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[Perf] Regressions on Multiple platforms, 8/8/2024 11:52:00 PM #106345

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[Perf] Regressions on Multiple platforms, 8/8/2024 11:52:00 PM#106345
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tannergooding
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arch-x64area-Metaos-linuxLinux OS (any supported distro)runtime-coreclrspecific to the CoreCLR runtimetenet-performancePerformance related issuetenet-performance-benchmarksIssue from performance benchmark
Milestone
9.0.0

Description

@performanceautofiler
performanceautofiler
bot
opened on Aug 13, 2024

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Tests.Perf_Version

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
36.32 ns 40.57 ns 1.12 0.16 False
26.24 ns 28.18 ns 1.07 0.14 False

graph
graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Tests.Perf_Version*'
Details

System.Tests.Perf_Version.TryParse3

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Histogram

JIT Disasms

System.Tests.Perf_Version.TryParse2

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Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Text.Perf_Ascii

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
8.10 ns 10.19 ns 1.26 0.06 False

graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Text.Perf_Ascii*'
Details

System.Text.Perf_Ascii.Equals_Chars(Size: 128)

ETL Files

Histogram

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Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Buffers.Tests.SearchValuesByteTests

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
8.04 ns 10.56 ns 1.31 0.16 False

graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Buffers.Tests.SearchValuesByteTests*'
Details

System.Buffers.Tests.SearchValuesByteTests.IndexOfAnyExcept(Values: "abcdefABCDEF0123456789Ü")

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Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Xml.Tests.Perf_XmlConvert

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
166.98 ns 185.41 ns 1.11 0.08 False

graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Xml.Tests.Perf_XmlConvert*'
Details

System.Xml.Tests.Perf_XmlConvert.DateTime_ToString_Local

ETL Files

Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in PerfLabTests.LowLevelPerf

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
196.99 μs 218.85 μs 1.11 0.02 False
109.61 μs 131.62 μs 1.20 0.04 False
262.93 μs 302.78 μs 1.15 0.04 False

graph
graph
graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'PerfLabTests.LowLevelPerf*'
Details

PerfLabTests.LowLevelPerf.StaticDelegate

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Histogram

JIT Disasms

PerfLabTests.LowLevelPerf.ClassVirtualMethod

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PerfLabTests.LowLevelPerf.InterfaceInterfaceMethodLongHierarchy

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Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Collections.Perf_SubstringFrozenDictionary

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
513.41 ns 566.84 ns 1.10 0.12 False

graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Collections.Perf_SubstringFrozenDictionary*'
Details

System.Collections.Perf_SubstringFrozenDictionary.TryGetValue_True_FrozenDictionary(Count: 100)

ETL Files

Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Collections.IndexerSet<String>

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
8.75 μs 9.50 μs 1.09 0.02 False

graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Collections.IndexerSet&lt;String&gt;*'
Details

System.Collections.IndexerSet<String>.Dictionary(Size: 512)

ETL Files

Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Text.Encodings.Web.Tests.Perf_Encoders

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
48.20 ns 55.08 ns 1.14 0.08 False

graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Text.Encodings.Web.Tests.Perf_Encoders*'
Details

System.Text.Encodings.Web.Tests.Perf_Encoders.EncodeUtf16(arguments: JavaScript,no escaping required,512)

ETL Files

Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Collections.Tests.Perf_BitArray

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
9.98 ns 11.46 ns 1.15 0.28 False
9.99 ns 11.91 ns 1.19 0.30 False
10.13 ns 11.26 ns 1.11 0.33 False

graph
graph
graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Collections.Tests.Perf_BitArray*'
Details

System.Collections.Tests.Perf_BitArray.BitArrayXor(Size: 512)

ETL Files

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System.Collections.Tests.Perf_BitArray.BitArrayAnd(Size: 512)

ETL Files

Histogram

JIT Disasms

System.Collections.Tests.Perf_BitArray.BitArrayOr(Size: 512)

ETL Files

Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Memory.Span<Char>

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
4.69 ns 5.91 ns 1.26 0.07 False
7.49 ns 9.33 ns 1.25 0.08 False
15.67 ns 22.77 ns 1.45 0.25 False

graph
graph
graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Memory.Span&lt;Char&gt;*'
Details

System.Memory.Span<Char>.BinarySearch(Size: 33)

ETL Files

Histogram

JIT Disasms

System.Memory.Span<Char>.BinarySearch(Size: 512)

ETL Files

Histogram

JIT Disasms

System.Memory.Span<Char>.Fill(Size: 512)

ETL Files

Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Reflection.Invoke

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
28.82 ns 31.84 ns 1.11 0.13 False

graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Reflection.Invoke*'
Details

System.Reflection.Invoke.StaticMethod4_int_string_struct_class

ETL Files

Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Buffers.Tests.SearchValuesCharTests

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
6.19 ns 7.37 ns 1.19 0.33 False

graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Buffers.Tests.SearchValuesCharTests*'
Details

System.Buffers.Tests.SearchValuesCharTests.LastIndexOfAnyExcept(Values: "abcdefABCDEF0123456789")

ETL Files

Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Collections.TryGetValueFalse<Int32, Int32>

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
833.19 ns 1.04 μs 1.25 0.21 False

graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Collections.TryGetValueFalse&lt;Int32, Int32&gt;*'
Details

System.Collections.TryGetValueFalse<Int32, Int32>.ConcurrentDictionary(Size: 512)

ETL Files

Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Collections.IndexerSet<Int32>

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
2.49 μs 2.94 μs 1.18 0.10 False

graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Collections.IndexerSet&lt;Int32&gt;*'
Details

System.Collections.IndexerSet<Int32>.Dictionary(Size: 512)

ETL Files

Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Text.RegularExpressions.Tests.Perf_Regex_Industry_RustLang_Sherlock

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
87.28 μs 105.50 μs 1.21 0.23 False

graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Text.RegularExpressions.Tests.Perf_Regex_Industry_RustLang_Sherlock*'
Details

System.Text.RegularExpressions.Tests.Perf_Regex_Industry_RustLang_Sherlock.Count(Pattern: "The", Options: None)

ETL Files

Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Run Information

Name Value
Architecture x64
OS ubuntu 22.04
Queue TigerUbuntu
Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
Diff Diff
Configs CompilationMode:tiered, RunKind:micro

Regressions in System.Collections.Perf_Frozen<Int16>

Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
1.40 μs 1.65 μs 1.18 0.25 False

graph
Test Report

Repro

General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Collections.Perf_Frozen&lt;Int16&gt;*'
Details

System.Collections.Perf_Frozen<Int16>.Contains_True(Count: 512)

ETL Files

Histogram

JIT Disasms

Docs

Profiling workflow for dotnet/runtime repository
Benchmarking workflow for dotnet/runtime repository

Activity

  1. performanceautofiler
    added
    arch-x64
    os-linuxLinux OS (any supported distro)
    runtime-coreclrspecific to the CoreCLR runtime
    untriagedNew issue has not been triaged by the area owner
    on Aug 13, 2024

  2. performanceautofiler commented on Aug 13, 2024

    @performanceautofiler
    performanceautofilerBot
    on Aug 13, 2024 – with PerformanceAutoFiler
    Author

    Run Information

    Name Value
    Architecture x64
    OS ubuntu 22.04
    Queue TigerUbuntu
    Baseline 44b6b2ae056092d7759b068a9661b86627ec1024
    Compare 48aa31535f0e5f318f061eb6f8ad4f25611e6133
    Diff Diff
    Configs CompilationMode:tiered, RunKind:micro

    Regressions in System.Numerics.Tensors.Tests.Perf_BinaryIntegerTensorPrimitives<Int32>

    Benchmark Baseline Test Test/Base Test Quality Edge Detector Baseline IR Compare IR IR Ratio
    135.79 ns 173.59 ns 1.28 0.05 False

    graph
    Test Report

    Repro

    General Docs link: https://github.com/dotnet/performance/blob/main/docs/benchmarking-workflow-dotnet-runtime.md

    git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Numerics.Tensors.Tests.Perf_BinaryIntegerTensorPrimitives&lt;Int32&gt;*'
    Details

    System.Numerics.Tensors.Tests.Perf_BinaryIntegerTensorPrimitives<Int32>.ShiftLeft(BufferLength: 3079)

    ETL Files

    Histogram

    JIT Disasms

    Docs

    Profiling workflow for dotnet/runtime repository
    Benchmarking workflow for dotnet/runtime repository

  3. LoopedBard3 commented on Aug 13, 2024

    @LoopedBard3
    LoopedBard3
    on Aug 13, 2024
    Member

    Related Regressions:
    Windows x64: dotnet/perf-autofiling-issues#39777, dotnet/perf-autofiling-issues#39768, dotnet/perf-autofiling-issues#39776
    Linux x64: dotnet/perf-autofiling-issues#39772, dotnet/perf-autofiling-issues#39773, dotnet/perf-autofiling-issues#39745
    Linux Arm64: dotnet/perf-autofiling-issues#39881

    Improvements:

  4. LoopedBard3 commented on Aug 13, 2024

    @LoopedBard3
    LoopedBard3
    on Aug 13, 2024
    Member

    Likely caused by: #106014, potentially due to unintended side effects. Compare range: 105bf4d...48aa315

    This is a mix of regressions that appear to potentially just be noise and ones that are clearly not just noise, so keeping them all.

  5. LoopedBard3
    changed the title [-][Perf] Linux/x64: 24 Regressions on 8/8/2024 11:52:00 PM[/-] [+][Perf] Regressions on Multiple platforms, 8/8/2024 11:52:00 PM[/+] on Aug 13, 2024
  6. LoopedBard3
    removed
    untriagedNew issue has not been triaged by the area owner
    on Aug 13, 2024
  7. LoopedBard3
    transferred this issue fromdotnet/perf-autofiling-issueson Aug 13, 2024
  8. ghost added
    needs-area-labelAn area label is needed to ensure this gets routed to the appropriate area owners
    on Aug 13, 2024
  9. dotnet-policy-service
    added
    untriagedNew issue has not been triaged by the area owner
    on Aug 13, 2024
  10. jeffschwMSFT
    added
    area-System.Diagnostics.Metric
    on Aug 14, 2024
  11. teo-tsirpanis
    removed
    needs-area-labelAn area label is needed to ensure this gets routed to the appropriate area owners
    on Aug 16, 2024
  12. tarekgh
    added
    area-Meta
    and removed
    area-System.Diagnostics.Metric
    on Aug 16, 2024

  13. dotnet-policy-service commented on Aug 16, 2024

    @dotnet-policy-service
    dotnet-policy-serviceBot
    on Aug 16, 2024 – with Dotnet Policy Service
    Contributor

    Tagging subscribers to this area: @dotnet/area-meta
    See info in area-owners.md if you want to be subscribed.

  14. tarekgh commented on Aug 16, 2024

    @tarekgh
    tarekgh
    on Aug 16, 2024
    Member

    Nothing related to metrics in this issue.

  15. jeffhandley
    added this to the 9.0.0 milestone on Aug 23, 2024
  16. jeffhandley
    removed
    untriagedNew issue has not been triaged by the area owner
    on Aug 23, 2024
  17. jeffhandley
    added
    tenet-performancePerformance related issue
    tenet-performance-benchmarksIssue from performance benchmark
    on Sep 17, 2024
  18. jeffhandley
    assigned
    tannergooding
    on Sep 18, 2024

  19. jeffhandley commented on Oct 20, 2024

    @jeffhandley
    jeffhandley
    on Oct 20, 2024
    Member

    Closing this out as many of the results show a bi-modal or multi-modal history, and the results are otherwise acceptable.

  20. jeffhandley
    closed this as completedon Oct 20, 2024
  21. github-actions
    locked and limited conversation to collaborators on Nov 20, 2024
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