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Posted to commits@gluten.apache.org by "yikf (via GitHub)" <gi...@apache.org> on 2025/01/06 02:22:47 UTC
[PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry to gluten config [incubator-gluten]
yikf opened a new pull request, #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431
## What changes were proposed in this pull request?
This PR is the part-3 of the revert [commit](https://github.com/apache/incubator-gluten/commit/70475328efb306b431252fc9eabf4e6c264b9fcb) back and is used to introduce the `ConfigEntry to gluten config.
## How was this patch tested?
GA.
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry to gluten config [incubator-gluten]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2572085331
https://github.com/apache/incubator-gluten/issues/8327
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "baibaichen (via GitHub)" <gi...@apache.org>.
baibaichen commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2574394577
With this commit https://github.com/apache/incubator-gluten/pull/8431/commits/8bf266612274eb815cac837538683cdf6b6aa437, the performance issue is fixed, see below image:
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2574564438
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "baibaichen (via GitHub)" <gi...@apache.org>.
baibaichen merged PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2572342134
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "zhztheplayer (via GitHub)" <gi...@apache.org>.
zhztheplayer commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2574159028
@yikf Thanks for bringing the code back. Is there any performance-related change you wanted to highlight between this one and the original PR?
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2572263044
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "yikf (via GitHub)" <gi...@apache.org>.
yikf commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2574247304
> @yikf Thanks for bringing the code back. Is there any performance-related change you wanted to highlight between this one and the original PR?
yes, after splitting the original PR, we identified the issue as being related to the current PR's changes. after offline discussion and investigation with @baibaichen , it was determined that the problem was caused by [the modification](https://github.com/apache/incubator-gluten/pull/8431/files#diff-b8683791e484f47ab4b26a2ce32d7a4760dc276ae0bc7621e8a500df11936d93R40). Now, we have avoided synchronization and copying.
Last night, @baibaichen verified this PR and there are no performance issues now.
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2572228930
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2572086123
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "yikf (via GitHub)" <gi...@apache.org>.
yikf commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2574250094
@zhztheplayer BTW, Please don't merge this PR for the time being. Regarding the introduction of the custom ConfigEntry, @baibaichen have another idea. We can discuss it.
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2572872642
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2572997562
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Re: [PR] [GLUTEN-8327][CORE][Part-3] Introduce the `ConfigEntry` to gluten config [incubator-gluten]
Posted by "GlutenPerfBot (via GitHub)" <gi...@apache.org>.
GlutenPerfBot commented on PR #8431:
URL: https://github.com/apache/incubator-gluten/pull/8431#issuecomment-2575904723
===== Performance report for TPCDS SF2000 with Velox backend, for reference only ====
<table border="1" cellpadding="0" cellspacing="0">
<tbody>
<tr>
<td><font color=#000000>query</font></td>
<td><font color=#000000>log/native_master_01_07_2025_time.csv</font></td>
<td><font color=#000000>log/native_master_01_07_2025_fe02feefb8_time.csv</font></td>
<td><font color=#000000>difference</font></td>
<td><font color=#000000>percentage</font></td>
</tr>
<tr>
<td><font color=#6F9915>q1</font></td>
<td><font color=#6F9915>16.78</font></td>
<td><font color=#6F9915>16.14</font></td>
<td><font color=#6F9915>-0.642</font></td>
<td><font color=#6F9915>96.17%</font></td>
</tr>
<tr>
<td><font color=#F92663>q2</font></td>
<td><font color=#F92663>13.94</font></td>
<td><font color=#F92663>17.02</font></td>
<td><font color=#F92663>3.083</font></td>
<td><font color=#F92663>122.11%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q3</font></td>
<td><font color=#6F9915>5.68</font></td>
<td><font color=#6F9915>2.90</font></td>
<td><font color=#6F9915>-2.787</font></td>
<td><font color=#6F9915>50.97%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q4</font></td>
<td><font color=#6F9915>86.46</font></td>
<td><font color=#6F9915>85.45</font></td>
<td><font color=#6F9915>-1.014</font></td>
<td><font color=#6F9915>98.83%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q5</font></td>
<td><font color=#6F9915>13.28</font></td>
<td><font color=#6F9915>12.79</font></td>
<td><font color=#6F9915>-0.487</font></td>
<td><font color=#6F9915>96.33%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q6</font></td>
<td><font color=#6F9915>5.37</font></td>
<td><font color=#6F9915>4.60</font></td>
<td><font color=#6F9915>-0.769</font></td>
<td><font color=#6F9915>85.68%</font></td>
</tr>
<tr>
<td><font color=#F92663>q7</font></td>
<td><font color=#F92663>6.06</font></td>
<td><font color=#F92663>6.73</font></td>
<td><font color=#F92663>0.673</font></td>
<td><font color=#F92663>111.10%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q8</font></td>
<td><font color=#6F9915>6.44</font></td>
<td><font color=#6F9915>4.81</font></td>
<td><font color=#6F9915>-1.629</font></td>
<td><font color=#6F9915>74.71%</font></td>
</tr>
<tr>
<td><font color=#F92663>q9</font></td>
<td><font color=#F92663>27.65</font></td>
<td><font color=#F92663>28.44</font></td>
<td><font color=#F92663>0.789</font></td>
<td><font color=#F92663>102.85%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q10</font></td>
<td><font color=#6F9915>13.31</font></td>
<td><font color=#6F9915>12.79</font></td>
<td><font color=#6F9915>-0.524</font></td>
<td><font color=#6F9915>96.07%</font></td>
</tr>
<tr>
<td><font color=#F92663>q11</font></td>
<td><font color=#F92663>42.27</font></td>
<td><font color=#F92663>42.52</font></td>
<td><font color=#F92663>0.248</font></td>
<td><font color=#F92663>100.59%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q12</font></td>
<td><font color=#6F9915>2.02</font></td>
<td><font color=#6F9915>1.96</font></td>
<td><font color=#6F9915>-0.059</font></td>
<td><font color=#6F9915>97.09%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q13</font></td>
<td><font color=#6F9915>9.13</font></td>
<td><font color=#6F9915>8.25</font></td>
<td><font color=#6F9915>-0.878</font></td>
<td><font color=#6F9915>90.38%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q14a</font></td>
<td><font color=#6F9915>62.24</font></td>
<td><font color=#6F9915>61.76</font></td>
<td><font color=#6F9915>-0.478</font></td>
<td><font color=#6F9915>99.23%</font></td>
</tr>
<tr>
<td><font color=#F92663>q14b</font></td>
<td><font color=#F92663>57.53</font></td>
<td><font color=#F92663>58.31</font></td>
<td><font color=#F92663>0.783</font></td>
<td><font color=#F92663>101.36%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q15</font></td>
<td><font color=#6F9915>3.76</font></td>
<td><font color=#6F9915>3.32</font></td>
<td><font color=#6F9915>-0.448</font></td>
<td><font color=#6F9915>88.10%</font></td>
</tr>
<tr>
<td><font color=#F92663>q16</font></td>
<td><font color=#F92663>29.08</font></td>
<td><font color=#F92663>29.25</font></td>
<td><font color=#F92663>0.172</font></td>
<td><font color=#F92663>100.59%</font></td>
</tr>
<tr>
<td><font color=#F92663>q17</font></td>
<td><font color=#F92663>7.57</font></td>
<td><font color=#F92663>7.73</font></td>
<td><font color=#F92663>0.155</font></td>
<td><font color=#F92663>102.05%</font></td>
</tr>
<tr>
<td><font color=#F92663>q18</font></td>
<td><font color=#F92663>9.63</font></td>
<td><font color=#F92663>10.09</font></td>
<td><font color=#F92663>0.461</font></td>
<td><font color=#F92663>104.78%</font></td>
</tr>
<tr>
<td><font color=#F92663>q19</font></td>
<td><font color=#F92663>3.65</font></td>
<td><font color=#F92663>3.68</font></td>
<td><font color=#F92663>0.027</font></td>
<td><font color=#F92663>100.74%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q20</font></td>
<td><font color=#6F9915>2.42</font></td>
<td><font color=#6F9915>2.39</font></td>
<td><font color=#6F9915>-0.035</font></td>
<td><font color=#6F9915>98.57%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q21</font></td>
<td><font color=#6F9915>1.59</font></td>
<td><font color=#6F9915>1.50</font></td>
<td><font color=#6F9915>-0.091</font></td>
<td><font color=#6F9915>94.29%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q22</font></td>
<td><font color=#6F9915>9.66</font></td>
<td><font color=#6F9915>9.23</font></td>
<td><font color=#6F9915>-0.423</font></td>
<td><font color=#6F9915>95.62%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q23a</font></td>
<td><font color=#6F9915>135.80</font></td>
<td><font color=#6F9915>135.52</font></td>
<td><font color=#6F9915>-0.282</font></td>
<td><font color=#6F9915>99.79%</font></td>
</tr>
<tr>
<td><font color=#F92663>q23b</font></td>
<td><font color=#F92663>162.60</font></td>
<td><font color=#F92663>163.30</font></td>
<td><font color=#F92663>0.698</font></td>
<td><font color=#F92663>100.43%</font></td>
</tr>
<tr>
<td><font color=#F92663>q24a</font></td>
<td><font color=#F92663>98.24</font></td>
<td><font color=#F92663>105.68</font></td>
<td><font color=#F92663>7.445</font></td>
<td><font color=#F92663>107.58%</font></td>
</tr>
<tr>
<td><font color=#F92663>q24b</font></td>
<td><font color=#F92663>94.68</font></td>
<td><font color=#F92663>96.70</font></td>
<td><font color=#F92663>2.017</font></td>
<td><font color=#F92663>102.13%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q25</font></td>
<td><font color=#6F9915>6.55</font></td>
<td><font color=#6F9915>6.50</font></td>
<td><font color=#6F9915>-0.050</font></td>
<td><font color=#6F9915>99.23%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q26</font></td>
<td><font color=#6F9915>4.57</font></td>
<td><font color=#6F9915>3.98</font></td>
<td><font color=#6F9915>-0.588</font></td>
<td><font color=#6F9915>87.14%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q27</font></td>
<td><font color=#6F9915>6.64</font></td>
<td><font color=#6F9915>4.58</font></td>
<td><font color=#6F9915>-2.065</font></td>
<td><font color=#6F9915>68.91%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q28</font></td>
<td><font color=#6F9915>38.71</font></td>
<td><font color=#6F9915>37.08</font></td>
<td><font color=#6F9915>-1.637</font></td>
<td><font color=#6F9915>95.77%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q29</font></td>
<td><font color=#6F9915>19.24</font></td>
<td><font color=#6F9915>17.48</font></td>
<td><font color=#6F9915>-1.761</font></td>
<td><font color=#6F9915>90.84%</font></td>
</tr>
<tr>
<td><font color=#F92663>q30</font></td>
<td><font color=#F92663>6.35</font></td>
<td><font color=#F92663>6.63</font></td>
<td><font color=#F92663>0.277</font></td>
<td><font color=#F92663>104.36%</font></td>
</tr>
<tr>
<td><font color=#F92663>q31</font></td>
<td><font color=#F92663>10.31</font></td>
<td><font color=#F92663>10.65</font></td>
<td><font color=#F92663>0.349</font></td>
<td><font color=#F92663>103.39%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q32</font></td>
<td><font color=#6F9915>2.33</font></td>
<td><font color=#6F9915>2.08</font></td>
<td><font color=#6F9915>-0.256</font></td>
<td><font color=#6F9915>89.05%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q33</font></td>
<td><font color=#6F9915>8.42</font></td>
<td><font color=#6F9915>7.52</font></td>
<td><font color=#6F9915>-0.896</font></td>
<td><font color=#6F9915>89.36%</font></td>
</tr>
<tr>
<td><font color=#F92663>q34</font></td>
<td><font color=#F92663>4.06</font></td>
<td><font color=#F92663>4.27</font></td>
<td><font color=#F92663>0.211</font></td>
<td><font color=#F92663>105.20%</font></td>
</tr>
<tr>
<td><font color=#F92663>q35</font></td>
<td><font color=#F92663>12.11</font></td>
<td><font color=#F92663>12.20</font></td>
<td><font color=#F92663>0.086</font></td>
<td><font color=#F92663>100.71%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q36</font></td>
<td><font color=#6F9915>5.53</font></td>
<td><font color=#6F9915>5.41</font></td>
<td><font color=#6F9915>-0.120</font></td>
<td><font color=#6F9915>97.83%</font></td>
</tr>
<tr>
<td><font color=#F92663>q37</font></td>
<td><font color=#F92663>5.18</font></td>
<td><font color=#F92663>5.32</font></td>
<td><font color=#F92663>0.138</font></td>
<td><font color=#F92663>102.67%</font></td>
</tr>
<tr>
<td><font color=#F92663>q38</font></td>
<td><font color=#F92663>17.21</font></td>
<td><font color=#F92663>18.16</font></td>
<td><font color=#F92663>0.954</font></td>
<td><font color=#F92663>105.54%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q39a</font></td>
<td><font color=#6F9915>5.15</font></td>
<td><font color=#6F9915>4.47</font></td>
<td><font color=#6F9915>-0.684</font></td>
<td><font color=#6F9915>86.71%</font></td>
</tr>
<tr>
<td><font color=#F92663>q39b</font></td>
<td><font color=#F92663>4.84</font></td>
<td><font color=#F92663>5.05</font></td>
<td><font color=#F92663>0.204</font></td>
<td><font color=#F92663>104.21%</font></td>
</tr>
<tr>
<td><font color=#F92663>q40</font></td>
<td><font color=#F92663>5.35</font></td>
<td><font color=#F92663>6.29</font></td>
<td><font color=#F92663>0.939</font></td>
<td><font color=#F92663>117.54%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q41</font></td>
<td><font color=#6F9915>0.90</font></td>
<td><font color=#6F9915>0.89</font></td>
<td><font color=#6F9915>-0.015</font></td>
<td><font color=#6F9915>98.29%</font></td>
</tr>
<tr>
<td><font color=#F92663>q42</font></td>
<td><font color=#F92663>1.32</font></td>
<td><font color=#F92663>1.51</font></td>
<td><font color=#F92663>0.191</font></td>
<td><font color=#F92663>114.47%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q43</font></td>
<td><font color=#6F9915>4.50</font></td>
<td><font color=#6F9915>4.50</font></td>
<td><font color=#6F9915>-0.000</font></td>
<td><font color=#6F9915>100.00%</font></td>
</tr>
<tr>
<td><font color=#F92663>q44</font></td>
<td><font color=#F92663>12.03</font></td>
<td><font color=#F92663>12.47</font></td>
<td><font color=#F92663>0.447</font></td>
<td><font color=#F92663>103.72%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q45</font></td>
<td><font color=#6F9915>4.35</font></td>
<td><font color=#6F9915>4.19</font></td>
<td><font color=#6F9915>-0.164</font></td>
<td><font color=#6F9915>96.24%</font></td>
</tr>
<tr>
<td><font color=#F92663>q46</font></td>
<td><font color=#F92663>5.28</font></td>
<td><font color=#F92663>5.78</font></td>
<td><font color=#F92663>0.499</font></td>
<td><font color=#F92663>109.45%</font></td>
</tr>
<tr>
<td><font color=#F92663>q47</font></td>
<td><font color=#F92663>20.11</font></td>
<td><font color=#F92663>20.34</font></td>
<td><font color=#F92663>0.223</font></td>
<td><font color=#F92663>101.11%</font></td>
</tr>
<tr>
<td><font color=#F92663>q48</font></td>
<td><font color=#F92663>6.29</font></td>
<td><font color=#F92663>6.78</font></td>
<td><font color=#F92663>0.491</font></td>
<td><font color=#F92663>107.82%</font></td>
</tr>
<tr>
<td><font color=#F92663>q49</font></td>
<td><font color=#F92663>10.94</font></td>
<td><font color=#F92663>11.00</font></td>
<td><font color=#F92663>0.064</font></td>
<td><font color=#F92663>100.58%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q50</font></td>
<td><font color=#6F9915>40.80</font></td>
<td><font color=#6F9915>38.42</font></td>
<td><font color=#6F9915>-2.381</font></td>
<td><font color=#6F9915>94.16%</font></td>
</tr>
<tr>
<td><font color=#F92663>q51</font></td>
<td><font color=#F92663>14.63</font></td>
<td><font color=#F92663>14.67</font></td>
<td><font color=#F92663>0.040</font></td>
<td><font color=#F92663>100.27%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q52</font></td>
<td><font color=#6F9915>1.92</font></td>
<td><font color=#6F9915>1.38</font></td>
<td><font color=#6F9915>-0.544</font></td>
<td><font color=#6F9915>71.70%</font></td>
</tr>
<tr>
<td><font color=#F92663>q53</font></td>
<td><font color=#F92663>3.05</font></td>
<td><font color=#F92663>3.31</font></td>
<td><font color=#F92663>0.259</font></td>
<td><font color=#F92663>108.50%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q54</font></td>
<td><font color=#6F9915>7.31</font></td>
<td><font color=#6F9915>6.80</font></td>
<td><font color=#6F9915>-0.512</font></td>
<td><font color=#6F9915>92.99%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q55</font></td>
<td><font color=#6F9915>1.34</font></td>
<td><font color=#6F9915>1.28</font></td>
<td><font color=#6F9915>-0.056</font></td>
<td><font color=#6F9915>95.85%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q56</font></td>
<td><font color=#6F9915>7.24</font></td>
<td><font color=#6F9915>7.13</font></td>
<td><font color=#6F9915>-0.109</font></td>
<td><font color=#6F9915>98.50%</font></td>
</tr>
<tr>
<td><font color=#F92663>q57</font></td>
<td><font color=#F92663>12.25</font></td>
<td><font color=#F92663>13.29</font></td>
<td><font color=#F92663>1.044</font></td>
<td><font color=#F92663>108.52%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q58</font></td>
<td><font color=#6F9915>3.45</font></td>
<td><font color=#6F9915>3.43</font></td>
<td><font color=#6F9915>-0.017</font></td>
<td><font color=#6F9915>99.51%</font></td>
</tr>
<tr>
<td><font color=#F92663>q59</font></td>
<td><font color=#F92663>6.36</font></td>
<td><font color=#F92663>7.14</font></td>
<td><font color=#F92663>0.778</font></td>
<td><font color=#F92663>112.23%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q60</font></td>
<td><font color=#6F9915>9.09</font></td>
<td><font color=#6F9915>8.96</font></td>
<td><font color=#6F9915>-0.126</font></td>
<td><font color=#6F9915>98.62%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q61</font></td>
<td><font color=#6F9915>8.66</font></td>
<td><font color=#6F9915>7.73</font></td>
<td><font color=#6F9915>-0.929</font></td>
<td><font color=#6F9915>89.27%</font></td>
</tr>
<tr>
<td><font color=#F92663>q62</font></td>
<td><font color=#F92663>5.06</font></td>
<td><font color=#F92663>5.09</font></td>
<td><font color=#F92663>0.034</font></td>
<td><font color=#F92663>100.68%</font></td>
</tr>
<tr>
<td><font color=#F92663>q63</font></td>
<td><font color=#F92663>3.01</font></td>
<td><font color=#F92663>3.20</font></td>
<td><font color=#F92663>0.185</font></td>
<td><font color=#F92663>106.16%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q64</font></td>
<td><font color=#6F9915>63.67</font></td>
<td><font color=#6F9915>62.56</font></td>
<td><font color=#6F9915>-1.112</font></td>
<td><font color=#6F9915>98.25%</font></td>
</tr>
<tr>
<td><font color=#F92663>q65</font></td>
<td><font color=#F92663>29.05</font></td>
<td><font color=#F92663>29.84</font></td>
<td><font color=#F92663>0.784</font></td>
<td><font color=#F92663>102.70%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q66</font></td>
<td><font color=#6F9915>4.32</font></td>
<td><font color=#6F9915>4.31</font></td>
<td><font color=#6F9915>-0.010</font></td>
<td><font color=#6F9915>99.78%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q67</font></td>
<td><font color=#6F9915>229.84</font></td>
<td><font color=#6F9915>228.28</font></td>
<td><font color=#6F9915>-1.566</font></td>
<td><font color=#6F9915>99.32%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q68</font></td>
<td><font color=#6F9915>5.31</font></td>
<td><font color=#6F9915>4.47</font></td>
<td><font color=#6F9915>-0.847</font></td>
<td><font color=#6F9915>84.07%</font></td>
</tr>
<tr>
<td><font color=#F92663>q69</font></td>
<td><font color=#F92663>7.14</font></td>
<td><font color=#F92663>7.78</font></td>
<td><font color=#F92663>0.641</font></td>
<td><font color=#F92663>108.98%</font></td>
</tr>
<tr>
<td><font color=#F92663>q70</font></td>
<td><font color=#F92663>11.98</font></td>
<td><font color=#F92663>13.06</font></td>
<td><font color=#F92663>1.077</font></td>
<td><font color=#F92663>108.99%</font></td>
</tr>
<tr>
<td><font color=#F92663>q71</font></td>
<td><font color=#F92663>5.92</font></td>
<td><font color=#F92663>6.04</font></td>
<td><font color=#F92663>0.115</font></td>
<td><font color=#F92663>101.95%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q72</font></td>
<td><font color=#6F9915>39.80</font></td>
<td><font color=#6F9915>38.45</font></td>
<td><font color=#6F9915>-1.346</font></td>
<td><font color=#6F9915>96.62%</font></td>
</tr>
<tr>
<td><font color=#F92663>q73</font></td>
<td><font color=#F92663>3.17</font></td>
<td><font color=#F92663>3.45</font></td>
<td><font color=#F92663>0.282</font></td>
<td><font color=#F92663>108.89%</font></td>
</tr>
<tr>
<td><font color=#F92663>q74</font></td>
<td><font color=#F92663>26.64</font></td>
<td><font color=#F92663>26.70</font></td>
<td><font color=#F92663>0.062</font></td>
<td><font color=#F92663>100.23%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q75</font></td>
<td><font color=#6F9915>43.95</font></td>
<td><font color=#6F9915>43.85</font></td>
<td><font color=#6F9915>-0.099</font></td>
<td><font color=#6F9915>99.77%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q76</font></td>
<td><font color=#6F9915>14.97</font></td>
<td><font color=#6F9915>14.17</font></td>
<td><font color=#6F9915>-0.801</font></td>
<td><font color=#6F9915>94.65%</font></td>
</tr>
<tr>
<td><font color=#F92663>q77</font></td>
<td><font color=#F92663>3.50</font></td>
<td><font color=#F92663>4.13</font></td>
<td><font color=#F92663>0.626</font></td>
<td><font color=#F92663>117.86%</font></td>
</tr>
<tr>
<td><font color=#F92663>q78</font></td>
<td><font color=#F92663>84.27</font></td>
<td><font color=#F92663>84.42</font></td>
<td><font color=#F92663>0.146</font></td>
<td><font color=#F92663>100.17%</font></td>
</tr>
<tr>
<td><font color=#F92663>q79</font></td>
<td><font color=#F92663>5.13</font></td>
<td><font color=#F92663>5.28</font></td>
<td><font color=#F92663>0.145</font></td>
<td><font color=#F92663>102.83%</font></td>
</tr>
<tr>
<td><font color=#F92663>q80</font></td>
<td><font color=#F92663>16.67</font></td>
<td><font color=#F92663>16.95</font></td>
<td><font color=#F92663>0.288</font></td>
<td><font color=#F92663>101.73%</font></td>
</tr>
<tr>
<td><font color=#F92663>q81</font></td>
<td><font color=#F92663>8.33</font></td>
<td><font color=#F92663>8.49</font></td>
<td><font color=#F92663>0.159</font></td>
<td><font color=#F92663>101.91%</font></td>
</tr>
<tr>
<td><font color=#F92663>q82</font></td>
<td><font color=#F92663>10.07</font></td>
<td><font color=#F92663>10.13</font></td>
<td><font color=#F92663>0.065</font></td>
<td><font color=#F92663>100.65%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q83</font></td>
<td><font color=#6F9915>2.79</font></td>
<td><font color=#6F9915>2.58</font></td>
<td><font color=#6F9915>-0.203</font></td>
<td><font color=#6F9915>92.71%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q84</font></td>
<td><font color=#6F9915>4.03</font></td>
<td><font color=#6F9915>3.59</font></td>
<td><font color=#6F9915>-0.444</font></td>
<td><font color=#6F9915>89.00%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q85</font></td>
<td><font color=#6F9915>10.14</font></td>
<td><font color=#6F9915>9.86</font></td>
<td><font color=#6F9915>-0.280</font></td>
<td><font color=#6F9915>97.24%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q86</font></td>
<td><font color=#6F9915>4.66</font></td>
<td><font color=#6F9915>4.57</font></td>
<td><font color=#6F9915>-0.096</font></td>
<td><font color=#6F9915>97.95%</font></td>
</tr>
<tr>
<td><font color=#F92663>q87</font></td>
<td><font color=#F92663>17.74</font></td>
<td><font color=#F92663>18.85</font></td>
<td><font color=#F92663>1.111</font></td>
<td><font color=#F92663>106.26%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q88</font></td>
<td><font color=#6F9915>23.86</font></td>
<td><font color=#6F9915>23.24</font></td>
<td><font color=#6F9915>-0.623</font></td>
<td><font color=#6F9915>97.39%</font></td>
</tr>
<tr>
<td><font color=#F92663>q89</font></td>
<td><font color=#F92663>4.43</font></td>
<td><font color=#F92663>4.68</font></td>
<td><font color=#F92663>0.243</font></td>
<td><font color=#F92663>105.48%</font></td>
</tr>
<tr>
<td><font color=#F92663>q90</font></td>
<td><font color=#F92663>3.20</font></td>
<td><font color=#F92663>3.30</font></td>
<td><font color=#F92663>0.099</font></td>
<td><font color=#F92663>103.08%</font></td>
</tr>
<tr>
<td><font color=#F92663>q91</font></td>
<td><font color=#F92663>5.24</font></td>
<td><font color=#F92663>5.51</font></td>
<td><font color=#F92663>0.274</font></td>
<td><font color=#F92663>105.24%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q92</font></td>
<td><font color=#6F9915>2.20</font></td>
<td><font color=#6F9915>2.15</font></td>
<td><font color=#6F9915>-0.058</font></td>
<td><font color=#6F9915>97.37%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q93</font></td>
<td><font color=#6F9915>54.78</font></td>
<td><font color=#6F9915>54.10</font></td>
<td><font color=#6F9915>-0.684</font></td>
<td><font color=#6F9915>98.75%</font></td>
</tr>
<tr>
<td><font color=#F92663>q94</font></td>
<td><font color=#F92663>16.92</font></td>
<td><font color=#F92663>16.93</font></td>
<td><font color=#F92663>0.014</font></td>
<td><font color=#F92663>100.08%</font></td>
</tr>
<tr>
<td><font color=#F92663>q9</font></td>
<td><font color=#F92663>96.04</font></td>
<td><font color=#F92663>97.68</font></td>
<td><font color=#F92663>1.646</font></td>
<td><font color=#F92663>101.71%</font></td>
</tr>
<tr>
<td><font color=#F92663>q5</font></td>
<td><font color=#F92663>2.93</font></td>
<td><font color=#F92663>3.01</font></td>
<td><font color=#F92663>0.083</font></td>
<td><font color=#F92663>102.85%</font></td>
</tr>
<tr>
<td><font color=#F92663>q96</font></td>
<td><font color=#F92663>28.05</font></td>
<td><font color=#F92663>28.58</font></td>
<td><font color=#F92663>0.523</font></td>
<td><font color=#F92663>101.87%</font></td>
</tr>
<tr>
<td><font color=#6F9915>q97</font></td>
<td><font color=#6F9915>2.77</font></td>
<td><font color=#6F9915>2.75</font></td>
<td><font color=#6F9915>-0.013</font></td>
<td><font color=#6F9915>99.54%</font></td>
</tr>
<tr>
<td><font color=#F92663>q98</font></td>
<td><font color=#F92663>10.39</font></td>
<td><font color=#F92663>10.63</font></td>
<td><font color=#F92663>0.242</font></td>
<td><font color=#F92663>102.33%</font></td>
</tr>
<tr>
<td><font color=#F92663>q99</font></td>
<td><font color=#F92663>10.39</font></td>
<td><font color=#F92663>10.63</font></td>
<td><font color=#F92663>0.242</font></td>
<td><font color=#F92663>102.33%</font></td>
</tr>
<tr>
<td><font color=#F92663>total</font></td>
<td><font color=#F92663>2183.21</font></td>
<td><font color=#F92663>2184.16</font></td>
<td><font color=#F92663>0.953</font></td>
<td><font color=#F92663>100.04%</font></td>
</tr>
</tbody>
</table>
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