[Perf] Changes at 7/5/2022 10:32:06 PM

### Run Information

Architecture | x64
-- | --
OS | ubuntu 18.04
Baseline | [338db1a1ba498f308797ce7a54c0ed54e7286d50](https://github.com/dotnet/runtime/commit/338db1a1ba498f308797ce7a54c0ed54e7286d50)
Compare | [ffcb0149763663a55a79784be216afe81f6bf76c](https://github.com/dotnet/runtime/commit/ffcb0149763663a55a79784be216afe81f6bf76c)
Diff | [Diff](https://github.com/dotnet/runtime/compare/338db1a1ba498f308797ce7a54c0ed54e7286d50...ffcb0149763663a55a79784be216afe81f6bf76c)


### Improvements in Benchstone.MDBenchF.MDSqMtx

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio | Baseline ETL | Compare ETL
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | --
[Test - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/Benchstone.MDBenchF.MDSqMtx.Test.html>) | 930.53 ms | 770.26 ms | 0.83 | 0.04 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchF.MDSqMtx_1.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchF.MDSqMtx.html>)

### Repro

```cmd
git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net6.0 --filter 'Benchstone.MDBenchF.MDSqMtx*'
```
<details>

### Payloads

[Baseline](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-8d333c12-04d4-4aef-adde-ba29e3b8cbe17743f3b6ee6446a83/eeb5a717-a25c-4bcf-92b7-0e5a6895fdcf.zip?sv=2021-06-08&se=2022-08-04T17%3A28%3A48Z&sr=c&sp=rl&sig=cVS%2F9MBfhx3oWFeJF041Ca4t%2FdKyVBO4Q%2BoB%2BvZFCGg%3D>)
[Compare](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-f71a7823-3f02-415f-9f27-b8c1fe94d622a653365054c4d57b4/44b012e1-ae19-47e8-9183-2cab8b5234e9.zip?sv=2021-06-08&se=2022-08-05T02%3A36%3A58Z&sr=c&sp=rl&sig=kJEsgJxF1Y%2FiZjApf0PtIefRj8MUtRYOlHvyBGrZft0%3D>)
### Histogram

#### Benchstone.MDBenchF.MDSqMtx.Test

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 770.2648947692308 < 885.1524572446428.
IsChangePoint: Marked as a change because one of 6/6/2022 10:12:27 PM, 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 32.968357364196336 (T) = (0 -762239601.1260234) / Math.Sqrt((1984588261209949.8 / (299)) + (465130434643554.44 / (45))) is greater than 1.9669246454804268 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (45) - 2, .975) and 0.1512434488371719 = (898066235.9327027 - 762239601.1260234) / 898066235.9327027 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```

### 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

Architecture | x64
-- | --
OS | ubuntu 18.04
Baseline | [338db1a1ba498f308797ce7a54c0ed54e7286d50](https://github.com/dotnet/runtime/commit/338db1a1ba498f308797ce7a54c0ed54e7286d50)
Compare | [ffcb0149763663a55a79784be216afe81f6bf76c](https://github.com/dotnet/runtime/commit/ffcb0149763663a55a79784be216afe81f6bf76c)
Diff | [Diff](https://github.com/dotnet/runtime/compare/338db1a1ba498f308797ce7a54c0ed54e7286d50...ffcb0149763663a55a79784be216afe81f6bf76c)


### Improvements in Benchstone.MDBenchI.MDGeneralArray

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio | Baseline ETL | Compare ETL
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | --
[Test - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/Benchstone.MDBenchI.MDGeneralArray.Test.html>) | 16.63 ms | 11.17 ms | 0.67 | 0.03 | False | | |
[Test2 - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/Benchstone.MDBenchI.MDGeneralArray.Test2.html>) | 16.57 ms | 11.16 ms | 0.67 | 0.02 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDGeneralArray_1.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDGeneralArray_2.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDGeneralArray.html>)

### Repro

```cmd
git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net6.0 --filter 'Benchstone.MDBenchI.MDGeneralArray*'
```
<details>

### Payloads

[Baseline](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-8d333c12-04d4-4aef-adde-ba29e3b8cbe17743f3b6ee6446a83/eeb5a717-a25c-4bcf-92b7-0e5a6895fdcf.zip?sv=2021-06-08&se=2022-08-04T17%3A28%3A48Z&sr=c&sp=rl&sig=cVS%2F9MBfhx3oWFeJF041Ca4t%2FdKyVBO4Q%2BoB%2BvZFCGg%3D>)
[Compare](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-f71a7823-3f02-415f-9f27-b8c1fe94d622a653365054c4d57b4/44b012e1-ae19-47e8-9183-2cab8b5234e9.zip?sv=2021-06-08&se=2022-08-05T02%3A36%3A58Z&sr=c&sp=rl&sig=kJEsgJxF1Y%2FiZjApf0PtIefRj8MUtRYOlHvyBGrZft0%3D>)
### Histogram

#### Benchstone.MDBenchI.MDGeneralArray.Test

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 11.173597879166666 < 15.745436724068512.
IsChangePoint: Marked as a change because one of 6/14/2022 10:05:19 AM, 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 34.68017868912036 (T) = (0 -11048083.262695614) / Math.Sqrt((2624996997198.8794 / (299)) + (76785529424.15703 / (45))) is greater than 1.9669246454804268 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (45) - 2, .975) and 0.24324601434485607 = (14599306.342775278 - 11048083.262695614) / 14599306.342775278 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```#### Benchstone.MDBenchI.MDGeneralArray.Test2

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 11.159814841145835 < 15.660590579609377.
IsChangePoint: Marked as a change because one of 6/14/2022 10:05:19 AM, 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 34.915333879275316 (T) = (0 -10751162.077037025) / Math.Sqrt((2590281324396.07 / (299)) + (147570572407.2758 / (44))) is greater than 1.9669451293272056 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (44) - 2, .975) and 0.2625410069884124 = (14578657.496781103 - 10751162.077037025) / 14578657.496781103 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```

### 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

Architecture | x64
-- | --
OS | ubuntu 18.04
Baseline | [338db1a1ba498f308797ce7a54c0ed54e7286d50](https://github.com/dotnet/runtime/commit/338db1a1ba498f308797ce7a54c0ed54e7286d50)
Compare | [ffcb0149763663a55a79784be216afe81f6bf76c](https://github.com/dotnet/runtime/commit/ffcb0149763663a55a79784be216afe81f6bf76c)
Diff | [Diff](https://github.com/dotnet/runtime/compare/338db1a1ba498f308797ce7a54c0ed54e7286d50...ffcb0149763663a55a79784be216afe81f6bf76c)


### Improvements in Benchstone.MDBenchI.MDMidpoint

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio | Baseline ETL | Compare ETL
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | --
[Test - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/Benchstone.MDBenchI.MDMidpoint.Test.html>) | 556.00 ms | 413.91 ms | 0.74 | 0.01 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDMidpoint_1.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDMidpoint.html>)

### Repro

```cmd
git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net6.0 --filter 'Benchstone.MDBenchI.MDMidpoint*'
```
<details>

### Payloads

[Baseline](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-8d333c12-04d4-4aef-adde-ba29e3b8cbe17743f3b6ee6446a83/eeb5a717-a25c-4bcf-92b7-0e5a6895fdcf.zip?sv=2021-06-08&se=2022-08-04T17%3A28%3A48Z&sr=c&sp=rl&sig=cVS%2F9MBfhx3oWFeJF041Ca4t%2FdKyVBO4Q%2BoB%2BvZFCGg%3D>)
[Compare](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-f71a7823-3f02-415f-9f27-b8c1fe94d622a653365054c4d57b4/44b012e1-ae19-47e8-9183-2cab8b5234e9.zip?sv=2021-06-08&se=2022-08-05T02%3A36%3A58Z&sr=c&sp=rl&sig=kJEsgJxF1Y%2FiZjApf0PtIefRj8MUtRYOlHvyBGrZft0%3D>)
### Histogram

#### Benchstone.MDBenchI.MDMidpoint.Test

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 413.9137170714286 < 527.9502956349999.
IsChangePoint: Marked as a change because one of 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 160.14970836247554 (T) = (0 -413893152.28634006) / Math.Sqrt((64429995116528.63 / (299)) + (27811119708367.203 / (45))) is greater than 1.9669246454804268 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (45) - 2, .975) and 0.2610431713948699 = (560104645.1761101 - 413893152.28634006) / 560104645.1761101 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```

### 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

Architecture | x64
-- | --
OS | ubuntu 18.04
Baseline | [338db1a1ba498f308797ce7a54c0ed54e7286d50](https://github.com/dotnet/runtime/commit/338db1a1ba498f308797ce7a54c0ed54e7286d50)
Compare | [ffcb0149763663a55a79784be216afe81f6bf76c](https://github.com/dotnet/runtime/commit/ffcb0149763663a55a79784be216afe81f6bf76c)
Diff | [Diff](https://github.com/dotnet/runtime/compare/338db1a1ba498f308797ce7a54c0ed54e7286d50...ffcb0149763663a55a79784be216afe81f6bf76c)


### Improvements in Benchstone.MDBenchF.MDInvMt

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio | Baseline ETL | Compare ETL
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | --
[Test - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/Benchstone.MDBenchF.MDInvMt.Test.html>) | 5.97 ms | 2.55 ms | 0.43 | 0.06 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchF.MDInvMt_1.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchF.MDInvMt.html>)

### Repro

```cmd
git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net6.0 --filter 'Benchstone.MDBenchF.MDInvMt*'
```
<details>

### Payloads

[Baseline](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-8d333c12-04d4-4aef-adde-ba29e3b8cbe17743f3b6ee6446a83/eeb5a717-a25c-4bcf-92b7-0e5a6895fdcf.zip?sv=2021-06-08&se=2022-08-04T17%3A28%3A48Z&sr=c&sp=rl&sig=cVS%2F9MBfhx3oWFeJF041Ca4t%2FdKyVBO4Q%2BoB%2BvZFCGg%3D>)
[Compare](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-f71a7823-3f02-415f-9f27-b8c1fe94d622a653365054c4d57b4/44b012e1-ae19-47e8-9183-2cab8b5234e9.zip?sv=2021-06-08&se=2022-08-05T02%3A36%3A58Z&sr=c&sp=rl&sig=kJEsgJxF1Y%2FiZjApf0PtIefRj8MUtRYOlHvyBGrZft0%3D>)
### Histogram

#### Benchstone.MDBenchF.MDInvMt.Test

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 2.5481520705357146 < 5.671169423869621.
IsChangePoint: Marked as a change because one of 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 273.83275849387024 (T) = (0 -2543588.855900561) / Math.Sqrt((42794490307.911385 / (299)) + (84033987.2352634 / (45))) is greater than 1.9669246454804268 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (45) - 2, .975) and 0.5645203390217909 = (5840890.135229161 - 2543588.855900561) / 5840890.135229161 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```

### 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

Architecture | x64
-- | --
OS | ubuntu 18.04
Baseline | [338db1a1ba498f308797ce7a54c0ed54e7286d50](https://github.com/dotnet/runtime/commit/338db1a1ba498f308797ce7a54c0ed54e7286d50)
Compare | [ffcb0149763663a55a79784be216afe81f6bf76c](https://github.com/dotnet/runtime/commit/ffcb0149763663a55a79784be216afe81f6bf76c)
Diff | [Diff](https://github.com/dotnet/runtime/compare/338db1a1ba498f308797ce7a54c0ed54e7286d50...ffcb0149763663a55a79784be216afe81f6bf76c)


### Improvements in Benchstone.MDBenchI.MDArray2

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio | Baseline ETL | Compare ETL
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | --
[Test - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/Benchstone.MDBenchI.MDArray2.Test.html>) | 1.31 secs | 1.03 secs | 0.78 | 0.00 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDArray2_1.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDArray2.html>)

### Repro

```cmd
git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net6.0 --filter 'Benchstone.MDBenchI.MDArray2*'
```
<details>

### Payloads

[Baseline](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-8d333c12-04d4-4aef-adde-ba29e3b8cbe17743f3b6ee6446a83/eeb5a717-a25c-4bcf-92b7-0e5a6895fdcf.zip?sv=2021-06-08&se=2022-08-04T17%3A28%3A48Z&sr=c&sp=rl&sig=cVS%2F9MBfhx3oWFeJF041Ca4t%2FdKyVBO4Q%2BoB%2BvZFCGg%3D>)
[Compare](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-f71a7823-3f02-415f-9f27-b8c1fe94d622a653365054c4d57b4/44b012e1-ae19-47e8-9183-2cab8b5234e9.zip?sv=2021-06-08&se=2022-08-05T02%3A36%3A58Z&sr=c&sp=rl&sig=kJEsgJxF1Y%2FiZjApf0PtIefRj8MUtRYOlHvyBGrZft0%3D>)
### Histogram

#### Benchstone.MDBenchI.MDArray2.Test

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 1.0266930618461538 < 1.242550278826923.
IsChangePoint: Marked as a change because one of 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 440.348503206845 (T) = (0 -1025749608.3284578) / Math.Sqrt((2332543136787.7573 / (299)) + (18195856383547.684 / (45))) is greater than 1.9669246454804268 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (45) - 2, .975) and 0.21605731666833128 = (1308449750.393915 - 1025749608.3284578) / 1308449750.393915 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```

### 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

Architecture | x64
-- | --
OS | ubuntu 18.04
Baseline | [338db1a1ba498f308797ce7a54c0ed54e7286d50](https://github.com/dotnet/runtime/commit/338db1a1ba498f308797ce7a54c0ed54e7286d50)
Compare | [ffcb0149763663a55a79784be216afe81f6bf76c](https://github.com/dotnet/runtime/commit/ffcb0149763663a55a79784be216afe81f6bf76c)
Diff | [Diff](https://github.com/dotnet/runtime/compare/338db1a1ba498f308797ce7a54c0ed54e7286d50...ffcb0149763663a55a79784be216afe81f6bf76c)


### Improvements in Benchstone.MDBenchI.MDPuzzle

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio | Baseline ETL | Compare ETL
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | --
[Test - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/Benchstone.MDBenchI.MDPuzzle.Test.html>) | 550.24 ms | 415.93 ms | 0.76 | 0.00 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDPuzzle_1.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDPuzzle.html>)

### Repro

```cmd
git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net6.0 --filter 'Benchstone.MDBenchI.MDPuzzle*'
```
<details>

### Payloads

[Baseline](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-8d333c12-04d4-4aef-adde-ba29e3b8cbe17743f3b6ee6446a83/eeb5a717-a25c-4bcf-92b7-0e5a6895fdcf.zip?sv=2021-06-08&se=2022-08-04T17%3A28%3A48Z&sr=c&sp=rl&sig=cVS%2F9MBfhx3oWFeJF041Ca4t%2FdKyVBO4Q%2BoB%2BvZFCGg%3D>)
[Compare](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-f71a7823-3f02-415f-9f27-b8c1fe94d622a653365054c4d57b4/44b012e1-ae19-47e8-9183-2cab8b5234e9.zip?sv=2021-06-08&se=2022-08-05T02%3A36%3A58Z&sr=c&sp=rl&sig=kJEsgJxF1Y%2FiZjApf0PtIefRj8MUtRYOlHvyBGrZft0%3D>)
### Histogram

#### Benchstone.MDBenchI.MDPuzzle.Test

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 415.9348021428571 < 522.6139306895834.
IsChangePoint: Marked as a change because one of 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 415.8859307031019 (T) = (0 -417048645.4050549) / Math.Sqrt((2380625742831.7383 / (299)) + (4203366618506.9224 / (45))) is greater than 1.9669246454804268 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (45) - 2, .975) and 0.24098618427737317 = (549461204.4815015 - 417048645.4050549) / 549461204.4815015 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```

### 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

Architecture | x64
-- | --
OS | ubuntu 18.04
Baseline | [338db1a1ba498f308797ce7a54c0ed54e7286d50](https://github.com/dotnet/runtime/commit/338db1a1ba498f308797ce7a54c0ed54e7286d50)
Compare | [ffcb0149763663a55a79784be216afe81f6bf76c](https://github.com/dotnet/runtime/commit/ffcb0149763663a55a79784be216afe81f6bf76c)
Diff | [Diff](https://github.com/dotnet/runtime/compare/338db1a1ba498f308797ce7a54c0ed54e7286d50...ffcb0149763663a55a79784be216afe81f6bf76c)


### Improvements in Benchstone.MDBenchI.MDAddArray2

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio | Baseline ETL | Compare ETL
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | --
[Test - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/Benchstone.MDBenchI.MDAddArray2.Test.html>) | 17.51 ms | 11.99 ms | 0.68 | 0.03 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDAddArray2_1.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDAddArray2.html>)

### Repro

```cmd
git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net6.0 --filter 'Benchstone.MDBenchI.MDAddArray2*'
```
<details>

### Payloads

[Baseline](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-8d333c12-04d4-4aef-adde-ba29e3b8cbe17743f3b6ee6446a83/eeb5a717-a25c-4bcf-92b7-0e5a6895fdcf.zip?sv=2021-06-08&se=2022-08-04T17%3A28%3A48Z&sr=c&sp=rl&sig=cVS%2F9MBfhx3oWFeJF041Ca4t%2FdKyVBO4Q%2BoB%2BvZFCGg%3D>)
[Compare](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-f71a7823-3f02-415f-9f27-b8c1fe94d622a653365054c4d57b4/44b012e1-ae19-47e8-9183-2cab8b5234e9.zip?sv=2021-06-08&se=2022-08-05T02%3A36%3A58Z&sr=c&sp=rl&sig=kJEsgJxF1Y%2FiZjApf0PtIefRj8MUtRYOlHvyBGrZft0%3D>)
### Histogram

#### Benchstone.MDBenchI.MDAddArray2.Test

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 11.99241771875 < 17.02533243732804.
IsChangePoint: Marked as a change because one of 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 92.27283746740929 (T) = (0 -11773072.591718813) / Math.Sqrt((166012199423.00952 / (299)) + (180987961031.2528 / (45))) is greater than 1.9669246454804268 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (45) - 2, .975) and 0.34651323094103886 = (18015778.052664112 - 11773072.591718813) / 18015778.052664112 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```

### 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

Architecture | x64
-- | --
OS | ubuntu 18.04
Baseline | [338db1a1ba498f308797ce7a54c0ed54e7286d50](https://github.com/dotnet/runtime/commit/338db1a1ba498f308797ce7a54c0ed54e7286d50)
Compare | [ffcb0149763663a55a79784be216afe81f6bf76c](https://github.com/dotnet/runtime/commit/ffcb0149763663a55a79784be216afe81f6bf76c)
Diff | [Diff](https://github.com/dotnet/runtime/compare/338db1a1ba498f308797ce7a54c0ed54e7286d50...ffcb0149763663a55a79784be216afe81f6bf76c)


### Improvements in Benchstone.MDBenchI.MDXposMatrix

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio | Baseline ETL | Compare ETL
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | --
[Test - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/Benchstone.MDBenchI.MDXposMatrix.Test.html>) | 44.59 μs | 33.72 μs | 0.76 | 0.05 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDXposMatrix_1.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDXposMatrix.html>)

### Repro

```cmd
git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net6.0 --filter 'Benchstone.MDBenchI.MDXposMatrix*'
```
<details>

### Payloads

[Baseline](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-8d333c12-04d4-4aef-adde-ba29e3b8cbe17743f3b6ee6446a83/eeb5a717-a25c-4bcf-92b7-0e5a6895fdcf.zip?sv=2021-06-08&se=2022-08-04T17%3A28%3A48Z&sr=c&sp=rl&sig=cVS%2F9MBfhx3oWFeJF041Ca4t%2FdKyVBO4Q%2BoB%2BvZFCGg%3D>)
[Compare](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-f71a7823-3f02-415f-9f27-b8c1fe94d622a653365054c4d57b4/44b012e1-ae19-47e8-9183-2cab8b5234e9.zip?sv=2021-06-08&se=2022-08-05T02%3A36%3A58Z&sr=c&sp=rl&sig=kJEsgJxF1Y%2FiZjApf0PtIefRj8MUtRYOlHvyBGrZft0%3D>)
### Histogram

#### Benchstone.MDBenchI.MDXposMatrix.Test

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 33.715246545951345 < 42.357845826338014.
IsChangePoint: Marked as a change because one of 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 42.27667062710874 (T) = (0 -32693.206483787755) / Math.Sqrt((31161.21119668241 / (299)) + (3620264.3331391825 / (45))) is greater than 1.9669246454804268 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (45) - 2, .975) and 0.26848114327597233 = (44692.22656842812 - 32693.206483787755) / 44692.22656842812 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```

### 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

Architecture | x64
-- | --
OS | ubuntu 18.04
Baseline | [338db1a1ba498f308797ce7a54c0ed54e7286d50](https://github.com/dotnet/runtime/commit/338db1a1ba498f308797ce7a54c0ed54e7286d50)
Compare | [ffcb0149763663a55a79784be216afe81f6bf76c](https://github.com/dotnet/runtime/commit/ffcb0149763663a55a79784be216afe81f6bf76c)
Diff | [Diff](https://github.com/dotnet/runtime/compare/338db1a1ba498f308797ce7a54c0ed54e7286d50...ffcb0149763663a55a79784be216afe81f6bf76c)


### Improvements in ByteMark

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio | Baseline ETL | Compare ETL
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | --
[BenchNumericSortRectangular - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/ByteMark.BenchNumericSortRectangular.html>) | 1.12 secs | 861.35 ms | 0.77 | 0.00 | False | | |
[BenchLUDecomp - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/ByteMark.BenchLUDecomp.html>) | 1.01 secs | 916.23 ms | 0.91 | 0.04 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/ByteMark_1.png>)
![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/ByteMark_2.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/ByteMark.html>)

### Repro

```cmd
git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net6.0 --filter 'ByteMark*'
```
<details>

### Payloads

[Baseline](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-8d333c12-04d4-4aef-adde-ba29e3b8cbe17743f3b6ee6446a83/eeb5a717-a25c-4bcf-92b7-0e5a6895fdcf.zip?sv=2021-06-08&se=2022-08-04T17%3A28%3A48Z&sr=c&sp=rl&sig=cVS%2F9MBfhx3oWFeJF041Ca4t%2FdKyVBO4Q%2BoB%2BvZFCGg%3D>)
[Compare](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-f71a7823-3f02-415f-9f27-b8c1fe94d622a653365054c4d57b4/44b012e1-ae19-47e8-9183-2cab8b5234e9.zip?sv=2021-06-08&se=2022-08-05T02%3A36%3A58Z&sr=c&sp=rl&sig=kJEsgJxF1Y%2FiZjApf0PtIefRj8MUtRYOlHvyBGrZft0%3D>)
### Histogram

#### ByteMark.BenchNumericSortRectangular

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 861.3462037857142 < 1.0682378820841345.
IsChangePoint: Marked as a change because one of 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 178.22353945623888 (T) = (0 -865166731.555458) / Math.Sqrt((116021972679181.58 / (299)) + (73076325628214.98 / (45))) is greater than 1.9669246454804268 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (45) - 2, .975) and 0.22612349537013468 = (1117964851.4710438 - 865166731.555458) / 1117964851.4710438 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```#### ByteMark.BenchLUDecomp

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 916.2305363333334 < 0.9526970249516666.
IsChangePoint: Marked as a change because one of 5/11/2022 7:02:26 PM, 5/31/2022 6:06:22 PM, 6/2/2022 5:58:32 PM, 6/7/2022 6:20:49 PM, 6/13/2022 2:27:15 PM, 7/10/2022 2:23:14 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 31.13495311479163 (T) = (0 -915928264.8756002) / Math.Sqrt((2100552268231235 / (299)) + (13102130965775.168 / (9))) is greater than 1.9677467375895035 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (9) - 2, .975) and 0.09007743690586592 = (1006600233.9375387 - 915928264.8756002) / 1006600233.9375387 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```

### 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

Architecture | x64
-- | --
OS | ubuntu 18.04
Baseline | [338db1a1ba498f308797ce7a54c0ed54e7286d50](https://github.com/dotnet/runtime/commit/338db1a1ba498f308797ce7a54c0ed54e7286d50)
Compare | [ffcb0149763663a55a79784be216afe81f6bf76c](https://github.com/dotnet/runtime/commit/ffcb0149763663a55a79784be216afe81f6bf76c)
Diff | [Diff](https://github.com/dotnet/runtime/compare/338db1a1ba498f308797ce7a54c0ed54e7286d50...ffcb0149763663a55a79784be216afe81f6bf76c)


### Improvements in Benchstone.MDBenchF.MDInProd

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio | Baseline ETL | Compare ETL
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | --
[Test - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/Benchstone.MDBenchF.MDInProd.Test.html>) | 1.52 secs | 1.33 secs | 0.88 | 0.00 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchF.MDInProd_1.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchF.MDInProd.html>)

### Repro

```cmd
git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net6.0 --filter 'Benchstone.MDBenchF.MDInProd*'
```
<details>

### Payloads

[Baseline](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-8d333c12-04d4-4aef-adde-ba29e3b8cbe17743f3b6ee6446a83/eeb5a717-a25c-4bcf-92b7-0e5a6895fdcf.zip?sv=2021-06-08&se=2022-08-04T17%3A28%3A48Z&sr=c&sp=rl&sig=cVS%2F9MBfhx3oWFeJF041Ca4t%2FdKyVBO4Q%2BoB%2BvZFCGg%3D>)
[Compare](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-f71a7823-3f02-415f-9f27-b8c1fe94d622a653365054c4d57b4/44b012e1-ae19-47e8-9183-2cab8b5234e9.zip?sv=2021-06-08&se=2022-08-05T02%3A36%3A58Z&sr=c&sp=rl&sig=kJEsgJxF1Y%2FiZjApf0PtIefRj8MUtRYOlHvyBGrZft0%3D>)
### Histogram

#### Benchstone.MDBenchF.MDInProd.Test

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 1.3346294435384614 < 1.4378234977942306.
IsChangePoint: Marked as a change because one of 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 196.76574661647675 (T) = (0 -1341012413.5492716) / Math.Sqrt((59360445186986.29 / (299)) + (26360601836324.215 / (45))) is greater than 1.9669246454804268 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (45) - 2, .975) and 0.11500212572148966 = (1515271903.4975362 - 1341012413.5492716) / 1515271903.4975362 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```

### 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

Architecture | x64
-- | --
OS | ubuntu 18.04
Baseline | [338db1a1ba498f308797ce7a54c0ed54e7286d50](https://github.com/dotnet/runtime/commit/338db1a1ba498f308797ce7a54c0ed54e7286d50)
Compare | [ffcb0149763663a55a79784be216afe81f6bf76c](https://github.com/dotnet/runtime/commit/ffcb0149763663a55a79784be216afe81f6bf76c)
Diff | [Diff](https://github.com/dotnet/runtime/compare/338db1a1ba498f308797ce7a54c0ed54e7286d50...ffcb0149763663a55a79784be216afe81f6bf76c)


### Improvements in Benchstone.MDBenchI.MDLogicArray

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio | Baseline ETL | Compare ETL
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | --
[Test - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/Benchstone.MDBenchI.MDLogicArray.Test.html>) | 354.44 ms | 294.00 ms | 0.83 | 0.01 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDLogicArray_1.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchI.MDLogicArray.html>)

### Repro

```cmd
git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net6.0 --filter 'Benchstone.MDBenchI.MDLogicArray*'
```
<details>

### Payloads

[Baseline](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-8d333c12-04d4-4aef-adde-ba29e3b8cbe17743f3b6ee6446a83/eeb5a717-a25c-4bcf-92b7-0e5a6895fdcf.zip?sv=2021-06-08&se=2022-08-04T17%3A28%3A48Z&sr=c&sp=rl&sig=cVS%2F9MBfhx3oWFeJF041Ca4t%2FdKyVBO4Q%2BoB%2BvZFCGg%3D>)
[Compare](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-f71a7823-3f02-415f-9f27-b8c1fe94d622a653365054c4d57b4/44b012e1-ae19-47e8-9183-2cab8b5234e9.zip?sv=2021-06-08&se=2022-08-05T02%3A36%3A58Z&sr=c&sp=rl&sig=kJEsgJxF1Y%2FiZjApf0PtIefRj8MUtRYOlHvyBGrZft0%3D>)
### Histogram

#### Benchstone.MDBenchI.MDLogicArray.Test

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 294.0012206666667 < 336.4827557410714.
IsChangePoint: Marked as a change because one of 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 113.24481335470121 (T) = (0 -293915767.34662414) / Math.Sqrt((84702558871754.42 / (299)) + (72768919868.9163 / (44))) is greater than 1.9669451293272056 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (44) - 2, .975) and 0.1705860368994194 = (354365588.7439911 - 293915767.34662414) / 354365588.7439911 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```

### 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

Architecture | x64
-- | --
OS | ubuntu 18.04
Baseline | [338db1a1ba498f308797ce7a54c0ed54e7286d50](https://github.com/dotnet/runtime/commit/338db1a1ba498f308797ce7a54c0ed54e7286d50)
Compare | [ffcb0149763663a55a79784be216afe81f6bf76c](https://github.com/dotnet/runtime/commit/ffcb0149763663a55a79784be216afe81f6bf76c)
Diff | [Diff](https://github.com/dotnet/runtime/compare/338db1a1ba498f308797ce7a54c0ed54e7286d50...ffcb0149763663a55a79784be216afe81f6bf76c)


### Improvements in Benchstone.MDBenchF.MDRomber

Benchmark | Baseline | Test | Test/Base | Test Quality | Edge Detector | Baseline IR | Compare IR | IR Ratio | Baseline ETL | Compare ETL
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | --
[Test - Duration of single invocation](<https://pvscmdupload.z22.web.core.windows.net/reports/allTestHistory/refs/heads/main_x64_ubuntu 18.04/Benchstone.MDBenchF.MDRomber.Test.html>) | 181.94 ms | 163.02 ms | 0.90 | 0.03 | False | | |

![graph](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchF.MDRomber_1.png>)
[Test Report](<https://pvscmdupload.z22.web.core.windows.net/autofilereport/autofilereports/07_12_2022/refs/heads/main_x64_ubuntu%2018.04_Improvement/Benchstone.MDBenchF.MDRomber.html>)

### Repro

```cmd
git clone https://github.com/dotnet/performance.git
python3 .\performance\scripts\benchmarks_ci.py -f net6.0 --filter 'Benchstone.MDBenchF.MDRomber*'
```
<details>

### Payloads

[Baseline](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-8d333c12-04d4-4aef-adde-ba29e3b8cbe17743f3b6ee6446a83/eeb5a717-a25c-4bcf-92b7-0e5a6895fdcf.zip?sv=2021-06-08&se=2022-08-04T17%3A28%3A48Z&sr=c&sp=rl&sig=cVS%2F9MBfhx3oWFeJF041Ca4t%2FdKyVBO4Q%2BoB%2BvZFCGg%3D>)
[Compare](<https://helixdi107v0xdeko0k025g8.blob.core.windows.net/helix-job-f71a7823-3f02-415f-9f27-b8c1fe94d622a653365054c4d57b4/44b012e1-ae19-47e8-9183-2cab8b5234e9.zip?sv=2021-06-08&se=2022-08-05T02%3A36%3A58Z&sr=c&sp=rl&sig=kJEsgJxF1Y%2FiZjApf0PtIefRj8MUtRYOlHvyBGrZft0%3D>)
### Histogram

#### Benchstone.MDBenchF.MDRomber.Test

```log

```
### Description of detection logic
```IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsRegressionBase: Marked as not a regression because the compare was not 5% greater than the baseline, or the value was too small.
IsImprovementBase: Marked as improvement because the compare was 5% less than the baseline, and the value was not too small.
IsImprovementCheck: Marked as improvement because the three check build points were 0.05 less than the baseline.
IsImprovementWindowed:Marked as improvement because 163.01615503333332 < 169.1859327204762.
IsChangePoint: Marked as a change because one of 7/5/2022 7:01:28 PM, 7/12/2022 6:44:07 AM falls between 7/3/2022 4:26:07 AM and 7/12/2022 6:44:07 AM.
IsImprovementStdDev: Marked as improvement because 26.523036514383964 (T) = (0 -164940727.7717664) / Math.Sqrt((3685055286333.8438 / (299)) + (11474443400035.455 / (45))) is greater than 1.9669246454804268 = MathNet.Numerics.Distributions.StudentT.InvCDF(0, 1, (299) + (45) - 2, .975) and 0.07675745411891197 = (178653733.5260657 - 164940727.7717664) / 178653733.5260657 is greater than 0.05.
IsChangeEdgeDetector: Marked not as a regression because Edge Detector said so.

```

### 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>




Architecture	x64
OS	ubuntu 18.04
Baseline	338db1a1ba498f308797ce7a54c0ed54e7286d50
Compare	ffcb0149763663a55a79784be216afe81f6bf76c
Diff	Diff

Benchmark	Baseline	Test	Test/Base	Test Quality	Edge Detector	Baseline IR	Compare IR	IR Ratio	Baseline ETL	Compare ETL
Test - Duration of single invocation	16.63 ms	11.17 ms	0.67	0.03	False
Test2 - Duration of single invocation	16.57 ms	11.16 ms	0.67	0.02	False

Benchmark	Baseline	Test	Test/Base	Test Quality	Edge Detector	Baseline IR	Compare IR	IR Ratio	Baseline ETL	Compare ETL
BenchNumericSortRectangular - Duration of single invocation	1.12 secs	861.35 ms	0.77	0.00	False
BenchLUDecomp - Duration of single invocation	1.01 secs	916.23 ms	0.91	0.04	False

[Perf] Changes at 7/5/2022 10:32:06 PM #6721

Description

Run Information

Improvements in Benchstone.MDBenchF.MDSqMtx

Repro

Payloads

Histogram

Benchstone.MDBenchF.MDSqMtx.Test

Description of detection logic

Docs

Improvements in Benchstone.MDBenchI.MDGeneralArray

Repro

Payloads

Histogram

Benchstone.MDBenchI.MDGeneralArray.Test

Description of detection logic

Description of detection logic

Docs

Run Information

Improvements in Benchstone.MDBenchI.MDMidpoint

Repro

Payloads

Histogram

Benchstone.MDBenchI.MDMidpoint.Test

Description of detection logic

Docs

Run Information

Improvements in Benchstone.MDBenchF.MDInvMt

Repro

Payloads

Histogram

Benchstone.MDBenchF.MDInvMt.Test

Description of detection logic

Docs

Run Information

Improvements in Benchstone.MDBenchI.MDArray2

Repro

Payloads

Histogram

Benchstone.MDBenchI.MDArray2.Test

Description of detection logic

Docs

Run Information

Improvements in Benchstone.MDBenchI.MDPuzzle

Repro

Payloads

Histogram

Benchstone.MDBenchI.MDPuzzle.Test

Description of detection logic

Docs

Run Information

Improvements in Benchstone.MDBenchI.MDAddArray2

Repro

Payloads

Histogram

Benchstone.MDBenchI.MDAddArray2.Test

Description of detection logic

Docs

Run Information

Improvements in Benchstone.MDBenchI.MDXposMatrix

Repro

Payloads

Histogram

Benchstone.MDBenchI.MDXposMatrix.Test

Description of detection logic

Docs

Run Information

Improvements in ByteMark

Repro

Payloads

Histogram

ByteMark.BenchNumericSortRectangular

Description of detection logic

Description of detection logic

Docs

Run Information

Improvements in Benchstone.MDBenchF.MDInProd

Repro

Payloads

Histogram