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LinkedFromMasterIs this issue linked from the master perf issueIs this issue linked from the master perf issueamperearch-arm64branch-refs/heads/mainkind-micro_monomono-aotos-linuxperf-regressionruntime-mono
Description
Run Information
| Architecture | arm64 |
|---|---|
| OS | ubuntu 20.04 |
| Baseline | f2ac74bf23663b7ced738f0f363f97304a2e756e |
| Compare | d2f87f4143b41dfb0ca8f99a50d639702b9aaaf5 |
| Diff | Diff |
Regressions in System.Linq.Tests.Perf_Enumerable
Repro
General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md
Payloads
Repro Steps
Prerequisites (Files either built locally (with build.(sh/cmd) or downloaded from payload above (if same system setup) (in this order))
- Libraries build extracted to
runtime/artifactsor build instructions: Libraries README args:-subset libs+libs.tests -rc release -configuration Release -arch $RunArch -framework net8.0 - CoreCLR product build extracted to
runtime/artifacts/bin/coreclr/$RunOS.$RunArch.Release, build instructions: CoreCLR README args:-subset clr+libs -rc release -configuration Release -arch $RunArch -framework net8.0 - AOT MONO build extracted to
runtime/artifacts/bin/mono/$RunOS.$RunArch.Release, build instructions: MONO README args:-arch $RunArch -os $RunOS -s mono+libs+host+packs -c Release /p:CrossBuild=false /p:MonoLLVMUseCxx11Abi=false - Dotnet SDK installed for dotnet commands
- Running commands from the runtime folder
Linux
# Set $RunDir to the runtime directory
RunDir=`pwd`
# Set the OS, arch, and OSId
RunOS='linux'
RunOSId='linux'
RunArch='x64'
# Create aot directory
mkdir -p $RunDir/artifacts/bin/aot/sgen
mkdir -p $RunDir/artifacts/bin/aot/pack
cp -r $RunDir/artifacts/obj/mono/$RunOS.$RunArch.Release/mono/* $RunDir/artifacts/bin/aot/sgen
cp -r $RunDir/artifacts/bin/microsoft.netcore.app.runtime.$RunOS-$RunArch/Release/* $RunDir/artifacts/bin/aot/pack
# Create Core Root
$RunDir/src/tests/build.sh release $RunArch generatelayoutonly /p:LibrariesConfiguration=Release
# Clone performance
git clone --branch main --depth 1 --quiet https://github.com/dotnet/performance.git $RunDir/performance
# One line run:
python3 $RunDir/performance/scripts/benchmarks_ci.py --csproj $RunDir/performance/src/benchmarks/micro/MicroBenchmarks.csproj --incremental no --architecture $RunArch -f net8.0 --filter 'System.Linq.Tests.Perf_Enumerable*' --bdn-artifacts $RunDir/artifacts/BenchmarkDotNet.Artifacts --bdn-arguments="--anyCategories Libraries Runtime --category-exclusion-filter NoAOT NoWASM --runtimes monoaotllvm --aotcompilerpath $RunDir/artifacts/bin/aot/sgen/mini/mono-sgen --customruntimepack $RunDir/artifacts/bin/aot/pack --aotcompilermode llvm --logBuildOutput --generateBinLog"
# Individual Commands:
# Restore
dotnet restore $RunDir/performance/src/benchmarks/micro/MicroBenchmarks.csproj --packages $RunDir/performance/artifacts/packages /p:UseSharedCompilation=false /p:BuildInParallel=false /m:1
# Build
dotnet build $RunDir/performance/src/benchmarks/micro/MicroBenchmarks.csproj --configuration Release --framework net8.0 --no-restore /p:NuGetPackageRoot=$RunDir/performance/artifacts/packages /p:UseSharedCompilation=false /p:BuildInParallel=false /m:1
# Run
dotnet run --project $RunDir/performance/src/benchmarks/micro/MicroBenchmarks.csproj --configuration Release --framework net8.0 --no-restore --no-build -- --filter System.Linq.Tests.Perf_Enumerable* --anyCategories Libraries Runtime " --category-exclusion-filter NoAOT NoWASM --runtimes monoaotllvm --aotcompilerpath $RunDir/artifacts/bin/aot/sgen/mini/mono-sgen --customruntimepack $RunDir/artifacts/bin/aot/pack --aotcompilermode llvm --logBuildOutput --generateBinLog " --artifacts $RunDir/artifacts/BenchmarkDotNet.Artifacts --packages $RunDir/performance/artifacts/packages --buildTimeout 1200Windows
# Set $RunDir to the runtime directory
$RunDir="FullPathHere"
# Set the OS, arch, and OSId
RunOS='windows'
RunOSId='win'
RunArch='x64'
# Create aot directory
mkdir $RunDir\artifacts\bin\aot\sgen
mkdir $RunDir\artifacts\bin\aot\pack
xcopy $RunDir\artifacts\obj\mono\$RunOS.$RunArch.Release\mono $RunDir\artifacts\bin\aot\sgen\ /e /y
xcopy $RunDir\artifacts\bin\microsoft.netcore.app.runtime.$RunOSId-$RunArch\Release $RunDir\artifacts\bin\aot\pack\ /e /y
# Create Core Root
$RunDir\src\tests\build.cmd release $RunArch generatelayoutonly /p:LibrariesConfiguration=Release
# Clone performance
git clone --branch main --depth 1 --quiet https://github.com/dotnet/performance.git $RunDir\performance
# One line run:
python3 $RunDir\performance\scripts\benchmarks_ci.py --csproj $RunDir\performance\src\benchmarks\micro\MicroBenchmarks.csproj --incremental no --architecture $RunArch -f net8.0 --filter 'System.Linq.Tests.Perf_Enumerable*' --bdn-artifacts $RunDir\artifacts\BenchmarkDotNet.Artifacts --bdn-arguments="--anyCategories Libraries Runtime --category-exclusion-filter NoAOT NoWASM --runtimes monoaotllvm --aotcompilerpath $RunDir\artifacts\bin\aot\sgen\mini\mono-sgen.exe --customruntimepack $RunDir\artifacts\bin\aot\pack --aotcompilermode llvm --logBuildOutput --generateBinLog"
# Individual Commands:
# Restore
dotnet restore $RunDir\performance\src\benchmarks\micro\MicroBenchmarks.csproj --packages $RunDir\performance\artifacts\packages /p:UseSharedCompilation=false /p:BuildInParallel=false /m:1
# Build
dotnet build $RunDir\performance\src\benchmarks\micro\MicroBenchmarks.csproj --configuration Release --framework net8.0 --no-restore /p:NuGetPackageRoot=$RunDir\performance\artifacts\packages /p:UseSharedCompilation=false /p:BuildInParallel=false /m:1
# Run
dotnet run --project $RunDir\performance\src\benchmarks\micro\MicroBenchmarks.csproj --configuration Release --framework net8.0 --no-restore --no-build -- --filter System.Linq.Tests.Perf_Enumerable* --anyCategories Libraries Runtime " --category-exclusion-filter NoAOT NoWASM --runtimes monoaotllvm --aotcompilerpath $RunDir\artifacts\bin\aot\sgen\mini\mono-sgen.exe --customruntimepack $RunDir\artifacts\bin\aot\pack -aotcompilermode llvm --logBuildOutput --generateBinLog " --artifacts $RunDir\artifacts\BenchmarkDotNet.Artifacts --packages $RunDir\performance\artifacts\packages --buildTimeout 1200Details
Payloads
Histogram
System.Linq.Tests.Perf_Enumerable.WhereAny_LastElementMatches(input: IEnumerable)
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.4100617137151674 > 1.3912754264302953.
IsChangePoint: Marked as a change because one of 1/5/2023 4:05:11 PM, 3/2/2023 6:22:31 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -20.335570028283133 (T) = (0 -1407.5933025737643) / Math.Sqrt((179.06798526915375 / (23)) + (127.30537244516937 / (19))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (23) + (19) - 2, .025) and -0.0581852372186088 = (1330.1955584577597 - 1407.5933025737643) / 1330.1955584577597 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.Average(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.0805611844237626 > 1049.685872954852.
IsChangePoint: Marked as a change because one of 1/5/2023 4:05:11 PM, 3/2/2023 6:22:31 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -21.502818160941718 (T) = (0 -1081.9773048239765) / Math.Sqrt((280.4794402390143 / (23)) + (2.961352579552723 / (19))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (23) + (19) - 2, .025) and -0.07508708355225918 = (1006.4089889806423 - 1081.9773048239765) / 1006.4089889806423 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.Min(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.0894356950304733 > 1.0608053431529545.
IsChangePoint: Marked as a change because one of 3/2/2023 6:22:31 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -25.842188953246694 (T) = (0 -1090.0566116610821) / Math.Sqrt((172.5451934219008 / (23)) + (1.7113395873656077 / (19))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (23) + (19) - 2, .025) and -0.06988714975277947 = (1018.8519526689925 - 1090.0566116610821) / 1018.8519526689925 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.FirstWithPredicate_LastElementMatches(input: Array)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.2997866750208853 > 1.2677539197955952.
IsChangePoint: Marked as a change because one of 1/5/2023 4:05:11 PM, 3/1/2023 10:50:04 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -24.472756883398002 (T) = (0 -1286.0778637835201) / Math.Sqrt((48.898682866744835 / (20)) + (157.94554132866915 / (22))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (20) + (22) - 2, .025) and -0.0627372674158019 = (1210.1559841886442 - 1286.0778637835201) / 1210.1559841886442 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.SingleWithPredicate_FirstElementMatches(input: Array)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.2799567276290007 > 1.2558502503344633.
IsChangePoint: Marked as a change because one of 1/5/2023 4:05:11 PM, 3/2/2023 6:22:31 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -17.49715567891471 (T) = (0 -1281.194139175015) / Math.Sqrt((172.65219020358703 / (23)) + (245.3816149010689 / (19))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (23) + (19) - 2, .025) and -0.06577505701307663 = (1202.1243420404942 - 1281.194139175015) / 1202.1243420404942 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.Count(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 570.6589722585271 > 544.7699132780987.
IsChangePoint: Marked as a change because one of 3/1/2023 10:50:04 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -12.718456637450243 (T) = (0 -572.0504114535192) / Math.Sqrt((122.53697683523527 / (20)) + (215.02836114323867 / (22))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (20) + (22) - 2, .025) and -0.09728107938392042 = (521.33443490587 - 572.0504114535192) / 521.33443490587 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.SingleWithPredicate_LastElementMatches(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.3072749137521356 > 1.2769915719245697.
IsChangePoint: Marked as a change because one of 1/5/2023 4:05:11 PM, 3/2/2023 4:26:55 AM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -29.236393924654703 (T) = (0 -1297.5099086201506) / Math.Sqrt((81.98713690270743 / (21)) + (64.01787788163438 / (20))) is less than -2.0226909200346674 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (21) + (20) - 2, .025) and -0.06389944211500316 = (1219.5794614204667 - 1297.5099086201506) / 1219.5794614204667 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.Max(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.1061397158185236 > 1.0741649798717279.
IsChangePoint: Marked as a change because one of 3/2/2023 4:26:55 AM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -42.16487258321924 (T) = (0 -1107.4836241798473) / Math.Sqrt((76.47190297809051 / (21)) + (2.41958762519313 / (21))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (21) + (21) - 2, .025) and -0.07967299665223782 = (1025.758380189041 - 1107.4836241798473) / 1025.758380189041 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.Aggregate(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.2605934894779443 > 1.2339441928265924.
IsChangePoint: Marked as a change because one of 11/11/2022 5:53:56 PM, 1/5/2023 4:05:11 PM, 3/2/2023 4:26:55 AM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -20.60962952741124 (T) = (0 -1270.9282639986136) / Math.Sqrt((89.18754141006266 / (21)) + (329.5180939444137 / (21))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (21) + (21) - 2, .025) and -0.07806160602980365 = (1178.9013326233585 - 1270.9282639986136) / 1178.9013326233585 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.Concat_TenTimes(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 25.029088283762057 > 24.80709518126888.
IsChangePoint: Marked as a change because one of 3/2/2023 6:22:31 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -25.14424427120247 (T) = (0 -25037.053511793685) / Math.Sqrt((42973.63947110707 / (23)) + (15833.474660107937 / (19))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (23) + (19) - 2, .025) and -0.05507601291787405 = (23730.094519495575 - 25037.053511793685) / 23730.094519495575 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.SequenceEqual(input1: IEnumerable, input2: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 2.3822457350447115 > 2.3463670317398306.
IsChangePoint: Marked as a change because one of 3/1/2023 10:50:04 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -28.414681040468253 (T) = (0 -2391.642570885394) / Math.Sqrt((178.13051775491874 / (20)) + (423.7753139155936 / (22))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (20) + (22) - 2, .025) and -0.06730065824180956 = (2240.8330327699837 - 2391.642570885394) / 2240.8330327699837 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.WhereFirst_LastElementMatches(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.4003928187646741 > 1.3776051683457218.
IsChangePoint: Marked as a change because one of 1/5/2023 4:05:11 PM, 3/2/2023 6:22:31 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -24.25571996880671 (T) = (0 -1399.3168187241815) / Math.Sqrt((214.09976886018683 / (23)) + (35.732389752738506 / (19))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (23) + (19) - 2, .025) and -0.061551911305598866 = (1318.1803017086247 - 1399.3168187241815) / 1318.1803017086247 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.AnyWithPredicate_LastElementMatches(input: Array)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.3262560860504153 > 1.2677685219934975.
IsChangePoint: Marked as a change because one of 1/5/2023 4:05:11 PM, 3/1/2023 10:50:04 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -17.201703815488603 (T) = (0 -1292.685891191714) / Math.Sqrt((32.46996973490178 / (20)) + (496.8206048309925 / (22))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (20) + (22) - 2, .025) and -0.0700565891108008 = (1208.0537649564071 - 1292.685891191714) / 1208.0537649564071 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.Skip_One(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 2.4596523002516517 > 2.430588655494419.
IsChangePoint: Marked as a change because one of 3/2/2023 6:22:31 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -19.663969385046073 (T) = (0 -2455.481641812855) / Math.Sqrt((814.8541942266912 / (23)) + (112.66742022011212 / (19))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (23) + (19) - 2, .025) and -0.05429739708803397 = (2329.0218192655007 - 2455.481641812855) / 2329.0218192655007 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.All_AllElementsMatch(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.286862364453665 > 1.2829352607731042.
IsChangePoint: Marked as a change because one of 1/5/2023 4:05:11 PM, 3/1/2023 10:50:04 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -15.023621100659762 (T) = (0 -1300.5774685998042) / Math.Sqrt((55.30325782021996 / (20)) + (611.5783045714226 / (22))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (20) + (22) - 2, .025) and -0.06821894909673178 = (1217.519563474839 - 1300.5774685998042) / 1217.519563474839 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.Aggregate_Seed(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.2838242638955077 > 1.2490459217223573.
IsChangePoint: Marked as a change because one of 1/5/2023 4:05:11 PM, 3/1/2023 10:50:04 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -28.88025530064354 (T) = (0 -1284.0907817174034) / Math.Sqrt((91.63633991805372 / (20)) + (115.11338138860545 / (22))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (20) + (22) - 2, .025) and -0.0757992577502073 = (1193.615604832068 - 1284.0907817174034) / 1193.615604832068 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.Sum(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.203521272184763 > 1.1893851712354324.
IsChangePoint: Marked as a change because one of 3/1/2023 10:50:04 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -45.20515300306318 (T) = (0 -1201.5277448582551) / Math.Sqrt((4.145235238352749 / (20)) + (45.213536928476366 / (22))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (20) + (22) - 2, .025) and -0.05998471521391383 = (1133.5330855367822 - 1201.5277448582551) / 1133.5330855367822 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.WhereSingle_LastElementMatches(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.4057905645887014 > 1.3922075797185935.
IsChangePoint: Marked as a change because one of 1/5/2023 4:05:11 PM, 3/2/2023 6:22:31 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -21.061820431412233 (T) = (0 -1414.0178747096481) / Math.Sqrt((181.55454119426952 / (23)) + (130.94762024568956 / (19))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (23) + (19) - 2, .025) and -0.06075416357139116 = (1333.0307089711287 - 1414.0178747096481) / 1333.0307089711287 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.SingleWithPredicate_LastElementMatches(input: Array)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.3022593811202505 > 1.2787063466362671.
IsChangePoint: Marked as a change because one of 11/24/2022 8:21:24 PM, 1/5/2023 11:12:07 AM, 3/1/2023 10:50:04 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -26.492907639387635 (T) = (0 -1300.2695917024955) / Math.Sqrt((45.660773585466515 / (20)) + (175.75255414854183 / (22))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (20) + (22) - 2, .025) and -0.06986304245864235 = (1215.3607892785585 - 1300.2695917024955) / 1215.3607892785585 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.WhereSingleOrDefault_LastElementMatches(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.4134269025357058 > 1.3931963021100526.
IsChangePoint: Marked as a change because one of 1/5/2023 4:05:11 PM, 3/1/2023 10:50:04 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -28.846911702516056 (T) = (0 -1411.6385997273999) / Math.Sqrt((17.21678967551934 / (20)) + (160.79938514214876 / (22))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (20) + (22) - 2, .025) and -0.06203291842281312 = (1329.1853531468437 - 1411.6385997273999) / 1329.1853531468437 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.WhereLast_LastElementMatches(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.410254541515289 > 1.4028670999183501.
IsChangePoint: Marked as a change because one of 1/5/2023 4:05:11 PM, 3/2/2023 6:22:31 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -15.946272723969567 (T) = (0 -1427.6248955766769) / Math.Sqrt((184.36939186847505 / (23)) + (422.00804389988406 / (19))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (23) + (19) - 2, .025) and -0.0654285027155294 = (1339.9537293567735 - 1427.6248955766769) / 1339.9537293567735 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.Contains_ElementNotFound(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.3936444252615843 > 1.389785774750381.
IsChangePoint: Marked as a change because one of 3/1/2023 10:50:04 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -61.55328533371159 (T) = (0 -1395.6297782366576) / Math.Sqrt((13.133703696852827 / (20)) + (15.576180752020518 / (22))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (20) + (22) - 2, .025) and -0.05432148224111866 = (1323.723173381649 - 1395.6297782366576) / 1323.723173381649 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
```#### System.Linq.Tests.Perf_Enumerable.SingleWithPredicate_FirstElementMatches(input: IEnumerable)
```log
Description of detection logic
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsRegressionBase: Marked as regression because the compare was 5% greater than the baseline, and the value was not too small.
IsRegressionChecked: Marked as regression because the three check build points were 0.05 greater than the baseline.
IsRegressionWindowed: Marked as regression because 1.2710523686062256 > 1.2585805195720843.
IsChangePoint: Marked as a change because one of 12/21/2022 10:31:08 AM, 3/1/2023 10:50:04 PM, 3/7/2023 9:28:02 PM falls between 2/27/2023 8:52:52 AM and 3/7/2023 9:28:02 PM.
IsRegressionStdDev: Marked as regression because -17.89427008791966 (T) = (0 -1279.0119730575177) / Math.Sqrt((52.68854675638544 / (20)) + (335.78906302848674 / (22))) is less than -2.0210753903043583 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (20) + (22) - 2, .025) and -0.06291202919520386 = (1203.309340685453 - 1279.0119730575177) / 1203.309340685453 is less than -0.05.
IsImprovementBase: Marked as not an improvement because the compare was not 5% less than the baseline, or the value was too small.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.
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LinkedFromMasterIs this issue linked from the master perf issueIs this issue linked from the master perf issueamperearch-arm64branch-refs/heads/mainkind-micro_monomono-aotos-linuxperf-regressionruntime-mono