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hyazinthhhyazinthh
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Implement scaling (WIP)
1 parent b0230f2 commit 45151c1

15 files changed

+444
-75
lines changed

‎paket.dependencies‎

Lines changed: 8 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -14,6 +14,11 @@ group Test
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storage: none
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source https://api.nuget.org/v3/index.json
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17-
nuget NUnit ~> 3.14.0
18-
nuget NUnit3TestAdapter ~> 4.5.0
19-
nuget Microsoft.NET.Test.Sdk ~> 17.9.0
17+
nuget FSharp.Core ~> 8.0.0
18+
19+
nuget FsUnit ~> 6.0.0
20+
nuget NUnit ~> 4.2.2
21+
nuget NUnit3TestAdapter ~> 4.6.0
22+
nuget Microsoft.NET.Test.Sdk ~> 17.9.0
23+
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nuget BenchmarkDotNet ~> 0.14.0

‎paket.lock‎

Lines changed: 120 additions & 16 deletions
Original file line numberDiff line numberDiff line change
@@ -2,22 +2,23 @@ STORAGE: NONE
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RESTRICTION: || (== net8.0) (== netstandard2.0)
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NUGET
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remote: https://api.nuget.org/v3/index.json
5-
Aardvark.Base (5.3)
6-
Aardvark.Base.Telemetry (5.3)
5+
Aardvark.Base (5.3.3)
6+
Aardvark.Base.Telemetry (5.3.3)
7+
SingleFileExtractor.Core (>= 2.2.1 < 2.3)
78
System.Collections.Immutable (>= 8.0)
89
System.Reflection.Metadata (>= 8.0)
910
System.Text.Json (>= 8.0.4)
10-
Aardvark.Base.FSharp (5.3)
11-
Aardvark.Base (5.3)
11+
Aardvark.Base.FSharp (5.3.3)
12+
Aardvark.Base (5.3.3)
1213
Aardvark.Base.TypeProviders (>= 4.5.15 < 4.6)
1314
FSharp.Core (>= 8.0)
1415
FSharp.Data.Adaptive (>= 1.2 < 1.3)
1516
FsPickler (>= 5.3.2 < 5.4)
1617
System.Dynamic.Runtime (>= 4.3 < 4.4)
17-
Aardvark.Base.Telemetry (5.3)
18-
Aardvark.Base.Tensors (5.3)
19-
Aardvark.Base (5.3)
20-
Aardvark.Base.FSharp (5.3)
18+
Aardvark.Base.Telemetry (5.3.3)
19+
Aardvark.Base.Tensors (5.3.3)
20+
Aardvark.Base (5.3.3)
21+
Aardvark.Base.FSharp (5.3.3)
2122
FSharp.Core (>= 8.0)
2223
Aardvark.Base.TypeProviders (4.5.15)
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FSharp.Core (>= 4.2.3)
@@ -36,6 +37,8 @@ NUGET
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OpenCvSharp4 (4.10.0.20240616)
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System.Memory (>= 4.5.5)
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System.Runtime.CompilerServices.Unsafe (>= 6.0)
40+
SingleFileExtractor.Core (2.2.1)
41+
System.Memory (>= 4.5.5) - restriction: || (&& (== net8.0) (< netstandard2.1)) (== netstandard2.0)
3942
System.Buffers (4.5.1) - restriction: || (&& (== net8.0) (>= monotouch)) (&& (== net8.0) (>= net461)) (&& (== net8.0) (< netcoreapp2.0)) (&& (== net8.0) (< netstandard1.1)) (&& (== net8.0) (< netstandard2.0)) (&& (== net8.0) (>= xamarinios)) (&& (== net8.0) (>= xamarinmac)) (&& (== net8.0) (>= xamarintvos)) (&& (== net8.0) (>= xamarinwatchos)) (== netstandard2.0)
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System.Collections (4.3)
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Microsoft.NETCore.Platforms (>= 1.1)
@@ -176,22 +179,123 @@ STORAGE: NONE
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RESTRICTION: || (== net8.0) (== netstandard2.0)
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NUGET
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remote: https://api.nuget.org/v3/index.json
182+
BenchmarkDotNet (0.14)
183+
BenchmarkDotNet.Annotations (>= 0.14)
184+
CommandLineParser (>= 2.9.1)
185+
Gee.External.Capstone (>= 2.3)
186+
Iced (>= 1.17)
187+
Microsoft.CodeAnalysis.CSharp (>= 4.1)
188+
Microsoft.Diagnostics.Runtime (>= 2.2.332302)
189+
Microsoft.Diagnostics.Tracing.TraceEvent (>= 3.1.8)
190+
Microsoft.DotNet.PlatformAbstractions (>= 3.1.6)
191+
Microsoft.Win32.Registry (>= 5.0) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
192+
Perfolizer (0.3.17)
193+
System.Management (>= 5.0)
194+
System.Numerics.Vectors (>= 4.5) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
195+
System.Reflection.Emit (>= 4.7) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
196+
System.Reflection.Emit.Lightweight (>= 4.7) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
197+
System.Threading.Tasks.Extensions (>= 4.5.4) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
198+
BenchmarkDotNet.Annotations (0.14)
199+
CommandLineParser (2.9.1)
200+
FSharp.Core (8.0.400)
201+
FsUnit (6.0)
202+
FSharp.Core (>= 5.0.2)
203+
NUnit (>= 4.0.1)
204+
Gee.External.Capstone (2.3)
205+
Iced (1.21)
206+
Microsoft.Bcl.AsyncInterfaces (8.0) - restriction: || (&& (== net8.0) (>= net462)) (&& (== net8.0) (< net6.0)) (&& (== net8.0) (< netstandard2.1)) (== netstandard2.0)
207+
System.Threading.Tasks.Extensions (>= 4.5.4) - restriction: || (&& (== net8.0) (>= net462)) (&& (== net8.0) (< netstandard2.1)) (== netstandard2.0)
208+
Microsoft.CodeAnalysis.Analyzers (3.3.4)
209+
Microsoft.CodeAnalysis.Common (4.11)
210+
Microsoft.CodeAnalysis.Analyzers (>= 3.3.4)
211+
System.Buffers (>= 4.5.1) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
212+
System.Collections.Immutable (>= 8.0)
213+
System.Memory (>= 4.5.5) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
214+
System.Numerics.Vectors (>= 4.5) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
215+
System.Reflection.Metadata (>= 8.0)
216+
System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
217+
System.Text.Encoding.CodePages (>= 7.0) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
218+
System.Threading.Tasks.Extensions (>= 4.5.4) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
219+
Microsoft.CodeAnalysis.CSharp (4.11)
220+
Microsoft.CodeAnalysis.Analyzers (>= 3.3.4)
221+
Microsoft.CodeAnalysis.Common (4.11)
222+
System.Buffers (>= 4.5.1) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
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System.Collections.Immutable (>= 8.0)
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System.Memory (>= 4.5.5) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
225+
System.Numerics.Vectors (>= 4.5) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
226+
System.Reflection.Metadata (>= 8.0)
227+
System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
228+
System.Text.Encoding.CodePages (>= 7.0) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
229+
System.Threading.Tasks.Extensions (>= 4.5.4) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
179230
Microsoft.CodeCoverage (17.10) - restriction: || (== net8.0) (&& (== netstandard2.0) (>= net462)) (&& (== netstandard2.0) (>= netcoreapp3.1))
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Microsoft.Diagnostics.NETCore.Client (0.2.532401)
232+
Microsoft.Bcl.AsyncInterfaces (>= 6.0) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
233+
Microsoft.Extensions.Logging.Abstractions (>= 6.0.4)
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System.Buffers (>= 4.5.1) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
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Microsoft.Diagnostics.Runtime (3.1.512801)
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Microsoft.Diagnostics.NETCore.Client (>= 0.2.410101)
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System.Collections.Immutable (>= 6.0) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
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System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
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Microsoft.Diagnostics.Tracing.TraceEvent (3.1.15)
240+
Microsoft.Diagnostics.NETCore.Client (>= 0.2.510501)
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Microsoft.Win32.Registry (>= 5.0)
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System.Collections.Immutable (>= 8.0)
243+
System.Reflection.Metadata (>= 8.0)
244+
System.Reflection.TypeExtensions (>= 4.7)
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System.Runtime.CompilerServices.Unsafe (>= 6.0)
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Microsoft.DotNet.PlatformAbstractions (3.1.6)
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Microsoft.Extensions.DependencyInjection.Abstractions (8.0.1)
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Microsoft.Bcl.AsyncInterfaces (>= 8.0) - restriction: || (&& (== net8.0) (>= net462)) (&& (== net8.0) (< netstandard2.1)) (== netstandard2.0)
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System.Threading.Tasks.Extensions (>= 4.5.4) - restriction: || (&& (== net8.0) (>= net462)) (&& (== net8.0) (< netstandard2.1)) (== netstandard2.0)
250+
Microsoft.Extensions.Logging.Abstractions (8.0.1)
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Microsoft.Extensions.DependencyInjection.Abstractions (>= 8.0.1)
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System.Buffers (>= 4.5.1) - restriction: || (&& (== net8.0) (>= net462)) (&& (== net8.0) (< net6.0)) (== netstandard2.0)
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System.Memory (>= 4.5.5) - restriction: || (&& (== net8.0) (>= net462)) (&& (== net8.0) (< net6.0)) (== netstandard2.0)
180254
Microsoft.NET.Test.Sdk (17.9)
181255
Microsoft.CodeCoverage (>= 17.9) - restriction: || (== net8.0) (&& (== netstandard2.0) (>= net462)) (&& (== netstandard2.0) (>= netcoreapp3.1))
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Microsoft.TestPlatform.TestHost (>= 17.9) - restriction: || (== net8.0) (&& (== netstandard2.0) (>= netcoreapp3.1))
183-
Microsoft.NETCore.Platforms (7.0.4)
184257
Microsoft.TestPlatform.ObjectModel (17.10) - restriction: || (== net8.0) (&& (== netstandard2.0) (>= netcoreapp3.1))
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System.Reflection.Metadata (>= 1.6)
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Microsoft.TestPlatform.TestHost (17.10) - restriction: || (== net8.0) (&& (== netstandard2.0) (>= netcoreapp3.1))
187260
Microsoft.TestPlatform.ObjectModel (>= 17.10) - restriction: || (== net8.0) (&& (== netstandard2.0) (>= netcoreapp3.1))
188261
Newtonsoft.Json (>= 13.0.1) - restriction: || (== net8.0) (&& (== netstandard2.0) (>= netcoreapp3.1))
189-
NETStandard.Library (2.0.3)
190-
Microsoft.NETCore.Platforms (>= 1.1)
262+
Microsoft.Win32.Registry (5.0)
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System.Buffers (>= 4.5.1) - restriction: || (&& (== net8.0) (>= monoandroid) (< netstandard1.3)) (&& (== net8.0) (>= monotouch)) (&& (== net8.0) (< netcoreapp2.0)) (&& (== net8.0) (>= xamarinios)) (&& (== net8.0) (>= xamarinmac)) (&& (== net8.0) (>= xamarintvos)) (&& (== net8.0) (>= xamarinwatchos)) (== netstandard2.0)
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System.Memory (>= 4.5.4) - restriction: || (&& (== net8.0) (< netcoreapp2.0)) (&& (== net8.0) (< netcoreapp2.1)) (&& (== net8.0) (>= uap10.1)) (== netstandard2.0)
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System.Security.AccessControl (>= 5.0)
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System.Security.Principal.Windows (>= 5.0)
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Newtonsoft.Json (13.0.3) - restriction: || (== net8.0) (&& (== netstandard2.0) (>= netcoreapp3.1))
192-
NUnit (3.14)
193-
NETStandard.Library (>= 2.0)
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NUnit3TestAdapter (4.5)
195-
System.Collections.Immutable (8.0) - restriction: || (== net8.0) (&& (== netstandard2.0) (>= netcoreapp3.1))
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System.Reflection.Metadata (8.0) - restriction: || (== net8.0) (&& (== netstandard2.0) (>= netcoreapp3.1))
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NUnit (4.2.2)
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NUnit3TestAdapter (4.6)
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Perfolizer (0.3.17)
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System.Memory (>= 4.5.5) - restriction: || (&& (== net8.0) (< netstandard2.1)) (== netstandard2.0)
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System.Buffers (4.5.1) - restriction: || (&& (== net8.0) (>= monoandroid) (< netstandard1.3)) (&& (== net8.0) (>= monotouch)) (&& (== net8.0) (< net6.0) (>= xamarinios)) (&& (== net8.0) (< net6.0) (>= xamarinmac)) (&& (== net8.0) (< net6.0) (>= xamarintvos)) (&& (== net8.0) (< net6.0) (>= xamarinwatchos)) (&& (== net8.0) (< netcoreapp2.0)) (== netstandard2.0)
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System.CodeDom (8.0)
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System.Collections.Immutable (8.0)
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System.Memory (>= 4.5.5) - restriction: || (&& (== net8.0) (>= net462)) (&& (== net8.0) (< net6.0)) (== netstandard2.0)
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System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: || (&& (== net8.0) (>= net462)) (&& (== net8.0) (< net6.0)) (&& (== net8.0) (< net7.0)) (== netstandard2.0)
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System.Management (8.0)
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System.CodeDom (>= 8.0)
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System.Memory (4.5.5) - restriction: || (&& (== net8.0) (< netstandard2.1)) (== netstandard2.0)
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System.Buffers (>= 4.5.1) - restriction: || (&& (== net8.0) (>= monotouch)) (&& (== net8.0) (>= net461)) (&& (== net8.0) (< netcoreapp2.0)) (&& (== net8.0) (< netstandard1.1)) (&& (== net8.0) (< netstandard2.0)) (&& (== net8.0) (>= xamarinios)) (&& (== net8.0) (>= xamarinmac)) (&& (== net8.0) (>= xamarintvos)) (&& (== net8.0) (>= xamarinwatchos)) (== netstandard2.0)
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System.Numerics.Vectors (>= 4.4) - restriction: || (&& (== net8.0) (< netcoreapp2.0)) (== netstandard2.0)
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System.Runtime.CompilerServices.Unsafe (>= 4.5.3) - restriction: || (&& (== net8.0) (>= monotouch)) (&& (== net8.0) (>= net461)) (&& (== net8.0) (< netcoreapp2.0)) (&& (== net8.0) (< netcoreapp2.1)) (&& (== net8.0) (< netstandard1.1)) (&& (== net8.0) (< netstandard2.0)) (&& (== net8.0) (>= uap10.1)) (&& (== net8.0) (>= xamarinios)) (&& (== net8.0) (>= xamarinmac)) (&& (== net8.0) (>= xamarintvos)) (&& (== net8.0) (>= xamarinwatchos)) (== netstandard2.0)
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System.Numerics.Vectors (4.5) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
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System.Reflection.Emit (4.7) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
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System.Reflection.Emit.ILGeneration (>= 4.7) - restriction: || (&& (== net8.0) (< netcoreapp2.0) (< netstandard2.1)) (&& (== net8.0) (< netstandard1.1)) (&& (== net8.0) (< netstandard2.0)) (&& (== net8.0) (>= uap10.1)) (== netstandard2.0)
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System.Reflection.Emit.ILGeneration (4.7) - restriction: || (&& (== net8.0) (< netcoreapp2.0) (< netstandard2.1)) (&& (== net8.0) (< netstandard1.1)) (&& (== net8.0) (< netstandard2.0)) (&& (== net8.0) (>= uap10.1)) (== netstandard2.0)
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System.Reflection.Emit.Lightweight (4.7) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
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System.Reflection.Emit.ILGeneration (>= 4.7) - restriction: || (&& (== net8.0) (< netcoreapp2.0) (< netstandard2.1)) (&& (== net8.0) (< netstandard2.0)) (&& (== net8.0) (< portable-net45+wp8)) (&& (== net8.0) (>= uap10.1)) (== netstandard2.0)
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System.Reflection.Metadata (8.0)
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System.Collections.Immutable (>= 8.0)
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System.Memory (>= 4.5.5) - restriction: || (&& (== net8.0) (>= net462)) (&& (== net8.0) (< net6.0)) (== netstandard2.0)
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System.Reflection.TypeExtensions (4.7)
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System.Runtime.CompilerServices.Unsafe (6.0)
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System.Security.AccessControl (6.0.1) - restriction: || (&& (== net8.0) (>= monoandroid) (< netstandard1.3)) (&& (== net8.0) (>= monotouch)) (&& (== net8.0) (>= net461)) (&& (== net8.0) (< net6.0)) (&& (== net8.0) (< netcoreapp2.0)) (&& (== net8.0) (>= uap10.1)) (== netstandard2.0)
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System.Security.Principal.Windows (>= 5.0) - restriction: || (&& (== net8.0) (>= net461)) (&& (== net8.0) (< net6.0)) (== netstandard2.0)
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System.Security.Principal.Windows (5.0) - restriction: || (&& (== net8.0) (>= monoandroid) (< netstandard1.3)) (&& (== net8.0) (>= monotouch)) (&& (== net8.0) (>= net461)) (&& (== net8.0) (< net6.0)) (&& (== net8.0) (< netcoreapp2.0)) (&& (== net8.0) (>= uap10.1)) (== netstandard2.0)
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System.Text.Encoding.CodePages (8.0) - restriction: || (&& (== net8.0) (< net7.0)) (== netstandard2.0)
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System.Memory (>= 4.5.5) - restriction: || (&& (== net8.0) (>= net462)) (&& (== net8.0) (< net6.0)) (== netstandard2.0)
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System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: || (&& (== net8.0) (>= net462)) (&& (== net8.0) (< net6.0)) (&& (== net8.0) (< net7.0)) (== netstandard2.0)
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System.Threading.Tasks.Extensions (4.5.4) - restriction: || (&& (== net8.0) (< net6.0)) (== netstandard2.0)
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System.Runtime.CompilerServices.Unsafe (>= 4.5.3) - restriction: || (&& (== net8.0) (>= net461)) (&& (== net8.0) (< netcoreapp2.1)) (&& (== net8.0) (< netstandard1.0)) (&& (== net8.0) (< netstandard2.0)) (&& (== net8.0) (>= wp8)) (== netstandard2.0)

‎src/Aardvark.OpenCV.Tests/Aardvark.OpenCV.Tests.csproj‎ renamed to ‎src/Aardvark.OpenCV.Tests/Aardvark.OpenCV.Tests.fsproj‎

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<PropertyGroup>
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<OutputType>Exe</OutputType>
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<TargetFramework>net8.0</TargetFramework>
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<GenerateProgramFile>false</GenerateProgramFile>
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<OutputPath>..\..\bin\Debug</OutputPath>
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</PropertyGroup>
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<ItemGroup>
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<Compile Include="Benchmarks\ImageBench.fs" />
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<Compile Include="Tests\ClusteringTests.fs" />
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<Compile Include="Tests\FittingTests.fs" />
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<Compile Include="Tests\ImageTests.fs" />
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<Compile Include="Program.fs" />
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<None Include="paket.references" />
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</ItemGroup>
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‎src/Aardvark.OpenCV.Tests/Benchmarks/ImageBench.fs‎

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namespace Aardvark.OpenCV.Benchmarks
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open Aardvark.Base
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open Aardvark.OpenCV
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open BenchmarkDotNet.Attributes
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module ``Image Processing Benchmarks`` =
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type Scaling() =
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[<DefaultValue; Params(128, 1024, 2048, 4096)>]
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val mutable Size : int
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[<DefaultValue; Params(ImageInterpolation.Linear, ImageInterpolation.Cubic, ImageInterpolation.Lanczos)>]
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val mutable Interpolation : ImageInterpolation
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let mutable image = null
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let scaleFactor = V2d(0.234, 0.894)
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[<GlobalSetup>]
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member x.Setup() =
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Aardvark.Init()
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let rnd = RandomSystem 0
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image <- new PixImage<float32>(Col.Format.RGBA, x.Size, x.Size)
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image.Volume.SetByIndex(ignore >> rnd.UniformFloat) |> ignore
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[<Benchmark(Description = "Aardvark (Tensors)", Baseline = true)>]
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member x.AardvarkTensors() =
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let volume = Aardvark.Base.TensorExtensions.Scaled(image.Volume, scaleFactor, x.Interpolation)
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PixImage<float32>(image.Format, volume)
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[<Benchmark>]
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member x.OpenCV() =
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ImageProcessing.ScaledOpenCV(image, scaleFactor, x.Interpolation)

‎src/Aardvark.OpenCV.Tests/ClusteringTests.cs‎

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‎src/Aardvark.OpenCV.Tests/FittingTests.cs‎

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‎src/Aardvark.OpenCV.Tests/Program.fs‎

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namespace Aardvark.OpenCV.Benchmarks
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open System.Reflection
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open BenchmarkDotNet.Running;
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open BenchmarkDotNet.Configs
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open BenchmarkDotNet.Jobs
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open BenchmarkDotNet.Toolchains
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module Program =
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[<EntryPoint>]
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let main argv =
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let cfg =
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let job = Job.ShortRun.WithToolchain(InProcess.Emit.InProcessEmitToolchain.Instance)
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ManualConfig.Create(DefaultConfig.Instance).WithOptions(ConfigOptions.DisableOptimizationsValidator).AddJob(job)
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BenchmarkSwitcher.FromAssembly(Assembly.GetExecutingAssembly()).Run(argv, cfg) |> ignore
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0

‎src/Aardvark.OpenCV.Tests/TensorExtensionsBench.cs‎

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using Aardvark.Base;
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using BenchmarkDotNet.Attributes;
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namespace Aardvark.OpenCV.Tests
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{
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public class Scaling
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{
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[Params(128, 1024, 2048, 4096)]
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public int Size;
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[Params(ImageInterpolation.Linear, ImageInterpolation.Cubic)]
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public ImageInterpolation Interpolation;
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private PixImage<float> _image;
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private readonly V2d _scaleFactor = new (0.234, 0.894);
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[GlobalSetup]
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public void Init()
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{
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Aardvark.Base.Aardvark.Init();
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var rnd = new RandomSystem(0);
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_image = new PixImage<float>(Col.Format.RGBA, new V2i(Size, Size));
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_image.Volume.SetByIndex((_) => rnd.UniformFloat());
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}
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[Benchmark(Description = "Aardvark (Tensors)", Baseline = true)]
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public PixImage<float> AardvarkTensors()
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{
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var volume = Aardvark.Base.TensorExtensions.Scaled(_image.Volume, _scaleFactor, Interpolation);
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return new PixImage<float>(_image.Format, volume);
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}
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[Benchmark]
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public PixImage<float> OpenCV()
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=> TensorExtensions.ScaledOpenCV(_image, _scaleFactor, Interpolation);
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}
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}

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