97510 2012-09-24 18:32:03 -0700 Some perf. tests have variances that differ greatly between runs 2013-03-03 15:21:26 -0800 1 1 1 Unclassified WebKit Tools / Tests 528+ (Nightly build) Unspecified Unspecified RESOLVED FIXED P2 Normal --- 97625 99800 105685 106078 106172 111030 77037 105003 1 rniwa rniwa abarth dpranke eric haraken jhammel mjs morrita ojan slewis webkit.review.bot oldest_to_newest 727160 0 165486 rniwa 2012-09-24 18:32:03 -0700 Created attachment 165486 Two consecutive runs of perf. tests at r129387 floats_20_100 has really small in-run variances but has a large between-run variance: http://webkit-perf.appspot.com/graph.html#tests=[[477032,2001,3001]]&sel=1347931595661,1348536395661,408.9015180414373,486.55303319295246&displayrange=7&datatype=running Bindings/scroll-top has the same problem: http://webkit-perf.appspot.com/graph.html#tests=[[2932950,2001,3001],[2932950,2001,963028],[2932950,2001,32196]]&sel=1347932196853.843,1348536395661,24.128788890260637,166.97916767813942&displayrange=7&datatype=running So does Dromaeo/jslib-attr-prototype: http://webkit-perf.appspot.com/graph.html#tests=[[45011,2001,3001],[45011,2001,963028],[45011,2001,32196]]&sel=1347932196853.843,1348536395661&displayrange=7&datatype=running All these tests result in false positive on results page (see attachment). 727162 1 rniwa 2012-09-24 18:35:26 -0700 I've considered the following two approaches to solve this problem: 1. Increase the number of samples we take in each test (js code change). 2. Reduce the number of samples taken in each test by a factor of roughly 4, and run the same in 4 different instances of DumpRenderTree. I'm going to post a whole bunch of results pages now but the results appear to indicate that we should do take the approach 2. 727163 2 165487 rniwa 2012-09-24 18:36:03 -0700 Created attachment 165487 layout_20_100 (original) 727165 3 165488 rniwa 2012-09-24 18:36:35 -0700 Created attachment 165488 lyaout_20_100 (approach 1) 727166 4 165489 rniwa 2012-09-24 18:36:58 -0700 Created attachment 165489 layout_20_100 (approach 2) 727168 5 165490 rniwa 2012-09-24 18:37:42 -0700 Created attachment 165490 scroll-top (original) 727169 6 165491 rniwa 2012-09-24 18:38:01 -0700 Created attachment 165491 scroll-top (approach 1) 727170 7 165492 rniwa 2012-09-24 18:38:30 -0700 Created attachment 165492 scroll-top (approach 2) 727171 8 165493 rniwa 2012-09-24 18:39:15 -0700 Created attachment 165493 js-attr-prototype (original) 727173 9 165494 rniwa 2012-09-24 18:39:48 -0700 Created attachment 165494 js-attr-prototype (approach 1) 727175 10 165495 rniwa 2012-09-24 18:40:24 -0700 Created attachment 165495 js-attr-prototype (approach 2) 727177 11 rniwa 2012-09-24 18:42:24 -0700 To elaborate more on the two approaches, let me give you an example. Suppose we have a sample test that has 20 iterations. Approach 1 increases the number of iterations to, say, 100. Approach 2 reduces the number of iterations to 5, but then runs it 4 times, each using a different instance of DumpRenderTree. 727187 12 haraken 2012-09-24 18:51:24 -0700 General comment: In my experience, an average value is strongly affected by a couple of outliers. How about calculating the average value after discarding one or two outliers (i.e. discarding one or two largest values)? Or how about using a median instead of an average? What we are interested in is not the distribution of execution times but the execution time in "common cases". In that sense, in order to observe what we want to observe, it might make more sense to observe a median or an average that ignores outliers than observe a pure average of all values. 727212 13 rniwa 2012-09-24 19:53:23 -0700 (In reply to comment #12) > General comment: In my experience, an average value is strongly affected by a couple of outliers. How about calculating the average value after discarding one or two outliers (i.e. discarding one or two largest values)? Or how about using a median instead of an average? You can take a look at each graph (click on the test to show the graph, and then click on the graph to adjust the y-axis), but I don't think discarding one or two extrema or using median wouldn't help here because some of these tests have bi-modal distributions. 727216 14 rniwa 2012-09-24 19:57:27 -0700 Also, take a look at the graph on https://bug-97510-attachments.webkit.org/attachment.cgi?id=165488 (layout_20_100 with 100 iterations). There, values are not only multi-modal but both means and medians are centered at different values in different runs. 732070 15 slewis 2012-10-01 15:44:04 -0700 IMO you want to run enough iterations so that issues in repeating code are found (i.e. if the javascript heap size increases each time slowing stuff down), but running multiple instances does improve variance and it reduces the risk of an entire run being an outlier. 732102 16 rniwa 2012-10-01 16:18:21 -0700 (In reply to comment #15) > IMO you want to run enough iterations so that issues in repeating code are found (i.e. if the javascript heap size increases each time slowing stuff down), but running multiple instances does improve variance and it reduces the risk of an entire run being an outlier. In V8 at least, there are some global variables that are initialized at startup, which is then used to compute hashes, etc... So just increasing the number of iterations doesn't help. See results labeled "(approach 1)", 836134 17 189027 rniwa 2013-02-19 01:54:14 -0800 Created attachment 189027 Work in progress 843893 18 190681 rniwa 2013-02-28 01:49:56 -0800 Created attachment 190681 Work in progress 2 844576 19 190829 rniwa 2013-02-28 15:58:23 -0800 Created attachment 190829 Patch 844582 20 190831 rniwa 2013-02-28 16:01:32 -0800 Created attachment 190831 Fixed a harness test 845628 21 190831 benjamin 2013-03-01 16:49:45 -0800 Comment on attachment 190831 Fixed a harness test View in context: https://bugs.webkit.org/attachment.cgi?id=190831&action=review I can't wait to see the result on the bots. > PerformanceTests/Dromaeo/resources/dromaeorunner.js:9 > setup: function(testName) { > - PerfTestRunner.prepareToMeasureValuesAsync({iterationCount: 5, doNotMeasureMemoryUsage: true, doNotIgnoreInitialRun: true, unit: 'runs/s'}); > + PerfTestRunner.prepareToMeasureValuesAsync({dromaeoIterationCount: 5, doNotMeasureMemoryUsage: true, doNotIgnoreInitialRun: true, unit: 'runs/s'}); > > var iframe = document.createElement("iframe"); > - var url = DRT.baseURL + "?" + testName + '&numTests=' + PerfTestRunner.iterationCount(); > + var url = DRT.baseURL + "?" + testName + '&numTests=' + 5; var dromaeoIterationCount; PerfTestRunner.prepareToMeasureValuesAsync({dromaeoIterationCount: dromaeoIterationCount, Foobar) [...] var url = DRT.baseURL + "?" + testName + '&numTests=' + dromaeoIterationCount; > PerformanceTests/resources/runner.js:158 > + iterationCount = test.dromaeoIterationCount || (window.testRunner ? 5 : 20); Damn, JavaScript is ugly :-D > Tools/Scripts/webkitpy/performance_tests/perftest.py:110 > + def __init__(self, port, test_name, test_path, process_count=4): process_count -> process_run_count or something alike? > Tools/Scripts/webkitpy/performance_tests/perftest.py:134 > + for _ in range(0, self._process_count): xrange? Gosh I hate python sometime :) > Tools/Scripts/webkitpy/performance_tests/perftest.py:138 > + if not self._run_with_driver(driver, time_out_ms): > + return None You may have 3 run with results and one that failed? 845716 22 191091 rniwa 2013-03-01 20:35:59 -0800 Created attachment 191091 Updated per comment and introduced iteration groups 845973 23 191091 eric 2013-03-03 01:20:19 -0800 Comment on attachment 191091 Updated per comment and introduced iteration groups View in context: https://bugs.webkit.org/attachment.cgi?id=191091&action=review > Tools/Scripts/webkitpy/performance_tests/perftest.py:383 > - for i in range(0, 20): > + for i in range(0, 6): What does this do? 845974 24 191091 eric 2013-03-03 01:21:00 -0800 Comment on attachment 191091 Updated per comment and introduced iteration groups I would have split the iteration change half out into a separate patch. That would ahve reduced the size by half, and made the two independent perf results changes separate. 845975 25 191091 rniwa 2013-03-03 01:21:44 -0800 Comment on attachment 191091 Updated per comment and introduced iteration groups View in context: https://bugs.webkit.org/attachment.cgi?id=191091&action=review >> Tools/Scripts/webkitpy/performance_tests/perftest.py:383 >> + for i in range(0, 6): > > What does this do? It'll do 6 runs instead of 20 for a given driver. 20 should have been 21 since we ignore the first run. It was a bug :( 846099 26 191091 rniwa 2013-03-03 15:21:21 -0800 Comment on attachment 191091 Updated per comment and introduced iteration groups Clearing flags on attachment: 191091 Committed r144583: <http://trac.webkit.org/changeset/144583> 846100 27 rniwa 2013-03-03 15:21:26 -0800 All reviewed patches have been landed. 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