[Perf] Windows/arm64: 11 Improvements on 7/10/2024 2:35:18 PM

### Run Information

Name | Value
-- | --
Architecture | arm64
OS | Windows 10.0.22621
Queue | SurfaceWindows
Baseline | [9882188fbe16adee3538b65a3926465dfd6052c1](https://github.com/dotnet/runtime/commit/9882188fbe16adee3538b65a3926465dfd6052c1)
Compare | [0d426df37c6ac2c1d22f952a2e359ffd4281d47b](https://github.com/dotnet/runtime/commit/0d426df37c6ac2c1d22f952a2e359ffd4281d47b)
Diff | [Diff](https://github.com/dotnet/runtime/compare/9882188fbe16adee3538b65a3926465dfd6052c1...0d426df37c6ac2c1d22f952a2e359ffd4281d47b)
Configs | CompilationMode:tiered, RunKind:micro


### 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>[Exp - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_Windows 10.0.22621/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> | 695.14 ns | 500.93 ns | 0.72 | 0.01 | True | | |
|<ul><li>[Sigmoid - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_Windows 10.0.22621/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=H4sIAAAAAAAACo1Uy27bMBC8F+g/8CapdRzVdvMwqqB5N20SuLZvRRHQ0lragg9hSSZWUPTbS8qBGydAoYtELmdmh4td3gA3jkCCsubNb/ZQAQE7cSiKKdSaZRmLCm0V2F1yyqKEaBt1QlzlVYsjWJrdCnhhdiVH9QJ4THmFFnLrszFULI5We6OoxyJO0i+SDXoOxt5yCUHzczRrjAXZv3USCHPTn4MymsLfWNOfAC3vLoTmFlU50ajs+nxCKNHiPZhPZ9otBBz1Z1hKjUV84pZLoGtQpa3GbJjuHyb/nE6dOtVqiaUjL6mV+RGdalmjaHc3uoDoJ8v+sMiihxfR2/8xfegbquKJITEn/YyABmRtm/gV8VjbpAPsSptrcS/b2nbBfzXnqkQFXbBBuAvuRivd0W6AXikLVBP4bxfKpNTzpu5keFI1BnMuJqSlDpGuxC/NgrC4FHrBBT62sS606WDaNcP5qvadG+YrNPV2m59qP1NAc10/rbZHZu5pM8tlzY5YwS2E8YsH6WC0k37c+XAwTw/Gw+F4NOgP9/b3D0fp+zQdp2lIYZyUnPARGKfyTvJV3AoGBz32LmGL5kWG3mbseqGVvztw4HVq0r/8yL4CT8E4YTPyrov42U3W8eN7IF56pWHSY61UEM4uCEEVotlEQrHaTbBM/gyIhTvmFSfLHtBWLDa+eGCyDafHVrkWTqrspadmHTfZ2oQHWrQCsujMl84/NM3TNlBYrEwSYqYWaDO+ApP8Bb/uxj4KBQAA>)</li></ul> | 18.39 μs | 13.67 μs | 0.74 | 0.01 | True | | |
|<ul><li>[Log - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_Windows 10.0.22621/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> | 925.37 ns | 620.27 ns | 0.67 | 0.01 | True | | |
|<ul><li>[Round - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_Windows 10.0.22621/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives(Double).Round(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#L49-#L50>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=H4sIAAAAAAAACo1Uy27bMBC8F+g/8CapdRzVdl5GFTTPNm0cuI5vRRHQ0lragg9hSSZWUPTbS8qBGydAoYtELmdmh4tdToAbRyBBWfPmN3uogICdOhTFDGrNsoxFhbYK7C45ZVFCtI06Ja7yqsURLM1uBbwwu5KjegE8obxCC7n12RgqFker/VHUYxEn6RfJBj0HY2+4hKD5KbptjAXZv3ESCHPTn4MymsLfWNOfAi3vLoXmFlU51ajs+nxKKNHiPZiP59otBBz3Z9qpIj51yyXQNajSVmM2TA+Okn8+Z06dabXE0pEX1Mr8iM60rFG0u4kuIPrJsj8ssujhRfT2f0wf+oaqeGJIzEk/I6ABWdsmfkU80TbpALvS5lrcy7ayXfBfzYUqUUEXbBDugptopTvaDdArZYFqAv/tQpmWet7UnQxPq8ZgzsWUtNQh0pX4pVkQFp+FXnCBj22sC202mHXNcLGqfd+G6Qotvd3kZ74jfTHmun5abQ/M3NNuLZc1O2YFtxCGLx6kg9FOurfz4XCeHo6Hw/Fo0N8fjvYOjo7ep+k4TUMK46TkhI/AOJV3kq/iVjA46LF3CVs0LzL0NkPXC6383YEDr1OT/uUH9hV4BsYJm1E7Uc9uso6f3APx0isNkx5rpYJwdkkIqhDNJhKK1W6CZfJnQCzcMa84WfaAtmKx8cUDk204PbbKtXBSZS89Neu4ydYmPNCiFZBF5750/plpnraBwmJlkhAztUCb8RWY5C8jGAhjCAUAAA==>)</li></ul> | 10.80 μs | 672.48 ns | 0.06 | 0.07 | True | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_1.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_2.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_3.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Double%29_4.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_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

```cmd
git clone https://github.com/dotnet/performance.git
py .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Double&gt;*'
```

<details>

### 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;.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;.Round(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 | Windows 10.0.22621
Queue | SurfaceWindows
Baseline | [4addcaa7e36104390835355c5a98eb36ec0334d0](https://github.com/dotnet/runtime/commit/4addcaa7e36104390835355c5a98eb36ec0334d0)
Compare | [635f9af977bef698e8092d51386d3ab546395e0a](https://github.com/dotnet/runtime/commit/635f9af977bef698e8092d51386d3ab546395e0a)
Diff | [Diff](https://github.com/dotnet/runtime/compare/4addcaa7e36104390835355c5a98eb36ec0334d0...635f9af977bef698e8092d51386d3ab546395e0a)
Configs | CompilationMode:tiered, RunKind:micro


### 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>[Round - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_Windows 10.0.22621/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives(Single).Round(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#L49-#L50>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 68.29 ns | 30.39 ns | 0.44 | 0.02 | True | | |
|<ul><li>[FusedMultiplyAdd_Vectors - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_Windows 10.0.22621/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives(Single).FusedMultiplyAdd_Vectors(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#L69-#L70>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 1.34 μs | 680.35 ns | 0.51 | 0.03 | True | | |
|<ul><li>[Log - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_Windows 10.0.22621/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> | 354.49 ns | 248.32 ns | 0.70 | 0.02 | False | | |
|<ul><li>[Sigmoid - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_Windows 10.0.22621/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=H4sIAAAAAAAACo1Uy27bMBC8F+g/8CapdRz5kcA1qqC2m6Rpk8C1fSuKgJHW0hZ8CEsqsYKi315SDtzYAQpdJHI5Mztc7PIGuKkIJChr3vxmjwUQsGmFIltAqVmSsCDTVoE9pkpZlBDso6bEVVo0OIK1OS6AZ+ZYclQHwAmlBVpIrcvGULEw2JwOgw4LOEm3iHboFRh7yyV4zU/BsjYWZPe2kkCYmu4KlNHk/8aa7hxofXchNLeo8rlGZbfnc0KJFh/AfFy6EwFn3SXmUmMWTqv1GugaVG6LMev1R9E/o4tKzbRaY16RU9TK/AhmWpYomt2NziD4yZI/LLDo4Fnw9n9MF/qGKntmSExJvyCgAVnaOnxFnGgbtYBdaXMtHmRT2jb4r+Zc5aigDdYLt8HdaKVb2vXQK2WBSgL3bUOZ53pVl60Mz4vaYMrFnLTUPtKW+KW+J8wuhb7nAp+aWBvaor9om+F8U7rG9ePle3q/y2fajRTQSpfPq/2JWTna0nJZsjOWcQt++sJ+3B8exSdHvdEqHo0Hw/HJh25vMBiOTk7fx/E4jn0KU0nJCZ+AccrvJN+EjaB30GHvInZfH2To7Kau41v5ewUVOJ2S9C83sa/ACzCVsAk511n44ibb+OQBiOdOaRB1WCPlhZMLQlCZqHcRX6xm4y2TOwNi/o5pwcmyR7QFC40rHphkx+mwTapFJVVy6Knexk2yNeGAFq2AJPjsSufemfp56yksVCbyMVMKtAnfgIn+AuiOTQgJBQAA>)</li></ul> | 405.46 ns | 335.24 ns | 0.83 | 0.01 | True | | |
|<ul><li>[Truncate - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_Windows 10.0.22621/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> | 1.38 μs | 532.53 ns | 0.39 | 0.15 | True | | |
|<ul><li>[Round - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_Windows 10.0.22621/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives(Single).Round(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#L49-#L50>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 1.40 μs | 531.64 ns | 0.38 | 0.01 | True | | |
|<ul><li>[FusedMultiplyAdd_ScalarMultiplier - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_arm64_Windows 10.0.22621/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives(Single).FusedMultiplyAdd_ScalarMultiplier(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#L75-#L76>)</li><li>[ADX - Test Multi Config Graph](<https://dataexplorer.azure.com/clusters/dotnetperf.westus/databases/PerformanceData?query=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>)</li></ul> | 1.51 μs | 497.65 ns | 0.33 | 0.02 | True | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_1.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_2.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_3.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_4.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_5.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_6.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_Improvement/System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives%28Single%29_7.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_18_2024/refs/heads/main_arm64_Windows%2010.0.22621_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

```cmd
git clone https://github.com/dotnet/performance.git
py .\performance\scripts\benchmarks_ci.py -f net8.0 --filter 'System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;*'
```

<details>

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.Round(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.FusedMultiplyAdd_Vectors(BufferLength: 3079)

#### 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;.Sigmoid(BufferLength: 128)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.Truncate(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.Round(BufferLength: 3079)

#### ETL Files

#### Histogram

#### JIT Disasms

### System.Numerics.Tensors.Tests.Perf_FloatingPointTensorPrimitives&lt;Single&gt;.FusedMultiplyAdd_ScalarMultiplier(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	Windows 10.0.22621
Queue	SurfaceWindows
Baseline	9882188fbe16adee3538b65a3926465dfd6052c1
Compare	0d426df37c6ac2c1d22f952a2e359ffd4281d47b
Diff	Diff
Configs	CompilationMode:tiered, RunKind:micro

Benchmark	Baseline	Test	Test/Base	Test Quality	Edge Detector
Exp - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	695.14 ns	500.93 ns	0.72	0.01	True
Sigmoid - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	18.39 μs	13.67 μs	0.74	0.01	True
Log - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	925.37 ns	620.27 ns	0.67	0.01	True
Round - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	10.80 μs	672.48 ns	0.06	0.07	True

Benchmark	Baseline	Test	Test/Base	Test Quality	Edge Detector
Round - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	68.29 ns	30.39 ns	0.44	0.02	True
FusedMultiplyAdd_Vectors - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	1.34 μs	680.35 ns	0.51	0.03	True
Log - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	354.49 ns	248.32 ns	0.70	0.02	False
Sigmoid - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	405.46 ns	335.24 ns	0.83	0.01	True
Truncate - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	1.38 μs	532.53 ns	0.39	0.15	True
Round - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	1.40 μs	531.64 ns	0.38	0.01	True
FusedMultiplyAdd_ScalarMultiplier - Duration of single invocation 📝 - Benchmark Source ADX - Test Multi Config Graph	1.51 μs	497.65 ns	0.33	0.02	True

[Perf] Windows/arm64: 11 Improvements on 7/10/2024 2:35:18 PM #38603

Description

Run Information

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

Repro

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

ETL Files

Histogram

JIT Disasms

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>.Round(BufferLength: 3079)

ETL Files

Histogram

JIT Disasms

Docs

Run Information

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

Repro

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

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

ETL Files

Histogram

JIT Disasms

Docs

Metadata

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