[Perf] Linux/arm64: 36 Improvements on 7/26/2024 9:15:36 PM

### Run Information

Name | Value
-- | --
Architecture | arm64
OS | ubuntu 22.04
Queue | AmpereUbuntu
Baseline | [7d64842fdc41340440b00795c3f39f4c917acc62](https://github.com/dotnet/runtime/commit/7d64842fdc41340440b00795c3f39f4c917acc62)
Compare | [827c83497bf4eb9816de2c223ea5c054e19954af](https://github.com/dotnet/runtime/commit/827c83497bf4eb9816de2c223ea5c054e19954af)
Diff | [Diff](https://github.com/dotnet/runtime/compare/7d64842fdc41340440b00795c3f39f4c917acc62...827c83497bf4eb9816de2c223ea5c054e19954af)
Configs | CompilationMode:tiered, LLVM:true, MonoAOT:true, MonoInterpreter:false, RunKind:micro_mono


### Improvements 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>[Sigmoid - 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).Sigmoid(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#L58-#L59>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 70.00 μs | 52.18 μs | 0.75 | 0.01 | False | | |
|<ul><li>[Sigmoid - 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).Sigmoid(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#L58-#L59>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 3.13 μs | 2.31 μs | 0.74 | 0.01 | False | | |
|<ul><li>[Log - 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).Log(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#L46-#L47>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 1.89 μs | 1.60 μs | 0.85 | 0.01 | False | | |
|<ul><li>[Log - 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).Log(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#L46-#L47>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 41.71 μs | 36.27 μs | 0.87 | 0.01 | False | | |
|<ul><li>[Exp - 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).Exp(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#L43-#L44>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 55.27 μs | 43.29 μs | 0.78 | 0.01 | False | | |
|<ul><li>[Sinh - 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).Sinh(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#L55-#L56>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 2.98 μs | 2.33 μs | 0.78 | 0.01 | False | | |
|<ul><li>[Sinh - 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).Sinh(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#L55-#L56>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 66.18 μs | 53.44 μs | 0.81 | 0.01 | False | | |
|<ul><li>[Exp - 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).Exp(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#L43-#L44>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 2.53 μs | 1.89 μs | 0.75 | 0.01 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_1.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_2.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_3.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_4.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_5.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_6.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_7.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_8.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/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;.Sigmoid(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.Sigmoid(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.Log(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.Log(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.Exp(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.Sinh(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.Sinh(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.Exp(BufferLength: 128)

#### 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 | [7d64842fdc41340440b00795c3f39f4c917acc62](https://github.com/dotnet/runtime/commit/7d64842fdc41340440b00795c3f39f4c917acc62)
Compare | [827c83497bf4eb9816de2c223ea5c054e19954af](https://github.com/dotnet/runtime/commit/827c83497bf4eb9816de2c223ea5c054e19954af)
Diff | [Diff](https://github.com/dotnet/runtime/compare/7d64842fdc41340440b00795c3f39f4c917acc62...827c83497bf4eb9816de2c223ea5c054e19954af)
Configs | CompilationMode:tiered, LLVM:true, MonoAOT:true, MonoInterpreter:false, RunKind:micro_mono


### Improvements 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>[Sigmoid - 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).Sigmoid(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#L58-#L59>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 88.43 μs | 80.57 μs | 0.91 | 0.01 | False | | |
|<ul><li>[Log - 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).Log(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#L46-#L47>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 3.92 μs | 3.36 μs | 0.86 | 0.01 | False | | |
|<ul><li>[Sigmoid - 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).Sigmoid(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#L58-#L59>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 3.84 μs | 3.52 μs | 0.91 | 0.01 | False | | |
|<ul><li>[Exp - 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).Exp(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#L43-#L44>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 71.05 μs | 64.75 μs | 0.91 | 0.01 | False | | |
|<ul><li>[Sinh - 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).Sinh(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#L55-#L56>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=H4sIAAAAAAAACpVUXW/TMBR9R+I/+C0JdF36wcQqMtF9MmhH6SJeEJrc5DYx8kd0bW/NhPjt2GkpWyeN8JL4Hp9z7rVzb6ZAtUUQII1+8ZPclYBAji3j+RwqRZKEBLkyEsw+WmmYgOAx6xipzMqGh7DU+yXQXO8LyuQOcYxZyQxkxmUjTJIwWB0Mgw4JKAq3iLbsFLS5ogK85/vgutYGRPfKCkCW6W4KUiv0b210dwa4vDnnihomi5li0qz3Z8gEM+wW9LtTZRccjrrXTJbhsV0uAScgC1OOSK//Nvpb5dzKEyWXrLDo7JTU34ITJSrGm2iqcgi+k+QXCQxz9Dx4+ZxyMvk6/UNHC8+Tp0qq8ef0v/iX0gBWCO650S0p1/8QOugTk/lGIFiG6kY4swcqpkFUpg6fqMfKRC1ol0pP+K1oPnkb/kd9JgsmoQ13Vqi0rtpRy1qzjPIZKqE80lb4oV4gyy+4WlDO7husjWzen7fNcLaqXCv7gfNd/rjvT5QbMsBUVZvV4xlKnezaUFGRI5JTA34ew37cH+7Fb/YGcdrrjXqD0SDu9ocH8eHh8HUcj+LYp9BWCIrsHgjF4kbQVdgY+go65FVEFvVOhs52Dju+k75YsOB8KlQ/3Aw/Ic9BW24SdFXn4YOTrPHxLSAtnNMg6pDGyhsn58hA5rzeIv6ymsCXjG4PkPgzZiVFQ+6YKUmo3eWBTraaDlllilshk92a6jWuk3URjmiY4ZAEp+7q3J+n3oReQkKpI4/pijOT0BXo6DfYm/d+GwUAAA==>)</li></ul> | 3.92 μs | 3.53 μs | 0.90 | 0.01 | False | | |
|<ul><li>[Exp - 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).Exp(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#L43-#L44>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 3.07 μs | 2.75 μs | 0.90 | 0.01 | False | | |
|<ul><li>[Log - 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).Log(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#L46-#L47>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 91.88 μs | 78.27 μs | 0.85 | 0.01 | False | | |
|<ul><li>[Sinh - 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).Sinh(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#L55-#L56>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 90.41 μs | 81.32 μs | 0.90 | 0.00 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_1.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_2.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_3.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_4.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_5.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_6.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_7.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_8.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_30_2024/refs/heads/main_arm64_ubuntu%2022.04_LLVM%3Dtrue_MonoAOT%3Dtrue_MonoInterpreter%3Dfalse_RunKind%3Dmicro_mono_Improvement/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;.Sigmoid(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;.Log(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;.Sigmoid(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;.Exp(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;.Sinh(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;.Exp(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;.Log(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;.Sinh(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	7d64842fdc41340440b00795c3f39f4c917acc62
Compare	827c83497bf4eb9816de2c223ea5c054e19954af
Diff	Diff
Configs	CompilationMode:tiered, LLVM:true, MonoAOT:true, MonoInterpreter:false, RunKind:micro_mono

Benchmark	Baseline	Test	Test/Base	Test Quality	Edge Detector
Sigmoid - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	70.00 μs	52.18 μs	0.75	0.01	False
Sigmoid - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	3.13 μs	2.31 μs	0.74	0.01	False
Log - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	1.89 μs	1.60 μs	0.85	0.01	False
Log - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	41.71 μs	36.27 μs	0.87	0.01	False
Exp - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	55.27 μs	43.29 μs	0.78	0.01	False
Sinh - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	2.98 μs	2.33 μs	0.78	0.01	False
Sinh - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	66.18 μs	53.44 μs	0.81	0.01	False
Exp - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	2.53 μs	1.89 μs	0.75	0.01	False

Benchmark	Baseline	Test	Test/Base	Test Quality	Edge Detector
Sigmoid - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	88.43 μs	80.57 μs	0.91	0.01	False
Log - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	3.92 μs	3.36 μs	0.86	0.01	False
Sigmoid - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	3.84 μs	3.52 μs	0.91	0.01	False
Exp - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	71.05 μs	64.75 μs	0.91	0.01	False
Sinh - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	3.92 μs	3.53 μs	0.90	0.01	False
Exp - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	3.07 μs	2.75 μs	0.90	0.01	False
Log - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	91.88 μs	78.27 μs	0.85	0.01	False
Sinh - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	90.41 μs	81.32 μs	0.90	0.00	False

[Perf] Linux/arm64: 36 Improvements on 7/26/2024 9:15:36 PM #39256

Description

Run Information

Improvements 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>.Sigmoid(BufferLength: 3079)

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JIT Disasms

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

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Histogram

JIT Disasms

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

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JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

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JIT Disasms

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

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Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

Docs

Run Information

Improvements 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>.Sigmoid(BufferLength: 3079)

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

Docs

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