 17.467 / 164.967 / 17.757 </td>
<td>1.013 / 1.113 / 19.652 / 0.508 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="a">
<td>3000 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 4.167 / 24.267 / 3.743 </td>
<td>1.038 / 1.092 / 18.642 / 0.554 </td>
<td>405 / 416 / 425 / 3 </td></tr>
<tr class="b">
<td>3000 </td>
<td>20 </td>
<td>12 </td>
<td>0.000 / 0.033 / 0.400 / 0.045 </td>
<td>1.240 / 1.303 / 14.404 / 0.517 </td>
<td>12293 / 12419 / 12571 / 35 </td></tr>
<tr class="a">
<td>3000 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.033 / 0.300 / 0.045 </td>
<td>1.256 / 1.327 / 17.597 / 0.537 </td>
<td>12406 / 12522 / 12655 / 35 </td></tr>
<tr class="b">
<td>3000 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.033 / 0.333 / 0.044 </td>
<td>1.237 / 1.308 / 20.509 / 0.558 </td>
<td>14100 / 14156 / 14250 / 11 </td></tr>
<tr class="a">
<td>3000 </td>
<td>24 </td>
<td>4 </td>
<td>0.000 / 17.417 / 215.733 / 18.149 </td>
<td>1.013 / 1.091 / 21.116 / 0.517 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="b">
<td>3000 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 4.233 / 21.767 / 3.773 </td>
<td>1.036 / 1.092 / 11.990 / 0.434 </td>
<td>406 / 416 / 426 / 3 </td></tr>
<tr class="a">
<td>3000 </td>
<td>24 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.100 / 0.017 </td>
<td>1.239 / 1.343 / 19.689 / 0.541 </td>
<td>14036 / 14088 / 14126 / 12 </td></tr>
<tr class="b">
<td>3000 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.133 / 0.017 </td>
<td>1.239 / 1.311 / 14.029 / 0.532 </td>
<td>14050 / 14102 / 14146 / 13 </td></tr>
<tr class="a">
<td>3000 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.133 / 0.017 </td>
<td>1.255 / 1.327 / 25.879 / 0.611 </td>
<td>14218 / 14302 / 14381 / 20 </td></tr>
<tr class="b">
<td>3000 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.133 / 0.017 </td>
<td>1.233 / 1.299 / 20.804 / 0.615 </td>
<td>17434 / 17491 / 17548 / 17 </td></tr>
<tr class="a">
<td>3000 </td>
<td>28 </td>
<td>4 </td>
<td>0.000 / 17.467 / 160.633 / 17.603 </td>
<td>1.014 / 1.069 / 15.224 / 0.466 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="b">
<td>3000 </td>
<td>28 </td>
<td>8 </td>
<td>0.000 / 4.733 / 22.600 / 3.937 </td>
<td>1.037 / 1.099 / 17.982 / 0.528 </td>
<td>407 / 417 / 426 / 3 </td></tr>
<tr class="a">
<td>3000 </td>
<td>28 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.100 / 0.013 </td>
<td>1.239 / 1.301 / 20.579 / 0.688 </td>
<td>14494 / 14534 / 14579 / 12 </td></tr>
<tr class="b">
<td>3000 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>1.237 / 1.299 / 16.532 / 0.499 </td>
<td>14490 / 14536 / 14575 / 12 </td></tr>
<tr class="a">
<td>3000 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.100 / 0.013 </td>
<td>1.239 / 1.337 / 19.234 / 0.591 </td>
<td>14503 / 14548 / 14594 / 13 </td></tr>
<tr class="b">
<td>3000 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>1.254 / 1.328 / 17.902 / 0.580 </td>
<td>14666 / 14722 / 14789 / 18 </td></tr>
<tr class="a">
<td>3000 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.100 / 0.013 </td>
<td>1.234 / 1.300 / 20.500 / 0.552 </td>
<td>17439 / 17495 / 17558 / 17 </td></tr>
<tr class="b">
<td>3000 </td>
<td>32 </td>
<td>4 </td>
<td>0.000 / 17.600 / 205.500 / 18.233 </td>
<td>1.012 / 1.059 / 11.735 / 0.414 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="a">
<td>3000 </td>
<td>32 </td>
<td>8 </td>
<td>0.000 / 7.450 / 23.967 / 4.786 </td>
<td>1.038 / 1.102 / 15.705 / 0.478 </td>
<td>405 / 416 / 424 / 3 </td></tr>
<tr class="b">
<td>3000 </td>
<td>32 </td>
<td>12 </td>
<td>0.000 / 0.000 / 0.133 / 0.013 </td>
<td>1.238 / 1.335 / 18.066 / 0.600 </td>
<td>14599 / 14630 / 14661 / 9 </td></tr>
<tr class="a">
<td>3000 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>1.238 / 1.324 / 20.202 / 0.642 </td>
<td>14596 / 14632 / 14662 / 9 </td></tr>
<tr class="b">
<td>3000 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.100 / 0.013 </td>
<td>1.238 / 1.313 / 17.383 / 0.513 </td>
<td>14601 / 14634 / 14663 / 9 </td></tr>
<tr class="a">
<td>3000 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>1.239 / 1.300 / 19.292 / 0.560 </td>
<td>14607 / 14646 / 14677 / 10 </td></tr>
<tr class="b">
<td>3000 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>1.254 / 1.332 / 20.109 / 0.578 </td>
<td>14761 / 14815 / 14872 / 16 </td></tr>
<tr class="a">
<td>3000 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.067 / 0.012 </td>
<td>1.234 / 1.304 / 18.132 / 0.537 </td>
<td>17436 / 17495 / 17546 / 17 </td></tr>
<tr class="b">
<td>3500 </td>
<td>4 </td>
<td>4 </td>
<td>0.057 / 17.843 / 154.429 / 17.131 </td>
<td>1.183 / 1.241 / 18.127 / 0.543 </td>
<td>220 / 220 / 220 / 0 </td></tr>
<tr class="a">
<td>3500 </td>
<td>8 </td>
<td>4 </td>
<td>0.000 / 18.057 / 187.514 / 17.697 </td>
<td>1.182 / 1.250 / 20.428 / 0.564 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>3500 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 4.314 / 28.257 / 3.833 </td>
<td>1.213 / 1.299 / 20.333 / 0.672 </td>
<td>405 / 416 / 424 / 2 </td></tr>
<tr class="a">
<td>3500 </td>
<td>12 </td>
<td>4 </td>
<td>0.057 / 17.571 / 161.857 / 17.664 </td>
<td>1.181 / 1.252 / 20.923 / 0.569 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>3500 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 4.229 / 24.943 / 3.759 </td>
<td>1.208 / 1.275 / 22.113 / 0.543 </td>
<td>406 / 416 / 424 / 3 </td></tr>
<tr class="a">
<td>3500 </td>
<td>12 </td>
<td>12 </td>
<td>0.000 / 0.871 / 4.657 / 0.786 </td>
<td>1.442 / 1.523 / 18.288 / 0.590 </td>
<td>8126 / 8383 / 8643 / 70 </td></tr>
<tr class="b">
<td>3500 </td>
<td>16 </td>
<td>4 </td>
<td>0.000 / 18.114 / 163.343 / 17.771 </td>
<td>1.183 / 1.253 / 20.723 / 0.585 </td>
<td>222 / 222 / 222 / 0 </td></tr>
<tr class="a">
<td>3500 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 4.286 / 30.143 / 3.812 </td>
<td>1.207 / 1.298 / 20.047 / 0.593 </td>
<td>406 / 418 / 424 / 2 </td></tr>
<tr class="b">
<td>3500 </td>
<td>16 </td>
<td>12 </td>
<td>0.000 / 1.057 / 5.457 / 0.698 </td>
<td>1.528 / 1.659 / 22.643 / 0.768 </td>
<td>2763 / 2824 / 2893 / 18 </td></tr>
<tr class="a">
<td>3500 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.200 / 1.029 / 0.166 </td>
<td>1.450 / 1.558 / 20.879 / 0.642 </td>
<td>15119 / 15300 / 15466 / 46 </td></tr>
<tr class="b">
<td>3500 </td>
<td>20 </td>
<td>4 </td>
<td>0.057 / 18.029 / 156.029 / 17.445 </td>
<td>1.183 / 1.247 / 13.857 / 0.462 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="a">
<td>3500 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 4.314 / 26.371 / 3.859 </td>
<td>1.206 / 1.311 / 22.816 / 0.630 </td>
<td>408 / 419 / 426 / 3 </td></tr>
<tr class="b">
<td>3500 </td>
<td>20 </td>
<td>12 </td>
<td>0.000 / 1.057 / 4.771 / 0.694 </td>
<td>1.537 / 1.636 / 23.911 / 0.753 </td>
<td>2760 / 2824 / 2883 / 18 </td></tr>
<tr class="a">
<td>3500 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.057 / 0.343 / 0.042 </td>
<td>1.472 / 1.571 / 20.930 / 0.676 </td>
<td>14140 / 14282 / 14406 / 38 </td></tr>
<tr class="b">
<td>3500 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.057 / 0.257 / 0.043 </td>
<td>1.447 / 1.526 / 15.232 / 0.536 </td>
<td>16096 / 16146 / 16234 / 13 </td></tr>
<tr class="a">
<td>3500 </td>
<td>24 </td>
<td>4 </td>
<td>0.057 / 17.029 / 212.571 / 17.691 </td>
<td>1.183 / 1.254 / 17.746 / 0.583 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="b">
<td>3500 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 4.271 / 23.257 / 3.762 </td>
<td>1.207 / 1.268 / 15.615 / 0.492 </td>
<td>409 / 418 / 426 / 2 </td></tr>
<tr class="a">
<td>3500 </td>
<td>24 </td>
<td>12 </td>
<td>0.000 / 1.057 / 6.229 / 0.706 </td>
<td>1.533 / 1.653 / 22.778 / 0.677 </td>
<td>2760 / 2824 / 2888 / 18 </td></tr>
<tr class="b">
<td>3500 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.114 / 0.017 </td>
<td>1.451 / 1.588 / 18.966 / 0.697 </td>
<td>16029 / 16088 / 16131 / 13 </td></tr>
<tr class="a">
<td>3500 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.114 / 0.017 </td>
<td>1.469 / 1.573 / 16.584 / 0.477 </td>
<td>16233 / 16316 / 16395 / 22 </td></tr>
<tr class="b">
<td>3500 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.114 / 0.017 </td>
<td>1.443 / 1.545 / 14.326 / 0.523 </td>
<td>19883 / 19959 / 20026 / 18 </td></tr>
<tr class="a">
<td>3500 </td>
<td>28 </td>
<td>4 </td>
<td>0.029 / 17.371 / 256.857 / 18.779 </td>
<td>1.182 / 1.254 / 13.532 / 0.445 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="b">
<td>3500 </td>
<td>28 </td>
<td>8 </td>
<td>0.000 / 4.543 / 28.200 / 3.934 </td>
<td>1.208 / 1.317 / 22.788 / 0.594 </td>
<td>408 / 419 / 427 / 3 </td></tr>
<tr class="a">
<td>3500 </td>
<td>28 </td>
<td>12 </td>
<td>84.371 / 84.371 / 84.514 / 0.021 </td>
<td>1.511 / 1.626 / 15.627 / 0.572 </td>
<td>1188 / 1204 / 1220 / 4 </td></tr>
<tr class="b">
<td>3500 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.086 / 0.012 </td>
<td>1.449 / 1.530 / 13.406 / 0.526 </td>
<td>16477 / 16528 / 16572 / 12 </td></tr>
<tr class="a">
<td>3500 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.114 / 0.012 </td>
<td>1.451 / 1.539 / 16.128 / 0.543 </td>
<td>16495 / 16542 / 16587 / 13 </td></tr>
<tr class="b">
<td>3500 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.086 / 0.012 </td>
<td>1.469 / 1.551 / 15.112 / 0.554 </td>
<td>16679 / 16744 / 16813 / 19 </td></tr>
<tr class="a">
<td>3500 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.086 / 0.012 </td>
<td>1.445 / 1.545 / 15.241 / 0.543 </td>
<td>19879 / 19962 / 20018 / 17 </td></tr>
<tr class="b">
<td>3500 </td>
<td>32 </td>
<td>4 </td>
<td>0.057 / 17.371 / 188.286 / 17.775 </td>
<td>1.183 / 1.258 / 13.408 / 0.468 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="a">
<td>3500 </td>
<td>32 </td>
<td>8 </td>
<td>0.000 / 6.400 / 25.629 / 4.553 </td>
<td>1.207 / 1.271 / 12.497 / 0.443 </td>
<td>409 / 418 / 427 / 3 </td></tr>
<tr class="b">
<td>3500 </td>
<td>32 </td>
<td>12 </td>
<td>99.086 / 99.086 / 99.086 / 0.000 </td>
<td>1.506 / 1.646 / 14.954 / 0.571 </td>
<td>920 / 920 / 920 / 0 </td></tr>
<tr class="a">
<td>3500 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.086 / 0.012 </td>
<td>1.449 / 1.537 / 15.306 / 0.511 </td>
<td>16582 / 16624 / 16657 / 10 </td></tr>
<tr class="b">
<td>3500 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.114 / 0.013 </td>
<td>1.450 / 1.558 / 15.277 / 0.547 </td>
<td>16587 / 16626 / 16657 / 10 </td></tr>
<tr class="a">
<td>3500 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.086 / 0.013 </td>
<td>1.451 / 1.555 / 20.496 / 0.661 </td>
<td>16604 / 16639 / 16678 / 10 </td></tr>
<tr class="b">
<td>3500 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.114 / 0.012 </td>
<td>1.468 / 1.554 / 15.893 / 0.489 </td>
<td>16768 / 16836 / 16895 / 17 </td></tr>
<tr class="a">
<td>3500 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.086 / 0.012 </td>
<td>1.445 / 1.548 / 20.310 / 0.537 </td>
<td>19889 / 19962 / 20025 / 17 </td></tr>
<tr class="b">
<td>4000 </td>
<td>4 </td>
<td>4 </td>
<td>0.025 / 17.950 / 203.200 / 17.860 </td>
<td>1.351 / 1.431 / 14.530 / 0.524 </td>
<td>220 / 220 / 220 / 0 </td></tr>
<tr class="a">
<td>4000 </td>
<td>8 </td>
<td>4 </td>
<td>0.050 / 17.175 / 216.800 / 17.734 </td>
<td>1.351 / 1.421 / 19.692 / 0.620 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>4000 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 4.325 / 24.925 / 3.817 </td>
<td>1.382 / 1.475 / 19.092 / 0.560 </td>
<td>408 / 418 / 424 / 2 </td></tr>
<tr class="a">
<td>4000 </td>
<td>12 </td>
<td>4 </td>
<td>0.025 / 17.538 / 175.650 / 18.066 </td>
<td>1.352 / 1.437 / 19.980 / 0.590 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>4000 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 4.400 / 29.450 / 3.863 </td>
<td>1.378 / 1.477 / 22.190 / 0.643 </td>
<td>410 / 418 / 424 / 2 </td></tr>
<tr class="a">
<td>4000 </td>
<td>12 </td>
<td>12 </td>
<td>0.025 / 0.900 / 5.775 / 0.799 </td>
<td>1.648 / 1.764 / 19.034 / 0.720 </td>
<td>8718 / 8981 / 9265 / 70 </td></tr>
<tr class="b">
<td>4000 </td>
<td>16 </td>
<td>4 </td>
<td>0.050 / 17.575 / 176.200 / 17.005 </td>
<td>1.350 / 1.429 / 18.900 / 0.549 </td>
<td>222 / 222 / 222 / 0 </td></tr>
<tr class="a">
<td>4000 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 4.250 / 26.400 / 3.828 </td>
<td>1.376 / 1.451 / 18.224 / 0.601 </td>
<td>410 / 419 / 425 / 2 </td></tr>
<tr class="b">
<td>4000 </td>
<td>16 </td>
<td>12 </td>
<td>0.275 / 0.950 / 4.275 / 0.615 </td>
<td>1.697 / 1.867 / 21.027 / 0.759 </td>
<td>2813 / 2882 / 2951 / 17 </td></tr>
<tr class="a">
<td>4000 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.200 / 1.075 / 0.168 </td>
<td>1.660 / 1.801 / 17.255 / 0.650 </td>
<td>16124 / 17130 / 17352 / 55 </td></tr>
<tr class="b">
<td>4000 </td>
<td>20 </td>
<td>4 </td>
<td>0.050 / 18.325 / 148.475 / 17.187 </td>
<td>1.351 / 1.479 / 18.402 / 0.524 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="a">
<td>4000 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 4.350 / 25.750 / 3.871 </td>
<td>1.375 / 1.446 / 24.560 / 0.671 </td>
<td>410 / 420 / 426 / 2 </td></tr>
<tr class="b">
<td>4000 </td>
<td>20 </td>
<td>12 </td>
<td>0.275 / 0.975 / 4.400 / 0.635 </td>
<td>1.680 / 1.805 / 23.306 / 0.729 </td>
<td>2821 / 2883 / 2951 / 17 </td></tr>
<tr class="a">
<td>4000 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.050 / 0.325 / 0.042 </td>
<td>1.684 / 1.783 / 20.501 / 0.699 </td>
<td>15888 / 16038 / 16188 / 39 </td></tr>
<tr class="b">
<td>4000 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.050 / 0.325 / 0.042 </td>
<td>1.658 / 1.759 / 19.013 / 0.689 </td>
<td>18077 / 18134 / 18240 / 14 </td></tr>
<tr class="a">
<td>4000 </td>
<td>24 </td>
<td>4 </td>
<td>0.000 / 17.625 / 164.300 / 17.292 </td>
<td>1.351 / 1.427 / 19.917 / 0.579 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="b">
<td>4000 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 4.125 / 26.750 / 3.905 </td>
<td>1.375 / 1.442 / 18.641 / 0.557 </td>
<td>410 / 420 / 426 / 2 </td></tr>
<tr class="a">
<td>4000 </td>
<td>24 </td>
<td>12 </td>
<td>0.275 / 0.975 / 4.275 / 0.610 </td>
<td>1.703 / 1.810 / 22.554 / 0.826 </td>
<td>2825 / 2883 / 2942 / 16 </td></tr>
<tr class="b">
<td>4000 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.100 / 0.017 </td>
<td>1.659 / 1.752 / 17.914 / 0.612 </td>
<td>18021 / 18073 / 18152 / 14 </td></tr>
<tr class="a">
<td>4000 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.125 / 0.017 </td>
<td>1.681 / 1.789 / 20.884 / 0.743 </td>
<td>18241 / 18331 / 18404 / 22 </td></tr>
<tr class="b">
<td>4000 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.150 / 0.017 </td>
<td>1.653 / 1.725 / 16.967 / 0.604 </td>
<td>22355 / 22426 / 22594 / 19 </td></tr>
<tr class="a">
<td>4000 </td>
<td>28 </td>
<td>4 </td>
<td>0.050 / 18.125 / 167.050 / 17.329 </td>
<td>1.348 / 1.501 / 23.889 / 0.758 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="b">
<td>4000 </td>
<td>28 </td>
<td>8 </td>
<td>0.000 / 4.475 / 23.700 / 3.835 </td>
<td>1.374 / 1.588 / 21.053 / 0.732 </td>
<td>411 / 421 / 427 / 2 </td></tr>
<tr class="a">
<td>4000 </td>
<td>28 </td>
<td>12 </td>
<td>67.225 / 75.800 / 76.550 / 0.261 </td>
<td>1.691 / 1.936 / 17.278 / 0.667 </td>
<td>1620 / 1704 / 2001 / 23 </td></tr>
<tr class="b">
<td>4000 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>1.707 / 1.932 / 16.598 / 0.577 </td>
<td>18470 / 18520 / 18569 / 13 </td></tr>
<tr class="a">
<td>4000 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.075 / 0.012 </td>
<td>1.732 / 1.984 / 20.429 / 0.752 </td>
<td>18482 / 18536 / 18582 / 14 </td></tr>
<tr class="b">
<td>4000 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.075 / 0.012 </td>
<td>1.739 / 1.993 / 21.507 / 0.670 </td>
<td>18690 / 18766 / 18838 / 20 </td></tr>
<tr class="a">
<td>4000 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>1.658 / 1.939 / 14.211 / 0.594 </td>
<td>22364 / 22431 / 22489 / 18 </td></tr>
<tr class="b">
<td>4000 </td>
<td>32 </td>
<td>4 </td>
<td>0.000 / 17.950 / 206.150 / 18.020 </td>
<td>1.386 / 1.567 / 14.368 / 0.550 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="a">
<td>4000 </td>
<td>32 </td>
<td>8 </td>
<td>0.000 / 5.925 / 22.650 / 4.366 </td>
<td>1.395 / 1.594 / 16.171 / 0.515 </td>
<td>412 / 421 / 427 / 2 </td></tr>
<tr class="b">
<td>4000 </td>
<td>32 </td>
<td>12 </td>
<td>88.250 / 88.675 / 89.125 / 0.127 </td>
<td>1.732 / 1.985 / 23.129 / 0.774 </td>
<td>1408 / 1486 / 1563 / 22 </td></tr>
<tr class="a">
<td>4000 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>1.709 / 1.935 / 28.713 / 0.675 </td>
<td>18577 / 18616 / 18647 / 10 </td></tr>
<tr class="b">
<td>4000 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>1.711 / 1.925 / 20.065 / 0.653 </td>
<td>18583 / 18618 / 18653 / 10 </td></tr>
<tr class="a">
<td>4000 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.100 / 0.013 </td>
<td>1.699 / 1.917 / 20.723 / 0.617 </td>
<td>18589 / 18633 / 18664 / 10 </td></tr>
<tr class="b">
<td>4000 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.075 / 0.012 </td>
<td>1.734 / 1.977 / 27.269 / 0.753 </td>
<td>18792 / 18858 / 18921 / 18 </td></tr>
<tr class="a">
<td>4000 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>1.704 / 1.921 / 14.253 / 0.553 </td>
<td>22343 / 22431 / 22575 / 19 </td></tr>
<tr class="b">
<td>4500 </td>
<td>4 </td>
<td>4 </td>
<td>0.044 / 17.911 / 173.911 / 18.150 </td>
<td>1.550 / 1.758 / 15.086 / 0.501 </td>
<td>220 / 220 / 220 / 0 </td></tr>
<tr class="a">
<td>4500 </td>
<td>8 </td>
<td>4 </td>
<td>0.044 / 17.800 / 206.000 / 17.391 </td>
<td>1.551 / 1.768 / 13.653 / 0.545 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>4500 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 4.222 / 26.378 / 3.844 </td>
<td>1.595 / 1.838 / 20.724 / 0.697 </td>
<td>411 / 419 / 424 / 2 </td></tr>
<tr class="a">
<td>4500 </td>
<td>12 </td>
<td>4 </td>
<td>0.000 / 17.689 / 172.667 / 17.123 </td>
<td>1.561 / 1.751 / 15.085 / 0.578 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>4500 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 4.300 / 24.644 / 3.826 </td>
<td>1.588 / 1.791 / 20.054 / 0.593 </td>
<td>410 / 419 / 424 / 2 </td></tr>
<tr class="a">
<td>4500 </td>
<td>12 </td>
<td>12 </td>
<td>0.022 / 0.911 / 4.956 / 0.805 </td>
<td>1.915 / 2.172 / 19.644 / 0.615 </td>
<td>9234 / 9507 / 9768 / 70 </td></tr>
<tr class="b">
<td>4500 </td>
<td>16 </td>
<td>4 </td>
<td>0.000 / 18.244 / 258.444 / 17.967 </td>
<td>1.526 / 1.758 / 15.643 / 0.552 </td>
<td>222 / 222 / 222 / 0 </td></tr>
<tr class="a">
<td>4500 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 4.200 / 26.978 / 3.931 </td>
<td>1.563 / 1.786 / 15.151 / 0.572 </td>
<td>413 / 420 / 425 / 2 </td></tr>
<tr class="b">
<td>4500 </td>
<td>16 </td>
<td>12 </td>
<td>0.133 / 0.933 / 5.044 / 0.687 </td>
<td>1.972 / 2.210 / 22.173 / 0.741 </td>
<td>2864 / 2927 / 2980 / 15 </td></tr>
<tr class="a">
<td>4500 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.200 / 0.978 / 0.166 </td>
<td>1.947 / 2.221 / 21.386 / 0.766 </td>
<td>17912 / 18092 / 18533 / 55 </td></tr>
<tr class="b">
<td>4500 </td>
<td>20 </td>
<td>4 </td>
<td>0.044 / 17.478 / 185.133 / 17.498 </td>
<td>1.561 / 1.765 / 13.399 / 0.524 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="a">
<td>4500 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 4.333 / 29.822 / 3.854 </td>
<td>1.590 / 1.787 / 17.447 / 0.612 </td>
<td>412 / 421 / 426 / 2 </td></tr>
<tr class="b">
<td>4500 </td>
<td>20 </td>
<td>12 </td>
<td>0.133 / 0.911 / 4.778 / 0.683 </td>
<td>1.953 / 2.210 / 24.534 / 0.768 </td>
<td>2875 / 2928 / 2982 / 15 </td></tr>
<tr class="a">
<td>4500 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.044 / 0.311 / 0.042 </td>
<td>1.987 / 2.216 / 14.466 / 0.611 </td>
<td>16982 / 17116 / 17239 / 36 </td></tr>
<tr class="b">
<td>4500 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.044 / 0.244 / 0.042 </td>
<td>1.944 / 2.176 / 20.109 / 0.655 </td>
<td>19151 / 19206 / 19254 / 15 </td></tr>
<tr class="a">
<td>4500 </td>
<td>24 </td>
<td>4 </td>
<td>0.044 / 17.644 / 191.756 / 18.124 </td>
<td>1.562 / 1.747 / 15.134 / 0.531 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="b">
<td>4500 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 4.178 / 28.111 / 3.838 </td>
<td>1.553 / 1.804 / 23.164 / 0.670 </td>
<td>413 / 421 / 426 / 2 </td></tr>
<tr class="a">
<td>4500 </td>
<td>24 </td>
<td>12 </td>
<td>0.133 / 0.933 / 4.156 / 0.663 </td>
<td>1.951 / 2.182 / 18.935 / 0.663 </td>
<td>2869 / 2928 / 2982 / 16 </td></tr>
<tr class="b">
<td>4500 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.022 / 0.067 / 0.012 </td>
<td>1.943 / 2.170 / 17.937 / 0.713 </td>
<td>19107 / 19153 / 19196 / 13 </td></tr>
<tr class="a">
<td>4500 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.022 / 0.089 / 0.011 </td>
<td>1.977 / 2.262 / 24.969 / 0.761 </td>
<td>19338 / 19410 / 19500 / 20 </td></tr>
<tr class="b">
<td>4500 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.022 / 0.089 / 0.012 </td>
<td>1.929 / 2.189 / 18.456 / 0.712 </td>
<td>23435 / 23497 / 23550 / 17 </td></tr>
<tr class="a">
<td>4500 </td>
<td>28 </td>
<td>4 </td>
<td>0.044 / 17.133 / 288.400 / 17.897 </td>
<td>1.563 / 1.759 / 19.175 / 0.641 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="b">
<td>4500 </td>
<td>28 </td>
<td>8 </td>
<td>0.000 / 4.378 / 24.867 / 3.803 </td>
<td>1.572 / 1.769 / 21.643 / 0.634 </td>
<td>415 / 422 / 427 / 2 </td></tr>
<tr class="a">
<td>4500 </td>
<td>28 </td>
<td>12 </td>
<td>66.089 / 67.400 / 68.667 / 0.359 </td>
<td>1.930 / 2.183 / 28.176 / 0.759 </td>
<td>2026 / 2113 / 2214 / 27 </td></tr>
<tr class="b">
<td>4500 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.089 / 0.012 </td>
<td>1.954 / 2.170 / 20.834 / 0.751 </td>
<td>19176 / 19211 / 19240 / 9 </td></tr>
<tr class="a">
<td>4500 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.089 / 0.012 </td>
<td>1.942 / 2.170 / 21.282 / 0.708 </td>
<td>19191 / 19228 / 19261 / 10 </td></tr>
<tr class="b">
<td>4500 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.067 / 0.012 </td>
<td>1.982 / 2.234 / 29.563 / 0.905 </td>
<td>19410 / 19480 / 19557 / 18 </td></tr>
<tr class="a">
<td>4500 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.089 / 0.012 </td>
<td>1.944 / 2.180 / 21.368 / 0.749 </td>
<td>23437 / 23501 / 23562 / 17 </td></tr>
<tr class="b">
<td>4500 </td>
<td>32 </td>
<td>4 </td>
<td>0.044 / 17.778 / 204.511 / 18.488 </td>
<td>1.564 / 1.801 / 23.871 / 0.680 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="a">
<td>4500 </td>
<td>32 </td>
<td>8 </td>
<td>0.000 / 5.489 / 22.289 / 4.225 </td>
<td>1.588 / 1.786 / 19.144 / 0.592 </td>
<td>413 / 422 / 427 / 2 </td></tr>
<tr class="b">
<td>4500 </td>
<td>32 </td>
<td>12 </td>
<td>77.822 / 78.800 / 79.689 / 0.242 </td>
<td>1.926 / 2.172 / 21.370 / 0.726 </td>
<td>1838 / 1948 / 2039 / 26 </td></tr>
<tr class="a">
<td>4500 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.089 / 0.012 </td>
<td>1.955 / 2.213 / 24.360 / 0.725 </td>
<td>19171 / 19210 / 19238 / 9 </td></tr>
<tr class="b">
<td>4500 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.089 / 0.012 </td>
<td>1.949 / 2.186 / 17.274 / 0.660 </td>
<td>19179 / 19212 / 19241 / 9 </td></tr>
<tr class="a">
<td>4500 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.089 / 0.012 </td>
<td>1.889 / 2.182 / 28.660 / 0.825 </td>
<td>19192 / 19228 / 19262 / 10 </td></tr>
<tr class="b">
<td>4500 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.089 / 0.012 </td>
<td>1.903 / 2.039 / 21.219 / 0.700 </td>
<td>19423 / 19482 / 19549 / 18 </td></tr>
<tr class="a">
<td>4500 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.089 / 0.012 </td>
<td>1.870 / 2.004 / 20.273 / 0.742 </td>
<td>23437 / 23501 / 23566 / 17 </td></tr>
<tr class="b">
<td>5000 </td>
<td>4 </td>
<td>4 </td>
<td>0.000 / 17.720 / 192.140 / 17.740 </td>
<td>1.684 / 1.829 / 14.606 / 0.612 </td>
<td>220 / 220 / 220 / 0 </td></tr>
<tr class="a">
<td>5000 </td>
<td>8 </td>
<td>4 </td>
<td>0.060 / 17.700 / 186.580 / 17.279 </td>
<td>1.683 / 1.818 / 15.426 / 0.599 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>5000 </td>
<td>8 </td>
<td>8 </td>
<td>0.000 / 4.300 / 27.780 / 3.783 </td>
<td>1.715 / 1.913 / 20.698 / 0.741 </td>
<td>412 / 420 / 424 / 2 </td></tr>
<tr class="a">
<td>5000 </td>
<td>12 </td>
<td>4 </td>
<td>0.000 / 17.040 / 206.400 / 18.593 </td>
<td>1.683 / 1.809 / 17.501 / 0.622 </td>
<td>221 / 221 / 221 / 0 </td></tr>
<tr class="b">
<td>5000 </td>
<td>12 </td>
<td>8 </td>
<td>0.000 / 4.300 / 25.740 / 3.805 </td>
<td>1.710 / 1.811 / 19.765 / 0.670 </td>
<td>413 / 421 / 424 / 2 </td></tr>
<tr class="a">
<td>5000 </td>
<td>12 </td>
<td>12 </td>
<td>0.020 / 0.920 / 5.200 / 0.842 </td>
<td>2.066 / 2.203 / 25.912 / 0.840 </td>
<td>9696 / 9977 / 10220 / 71 </td></tr>
<tr class="b">
<td>5000 </td>
<td>16 </td>
<td>4 </td>
<td>0.000 / 17.700 / 190.640 / 16.754 </td>
<td>1.682 / 1.765 / 21.803 / 0.664 </td>
<td>222 / 222 / 222 / 0 </td></tr>
<tr class="a">
<td>5000 </td>
<td>16 </td>
<td>8 </td>
<td>0.000 / 4.300 / 30.580 / 3.861 </td>
<td>1.709 / 1.813 / 20.311 / 0.618 </td>
<td>414 / 422 / 425 / 2 </td></tr>
<tr class="b">
<td>5000 </td>
<td>16 </td>
<td>12 </td>
<td>0.000 / 0.880 / 5.140 / 0.747 </td>
<td>2.037 / 2.178 / 23.255 / 0.740 </td>
<td>2911 / 2962 / 3013 / 14 </td></tr>
<tr class="a">
<td>5000 </td>
<td>16 </td>
<td>16 </td>
<td>0.000 / 0.200 / 1.120 / 0.171 </td>
<td>2.094 / 2.204 / 20.890 / 0.784 </td>
<td>20566 / 21208 / 21872 / 88 </td></tr>
<tr class="b">
<td>5000 </td>
<td>20 </td>
<td>4 </td>
<td>0.000 / 17.620 / 127.520 / 17.257 </td>
<td>1.687 / 1.927 / 26.894 / 0.816 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="a">
<td>5000 </td>
<td>20 </td>
<td>8 </td>
<td>0.000 / 4.330 / 28.580 / 3.861 </td>
<td>1.710 / 1.909 / 18.186 / 0.643 </td>
<td>415 / 423 / 426 / 2 </td></tr>
<tr class="b">
<td>5000 </td>
<td>20 </td>
<td>12 </td>
<td>0.000 / 0.900 / 5.340 / 0.743 </td>
<td>2.055 / 2.302 / 22.473 / 0.763 </td>
<td>2905 / 2963 / 3013 / 14 </td></tr>
<tr class="a">
<td>5000 </td>
<td>20 </td>
<td>16 </td>
<td>0.000 / 0.040 / 0.320 / 0.043 </td>
<td>2.137 / 2.410 / 24.675 / 0.864 </td>
<td>19509 / 19910 / 20058 / 42 </td></tr>
<tr class="b">
<td>5000 </td>
<td>20 </td>
<td>20 </td>
<td>0.000 / 0.040 / 0.280 / 0.042 </td>
<td>2.097 / 2.369 / 25.517 / 0.830 </td>
<td>21768 / 22416 / 22538 / 26 </td></tr>
<tr class="a">
<td>5000 </td>
<td>24 </td>
<td>4 </td>
<td>0.040 / 17.450 / 201.900 / 17.504 </td>
<td>1.686 / 1.861 / 18.820 / 0.618 </td>
<td>223 / 223 / 223 / 0 </td></tr>
<tr class="b">
<td>5000 </td>
<td>24 </td>
<td>8 </td>
<td>0.000 / 4.200 / 28.260 / 3.839 </td>
<td>1.713 / 1.923 / 19.929 / 0.679 </td>
<td>415 / 422 / 426 / 2 </td></tr>
<tr class="a">
<td>5000 </td>
<td>24 </td>
<td>12 </td>
<td>0.000 / 0.900 / 4.780 / 0.766 </td>
<td>2.047 / 2.287 / 15.684 / 0.699 </td>
<td>2912 / 2963 / 3016 / 14 </td></tr>
<tr class="b">
<td>5000 </td>
<td>24 </td>
<td>16 </td>
<td>0.000 / 0.020 / 0.100 / 0.012 </td>
<td>2.102 / 2.375 / 21.730 / 0.818 </td>
<td>22296 / 22351 / 22415 / 15 </td></tr>
<tr class="a">
<td>5000 </td>
<td>24 </td>
<td>20 </td>
<td>0.000 / 0.020 / 0.080 / 0.012 </td>
<td>2.128 / 2.397 / 24.851 / 0.845 </td>
<td>22577 / 22658 / 22745 / 23 </td></tr>
<tr class="b">
<td>5000 </td>
<td>24 </td>
<td>24 </td>
<td>0.000 / 0.020 / 0.080 / 0.012 </td>
<td>2.092 / 2.377 / 22.543 / 0.800 </td>
<td>27480 / 27560 / 27624 / 20 </td></tr>
<tr class="a">
<td>5000 </td>
<td>28 </td>
<td>4 </td>
<td>0.000 / 17.860 / 158.380 / 17.534 </td>
<td>1.686 / 1.875 / 17.770 / 0.647 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="b">
<td>5000 </td>
<td>28 </td>
<td>8 </td>
<td>0.000 / 4.380 / 22.440 / 3.886 </td>
<td>1.712 / 1.969 / 22.211 / 0.772 </td>
<td>416 / 423 / 427 / 2 </td></tr>
<tr class="a">
<td>5000 </td>
<td>28 </td>
<td>12 </td>
<td>59.020 / 60.660 / 62.740 / 0.463 </td>
<td>2.037 / 2.288 / 20.272 / 0.652 </td>
<td>2300 / 2388 / 2487 / 26 </td></tr>
<tr class="b">
<td>5000 </td>
<td>28 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>2.099 / 2.378 / 23.672 / 0.868 </td>
<td>22667 / 22723 / 22765 / 13 </td></tr>
<tr class="a">
<td>5000 </td>
<td>28 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.080 / 0.012 </td>
<td>2.100 / 2.389 / 21.719 / 0.838 </td>
<td>22687 / 22742 / 22788 / 14 </td></tr>
<tr class="b">
<td>5000 </td>
<td>28 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.080 / 0.012 </td>
<td>2.132 / 2.393 / 23.989 / 0.763 </td>
<td>22950 / 23027 / 23106 / 21 </td></tr>
<tr class="a">
<td>5000 </td>
<td>28 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.080 / 0.012 </td>
<td>2.094 / 2.386 / 24.741 / 0.892 </td>
<td>27502 / 27565 / 27637 / 20 </td></tr>
<tr class="b">
<td>5000 </td>
<td>32 </td>
<td>4 </td>
<td>0.000 / 18.060 / 189.520 / 18.378 </td>
<td>1.686 / 1.919 / 26.851 / 0.838 </td>
<td>224 / 224 / 224 / 0 </td></tr>
<tr class="a">
<td>5000 </td>
<td>32 </td>
<td>8 </td>
<td>0.000 / 5.280 / 26.500 / 4.157 </td>
<td>1.714 / 1.930 / 21.178 / 0.750 </td>
<td>416 / 423 / 427 / 2 </td></tr>
<tr class="b">
<td>5000 </td>
<td>32 </td>
<td>12 </td>
<td>69.800 / 70.920 / 72.440 / 0.341 </td>
<td>2.034 / 2.293 / 21.420 / 0.754 </td>
<td>2160 / 2261 / 2356 / 27 </td></tr>
<tr class="a">
<td>5000 </td>
<td>32 </td>
<td>16 </td>
<td>0.000 / 0.000 / 0.080 / 0.012 </td>
<td>2.099 / 2.387 / 25.364 / 0.794 </td>
<td>21966 / 22798 / 22832 / 16 </td></tr>
<tr class="b">
<td>5000 </td>
<td>32 </td>
<td>20 </td>
<td>0.000 / 0.000 / 0.080 / 0.012 </td>
<td>2.095 / 2.410 / 41.338 / 1.022 </td>
<td>22759 / 22800 / 22839 / 11 </td></tr>
<tr class="a">
<td>5000 </td>
<td>32 </td>
<td>24 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>2.100 / 2.277 / 23.671 / 0.742 </td>
<td>22773 / 22818 / 22856 / 11 </td></tr>
<tr class="b">
<td>5000 </td>
<td>32 </td>
<td>28 </td>
<td>0.000 / 0.000 / 0.100 / 0.012 </td>
<td>2.125 / 2.435 / 20.889 / 0.961 </td>
<td>22274 / 23099 / 23169 / 23 </td></tr>
<tr class="a">
<td>5000 </td>
<td>32 </td>
<td>32 </td>
<td>0.000 / 0.000 / 0.060 / 0.012 </td>
<td>2.088 / 2.280 / 16.157 / 0.705 </td>
<td>27494 / 27565 / 27640 / 19 </td></tr>
</tbody>
</table></div></div></div>
<div class="section">
<h2><a name="Higher_Cardinalities_-_sp.3D25.2C_p.3D12.2C14.2C16"></a>Higher Cardinalities - sp=25, p=12,14,16</h2>
<table border="0" class="table table-striped">
<thead>
<tr class="a">
<th>card </th>
<th>sp </th>
<th>p </th>
<th>err l/m/h/std (% of actual) </th>
<th>time l/m/h/std (ms) </th>
<th>size l/m/h/std (b) </th></tr>
</thead><tbody>
<tr class="b">
<td>55000 </td>
<td>25 </td>
<td>12 </td>
<td>0.000 / 1.031 / 5.431 / 0.928 </td>
<td>19.336 / 22.410 / 83.150 / 3.282 </td>
<td>3467 / 3501 / 3538 / 10 </td></tr>
<tr class="a">
<td>55000 </td>
<td>25 </td>
<td>14 </td>
<td>0.000 / 0.470 / 2.525 / 0.428 </td>
<td>21.031 / 24.079 / 58.355 / 3.192 </td>
<td>11981 / 12073 / 12166 / 25 </td></tr>
<tr class="b">
<td>55000 </td>
<td>25 </td>
<td>16 </td>
<td>0.000 / 0.140 / 0.751 / 0.124 </td>
<td>25.372 / 29.282 / 99.309 / 3.888 </td>
<td>41546 / 41834 / 42083 / 74 </td></tr>
<tr class="a">
<td>60000 </td>
<td>25 </td>
<td>12 </td>
<td>0.002 / 1.080 / 5.500 / 0.936 </td>
<td>21.866 / 25.060 / 83.602 / 3.563 </td>
<td>3486 / 3519 / 3552 / 9 </td></tr>
<tr class="b">
<td>60000 </td>
<td>25 </td>
<td>14 </td>
<td>0.002 / 0.483 / 2.762 / 0.432 </td>
<td>23.089 / 26.556 / 56.951 / 3.455 </td>
<td>12056 / 12141 / 12233 / 25 </td></tr>
<tr class="a">
<td>60000 </td>
<td>25 </td>
<td>16 </td>
<td>0.000 / 0.145 / 1.552 / 0.135 </td>
<td>27.680 / 31.433 / 99.324 / 3.967 </td>
<td>42217 / 42469 / 42714 / 70 </td></tr>
<tr class="b">
<td>65000 </td>
<td>25 </td>
<td>12 </td>
<td>0.000 / 1.053 / 5.968 / 0.927 </td>
<td>23.661 / 26.901 / 59.004 / 3.475 </td>
<td>3499 / 3534 / 3565 / 9 </td></tr>
<tr class="a">
<td>65000 </td>
<td>25 </td>
<td>14 </td>
<td>0.000 / 0.483 / 2.517 / 0.431 </td>
<td>24.753 / 28.293 / 60.108 / 3.483 </td>
<td>12120 / 12206 / 12299 / 25 </td></tr>
<tr class="b">
<td>65000 </td>
<td>25 </td>
<td>16 </td>
<td>0.000 / 0.158 / 1.455 / 0.158 </td>
<td>29.270 / 33.727 / 75.299 / 4.108 </td>
<td>42757 / 43002 / 43219 / 66 </td></tr>
<tr class="a">
<td>100000 </td>
<td>25 </td>
<td>14 </td>
<td>0.001 / 0.520 / 2.814 / 0.451 </td>
<td>35.787 / 41.099 / 197.958 / 7.919 </td>
<td>12510 / 12598 / 12685 / 26 </td></tr>
</tbody>
</table>
<p><b>HLLPMeasurement tool usage</b></p>
<div>
<div>
<pre class="source">usage: HLLPMeasurement
-cd,--chart_delim &lt;CHART_DELIM&gt; Column delimiter for
the chart. Default is
pipe '|'
-cmn,--card_min &lt;CARD_MIN&gt; Lowest cardinality to
start running trials
from. Default 100
-cmx,--card_max &lt;CARD_MAX&gt; Max cardinality to run
trials up to. Default
1000
-cp,--chart_padding &lt;CHART_PADDING&gt; Amount of padding to
use for each column.
Default 20
-cs,--card_step &lt;CARD_STEP&gt; Quantity to increment
cardinality by for
each successive
measurement up until
the cardinality high
value. Default 100
-efp,--error_format_percent &lt;ERR_FORMAT_PERCENT&gt; Format error in
percent instead of
absolute terms.
Default true.
-ep,--error_percentile &lt;ERR_PERCENTILE&gt; What percentile to
calculate between
min/max for error.
Default is the median
(50th percentile)
-h,--help This screen
-nt,--num_trials &lt;NUM_TRIALS&gt; Number of trials to
run. Default 1000
-pmn,--p_min &lt;P_MIN&gt; Minimum sparse
precision to get
measurements for.
Default 4
-pmx,--p_max &lt;P_MAX&gt; Maximum sparse
precision to get
measurements for.
Default 32
-ps,--p_step &lt;P_STEP&gt; Increment precision
values by this step
amount when running
trials. Default 4
-spmn,--sp_min &lt;SP_MIN&gt; Minimum sparse
precision to get
measurements for.
Default 4
-spmx,--sp_max &lt;SP_MAX&gt; Maximum sparse
precision to get
measurements for.
Default 32
-sps,--sp_step &lt;SP_STEP&gt; Increment precision
values by this step
amount when running
trials. Default 4
-spt,--size_percentile &lt;SIZE_PERCENTILE&gt; What percentile to
calculate between
min/max for size.
Default is the median
(50th percentile)
-tp,--time_percentile &lt;ERR_PERCENTILE&gt; What percentile to
calculate between
min/max for time.
Default is the median
(50th percentile)
</pre></div></div></div>
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