[mono][Perf] TensorPrimitive `MaxMagnitude` and `Truncate`  Regressions on 7/10/2024 10:56:31 PM

### Run Information

Name | Value
-- | --
Architecture | arm64
OS | ubuntu 22.04
Queue | AmpereUbuntu
Baseline | [e733c2f22710b6382c9aadb8139833fbf395c332](https://github.com/dotnet/runtime/commit/e733c2f22710b6382c9aadb8139833fbf395c332)
Compare | [0d426df37c6ac2c1d22f952a2e359ffd4281d47b](https://github.com/dotnet/runtime/commit/0d426df37c6ac2c1d22f952a2e359ffd4281d47b)
Diff | [Diff](https://github.com/dotnet/runtime/compare/e733c2f22710b6382c9aadb8139833fbf395c332...0d426df37c6ac2c1d22f952a2e359ffd4281d47b)
Configs | CompilationMode:tiered, LLVM:true, MonoAOT:true, MonoInterpreter:false, RunKind:micro_mono


### Regressions in System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio
-- | -- | -- | -- | -- | -- | -- | -- | --
|<ul><li>[Truncate - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_ubuntu 22.04_LLVM=true_MonoAOT=true_MonoInterpreter=false_RunKind=micro_mono/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives(Double).Truncate(BufferLength%3a%20128).html>)</li><li>📝 - [Benchmark Source](<https://github.com/dotnet/performance/blob/main/src/benchmarks/micro/libraries/System.Numerics.Tensors/Perf_FloatingPointTensorPrimitives.cs#L64-#L65>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 433.31 ns | 827.64 ns | 1.91 | 0.01 | True | | |
|<ul><li>[Truncate - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_ubuntu 22.04_LLVM=true_MonoAOT=true_MonoInterpreter=false_RunKind=micro_mono/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives(Double).Truncate(BufferLength%3a%203079).html>)</li><li>📝 - [Benchmark Source](<https://github.com/dotnet/performance/blob/main/src/benchmarks/micro/libraries/System.Numerics.Tensors/Perf_FloatingPointTensorPrimitives.cs#L64-#L65>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 8.55 μs | 16.94 μs | 1.98 | 0.04 | True | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_1.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_2.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29.html>)

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

<details>
   <summary>Repro Steps</summary>


#### 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/artifacts` or build instructions: [Libraries README](https://github.com/dotnet/runtime/blob/main/docs/workflow/building/libraries/README.md) 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](https://github.com/dotnet/runtime/blob/main/docs/workflow/building/coreclr/README.md) 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](https://github.com/dotnet/runtime/blob/main/docs/workflow/building/mono/README.md) 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
```cmd
# 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.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;*' --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.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;* --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 1200
```

Windows
```cmd
# 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.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;*' --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.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;* --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 1200
```

</details>

<details>

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;.Truncate(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;.Truncate(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms



### Docs

[Profiling workflow for dotnet/runtime repository](https://github.com/dotnet/performance/blob/master/docs/profiling-workflow-dotnet-runtime.md)
[Benchmarking workflow for dotnet/runtime repository](https://github.com/dotnet/performance/blob/master/docs/benchmarking-workflow-dotnet-runtime.md)

</details>


---


### Run Information

Name | Value
-- | --
Architecture | arm64
OS | ubuntu 22.04
Queue | AmpereUbuntu
Baseline | [6c553628dfaec02e665a4ade3deabe3a91281024](https://github.com/dotnet/runtime/commit/6c553628dfaec02e665a4ade3deabe3a91281024)
Compare | [0d426df37c6ac2c1d22f952a2e359ffd4281d47b](https://github.com/dotnet/runtime/commit/0d426df37c6ac2c1d22f952a2e359ffd4281d47b)
Diff | [Diff](https://github.com/dotnet/runtime/compare/6c553628dfaec02e665a4ade3deabe3a91281024...0d426df37c6ac2c1d22f952a2e359ffd4281d47b)
Configs | CompilationMode:tiered, LLVM:true, MonoAOT:true, MonoInterpreter:false, RunKind:micro_mono


### Regressions in System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Single&gt;

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio
-- | -- | -- | -- | -- | -- | -- | -- | --
|<ul><li>[MaxMagnitude_Scalar - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_ubuntu 22.04_LLVM=true_MonoAOT=true_MonoInterpreter=false_RunKind=micro_mono/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives(Single).MaxMagnitude_Scalar(BufferLength%3a%203079).html>)</li><li>📝 - [Benchmark Source](<https://github.com/dotnet/performance/blob/main/src/benchmarks/micro/libraries/System.Numerics.Tensors/Perf_NumberTensorPrimitives.cs#L85-#L86>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 4.44 μs | 5.84 μs | 1.32 | 0.00 | True | | |
|<ul><li>[MaxMagnitude_Scalar - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_ubuntu 22.04_LLVM=true_MonoAOT=true_MonoInterpreter=false_RunKind=micro_mono/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives(Single).MaxMagnitude_Scalar(BufferLength%3a%20128).html>)</li><li>📝 - [Benchmark Source](<https://github.com/dotnet/performance/blob/main/src/benchmarks/micro/libraries/System.Numerics.Tensors/Perf_NumberTensorPrimitives.cs#L85-#L86>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 233.79 ns | 296.04 ns | 1.27 | 0.00 | True | | |
|<ul><li>[MaxMagnitude_Vector - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_ubuntu 22.04_LLVM=true_MonoAOT=true_MonoInterpreter=false_RunKind=micro_mono/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives(Single).MaxMagnitude_Vector(BufferLength%3a%20128).html>)</li><li>📝 - [Benchmark Source](<https://github.com/dotnet/performance/blob/main/src/benchmarks/micro/libraries/System.Numerics.Tensors/Perf_NumberTensorPrimitives.cs#L82-#L83>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 279.04 ns | 340.78 ns | 1.22 | 0.00 | True | | |
|<ul><li>[MaxMagnitude_Vector - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_ubuntu 22.04_LLVM=true_MonoAOT=true_MonoInterpreter=false_RunKind=micro_mono/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives(Single).MaxMagnitude_Vector(BufferLength%3a%203079).html>)</li><li>📝 - [Benchmark Source](<https://github.com/dotnet/performance/blob/main/src/benchmarks/micro/libraries/System.Numerics.Tensors/Perf_NumberTensorPrimitives.cs#L82-#L83>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 4.85 μs | 6.18 μs | 1.27 | 0.00 | True | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives%28Single%29_1.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives%28Single%29_2.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives%28Single%29_3.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives%28Single%29_4.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives%28Single%29.html>)

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

<details>
   <summary>Repro Steps</summary>


#### 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/artifacts` or build instructions: [Libraries README](https://github.com/dotnet/runtime/blob/main/docs/workflow/building/libraries/README.md) 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](https://github.com/dotnet/runtime/blob/main/docs/workflow/building/coreclr/README.md) 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](https://github.com/dotnet/runtime/blob/main/docs/workflow/building/mono/README.md) 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
```cmd
# 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.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Single&gt;*' --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.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Single&gt;* --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 1200
```

Windows
```cmd
# 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.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Single&gt;*' --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.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Single&gt;* --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 1200
```

</details>

<details>

### System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Single&gt;.MaxMagnitude_Scalar(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Single&gt;.MaxMagnitude_Scalar(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Single&gt;.MaxMagnitude_Vector(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Single&gt;.MaxMagnitude_Vector(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms



### Docs

[Profiling workflow for dotnet/runtime repository](https://github.com/dotnet/performance/blob/master/docs/profiling-workflow-dotnet-runtime.md)
[Benchmarking workflow for dotnet/runtime repository](https://github.com/dotnet/performance/blob/master/docs/benchmarking-workflow-dotnet-runtime.md)

</details>


---


### Run Information

Name | Value
-- | --
Architecture | arm64
OS | ubuntu 22.04
Queue | AmpereUbuntu
Baseline | [6c553628dfaec02e665a4ade3deabe3a91281024](https://github.com/dotnet/runtime/commit/6c553628dfaec02e665a4ade3deabe3a91281024)
Compare | [0d426df37c6ac2c1d22f952a2e359ffd4281d47b](https://github.com/dotnet/runtime/commit/0d426df37c6ac2c1d22f952a2e359ffd4281d47b)
Diff | [Diff](https://github.com/dotnet/runtime/compare/6c553628dfaec02e665a4ade3deabe3a91281024...0d426df37c6ac2c1d22f952a2e359ffd4281d47b)
Configs | CompilationMode:tiered, LLVM:true, MonoAOT:true, MonoInterpreter:false, RunKind:micro_mono


### Regressions in System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio
-- | -- | -- | -- | -- | -- | -- | -- | --
|<ul><li>[Truncate - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_ubuntu 22.04_LLVM=true_MonoAOT=true_MonoInterpreter=false_RunKind=micro_mono/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives(Single).Truncate(BufferLength%3a%20128).html>)</li><li>📝 - [Benchmark Source](<https://github.com/dotnet/performance/blob/main/src/benchmarks/micro/libraries/System.Numerics.Tensors/Perf_FloatingPointTensorPrimitives.cs#L64-#L65>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 265.46 ns | 494.60 ns | 1.86 | 0.03 | True | | |
|<ul><li>[Truncate - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_ubuntu 22.04_LLVM=true_MonoAOT=true_MonoInterpreter=false_RunKind=micro_mono/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives(Single).Truncate(BufferLength%3a%203079).html>)</li><li>📝 - [Benchmark Source](<https://github.com/dotnet/performance/blob/main/src/benchmarks/micro/libraries/System.Numerics.Tensors/Perf_FloatingPointTensorPrimitives.cs#L64-#L65>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 4.37 μs | 8.83 μs | 2.02 | 0.01 | True | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_1.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_2.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29.html>)

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

<details>
   <summary>Repro Steps</summary>


#### 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/artifacts` or build instructions: [Libraries README](https://github.com/dotnet/runtime/blob/main/docs/workflow/building/libraries/README.md) 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](https://github.com/dotnet/runtime/blob/main/docs/workflow/building/coreclr/README.md) 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](https://github.com/dotnet/runtime/blob/main/docs/workflow/building/mono/README.md) 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
```cmd
# 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.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;*' --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.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;* --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 1200
```

Windows
```cmd
# 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.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;*' --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.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;* --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 1200
```

</details>

<details>

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.Truncate(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.Truncate(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms



### Docs

[Profiling workflow for dotnet/runtime repository](https://github.com/dotnet/performance/blob/master/docs/profiling-workflow-dotnet-runtime.md)
[Benchmarking workflow for dotnet/runtime repository](https://github.com/dotnet/performance/blob/master/docs/benchmarking-workflow-dotnet-runtime.md)

</details>


---


### Run Information

Name | Value
-- | --
Architecture | arm64
OS | ubuntu 22.04
Queue | AmpereUbuntu
Baseline | [e733c2f22710b6382c9aadb8139833fbf395c332](https://github.com/dotnet/runtime/commit/e733c2f22710b6382c9aadb8139833fbf395c332)
Compare | [0d426df37c6ac2c1d22f952a2e359ffd4281d47b](https://github.com/dotnet/runtime/commit/0d426df37c6ac2c1d22f952a2e359ffd4281d47b)
Diff | [Diff](https://github.com/dotnet/runtime/compare/e733c2f22710b6382c9aadb8139833fbf395c332...0d426df37c6ac2c1d22f952a2e359ffd4281d47b)
Configs | CompilationMode:tiered, LLVM:true, MonoAOT:true, MonoInterpreter:false, RunKind:micro_mono


### Regressions in System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Int32&gt;

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio
-- | -- | -- | -- | -- | -- | -- | -- | --
|<ul><li>[MaxMagnitude_Vector - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_ubuntu 22.04_LLVM=true_MonoAOT=true_MonoInterpreter=false_RunKind=micro_mono/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives(Int32).MaxMagnitude_Vector(BufferLength%3a%203079).html>)</li><li>📝 - [Benchmark Source](<https://github.com/dotnet/performance/blob/main/src/benchmarks/micro/libraries/System.Numerics.Tensors/Perf_NumberTensorPrimitives.cs#L82-#L83>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=H4sIAAAAAAAACpVUUW/TMBB+R+I/+C0JdG2abp2oyERbNhi0o3TVXhCq3OSaGMV2dLa3ZkL8duy0lHWTRnhJfJ+/77uzc5cpUGUQOAitXvwkdzkgkJFhRTqHUpI4Jl4qtQDdQSM04+AdskZIRZLXPIS16uRAU9XhlIlHxCEmOdOQaJuNMEF8b9M/9lrEo8jtItizF6D0FeXgPN9515XSwNtXhgOyRLUXIJRE91ZatWeA66XdWwFuN2bIONPsFtTbS6F70Vl7SjdTmgmmTQrLG5tfoj8y6zXgBESm8wHphadvgr/Vzo0YS7FmmUGqmRTqmzeWvGRFHU1lCt53Ev8inmaWnnovn1NOJjfTP3Q08Dx5KoUcfln8F9+eErBEsM+dbk0L9Q+hhT4zke4EnCUol9yaPVAxBbzUlf9EPZQ6aEC7lGpS3PL60zfhf1LnImMCmnBnmVxUZTNqXimW0GKGkkuHNBV+rFbI0g+FXNGC3ddYE9k8mjfNcL4pbUu7wXPdftj/Y2mHzfa0LHerw1laWNm1prwkZySlGtxc+lEYHR+FJ0fd/qIbDrr9QdhrR/2TqHsavQ7DQRi6FMpwTpHdA6GYLTnd+LWhq6BFXgVkVT3K0NrPY8t10lcDBqxPifKHnaUn5DkoU+gYbdWp/+AkW3x4C0gz69QLWqS2csbxBTIQaVHtEXdZdeBKRrsHSNwZk5yiJndM58RX9vJAxXtNi2wSWRgu4sc1VVtcxdsiLFEzXUDsvbdXZ/9A1S50EuILFThMlQXTMd2ACn4DfrjsYiMFAAA=>)</li></ul> | 4.63 μs | 6.38 μs | 1.38 | 0.01 | True | | |
|<ul><li>[MaxMagnitude_Scalar - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_ubuntu 22.04_LLVM=true_MonoAOT=true_MonoInterpreter=false_RunKind=micro_mono/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives(Int32).MaxMagnitude_Scalar(BufferLength%3a%20128).html>)</li><li>📝 - [Benchmark Source](<https://github.com/dotnet/performance/blob/main/src/benchmarks/micro/libraries/System.Numerics.Tensors/Perf_NumberTensorPrimitives.cs#L85-#L86>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 236.12 ns | 297.83 ns | 1.26 | 0.00 | True | | |
|<ul><li>[MaxMagnitude_Vector - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_ubuntu 22.04_LLVM=true_MonoAOT=true_MonoInterpreter=false_RunKind=micro_mono/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives(Int32).MaxMagnitude_Vector(BufferLength%3a%20128).html>)</li><li>📝 - [Benchmark Source](<https://github.com/dotnet/performance/blob/main/src/benchmarks/micro/libraries/System.Numerics.Tensors/Perf_NumberTensorPrimitives.cs#L82-#L83>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 269.42 ns | 348.38 ns | 1.29 | 0.00 | True | | |
|<ul><li>[MaxMagnitude_Scalar - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_ubuntu 22.04_LLVM=true_MonoAOT=true_MonoInterpreter=false_RunKind=micro_mono/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives(Int32).MaxMagnitude_Scalar(BufferLength%3a%203079).html>)</li><li>📝 - [Benchmark Source](<https://github.com/dotnet/performance/blob/main/src/benchmarks/micro/libraries/System.Numerics.Tensors/Perf_NumberTensorPrimitives.cs#L85-#L86>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 4.52 μs | 5.92 μs | 1.31 | 0.00 | True | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives%28Int32%29_1.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives%28Int32%29_2.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives%28Int32%29_3.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives%28Int32%29_4.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_16_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Regression/System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives%28Int32%29.html>)

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

<details>
   <summary>Repro Steps</summary>


#### 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/artifacts` or build instructions: [Libraries README](https://github.com/dotnet/runtime/blob/main/docs/workflow/building/libraries/README.md) 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](https://github.com/dotnet/runtime/blob/main/docs/workflow/building/coreclr/README.md) 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](https://github.com/dotnet/runtime/blob/main/docs/workflow/building/mono/README.md) 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
```cmd
# 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.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Int32&gt;*' --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.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Int32&gt;* --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 1200
```

Windows
```cmd
# 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.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Int32&gt;*' --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.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Int32&gt;* --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 1200
```

</details>

<details>

### System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Int32&gt;.MaxMagnitude_Vector(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Int32&gt;.MaxMagnitude_Scalar(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Int32&gt;.MaxMagnitude_Vector(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives&lt;Int32&gt;.MaxMagnitude_Scalar(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms



### Docs

[Profiling workflow for dotnet/runtime repository](https://github.com/dotnet/performance/blob/master/docs/profiling-workflow-dotnet-runtime.md)
[Benchmarking workflow for dotnet/runtime repository](https://github.com/dotnet/performance/blob/master/docs/benchmarking-workflow-dotnet-runtime.md)

</details>

Name	Value
Architecture	arm64
OS	ubuntu 22.04
Queue	AmpereUbuntu
Baseline	e733c2f22710b6382c9aadb8139833fbf395c332
Compare	0d426df37c6ac2c1d22f952a2e359ffd4281d47b
Diff	Diff
Configs	CompilationMode:tiered, LLVM:true, MonoAOT:true, MonoInterpreter:false, RunKind:micro_mono

Benchmark	Baseline	Test	Test/Base	Test Quality	Edge Detector	Baseline IR	Compare IR	IR Ratio
Truncate - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	433.31 ns	827.64 ns	1.91	0.01	True
Truncate - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	8.55 μs	16.94 μs	1.98	0.04	True

Benchmark	Baseline	Test	Test/Base	Edge Detector
MaxMagnitude_Scalar - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	4.44 μs	5.84 μs	1.32	True
MaxMagnitude_Scalar - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	233.79 ns	296.04 ns	1.27	True
MaxMagnitude_Vector - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	279.04 ns	340.78 ns	1.22	True
MaxMagnitude_Vector - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	4.85 μs	6.18 μs	1.27	True

Benchmark	Baseline	Test	Test/Base	Test Quality	Edge Detector	Baseline IR	Compare IR	IR Ratio
Truncate - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	265.46 ns	494.60 ns	1.86	0.03	True
Truncate - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	4.37 μs	8.83 μs	2.02	0.01	True

Benchmark	Baseline	Test	Test/Base	Test Quality	Edge Detector
MaxMagnitude_Vector - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	4.63 μs	6.38 μs	1.38	0.01	True
MaxMagnitude_Scalar - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	236.12 ns	297.83 ns	1.26	0.00	True
MaxMagnitude_Vector - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	269.42 ns	348.38 ns	1.29	0.00	True
MaxMagnitude_Scalar - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	4.52 μs	5.92 μs	1.31	0.00	True

[mono][Perf] TensorPrimitive MaxMagnitude and Truncate Regressions on 7/10/2024 10:56:31 PM #106475

Description

Run Information

Regressions in System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives<Double>

Repro

Prerequisites (Files either built locally (with build.(sh/cmd) or downloaded from payload above (if same system setup) (in this order))

System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives<Double>.Truncate(BufferLength: 128)

ETL Files

Histogram

JIT Disasms

System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives<Double>.Truncate(BufferLength: 3079)

ETL Files

Histogram

JIT Disasms

Docs

Run Information

Regressions in System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives<Single>

Repro

Prerequisites (Files either built locally (with build.(sh/cmd) or downloaded from payload above (if same system setup) (in this order))

System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives<Single>.MaxMagnitude_Scalar(BufferLength: 3079)

ETL Files

Histogram

JIT Disasms

System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives<Single>.MaxMagnitude_Scalar(BufferLength: 128)

ETL Files

Histogram

JIT Disasms

System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives<Single>.MaxMagnitude_Vector(BufferLength: 128)

ETL Files

Histogram

JIT Disasms

System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives<Single>.MaxMagnitude_Vector(BufferLength: 3079)

ETL Files

Histogram

JIT Disasms

Docs

Run Information

Regressions in System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives<Single>

Repro

Prerequisites (Files either built locally (with build.(sh/cmd) or downloaded from payload above (if same system setup) (in this order))

System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives<Single>.Truncate(BufferLength: 128)

ETL Files

Histogram

JIT Disasms

System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives<Single>.Truncate(BufferLength: 3079)

ETL Files

Histogram

JIT Disasms

Docs

Run Information

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

Repro

Prerequisites (Files either built locally (with build.(sh/cmd) or downloaded from payload above (if same system setup) (in this order))

System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives<Int32>.MaxMagnitude_Vector(BufferLength: 3079)

ETL Files

Histogram

JIT Disasms

System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives<Int32>.MaxMagnitude_Scalar(BufferLength: 128)

ETL Files

Histogram

JIT Disasms

System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives<Int32>.MaxMagnitude_Vector(BufferLength: 128)

ETL Files

Histogram

JIT Disasms

System.Numerics.Tensors.Tests.Perf_NumberTensorPrimitives<Int32>.MaxMagnitude_Scalar(BufferLength: 3079)

ETL Files

Histogram

JIT Disasms

Docs

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[mono][Perf] TensorPrimitive `MaxMagnitude` and `Truncate` Regressions on 7/10/2024 10:56:31 PM #106475