diff --git a/.github/workflows/build-docs.yml b/.github/workflows/build-docs.yml
new file mode 100644
index 00000000..2e06ec69
--- /dev/null
+++ b/.github/workflows/build-docs.yml
@@ -0,0 +1,48 @@
+name: BuildDocs
+
+on:
+  push:
+  pull_request:
+  workflow_dispatch:
+
+jobs:
+  win-build:
+    name: Windows Build Docs
+    runs-on: windows-latest
+    defaults:
+      run:
+        shell: cmd
+    steps:
+      - name: System Info
+        run: systeminfo
+
+      - uses: actions/checkout@v3
+      - name: Setup .NET
+        uses: actions/setup-dotnet@v3
+        with:
+          global-json-file: global.json
+
+      - name: Build
+        run: ./build.cmd BuildDocs
+        env:
+          CI: true
+
+  linux-build:
+    name: Linux Build Docs
+    runs-on: ubuntu-latest
+    steps:
+      - name: System Info
+        run: lscpu
+
+      - uses: actions/checkout@v3
+      - name: Setup .NET
+        uses: actions/setup-dotnet@v3
+        with:
+          global-json-file: global.json
+
+      - name: Build
+        run: |
+          chmod +x ./build.sh
+          ./build.sh BuildDocs
+        env:
+          CI: true
diff --git a/.github/workflows/build-on-push.yml b/.github/workflows/build-on-push.yml
index f7eaece3..c8763bc3 100644
--- a/.github/workflows/build-on-push.yml
+++ b/.github/workflows/build-on-push.yml
@@ -7,8 +7,8 @@ on:
   workflow_dispatch:
 
 jobs:
-  win-build:
-    name: Windows Build (No Tests)
+  win-build-release:
+    name: Windows Release Build (No Tests)
     runs-on: windows-latest
     defaults:
       run:
@@ -28,9 +28,34 @@ jobs:
           # Work around https://github.com/actions/setup-dotnet/issues/29
           DOTNET_ROOT: ${{ runner.tool_cache }}/dncs/${{ matrix.dotnet }}/x64
           CI: true
+          CONFIGURATION: Release
+
+  win-build-debug:
+    name: Windows Debug Build (No Tests)
+    runs-on: windows-latest
+    defaults:
+      run:
+        shell: cmd
+    steps:
+      - name: System Info
+        run: systeminfo
+
+      - uses: actions/checkout@v2
+
+      - name: Setup .NET Core
+        uses: actions/setup-dotnet@v1
+
+      - name: Build
+        run: ./build.cmd DotnetBuild
+        env:
+          # Work around https://github.com/actions/setup-dotnet/issues/29
+          DOTNET_ROOT: ${{ runner.tool_cache }}/dncs/${{ matrix.dotnet }}/x64
+          CI: true
+          CONFIGURATION: Debug
+
 
   win-test:
-    name: Windows Build And Test
+    name: Windows Release Build And Test
     if: github.repository_owner != 'YaccConstructor'
     runs-on: windows-latest
     defaults:
@@ -68,9 +93,32 @@ jobs:
           # Work around https://github.com/actions/setup-dotnet/issues/29
           DOTNET_ROOT: ${{ runner.tool_cache }}/dncs/${{ matrix.dotnet }}/x64
           CI: true
+          CONFIGURATION: Release
+
+  linux-build-debug:
+    name: Linux Debug Build (No Tests)
+    runs-on: ubuntu-latest
+    steps:
+      - name: System Info
+        run: lscpu
+
+      - uses: actions/checkout@v1
+
+      - name: Setup .NET
+        uses: actions/setup-dotnet@v1
+
+      - name: Build
+        run: |
+          chmod +x ./build.sh
+          ./build.sh DotnetBuild
+        env:
+          # Work around https://github.com/actions/setup-dotnet/issues/29
+          DOTNET_ROOT: ${{ runner.tool_cache }}/dncs/${{ matrix.dotnet }}/x64
+          CI: true
+          CONFIGURATION: Debug
 
-  linux-build:
-    name: Linux Build (No Tests)
+  linux-build-release:
+    name: Linux Release Build (No Tests)
     runs-on: ubuntu-latest
     steps:
       - name: System Info
@@ -89,9 +137,10 @@ jobs:
           # Work around https://github.com/actions/setup-dotnet/issues/29
           DOTNET_ROOT: ${{ runner.tool_cache }}/dncs/${{ matrix.dotnet }}/x64
           CI: true
+          CONFIGURATION: Release
 
   linux-test:
-    name: Linux Build And Test
+    name: Linux Release Build And Test
     if: github.repository_owner != 'YaccConstructor'
     runs-on: ubuntu-latest
     steps:
@@ -121,6 +170,7 @@ jobs:
           # Work around https://github.com/actions/setup-dotnet/issues/29
           DOTNET_ROOT: ${{ runner.tool_cache }}/dncs/${{ matrix.dotnet }}/x64
           CI: true
+          CONFIGURATION: Release
 
   linux-test-self-hosted:
     name: Linux Self-Hosted Test
@@ -143,3 +193,4 @@ jobs:
           # Work around https://github.com/actions/setup-dotnet/issues/29
           DOTNET_ROOT: ${{ runner.tool_cache }}/dncs/${{ matrix.dotnet }}/x64
           CI: true
+          CONFIGURATION: Release
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
new file mode 100644
index 00000000..cb858680
--- /dev/null
+++ b/.github/workflows/publish.yml
@@ -0,0 +1,27 @@
+name: Publish Nuget packages
+
+on:
+  push:
+    tags:
+      - '*'
+      
+jobs:
+  publish-self-hosted:
+    name: Build, test, and publish Nuget packages on self-hosted server with GPU
+    if: github.repository_owner == 'YaccConstructor'
+    runs-on: self-hosted
+    steps:        
+      - uses: actions/checkout@v3
+
+      - name: OpenCL Info
+        run: clinfo
+        
+      - name: Build, test, publish
+        env:
+          NUGET_TOKEN: ${{ secrets.NUGET_TOKEN }}
+          GITHUB_TOKEN: ${{ secrets._GITHUB_TOKEN }}
+          FAKE_DETAILED_ERRORS: true
+          CI: true
+        run:  |
+          chmod +x ./build.sh
+          ./build.sh Publish
diff --git a/.github/workflows/release-docs.yml b/.github/workflows/release-docs.yml
new file mode 100644
index 00000000..b13c0b8e
--- /dev/null
+++ b/.github/workflows/release-docs.yml
@@ -0,0 +1,27 @@
+name: Release Docs
+
+on:
+  push:
+    tags:
+      - '*'
+
+jobs:
+
+  linux-build:
+    name: Linux Release Docs
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Setup .NET
+        uses: actions/setup-dotnet@v3
+        with:
+          global-json-file: global.json
+
+      - name: ReleaseDocs
+        run: |
+          chmod +x ./build.sh
+          ./build.sh ReleaseDocs
+        env:
+          GITHUB_TOKEN: ${{ secrets._GITHUB_TOKEN }}
+          FAKE_DETAILED_ERRORS: true
+          CI: true
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 16f812ac..a8f395d8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,15 +1,22 @@
 # Changelog
+
 All notable changes to this project will be documented in this file.
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## [Unreleased]
+## [0.1.0-alpha1] - 2023-05-18
 
-## [0.1.0] - 2017-03-17
-First release
+First release. For demo and tests. Basic linear algebra only. No graph algorithms.
 
 ### Added
-- This release already has lots of features
+- Basic functions for vectors and matrices creation
+- Basic functions for vectors manipulation: map, reduce
+- Basic functions for matrices manipulation: map, transpose
+- Matrix-matrix element-wise functions (map2)
+- Vector-vector element-wise functions (map2)
+- Sparse matrix multiplication
+- Kronecker product
 
-[0.1.0]: https://github.com/user/MyCoolNewLib.git/releases/tag/v0.1.0
+[Unreleased]: https://github.com/YaccConstructor/GraphBLAS-sharp/compare/v0.1.0-alpha1...HEAD
+[0.1.0-alpha1]: https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/v0.1.0-alpha1
diff --git a/README.md b/README.md
index 6ddbc2c0..8f1004a1 100644
--- a/README.md
+++ b/README.md
@@ -30,6 +30,7 @@ GraphBLAS# is a GPGPU-based [GraphBLAS](https://graphblas.org/)-like API impleme
   - [x] COO-COO `map2`
   - [x] COO-COO `map2AtLeastOne`
   - [x] CSR-CSR multiplication
+  - [x] CSR-CSR Kronecker product
 - **Vector-Matrix**
   - [x] Dense-CSR multiplication
   - [ ] Sparse-CSR multiplication
@@ -231,6 +232,13 @@ build.cmd
 ```
 To find more options look at [MiniScaffold](https://github.com/TheAngryByrd/MiniScaffold). We use it in our project.
 
+### Release
+The release process is automated: NuGet packages publishing process is triggered by tag pushing to any branch.
+To release new version one should
+1. [Add release notes to CHANGELOG](https://github.com/TheAngryByrd/MiniScaffold/blob/master/Content/Library/README.md#releasing)
+2. Run ```./build.sh Release [version]``` (on local machine)
+
+
 ## License
 This project licensed under MIT License. License text can be found in the [license file](https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md).
  
diff --git a/benchmarks/GraphBLAS-sharp.Benchmarks/Algorithms/BFS.fs b/benchmarks/GraphBLAS-sharp.Benchmarks/Algorithms/BFS.fs
index 7115a90c..5e7050d2 100644
--- a/benchmarks/GraphBLAS-sharp.Benchmarks/Algorithms/BFS.fs
+++ b/benchmarks/GraphBLAS-sharp.Benchmarks/Algorithms/BFS.fs
@@ -2,15 +2,14 @@
 
 open System.IO
 open BenchmarkDotNet.Attributes
+open Microsoft.FSharp.Core
+open Brahma.FSharp
 open GraphBLAS.FSharp
-open GraphBLAS.FSharp.Backend.Quotes
 open GraphBLAS.FSharp.IO
-open Brahma.FSharp
-open Backend.Algorithms.BFS
-open Microsoft.FSharp.Core
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
 open GraphBLAS.FSharp.Benchmarks
-open GraphBLAS.FSharp.Backend.Objects
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Backend.Quotes
 
 [<AbstractClass>]
 [<IterationCount(100)>]
@@ -20,14 +19,15 @@ type Benchmarks<'elem when 'elem : struct>(
     buildFunToBenchmark,
     converter: string -> 'elem,
     binaryConverter,
-    vertex: int)
+    vertex: int,
+    buildMatrix)
     =
 
     let mutable funToBenchmark = None
-    let mutable matrix = Unchecked.defaultof<ClMatrix.CSR<'elem>>
+    let mutable matrix = Unchecked.defaultof<ClMatrix<'elem>>
     let mutable matrixHost = Unchecked.defaultof<_>
 
-    member val ResultLevels = Unchecked.defaultof<ClArray<'elem option>> with get,set
+    member val ResultLevels = Unchecked.defaultof<ClVector<'elem>> with get,set
 
     [<ParamsSource("AvailableContexts")>]
     member val OclContextInfo = Unchecked.defaultof<Utils.BenchmarkContext * int> with get, set
@@ -46,7 +46,7 @@ type Benchmarks<'elem when 'elem : struct>(
     static member AvailableContexts = Utils.availableContexts
 
     static member InputMatrixProviderBuilder pathToConfig =
-        let datasetFolder = "BFS"
+        let datasetFolder = ""
         pathToConfig
         |> Utils.getMatricesFilenames
         |> Seq.map
@@ -69,9 +69,12 @@ type Benchmarks<'elem when 'elem : struct>(
         this.ResultLevels <- this.FunToBenchmark this.Processor matrix vertex
 
     member this.ClearInputMatrix() =
-        (matrix :> IDeviceMemObject).Dispose this.Processor
+        matrix.Dispose this.Processor
 
-    member this.ClearResult() = this.ResultLevels.FreeAndWait this.Processor
+    member this.ClearResult() =
+        match this.ResultLevels with
+        | ClVector.Dense result -> result.FreeAndWait this.Processor
+        | _ -> failwith "Impossible"
 
     member this.ReadMatrix() =
         let converter =
@@ -82,7 +85,7 @@ type Benchmarks<'elem when 'elem : struct>(
         matrixHost <- this.InputMatrixReader.ReadMatrix converter
 
     member this.LoadMatrixToGPU() =
-        matrix <- matrixHost.ToCSR.ToDevice this.OclContext
+        matrix <- buildMatrix this.OclContext matrixHost
 
     abstract member GlobalSetup : unit -> unit
 
@@ -96,13 +99,15 @@ type WithoutTransferBenchmark<'elem when 'elem : struct>(
     buildFunToBenchmark,
     converter: string -> 'elem,
     boolConverter,
-    vertex) =
+    vertex,
+    buildMatrix) =
 
     inherit Benchmarks<'elem>(
         buildFunToBenchmark,
         converter,
         boolConverter,
-        vertex)
+        vertex,
+        buildMatrix)
 
     [<GlobalSetup>]
     override this.GlobalSetup() =
@@ -125,10 +130,11 @@ type WithoutTransferBenchmark<'elem when 'elem : struct>(
 type BFSWithoutTransferBenchmarkInt32() =
 
     inherit WithoutTransferBenchmark<int>(
-        (singleSource ArithmeticOperations.intSumOption ArithmeticOperations.intMulOption),
+        (Algorithms.BFS.singleSource ArithmeticOperations.intSumOption ArithmeticOperations.intMulOption),
         int32,
         (fun _ -> Utils.nextInt (System.Random())),
-        0)
+        0,
+        (fun context matrix -> ClMatrix.CSR <| matrix.ToCSR.ToDevice context))
 
     static member InputMatrixProvider =
         Benchmarks<_>.InputMatrixProviderBuilder "BFSBenchmarks.txt"
@@ -137,13 +143,15 @@ type WithTransferBenchmark<'elem when 'elem : struct>(
     buildFunToBenchmark,
     converter: string -> 'elem,
     boolConverter,
-    vertex) =
+    vertex,
+    buildMatrix) =
 
     inherit Benchmarks<'elem>(
         buildFunToBenchmark,
         converter,
         boolConverter,
-        vertex)
+        vertex,
+        buildMatrix)
 
     [<GlobalSetup>]
     override this.GlobalSetup() =
@@ -162,16 +170,20 @@ type WithTransferBenchmark<'elem when 'elem : struct>(
     override this.Benchmark() =
         this.LoadMatrixToGPU()
         this.BFS()
-        this.ResultLevels.ToHost this.Processor |> ignore
-        this.Processor.PostAndReply Msg.MsgNotifyMe
+        match this.ResultLevels with
+        | ClVector.Dense result ->
+            result.ToHost this.Processor |> ignore
+            this.Processor.PostAndReply Msg.MsgNotifyMe
+        | _ -> failwith "Impossible"
 
 type BFSWithTransferBenchmarkInt32() =
 
     inherit WithTransferBenchmark<int>(
-        (singleSource ArithmeticOperations.intSumOption ArithmeticOperations.intMulOption),
+        (Algorithms.BFS.singleSource ArithmeticOperations.intSumOption ArithmeticOperations.intMulOption),
         int32,
         (fun _ -> Utils.nextInt (System.Random())),
-        0)
+        0,
+        (fun context matrix -> ClMatrix.CSR <| matrix.ToCSR.ToDevice context))
 
     static member InputMatrixProvider =
         Benchmarks<_>.InputMatrixProviderBuilder "BFSBenchmarks.txt"
diff --git a/benchmarks/GraphBLAS-sharp.Benchmarks/Helpers.fs b/benchmarks/GraphBLAS-sharp.Benchmarks/Helpers.fs
index 6ce43002..0867e214 100644
--- a/benchmarks/GraphBLAS-sharp.Benchmarks/Helpers.fs
+++ b/benchmarks/GraphBLAS-sharp.Benchmarks/Helpers.fs
@@ -5,14 +5,12 @@ namespace GraphBLAS.FSharp.Benchmarks
 open Brahma.FSharp
 open Brahma.FSharp.OpenCL.Translator
 open Brahma.FSharp.OpenCL.Translator.QuotationTransformers
-open GraphBLAS.FSharp.Backend.Objects
 open OpenCL.Net
 open System.IO
 open System.Text.RegularExpressions
 open GraphBLAS.FSharp.Tests
 open FsCheck
 open Expecto
-open GraphBLAS.FSharp.Test
 
 module Utils =
     type BenchmarkContext =
diff --git a/benchmarks/GraphBLAS-sharp.Benchmarks/Matrix/Map2/Map2.fs b/benchmarks/GraphBLAS-sharp.Benchmarks/Matrix/Map2/Map2.fs
index 2e2582f1..ab54db75 100644
--- a/benchmarks/GraphBLAS-sharp.Benchmarks/Matrix/Map2/Map2.fs
+++ b/benchmarks/GraphBLAS-sharp.Benchmarks/Matrix/Map2/Map2.fs
@@ -1,15 +1,14 @@
 namespace GraphBLAS.FSharp.Benchmarks.Matrix.Map2
 
 open System.IO
-open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.IO
 open BenchmarkDotNet.Attributes
 open Brahma.FSharp
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.IO
 open GraphBLAS.FSharp.Objects
-open GraphBLAS.FSharp.Backend.Objects
 open GraphBLAS.FSharp.Objects.MatrixExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Matrix
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Backend.Quotes
 open GraphBLAS.FSharp.Benchmarks
 
 [<AbstractClass>]
@@ -47,7 +46,7 @@ type Benchmarks<'matrixT, 'elem when 'matrixT :> IDeviceMemObject and 'elem : st
     static member AvailableContexts = Utils.availableContexts
 
     static member InputMatricesProviderBuilder pathToConfig =
-        let datasetFolder = "EWiseAdd"
+        let datasetFolder = ""
         pathToConfig
         |> Utils.getMatricesFilenames
         |> Seq.map
@@ -138,7 +137,7 @@ module WithoutTransfer =
         type Float32() =
 
             inherit Benchmark<ClMatrix.COO<float32>,float32>(
-                (Matrix.map2 ArithmeticOperations.float32SumOption),
+                (Operations.Matrix.map2 ArithmeticOperations.float32SumOption),
                 float32,
                 (fun _ -> Utils.nextSingle (System.Random())),
                 Matrix.COO
@@ -150,7 +149,7 @@ module WithoutTransfer =
         type Bool() =
 
             inherit Benchmark<ClMatrix.COO<bool>,bool>(
-                (Matrix.map2 ArithmeticOperations.boolSumOption),
+                (Operations.Matrix.map2 ArithmeticOperations.boolSumOption),
                 (fun _ -> true),
                 (fun _ -> true),
                 Matrix.COO
@@ -163,7 +162,7 @@ module WithoutTransfer =
         type Float32() =
 
             inherit Benchmark<ClMatrix.CSR<float32>,float32>(
-                (Matrix.map2 ArithmeticOperations.float32SumOption),
+                (Operations.Matrix.map2 ArithmeticOperations.float32SumOption),
                 float32,
                 (fun _ -> Utils.nextSingle (System.Random())),
                 (fun matrix -> Matrix.CSR matrix.ToCSR)
@@ -175,7 +174,7 @@ module WithoutTransfer =
         type Bool() =
 
             inherit Benchmark<ClMatrix.CSR<bool>,bool>(
-                (Matrix.map2 ArithmeticOperations.boolSumOption),
+                (Operations.Matrix.map2 ArithmeticOperations.boolSumOption),
                 (fun _ -> true),
                 (fun _ -> true),
                 (fun matrix -> Matrix.CSR matrix.ToCSR)
@@ -189,7 +188,7 @@ module WithoutTransfer =
             type Bool() =
 
                 inherit Benchmark<ClMatrix.COO<bool>,bool>(
-                    (Matrix.map2AtLeastOne ArithmeticOperations.boolSumAtLeastOne),
+                    (Operations.Matrix.map2AtLeastOne ArithmeticOperations.boolSumAtLeastOne),
                     (fun _ -> true),
                     (fun _ -> true),
                     Matrix.COO
@@ -201,7 +200,7 @@ module WithoutTransfer =
             type Float32() =
 
                 inherit Benchmark<ClMatrix.COO<float32>,float32>(
-                    (Matrix.map2AtLeastOne ArithmeticOperations.float32SumAtLeastOne),
+                    (Operations.Matrix.map2AtLeastOne ArithmeticOperations.float32SumAtLeastOne),
                     float32,
                     (fun _ -> Utils.nextSingle (System.Random())),
                     Matrix.COO
@@ -214,7 +213,7 @@ module WithoutTransfer =
             type Bool() =
 
                 inherit Benchmark<ClMatrix.CSR<bool>,bool>(
-                    (Matrix.map2AtLeastOne ArithmeticOperations.boolSumAtLeastOne),
+                    (Operations.Matrix.map2AtLeastOne ArithmeticOperations.boolSumAtLeastOne),
                     (fun _ -> true),
                     (fun _ -> true),
                     (fun matrix -> Matrix.CSR matrix.ToCSR)
@@ -226,7 +225,7 @@ module WithoutTransfer =
             type Float32() =
 
                 inherit Benchmark<ClMatrix.CSR<float32>,float32>(
-                    (Matrix.map2AtLeastOne ArithmeticOperations.float32SumAtLeastOne),
+                    (Operations.Matrix.map2AtLeastOne ArithmeticOperations.float32SumAtLeastOne),
                     float32,
                     (fun _ -> Utils.nextSingle (System.Random())),
                     (fun matrix -> Matrix.CSR matrix.ToCSR)
@@ -273,7 +272,7 @@ module WithTransfer =
         type Float32() =
 
             inherit Benchmark<ClMatrix.COO<float32>,float32>(
-                (Matrix.map2 ArithmeticOperations.float32SumOption),
+                (Operations.Matrix.map2 ArithmeticOperations.float32SumOption),
                 float32,
                 (fun _ -> Utils.nextSingle (System.Random())),
                 Matrix.COO,
diff --git a/benchmarks/GraphBLAS-sharp.Benchmarks/Matrix/SpGeMM/Expand.fs b/benchmarks/GraphBLAS-sharp.Benchmarks/Matrix/SpGeMM/Expand.fs
index 87e81239..e8a75071 100644
--- a/benchmarks/GraphBLAS-sharp.Benchmarks/Matrix/SpGeMM/Expand.fs
+++ b/benchmarks/GraphBLAS-sharp.Benchmarks/Matrix/SpGeMM/Expand.fs
@@ -1,16 +1,14 @@
 module GraphBLAS.FSharp.Benchmarks.Matrix.SpGeMM.Expand
 
 open System.IO
-open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.IO
 open BenchmarkDotNet.Attributes
 open Brahma.FSharp
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.IO
+open GraphBLAS.FSharp.Backend.Quotes
 open GraphBLAS.FSharp.Objects
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 open GraphBLAS.FSharp.Benchmarks
-open GraphBLAS.FSharp.Backend
 
 [<AbstractClass>]
 [<IterationCount(100)>]
@@ -134,7 +132,7 @@ module WithoutTransfer =
     type Float32() =
 
         inherit Benchmark<float32>(
-            Matrix.SpGeMM.expand (fst ArithmeticOperations.float32Add) (fst ArithmeticOperations.float32Mul),
+            Operations.SpGeMM.expand (fst ArithmeticOperations.float32Add) (fst ArithmeticOperations.float32Mul),
             float32,
             (fun _ -> Utils.nextSingle (System.Random())),
             (fun context matrix -> ClMatrix.CSR <| matrix.ToCSR.ToDevice context)
diff --git a/benchmarks/GraphBLAS-sharp.Benchmarks/Matrix/SpGeMM/Masked.fs b/benchmarks/GraphBLAS-sharp.Benchmarks/Matrix/SpGeMM/Masked.fs
index 2a164021..ff0495bf 100644
--- a/benchmarks/GraphBLAS-sharp.Benchmarks/Matrix/SpGeMM/Masked.fs
+++ b/benchmarks/GraphBLAS-sharp.Benchmarks/Matrix/SpGeMM/Masked.fs
@@ -5,12 +5,10 @@ open GraphBLAS.FSharp.Backend.Quotes
 open GraphBLAS.FSharp.IO
 open BenchmarkDotNet.Attributes
 open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Objects
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 open GraphBLAS.FSharp.Benchmarks
-open GraphBLAS.FSharp.Backend
 
 [<AbstractClass>]
 [<IterationCount(100)>]
@@ -53,7 +51,7 @@ type Masked<'elem when 'elem : struct>(
     static member AvaliableContexts = Utils.availableContexts
 
     static member InputMatrixProviderBuilder pathToConfig =
-        let datasetFolder = "Mxm"
+        let datasetFolder = ""
         pathToConfig
         |> Utils.getMatricesFilenames
         |> Seq.map
@@ -204,7 +202,7 @@ type MxmBenchmarksWithTransposing<'elem when 'elem : struct>(
 type Mxm4Float32MultiplicationOnlyBenchmark() =
 
     inherit MxmBenchmarksMultiplicationOnly<float32>(
-        Matrix.SpGeMM.masked  (fst ArithmeticOperations.float32Add) (fst ArithmeticOperations.float32Mul),
+        Operations.SpGeMM.masked  (fst ArithmeticOperations.float32Add) (fst ArithmeticOperations.float32Mul),
         float32,
         (fun _ -> Utils.nextSingle (System.Random())),
         (fun context matrix -> ClMatrix.CSR <| matrix.ToCSR.ToDevice context)
@@ -216,7 +214,7 @@ type Mxm4Float32MultiplicationOnlyBenchmark() =
 type Mxm4Float32WithTransposingBenchmark() =
 
     inherit MxmBenchmarksWithTransposing<float32>(
-        Matrix.SpGeMM.masked (fst ArithmeticOperations.float32Add) (fst ArithmeticOperations.float32Mul),
+        Operations.SpGeMM.masked (fst ArithmeticOperations.float32Add) (fst ArithmeticOperations.float32Mul),
         float32,
         (fun _ -> Utils.nextSingle (System.Random())),
         (fun context matrix -> ClMatrix.CSR <| matrix.ToCSR.ToDevice context)
@@ -228,7 +226,7 @@ type Mxm4Float32WithTransposingBenchmark() =
 type Mxm4BoolMultiplicationOnlyBenchmark() =
 
     inherit MxmBenchmarksMultiplicationOnly<bool>(
-        (Matrix.SpGeMM.masked (fst ArithmeticOperations.boolAdd) (fst ArithmeticOperations.boolMul)),
+        (Operations.SpGeMM.masked (fst ArithmeticOperations.boolAdd) (fst ArithmeticOperations.boolMul)),
         (fun _ -> true),
         (fun _ -> true),
         (fun context matrix -> ClMatrix.CSR <| matrix.ToCSR.ToDevice context)
@@ -240,7 +238,7 @@ type Mxm4BoolMultiplicationOnlyBenchmark() =
 type Mxm4BoolWithTransposingBenchmark() =
 
     inherit MxmBenchmarksWithTransposing<bool>(
-        (Matrix.SpGeMM.masked (fst ArithmeticOperations.boolAdd) (fst ArithmeticOperations.boolMul)),
+        (Operations.SpGeMM.masked (fst ArithmeticOperations.boolAdd) (fst ArithmeticOperations.boolMul)),
         (fun _ -> true),
         (fun _ -> true),
         (fun context matrix -> ClMatrix.CSR <| matrix.ToCSR.ToDevice context)
@@ -252,7 +250,7 @@ type Mxm4BoolWithTransposingBenchmark() =
 type Mxm4Float32MultiplicationOnlyWithZerosFilterBenchmark() =
 
     inherit MxmBenchmarksMultiplicationOnly<float32>(
-        (Matrix.SpGeMM.masked (fst ArithmeticOperations.float32Add) (fst ArithmeticOperations.float32Mul)),
+        (Operations.SpGeMM.masked (fst ArithmeticOperations.float32Add) (fst ArithmeticOperations.float32Mul)),
         float32,
         (fun _ -> Utils.nextSingle (System.Random())),
         (fun context matrix -> ClMatrix.CSR <| matrix.ToCSR.ToDevice context)
@@ -264,7 +262,7 @@ type Mxm4Float32MultiplicationOnlyWithZerosFilterBenchmark() =
 type Mxm4Float32WithTransposingWithZerosFilterBenchmark() =
 
     inherit MxmBenchmarksWithTransposing<float32>(
-        Matrix.SpGeMM.masked (fst ArithmeticOperations.float32Add) (fst ArithmeticOperations.float32Mul),
+        Operations.SpGeMM.masked (fst ArithmeticOperations.float32Add) (fst ArithmeticOperations.float32Mul),
         float32,
         (fun _ -> Utils.nextSingle (System.Random())),
         (fun context matrix -> ClMatrix.CSR <| matrix.ToCSR.ToDevice context)
diff --git a/benchmarks/GraphBLAS-sharp.Benchmarks/Vector/Map2.fs b/benchmarks/GraphBLAS-sharp.Benchmarks/Vector/Map2.fs
index 523f5185..5c4871e2 100644
--- a/benchmarks/GraphBLAS-sharp.Benchmarks/Vector/Map2.fs
+++ b/benchmarks/GraphBLAS-sharp.Benchmarks/Vector/Map2.fs
@@ -2,16 +2,14 @@ module GraphBLAS.FSharp.Benchmarks.Vector.Map2
 
 open FsCheck
 open BenchmarkDotNet.Attributes
-
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects
 open GraphBLAS.FSharp.Backend.Quotes
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Benchmarks
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Objects.ClVectorExtensions
-open GraphBLAS.FSharp.Backend.Vector
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 [<AbstractClass>]
 [<IterationCount(100)>]
@@ -29,7 +27,7 @@ type Benchmarks<'elem when 'elem : struct>(
 
     member val HostVectorPair = Unchecked.defaultof<Vector<'elem> * Vector<'elem>> with get, set
 
-    member val ResultVector = Unchecked.defaultof<ClVector<'elem>> with get,set
+    member val ResultVector = Unchecked.defaultof<ClVector<'elem> option> with get,set
 
     [<ParamsSource("AvailableContexts")>]
     member val OclContextInfo = Unchecked.defaultof<Utils.BenchmarkContext * int> with get, set
@@ -69,7 +67,9 @@ type Benchmarks<'elem when 'elem : struct>(
         secondVector.Dispose this.Processor
 
     member this.ClearResult() =
-        this.ResultVector.Dispose this.Processor
+        match this.ResultVector with
+        | Some v -> v.Dispose this.Processor
+        | None -> ()
 
     member this.CreateVectors()  =
         this.HostVectorPair <- List.last (Gen.sample this.Size 1 generator)
@@ -122,26 +122,26 @@ module WithoutTransfer =
     type Float() =
 
         inherit Benchmark<float>(
-            (Vector.map2 ArithmeticOperations.floatSumOption),
+            (Operations.Vector.map2 ArithmeticOperations.floatSumOption),
             VectorGenerator.floatPair Sparse)
 
     type Int32() =
 
         inherit Benchmark<int32>(
-            (Vector.map2 ArithmeticOperations.intSumOption),
+            (Operations.Vector.map2 ArithmeticOperations.intSumOption),
             VectorGenerator.intPair Sparse)
 
     module AtLeastOne =
         type Float() =
 
             inherit Benchmark<float>(
-                (Vector.map2AtLeastOne ArithmeticOperations.floatSumAtLeastOne),
+                (Operations.Vector.map2AtLeastOne ArithmeticOperations.floatSumAtLeastOne),
                 VectorGenerator.floatPair Sparse)
 
         type Int32() =
 
             inherit Benchmark<int32>(
-                (Vector.map2AtLeastOne ArithmeticOperations.intSumAtLeastOne),
+                (Operations.Vector.map2AtLeastOne ArithmeticOperations.intSumAtLeastOne),
                 VectorGenerator.intPair Sparse)
 
 module WithTransfer =
@@ -164,8 +164,12 @@ module WithTransfer =
         override this.Benchmark () =
             this.LoadVectorsToGPU()
             this.Map2()
-            this.ResultVector.ToHost this.Processor |> ignore
-            this.Processor.PostAndReply Msg.MsgNotifyMe
+            match this.ResultVector with
+            | Some v ->
+                v.ToHost this.Processor |> ignore
+                this.Processor.PostAndReply Msg.MsgNotifyMe
+            | None -> ()
+
 
         [<IterationCleanup>]
         override this.IterationCleanup () =
@@ -178,24 +182,24 @@ module WithTransfer =
     type Float() =
 
         inherit Benchmark<float>(
-            (Vector.map2 ArithmeticOperations.floatSumOption),
+            (Operations.Vector.map2 ArithmeticOperations.floatSumOption),
             VectorGenerator.floatPair Sparse)
 
     type Int32() =
 
         inherit Benchmark<int32>(
-            (Vector.map2 ArithmeticOperations.intSumOption),
+            (Operations.Vector.map2 ArithmeticOperations.intSumOption),
             VectorGenerator.intPair Sparse)
 
     module AtLeastOne =
         type Float() =
 
             inherit Benchmark<float>(
-                (Vector.map2AtLeastOne ArithmeticOperations.floatSumAtLeastOne),
+                (Operations.Vector.map2AtLeastOne ArithmeticOperations.floatSumAtLeastOne),
                 VectorGenerator.floatPair Sparse)
 
         type Int32() =
 
             inherit Benchmark<int32>(
-                (Vector.map2AtLeastOne ArithmeticOperations.intSumAtLeastOne),
+                (Operations.Vector.map2AtLeastOne ArithmeticOperations.intSumAtLeastOne),
                 VectorGenerator.intPair Sparse)
diff --git a/build/build.fs b/build/build.fs
index ebe40819..15a5f2b9 100644
--- a/build/build.fs
+++ b/build/build.fs
@@ -66,7 +66,7 @@ let gitRepoName = "GraphBLAS-sharp"
 
 let gitHubRepoUrl = sprintf "https://github.com/%s/%s" gitOwner gitRepoName
 
-let releaseBranch = "main"
+let releaseBranch = "master"
 
 let tagFromVersionNumber versionNumber = sprintf "v%s" versionNumber
 
@@ -76,7 +76,6 @@ let mutable latestEntry =
     if Seq.isEmpty changelog.Entries
     then Changelog.ChangelogEntry.New("0.0.1", "0.0.1-alpha.1", Some DateTime.Today, None, [], false)
     else changelog.LatestEntry
-let mutable linkReferenceForLatestEntry = ""
 let mutable changelogBackupFilename = ""
 
 let publishUrl = "https://www.nuget.org"
@@ -97,7 +96,7 @@ let nugetToken = Environment.environVarOrNone "NUGET_TOKEN"
 let isRelease (targets : Target list) =
     targets
     |> Seq.map(fun t -> t.Name)
-    |> Seq.exists ((=)"Release")
+    |> Seq.exists (fun name -> name = "Release" || name = "Publish")
 
 let invokeAsync f = async { f () }
 
@@ -113,18 +112,25 @@ let failOnBadExitAndPrint (p : ProcessResult) =
         p.Errors |> Seq.iter Trace.traceError
         failwithf "failed with exitcode %d" p.ExitCode
 
+let isCI = lazy environVarAsBoolOrDefault "CI" false
+
 // CI Servers can have bizzare failures that have nothing to do with your code
 let rec retryIfInCI times fn =
-    match Environment.environVarOrNone "CI" with
-    | Some _ ->
+    if isCI.Value then
         if times > 1 then
             try
-                fn()
-            with
-            | _ -> retryIfInCI (times - 1) fn
+                fn ()
+            with _ ->
+                retryIfInCI (times - 1) fn
         else
-            fn()
-    | _ -> fn()
+            fn ()
+    else
+        fn ()
+
+let isOnCI () =
+    if not isCI.Value then
+        failwith "Not on CI. If you want to publish, please use CI."
+
 
 let isReleaseBranchCheck () =
     if Git.Information.getBranchName "" <> releaseBranch then failwithf "Not on %s.  If you want to release please switch to this branch." releaseBranch
@@ -161,7 +167,8 @@ module Changelog =
                 | None -> sprintf "%s/releases/tag/%s" gitHubRepoUrl (tagFromVersionNumber newVersion.AsString)
             sprintf "[%s]: %s" newVersion.AsString linkTarget
 
-    let mkReleaseNotes (linkReference : string) (latestEntry : Changelog.ChangelogEntry) =
+    let mkReleaseNotes (latestEntry : Changelog.ChangelogEntry) =
+        let linkReference = mkLinkReference latestEntry.SemVer changelog
         if String.isNullOrEmpty linkReference then latestEntry.ToString()
         else
             // Add link reference target to description before building release notes, since in main changelog file it's at the bottom of the file
@@ -273,6 +280,11 @@ let allReleaseChecks () =
     isReleaseBranchCheck ()
     Changelog.isChangelogEmpty ()
 
+let allPublishChecks () =
+    isOnCI ()
+    Changelog.isChangelogEmpty ()
+
+
 //-----------------------------------------------------------------------------
 // Target Implementations
 //-----------------------------------------------------------------------------
@@ -330,9 +342,8 @@ let updateChangelog ctx =
     )
     let versionTuple version = (version.Major, version.Minor, version.Patch)
     let prereleaseEntries = changelog.Entries |> List.filter (fun entry -> entry.SemVer.PreRelease.IsSome && versionTuple entry.SemVer = versionTuple newVersion)
-    let prereleaseChanges = prereleaseEntries |> List.collect (fun entry -> entry.Changes |> List.filter (not << Changelog.isEmptyChange))
+    let prereleaseChanges = prereleaseEntries |> List.collect (fun entry -> entry.Changes |> List.filter (not << Changelog.isEmptyChange)) |> List.distinct
     let assemblyVersion, nugetVersion = Changelog.parseVersions newVersion.AsString
-    linkReferenceForLatestEntry <- Changelog.mkLinkReference newVersion changelog
     let newEntry = Changelog.ChangelogEntry.New(assemblyVersion.Value, nugetVersion.Value, Some System.DateTime.Today, description, unreleasedChanges @ prereleaseChanges, false)
     let newChangelog = Changelog.Changelog.New(changelog.Header, changelog.Description, None, newEntry :: changelog.Entries)
     latestEntry <- newEntry
@@ -346,7 +357,7 @@ let updateChangelog ctx =
     |> Changelog.save changelogFilename
 
     // Now update the link references at the end of the file
-    linkReferenceForLatestEntry <- Changelog.mkLinkReference newVersion changelog
+    let linkReferenceForLatestEntry = Changelog.mkLinkReference newVersion changelog
     let linkReferenceForUnreleased = sprintf "[Unreleased]: %s/compare/%s...%s" gitHubRepoUrl (tagFromVersionNumber newVersion.AsString) "HEAD"
     let tailLines = File.read changelogFilename |> List.ofSeq |> List.rev
 
@@ -521,7 +532,7 @@ let generateAssemblyInfo _ =
 
 let dotnetPack ctx =
     // Get release notes with properly-linked version number
-    let releaseNotes = latestEntry |> Changelog.mkReleaseNotes linkReferenceForLatestEntry
+    let releaseNotes = latestEntry |> Changelog.mkReleaseNotes
     let args =
         [
             sprintf "/p:PackageVersion=%s" latestEntry.NuGetVersion
@@ -543,7 +554,7 @@ let sourceLinkTest _ =
     )
 
 let publishToNuget _ =
-    allReleaseChecks ()
+    allPublishChecks ()
     Paket.push(fun c ->
         { c with
             ToolType = ToolType.CreateLocalTool()
@@ -577,7 +588,7 @@ let gitRelease _ =
     Git.Branches.pushTag "" "origin" tag
 
 let githubRelease _ =
-    allReleaseChecks ()
+    allPublishChecks ()
     let token =
         match githubToken with
         | Some s -> s
@@ -585,7 +596,7 @@ let githubRelease _ =
 
     let files = !! distGlob
     // Get release notes with properly-linked version number
-    let releaseNotes = latestEntry |> Changelog.mkReleaseNotes linkReferenceForLatestEntry
+    let releaseNotes = latestEntry |> Changelog.mkReleaseNotes
 
     GitHub.createClientWithToken token
     |> GitHub.draftNewRelease gitOwner gitRepoName (tagFromVersionNumber latestEntry.NuGetVersion) (latestEntry.SemVer.PreRelease <> None) (releaseNotes |> Seq.singleton)
@@ -635,7 +646,9 @@ let watchDocs _ =
     DocsTool.watch ()
 
 let releaseDocs ctx =
-    isReleaseBranchCheck () // Docs changes don't need a full release to the library
+    if isCI.Value
+    then allPublishChecks () // Release docs on publishing on CI
+    else isReleaseBranchCheck () // Docs changes don't need a full release to the library
 
     Git.Staging.stageAll docsDir
     Git.Commit.exec "" (sprintf "Documentation release of version %s" latestEntry.NuGetVersion)
@@ -681,6 +694,7 @@ let initTargets () =
     Target.create "FormatCode" formatCode
     Target.create "CheckFormatCode" checkFormatCode
     Target.create "Release" ignore
+    Target.create "Publish" ignore
     Target.create "BuildDocs" buildDocs
     Target.create "WatchDocs" watchDocs
     Target.create "ReleaseDocs" releaseDocs
@@ -705,13 +719,16 @@ let initTargets () =
     // Ensure UpdateChangelog is called after DotnetRestore and before GenerateAssemblyInfo
     "DotnetRestore" ?=>! "UpdateChangelog"
     "UpdateChangelog" ?=>! "GenerateAssemblyInfo"
-    "UpdateChangelog" ==>! "PublishToNuGet"
 
     "BuildDocs" ==>! "ReleaseDocs"
     "BuildDocs" ?=>! "PublishToNuget"
     "DotnetPack" ?=>! "BuildDocs"
     "GenerateCoverageReport" ?=>! "ReleaseDocs"
 
+    "UpdateChangelog"
+        ==> "GitRelease"
+        ==>! "Release"
+
 
     "DotnetRestore"
         ==> "CheckFormatCode"
@@ -722,9 +739,8 @@ let initTargets () =
         ==> "DotnetPack"
         ==> "SourceLinkTest"
         ==> "PublishToNuGet"
-        ==> "GitRelease"
         ==> "GitHubRelease"
-        ==>! "Release"
+        ==>! "Publish"
 
     "DotnetRestore"
         ==>! "WatchTests"
diff --git a/docs/Api_Reference/GraphBLAS-sharp.Backend/GraphBLAS-sharp.Backend.html b/docs/Api_Reference/GraphBLAS-sharp.Backend/GraphBLAS-sharp.Backend.html
new file mode 100644
index 00000000..0410dacd
--- /dev/null
+++ b/docs/Api_Reference/GraphBLAS-sharp.Backend/GraphBLAS-sharp.Backend.html
@@ -0,0 +1,2 @@
+<!doctype html>
+<html data-reactroot="" lang="en"><head><title>GraphBLAS-sharp docs / GraphBLAS-sharp.Backend.html-GraphBLAS-sharp</title><meta name="viewport" content="width=device-width, initial-scale=1" /><link href="https://yaccconstructor.github.io/GraphBLAS-sharp/content/toggle-bootstrap.min.css?version=638198737747694916" type="text/css" rel="stylesheet" /><link href="https://yaccconstructor.github.io/GraphBLAS-sharp/content/toggle-bootstrap-dark.min.css?version=638198737747694916" type="text/css" rel="stylesheet" /><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.11.2/css/all.min.css" rel="stylesheet" integrity="sha384-KA6wR/X5RY4zFAHpv/CnoG2UW1uogYfdnP67Uv7eULvTveboZJg0qUpmJZb5VqzN" crossorigin="anonymous" /><link href="https://yaccconstructor.github.io/GraphBLAS-sharp/content/style.css?version=638198737747694916" type="text/css" rel="stylesheet" /></head><body><nav class="navbar navbar-expand-md sticky-top navbar-dark bg-dark"><a class="navbar-brand" href="https://yaccconstructor.github.io/GraphBLAS-sharp/index.html"><i class="fa fa-car text-white mr-2"></i>GraphBLAS-sharp</a><button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarNav" aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation"><span class="navbar-toggler-icon"></span></button><div class="collapse navbar-collapse" id="navbarNav"><ul class="navbar-nav mr-auto"><li class="nav-item dropdown"><a id="navbarDropdown-Api_Reference" href="#" data-toggle="dropdown" aria-hasPopup  class="nav-link dropdown-toggle">Api Reference</a><ul aria-labelledby="dropdownMenu1" class="dropdown-menu border-0 shadow"><li class="dropdown-submenu"><a id="navbarDropdown-GraphBLAS-sharp" href="#" role="button" data-toggle="dropdown" aria-hasPopup  class="dropdown-item dropdown-toggle">GraphBLAS sharp</a><ul aria-labelledby="dropdownMenu2" class="dropdown-menu border-0 shadow"><li class="nav-item"><a class="dropdown-item" 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option</a></li><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/Api_Reference/GraphBLAS-sharp.Backend/graphblas-fsharp-backend-common-sort-radix.html">graphblas fsharp backend common sort radix</a></li><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/Api_Reference/GraphBLAS-sharp.Backend/graphblas-fsharp-backend-matrix-coo-matrix.html">graphblas fsharp backend matrix coo matrix</a></li><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/Api_Reference/GraphBLAS-sharp.Backend/graphblas-fsharp-backend-matrix-coo-merge.html">graphblas fsharp backend matrix coo merge</a></li><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/Api_Reference/GraphBLAS-sharp.Backend/graphblas-fsharp-backend-matrix-csr-matrix.html">graphblas fsharp backend matrix csr matrix</a></li><li class="nav-item"><a 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1><a name="GraphBLAS-sharp.Backend" href="#GraphBLAS-sharp.Backend" class="anchor">GraphBLAS-sharp.Backend</a></h1><h2><a name="GraphBLAS.FSharp.Backend.Algorithms" href="#GraphBLAS.FSharp.Backend.Algorithms" class="anchor">GraphBLAS.FSharp.Backend.Algorithms</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#BFS" id="BFS">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-algorithms-bfs.html">BFS</a></td><td class="xmldoc"></td></tr></tbody></table><h2><a name="GraphBLAS.FSharp.Backend.Common" href="#GraphBLAS.FSharp.Backend.Common" class="anchor">GraphBLAS.FSharp.Backend.Common</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ClArray" id="ClArray">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-common-clarray.html">ClArray</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Merge" id="Merge">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-common-merge.html">Merge</a></td><td class="xmldoc"></td></tr><tr><td><a href="#PrefixSum" id="PrefixSum">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-common-prefixsum.html">PrefixSum</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Reduce" id="Reduce">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-common-reduce.html">Reduce</a></td><td class="xmldoc"></td></tr></tbody></table><h2><a name="GraphBLAS.FSharp.Backend.Common.Sort" href="#GraphBLAS.FSharp.Backend.Common.Sort" class="anchor">GraphBLAS.FSharp.Backend.Common.Sort</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Radix" id="Radix">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-common-sort-radix.html">Radix</a></td><td class="xmldoc"></td></tr></tbody></table><h2><a name="GraphBLAS.FSharp.Backend.Matrix" href="#GraphBLAS.FSharp.Backend.Matrix" class="anchor">GraphBLAS.FSharp.Backend.Matrix</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Matrix" id="Matrix">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-matrix-matrix.html">Matrix</a></td><td class="xmldoc"></td></tr></tbody></table><h2><a name="GraphBLAS.FSharp.Backend.Matrix.COO" href="#GraphBLAS.FSharp.Backend.Matrix.COO" class="anchor">GraphBLAS.FSharp.Backend.Matrix.COO</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Matrix" id="Matrix">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-matrix-coo-matrix.html">Matrix</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Merge" id="Merge">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-matrix-coo-merge.html">Merge</a></td><td class="xmldoc"></td></tr></tbody></table><h2><a name="GraphBLAS.FSharp.Backend.Matrix.CSR" href="#GraphBLAS.FSharp.Backend.Matrix.CSR" class="anchor">GraphBLAS.FSharp.Backend.Matrix.CSR</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Matrix" id="Matrix">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-matrix-csr-matrix.html">Matrix</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Merge" id="Merge">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-matrix-csr-merge.html">Merge</a></td><td class="xmldoc"></td></tr></tbody></table><h2><a name="GraphBLAS.FSharp.Backend.Matrix.LIL" href="#GraphBLAS.FSharp.Backend.Matrix.LIL" class="anchor">GraphBLAS.FSharp.Backend.Matrix.LIL</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Matrix" id="Matrix">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-matrix-lil-matrix.html">Matrix</a></td><td class="xmldoc"></td></tr></tbody></table><h2><a name="GraphBLAS.FSharp.Backend.Matrix.SpGeMM" href="#GraphBLAS.FSharp.Backend.Matrix.SpGeMM" class="anchor">GraphBLAS.FSharp.Backend.Matrix.SpGeMM</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Expand" id="Expand">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-matrix-spgemm-expand.html">Expand</a></td><td class="xmldoc"></td></tr></tbody></table><h2><a name="GraphBLAS.FSharp.Backend.Objects" href="#GraphBLAS.FSharp.Backend.Objects" class="anchor">GraphBLAS.FSharp.Backend.Objects</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td><a href="#AtLeastOne&lt;&#x27;a, &#x27;b&gt;" id="AtLeastOne&lt;&#x27;a, &#x27;b&gt;">#</a></td><td class="type-name"><a href="graphblas-fsharp-backend-objects-atleastone-2.html">AtLeastOne&lt;&#x27;a, &#x27;b&gt;</a></td><td class="xmldoc"></td></tr><tr><td><a href="#ClMatrix&lt;&#x27;a&gt;" id="ClMatrix&lt;&#x27;a&gt;">#</a></td><td class="type-name"><a href="graphblas-fsharp-backend-objects-clmatrix-1.html">ClMatrix&lt;&#x27;a&gt;</a></td><td class="xmldoc"></td></tr><tr><td><a href="#ClVector&lt;&#x27;a&gt;" id="ClVector&lt;&#x27;a&gt;">#</a></td><td class="type-name"><a href="graphblas-fsharp-backend-objects-clvector-1.html">ClVector&lt;&#x27;a&gt;</a></td><td class="xmldoc"></td></tr><tr><td><a href="#IDeviceMemObject" id="IDeviceMemObject">#</a></td><td class="type-name"><a href="graphblas-fsharp-backend-objects-idevicememobject.html">IDeviceMemObject</a></td><td class="xmldoc"></td></tr><tr><td><a href="#MatrixFormat" id="MatrixFormat">#</a></td><td class="type-name"><a href="graphblas-fsharp-backend-objects-matrixformat.html">MatrixFormat</a></td><td class="xmldoc"></td></tr><tr><td><a href="#VectorFormat" id="VectorFormat">#</a></td><td class="type-name"><a href="graphblas-fsharp-backend-objects-vectorformat.html">VectorFormat</a></td><td class="xmldoc"></td></tr></tbody></table><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ArraysExtensions" id="ArraysExtensions">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-objects-arraysextensions.html">ArraysExtensions</a></td><td class="xmldoc"></td></tr><tr><td><a href="#ClCell" id="ClCell">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-objects-clcell.html">ClCell</a></td><td class="xmldoc"></td></tr><tr><td><a href="#ClContext" id="ClContext">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-objects-clcontext.html">ClContext</a></td><td class="xmldoc"></td></tr><tr><td><a href="#ClMatrix" id="ClMatrix">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-objects-clmatrix.html">ClMatrix</a></td><td class="xmldoc"></td></tr><tr><td><a href="#ClVector" id="ClVector">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-objects-clvector.html">ClVector</a></td><td class="xmldoc"></td></tr></tbody></table><h2><a name="GraphBLAS.FSharp.Backend.Quotes" href="#GraphBLAS.FSharp.Backend.Quotes" class="anchor">GraphBLAS.FSharp.Backend.Quotes</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ArithmeticOperations" id="ArithmeticOperations">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-quotes-arithmeticoperations.html">ArithmeticOperations</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Convert" id="Convert">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-quotes-convert.html">Convert</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Map" id="Map">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-quotes-map.html">Map</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Mask" id="Mask">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-quotes-mask.html">Mask</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Predicates" id="Predicates">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-quotes-predicates.html">Predicates</a></td><td class="xmldoc"></td></tr><tr><td><a href="#PreparePositions" id="PreparePositions">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-quotes-preparepositions.html">PreparePositions</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Search" id="Search">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-quotes-search.html">Search</a></td><td class="xmldoc"></td></tr><tr><td><a href="#SubReduce" id="SubReduce">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-quotes-subreduce.html">SubReduce</a></td><td class="xmldoc"></td></tr><tr><td><a href="#SubSum" id="SubSum">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-quotes-subsum.html">SubSum</a></td><td class="xmldoc"></td></tr></tbody></table><h2><a name="GraphBLAS.FSharp.Backend.Vector" href="#GraphBLAS.FSharp.Backend.Vector" class="anchor">GraphBLAS.FSharp.Backend.Vector</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#SpMV" id="SpMV">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-vector-spmv.html">SpMV</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Vector" id="Vector">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-vector-vector.html">Vector</a></td><td class="xmldoc"></td></tr></tbody></table><h2><a name="GraphBLAS.FSharp.Backend.Vector.Dense" href="#GraphBLAS.FSharp.Backend.Vector.Dense" class="anchor">GraphBLAS.FSharp.Backend.Vector.Dense</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Vector" id="Vector">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-vector-dense-vector.html">Vector</a></td><td class="xmldoc"></td></tr></tbody></table><h2><a name="GraphBLAS.FSharp.Backend.Vector.Sparse" href="#GraphBLAS.FSharp.Backend.Vector.Sparse" class="anchor">GraphBLAS.FSharp.Backend.Vector.Sparse</a></h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Map" id="Map">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-vector-sparse-map.html">Map</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Vector" id="Vector">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-vector-sparse-vector.html">Vector</a></td><td class="xmldoc"></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a 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+<!doctype html>
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data-guid="f72f7dc0-7bae-4d6e-91e7-d38c93c97d28">singleSource(...)</code></td><td class="member-name"><code class="function-or-value">add:Expr&lt;(int option -&gt; int option -&gt; int option)&gt; -&gt; mul:Expr&lt;(&#x27;a option -&gt; int option -&gt; int option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; CSR&lt;&#x27;a&gt; -&gt; int -&gt; ClArray&lt;int option&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Algorithms/BFS.fs#L16-16" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Bitmap</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Common<dl><dt>Parent Module</dt><dd><a href="graphblas-fsharp-backend-common-clarray.html">ClArray</a></dd></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#firstOccurrence(clContext)" id="firstOccurrence(clContext)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="583e278f-74eb-4612-9c4f-c027eff403db">firstOccurrence(clContext)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;?23541&gt; -&gt; ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L271-271" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#firstOccurrence2(clContext)" id="firstOccurrence2(clContext)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="8b249ee2-d466-4c40-9c22-71be516b4f08">firstOccurrence2(clContext)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;?23549&gt; -&gt; ClArray&lt;&#x27;?23549&gt; -&gt; ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L303-303" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#lastOccurrence(clContext)" id="lastOccurrence(clContext)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ad009ad7-949b-4baf-8d05-2b849856f27f">lastOccurrence(clContext)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;?23543&gt; -&gt; ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L276-276" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#lastOccurrence2(clContext)" id="lastOccurrence2(clContext)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="0d864a8e-2483-4afa-bf0e-a037de84657c">lastOccurrence2(clContext)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;b&gt; -&gt; ClArray&lt;&#x27;b&gt; -&gt; ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L306-306" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>ClArray</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Common<dl></dl><div class="xmldoc"></div><h2>Nested types and modules</h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Bitmap" id="Bitmap">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-common-clarray-bitmap.html">Bitmap</a></td><td class="xmldoc"></td></tr></tbody></table><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#assignOption op clContext workGroupSize" id="assignOption op clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="6994b2db-d9a0-46b6-ba7b-41eaa35967af">assignOption op clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a -&gt; &#x27;b option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;b&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L371-371" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#assignOption2 op clContext workGroupSize" id="assignOption2 op clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b5a250b3-584d-4ab8-902e-48e648892a9a">assignOption2 op clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;b&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;c&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L440-440" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#blit clContext workGroupSize" id="blit clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="3f8c6978-f84a-4fe9-ac89-f0a714de4776">blit clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; int -&gt; ClArray&lt;&#x27;a&gt; -&gt; int -&gt; int -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L595-595" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#choose predicate clContext workGroupSize" id="choose predicate clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="669a2d9c-54ae-46cf-84f5-4ca3d1bf5f26">choose predicate clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">predicate:Expr&lt;(&#x27;a -&gt; &#x27;b option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;b&gt; option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L407-407" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#choose2(...)" id="choose2(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="3db62053-3d30-4d3e-8904-85da54e3d4df">choose2(...)</code></td><td class="member-name"><code class="function-or-value">predicate:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;b&gt; -&gt; ClArray&lt;&#x27;c&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L487-487" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#chunkBySize clContext workGroupSize" id="chunkBySize clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a36b00c2-7cbe-4ecf-a4a2-98228e0fa471">chunkBySize clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a&gt; []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L586-586" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Divides the input array into chunks of size at most chunkSize.
+ </p></div></td></tr><tr><td><a href="#concat clContext workGroupSize" id="concat clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="21771bb2-dc82-4262-be45-a29a986a1159">concat clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; seq&lt;ClArray&lt;&#x27;a&gt;&gt; -&gt; ClArray&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L638-638" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#copy clContext workGroupSize" id="copy clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="3326402e-a1a2-4ceb-bb62-3401d01d1e53">copy clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L75-75" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#create clContext workGroupSize" id="create clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="3ae7d595-44c8-4959-bd8e-e857c27fcad5">create clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; &#x27;a -&gt; ClArray&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L39-39" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#exists predicate clContext workGroupSize" id="exists predicate clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="0abe8d74-f206-46fd-84ac-016d140c2f4b">exists predicate clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">predicate:Expr&lt;(&#x27;a -&gt; bool)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClCell&lt;bool&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L342-342" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#fill clContext workGroupSize" id="fill clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="388adc0a-8ec9-460c-9267-ee05fcd90e4b">fill clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClCell&lt;&#x27;a&gt; -&gt; int -&gt; int -&gt; ClArray&lt;&#x27;a&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L662-662" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#init initializer clContext workGroupSize" id="init initializer clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="11182e6b-5594-4f66-bc05-39c40d045801">init initializer clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">initializer:Expr&lt;(int -&gt; &#x27;a)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; ClArray&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L13-13" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#item clContext workGroupSize" id="item clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7cd430e6-e8c4-409e-9469-8849e0dc1f90">item clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; int -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClCell&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L768-768" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#lazyChunkBySize clContext workGroupSize" id="lazyChunkBySize clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="29dec015-f784-4793-b8e3-cc5905693a53">lazyChunkBySize clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; ClArray&lt;&#x27;a&gt; -&gt; seq&lt;Lazy&lt;ClArray&lt;&#x27;a&gt;&gt;&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L559-559" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Lazy divides the input array into chunks of size at most chunkSize.
+ </p><h2 class="h5">Remarks</h2><p class='remarks'>
+ Since calculations are performed lazily, the array should not change.
+ </p></div></td></tr><tr><td><a href="#map op clContext workGroupSize" id="map op clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="312eeeb5-2d37-44d6-aa58-473a662716be">map op clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a -&gt; &#x27;b)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;b&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L135-135" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2 map clContext workGroupSize" id="map2 map clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a4f652e0-ef65-4620-9b79-2cf1db948b1f">map2 map clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">map:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;c)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;b&gt; -&gt; ClArray&lt;&#x27;c&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L222-222" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2InPlace map clContext workGroupSize" id="map2InPlace map clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b487eb3e-adfc-4755-ab85-3983c494bf99">map2InPlace map clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">map:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;c)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;b&gt; -&gt; ClArray&lt;&#x27;c&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L195-195" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#mapWithValue clContext workGroupSize op" id="mapWithValue clContext workGroupSize op">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a3e0f709-fa63-443d-b9aa-8155892633ca">mapWithValue clContext workGroupSize op</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; op:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;c)&gt; -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; &#x27;a -&gt; ClArray&lt;&#x27;b&gt; -&gt; ClArray&lt;&#x27;c&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L163-163" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#pairwise clContext workGroupSize" id="pairwise clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b0c4e396-91e7-4cdb-bc96-1b55215c7a20">pairwise clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a * &#x27;a&gt; option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L696-696" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#removeDuplications(...)" id="removeDuplications(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e0b2c4b7-d83a-4eca-9ea5-c2ce8ded3738">removeDuplications(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L313-313" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#replicate clContext workGroupSize" id="replicate clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7281121d-7f46-45cf-ae03-f67640a4b36b">replicate clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;a&gt; -&gt; int -&gt; ClArray&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L103-103" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#set clContext workGroupSize" id="set clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="42fb6723-8376-4733-bd78-5350a0a703ca">set clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; int -&gt; &#x27;a -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L797-797" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#sub clContext workGroupSize" id="sub clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="30574269-62d1-48cd-9b07-dbc4b040908b">sub clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;a&gt; -&gt; int -&gt; int -&gt; ClArray&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L513-513" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#upperBound(clContext)" id="upperBound(clContext)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="70320ee3-964a-4ab0-bd94-7503e43d947a">upperBound(clContext)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClCell&lt;&#x27;a&gt; -&gt; ClCell&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L765-765" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#upperBoundAndValue(clContext)" id="upperBoundAndValue(clContext)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="4f85c4d3-e1f3-4e3c-9897-765d14e750bf">upperBoundAndValue(clContext)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClCell&lt;&#x27;a&gt; -&gt; ClCell&lt;int * &#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L762-762" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#zeroCreate clContext workGroupSize" id="zeroCreate clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="93c110a0-3701-43f3-9996-d2699bd0dfc1">zeroCreate clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; ClArray&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/ClArray.fs#L68-68" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638198737747694916"></script></body></html>
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+<!doctype html>
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class="function-or-value" data-guid="ecd15ae0-2bd1-4aa6-8239-e7dca9d67349">run clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Merge.fs#L7-7" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>ByKey</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Common<dl><dt>Parent Module</dt><dd><a href="graphblas-fsharp-backend-common-prefixsum.html">PrefixSum</a></dd></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#sequentialExclude(op)" id="sequentialExclude(op)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b4517263-ab54-40fa-bc02-700f2a070859">sequentialExclude(op)</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;?23587 -&gt; &#x27;?23587 -&gt; &#x27;?23587)&gt; -&gt; &#x27;?23587 -&gt; ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; int -&gt; ClArray&lt;&#x27;?23587&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/PrefixSum.fs#L318-318" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Exclude scan by key.
+ </p></div></td></tr><tr><td><a href="#sequentialInclude(op)" id="sequentialInclude(op)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="024b4a0e-772c-466e-8c6f-ebe9c917c290">sequentialInclude(op)</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;c -&gt; &#x27;c -&gt; &#x27;c)&gt; -&gt; &#x27;c -&gt; ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; int -&gt; ClArray&lt;&#x27;c&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/PrefixSum.fs#L331-331" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Include scan by key.
+ </p></div></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638198737747694916"></script></body></html>
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+<!doctype html>
+<html data-reactroot="" lang="en"><head><title>GraphBLAS-sharp docs / PrefixSum-GraphBLAS-sharp</title><meta name="viewport" content="width=device-width, initial-scale=1" /><link href="https://yaccconstructor.github.io/GraphBLAS-sharp/content/toggle-bootstrap.min.css?version=638198737747694916" type="text/css" rel="stylesheet" /><link href="https://yaccconstructor.github.io/GraphBLAS-sharp/content/toggle-bootstrap-dark.min.css?version=638198737747694916" type="text/css" rel="stylesheet" /><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.11.2/css/all.min.css" rel="stylesheet" integrity="sha384-KA6wR/X5RY4zFAHpv/CnoG2UW1uogYfdnP67Uv7eULvTveboZJg0qUpmJZb5VqzN" crossorigin="anonymous" /><link href="https://yaccconstructor.github.io/GraphBLAS-sharp/content/style.css?version=638198737747694916" type="text/css" rel="stylesheet" /></head><body><nav class="navbar navbar-expand-md sticky-top navbar-dark bg-dark"><a class="navbar-brand" 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>PrefixSum</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Common<dl></dl><div class="xmldoc"></div><h2>Nested types and modules</h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ByKey" id="ByKey">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-common-prefixsum-bykey.html">ByKey</a></td><td class="xmldoc"></td></tr></tbody></table><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#runBackwardsExcludeInPlace(plus)" id="runBackwardsExcludeInPlace(plus)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="67fa64f8-c621-4835-b944-e59ab59aac2f">runBackwardsExcludeInPlace(plus)</code></td><td class="member-name"><code class="function-or-value">plus:Expr&lt;(&#x27;?23576 -&gt; &#x27;?23576 -&gt; &#x27;?23576)&gt; -&gt; ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;?23576&gt; -&gt; &#x27;?23576 -&gt; ClCell&lt;&#x27;?23576&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/PrefixSum.fs#L207-207" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#runBackwardsIncludeInPlace(plus)" id="runBackwardsIncludeInPlace(plus)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="adbb2202-b60d-4e4c-ab23-0961ac2c9aa3">runBackwardsIncludeInPlace(plus)</code></td><td class="member-name"><code class="function-or-value">plus:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; &#x27;a -&gt; ClCell&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/PrefixSum.fs#L209-209" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#runExcludeInPlace(plus)" id="runExcludeInPlace(plus)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="313ae401-ff79-4efc-a443-b4b9f6e349ca">runExcludeInPlace(plus)</code></td><td class="member-name"><code class="function-or-value">plus:Expr&lt;(&#x27;b -&gt; &#x27;b -&gt; &#x27;b)&gt; -&gt; ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;b&gt; -&gt; &#x27;b -&gt; ClCell&lt;&#x27;b&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/PrefixSum.fs#L203-203" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#runIncludeInPlace(plus)" id="runIncludeInPlace(plus)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="351c6f32-4a3e-41f5-aa9d-de31535f897f">runIncludeInPlace(plus)</code></td><td class="member-name"><code class="function-or-value">plus:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; &#x27;a -&gt; ClCell&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/PrefixSum.fs#L205-205" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#standardExcludeInPlace(...)" id="standardExcludeInPlace(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="c5ecdd7c-72c4-4954-b13c-8a94b1544a5c">standardExcludeInPlace(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;int&gt; -&gt; ClCell&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/PrefixSum.fs#L229-229" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Exclude inplace prefix sum.
+ </p></div></td></tr><tr><td><a href="#standardIncludeInPlace(...)" id="standardIncludeInPlace(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1a9ef874-ca95-44b9-948c-676b5e36c5d3">standardIncludeInPlace(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;int&gt; -&gt; ClCell&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/PrefixSum.fs#L256-256" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Include inplace prefix sum.
+ </p></div></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638198737747694916"></script></body></html>
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+<!doctype html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Option</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Common<dl><dt>Parent Module</dt><dd><a href="graphblas-fsharp-backend-common-reduce-bykey.html">ByKey</a></dd></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#segmentSequential(...)" id="segmentSequential(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ddcee72a-34df-4976-bacc-db95729d234f">segmentSequential(...)</code></td><td class="member-name"><code class="function-or-value">reduceOp:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; (ClArray&lt;&#x27;a&gt; * ClArray&lt;int&gt;) option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sum.fs#L485-485" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Reduces values by key. Each segment is reduced by one work item.
+ </p><h2 class="h5">Remarks</h2><p class='remarks'>
+ The length of the result must be calculated in advance.
+ </p></div></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638198737747694916"></script></body></html>
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+<!doctype html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>ByKey</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Common<dl><dt>Parent Module</dt><dd><a href="graphblas-fsharp-backend-common-reduce.html">Reduce</a></dd></dl><div class="xmldoc"></br><p class='summary'>
+ Reduction of an array of values by an array of keys.
+ </p></div><h2>Nested types and modules</h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Option" id="Option">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-common-reduce-bykey-option.html">Option</a></td><td class="xmldoc"></td></tr></tbody></table><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#oneWorkGroupSegments(...)" id="oneWorkGroupSegments(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b81a8a52-ad3b-4a50-b733-11177d02938b">oneWorkGroupSegments(...)</code></td><td class="member-name"><code class="function-or-value">reduceOp:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a&gt; * ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sum.fs#L396-396" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Reduces values by key. One work group participates in the reduction.
+ </p><h2 class="h5">Remarks</h2><p class='remarks'>
+ Reduces an array of values that does not exceed the size of the workgroup.
+ The length of the result must be calculated in advance.
+ </p></div></td></tr><tr><td><a href="#segmentSequential(...)" id="segmentSequential(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a15e9bfa-ff03-46ff-b084-6dbcfb223d01">segmentSequential(...)</code></td><td class="member-name"><code class="function-or-value">reduceOp:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a&gt; * ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sum.fs#L329-329" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Reduces values by key. Each segment is reduced by one work item.
+ </p><h2 class="h5">Remarks</h2><p class='remarks'>
+ The length of the result must be calculated in advance.
+ </p></div></td></tr><tr><td><a href="#sequential(...)" id="sequential(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b39f91d0-289f-45ff-88cb-74147c117084">sequential(...)</code></td><td class="member-name"><code class="function-or-value">reduceOp:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a&gt; * ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sum.fs#L270-270" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Reduce an array of values by key using a single work item.
+ </p><h2 class="h5">Remarks</h2><p class='remarks'>
+ The length of the result must be calculated in advance.
+ </p></div></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638198737747694916"></script></body></html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Option</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Common<dl><dt>Parent Module</dt><dd><a href="graphblas-fsharp-backend-common-reduce-bykey2d.html">ByKey2D</a></dd></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#segmentSequential(...)" id="segmentSequential(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="88116710-a578-48c2-99ec-267f48cee238">segmentSequential(...)</code></td><td class="member-name"><code class="function-or-value">reduceOp:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; (ClArray&lt;&#x27;a&gt; * ClArray&lt;int&gt; * ClArray&lt;int&gt;) option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sum.fs#L757-757" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Reduces values by key. Each segment is reduced by one work item.
+ </p><h2 class="h5">Remarks</h2><p class='remarks'>
+ The length of the result must be calculated in advance.
+ </p></div></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638198737747694916"></script></body></html>
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+<!doctype html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>ByKey2D</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Common<dl><dt>Parent Module</dt><dd><a href="graphblas-fsharp-backend-common-reduce.html">Reduce</a></dd></dl><div class="xmldoc"></div><h2>Nested types and modules</h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Option" id="Option">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-common-reduce-bykey2d-option.html">Option</a></td><td class="xmldoc"></td></tr></tbody></table><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#segmentSequential(...)" id="segmentSequential(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="af1d59a2-3599-4571-a3e0-1b3a3e20495c">segmentSequential(...)</code></td><td class="member-name"><code class="function-or-value">reduceOp:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a&gt; * ClArray&lt;int&gt; * ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sum.fs#L681-681" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Reduces values by key. Each segment is reduced by one work item.
+ </p><h2 class="h5">Remarks</h2><p class='remarks'>
+ The length of the result must be calculated in advance.
+ </p></div></td></tr><tr><td><a href="#sequential(...)" id="sequential(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="f4478518-7361-4fbf-949a-1456065495ab">sequential(...)</code></td><td class="member-name"><code class="function-or-value">reduceOp:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a&gt; * ClArray&lt;int&gt; * ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sum.fs#L602-602" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Reduce an array of values by 2D keys using a single work item.
+ </p><h2 class="h5">Remarks</h2><p class='remarks'>
+ The length of the result must be calculated in advance.
+ </p></div></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638198737747694916"></script></body></html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Reduce</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Common<dl></dl><div class="xmldoc"></div><h2>Nested types and modules</h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ByKey" id="ByKey">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-common-reduce-bykey.html">ByKey</a></td><td class="xmldoc"></br><p class='summary'>
+ Reduction of an array of values by an array of keys.
+ </p></td></tr><tr><td><a href="#ByKey2D" id="ByKey2D">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-common-reduce-bykey2d.html">ByKey2D</a></td><td class="xmldoc"></td></tr></tbody></table><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#reduce op clContext workGroupSize" id="reduce op clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7b896e92-0692-4af3-a369-fed111cd7136">reduce op clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClCell&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sum.fs#L245-245" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Reduce an array of values.
+ </p></div></td></tr><tr><td><a href="#sum op zero clContext workGroupSize" id="sum op zero clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1fa4bd8b-4abe-4a7f-97c9-6dd8806f5b9e">sum op zero clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; zero:&#x27;a -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClCell&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sum.fs#L142-142" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Summarize array elements.
+ </p></div></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638198737747694916"></script></body></html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Radix</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Common.Sort<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#count clContext workGroupSize mask" id="count clContext workGroupSize mask">#</a></td><td class="member-name"><code class="function-or-value" data-guid="faa181c0-f27f-4da1-9a8d-71ebf617f13e">count clContext workGroupSize mask</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; mask:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;int&gt; -&gt; ClCell&lt;int&gt; -&gt; ClCell&lt;int&gt; -&gt; ClArray&lt;int&gt; * ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs#L32-32" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#defaultBitCount" id="defaultBitCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="52c6d52f-912d-4192-8871-687c7409e9ee">defaultBitCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs#L12-12" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#keyBitCount" id="keyBitCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a9235259-bdc0-4c8d-8c35-e32a9ec45815">keyBitCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs#L14-14" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#localPrefixSum" id="localPrefixSum">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b615fd83-e301-49bd-b19b-dad3954198cc">localPrefixSum</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; int -&gt; int [] -&gt; unit)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs#L16-16" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#runByKeys(...)" id="runByKeys(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="040e3b77-f1a8-4ac2-83f6-3affb6a340df">runByKeys(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; bitCount:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs#L251-251" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#runByKeysStandard(...)" id="runByKeysStandard(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a2431142-17fd-4595-858f-553a8a0e5591">runByKeysStandard(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;b&gt; -&gt; ClArray&lt;&#x27;b&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs#L330-330" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#runKeysOnly(...)" id="runKeysOnly(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="62601060-be87-49de-8e3a-49e6636b875a">runKeysOnly(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; bitCount:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs#L150-150" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#scatter clContext workGroupSize mask" id="scatter clContext workGroupSize mask">#</a></td><td class="member-name"><code class="function-or-value" data-guid="263a9a5e-3915-4ea6-bb7e-a752dc393de4">scatter clContext workGroupSize mask</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; mask:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;int&gt; -&gt; ClCell&lt;int&gt; -&gt; ClCell&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs#L111-111" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#scatterByKey(...)" id="scatterByKey(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ed089b80-1d5d-4c3d-b9af-c0a7cd8091ef">scatterByKey(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; mask:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClCell&lt;int&gt; -&gt; ClCell&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs#L201-201" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#standardRunKeysOnly(...)" id="standardRunKeysOnly(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="200b6350-88e2-43f2-ab45-4f9bc9dac9d3">standardRunKeysOnly(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs#L198-198" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 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+<!doctype html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Matrix</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Matrix.COO<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#getTuples clContext workGroupSize" id="getTuples clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e42f6d04-363b-4a5c-8293-ffba37bbb0b8">getTuples clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; COO&lt;&#x27;a&gt; -&gt; Tuple&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/COO/Matrix.fs#L29-29" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map" id="map">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ddc3752a-d46c-4eca-ba9d-46a2e5d8e12c">map</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;c option -&gt; &#x27;d option)&gt; -&gt; ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; COO&lt;&#x27;c&gt; -&gt; COO&lt;&#x27;d&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/COO/Matrix.fs#L14-14" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2" id="map2">#</a></td><td class="member-name"><code class="function-or-value" data-guid="16fda1ed-36df-400e-8799-962ae53e03b2">map2</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;d option -&gt; &#x27;e option -&gt; &#x27;f option)&gt; -&gt; ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; COO&lt;&#x27;d&gt; -&gt; COO&lt;&#x27;e&gt; -&gt; COO&lt;&#x27;f&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/COO/Matrix.fs#L16-16" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2AtLeastOne(...)" id="map2AtLeastOne(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="47aae943-36f5-4143-95a3-a94453a09e06">map2AtLeastOne(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; opAdd:Expr&lt;(AtLeastOne&lt;&#x27;a,&#x27;b&gt; -&gt; &#x27;c option)&gt; -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; COO&lt;&#x27;a&gt; -&gt; COO&lt;&#x27;b&gt; -&gt; COO&lt;&#x27;c&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/COO/Matrix.fs#L21-21" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#toCSR clContext workGroupSize" id="toCSR clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="767b7674-5808-4c1e-960e-11fb69c1c454">toCSR clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; COO&lt;&#x27;a&gt; -&gt; CSR&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/COO/Matrix.fs#L88-88" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#toCSRInPlace clContext workGroupSize" id="toCSRInPlace clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="19a65a6c-635f-49e7-b9dd-5c9878b1f8f0">toCSRInPlace clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; COO&lt;&#x27;a&gt; -&gt; CSR&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/COO/Matrix.fs#L112-112" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#transpose clContext workGroupSize" id="transpose clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="3afd24e4-66cf-42c0-9587-d1ac19f29527">transpose clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; COO&lt;&#x27;a&gt; -&gt; COO&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/COO/Matrix.fs#L143-143" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#transposeInPlace clContext workGroupSize" id="transposeInPlace clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1d204aa1-73bd-4cec-b849-9379d3c732fb">transposeInPlace clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; COO&lt;&#x27;a&gt; -&gt; COO&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/COO/Matrix.fs#L128-128" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project 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class="function-or-value" data-guid="16ac602a-cbef-4567-85c0-d96d6871f8d9">run clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; COO&lt;&#x27;a&gt; -&gt; COO&lt;&#x27;b&gt; -&gt; ClArray&lt;int&gt; * ClArray&lt;int&gt; * ClArray&lt;&#x27;a&gt; * ClArray&lt;&#x27;b&gt; * ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/COO/Merge.fs#L8-8" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Matrix</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Matrix.CSR<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#NNZInRows clContext workGroupSize" id="NNZInRows clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="f5fe714d-e501-4a29-96e1-e2fa6f15da33">NNZInRows clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;b&gt; -&gt; ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L317-317" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#byRows clContext workGroupSize" id="byRows clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ec31f766-7279-423c-8d72-660f5d3b9000">byRows clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;a&gt; -&gt; seq&lt;Sparse&lt;&#x27;a&gt; option&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L294-294" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#byRowsLazy clContext workGroupSize" id="byRowsLazy clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ca6bd00a-acfd-4fda-852f-82337e7cdc05">byRowsLazy clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;a&gt; -&gt; seq&lt;Lazy&lt;Sparse&lt;&#x27;a&gt; option&gt;&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L259-259" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#expandRowPointers(...)" id="expandRowPointers(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="5aaa5ab0-9a29-447b-a778-8be2998762bc">expandRowPointers(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;a&gt; -&gt; ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L16-16" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#item clContext workGroupSize" id="item clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="43803f5e-42cf-4e30-9b2f-7cdfb433677e">item clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; int -&gt; int -&gt; CSR&lt;&#x27;a&gt; -&gt; ClCell&lt;&#x27;a option&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L56-56" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#kronecker" id="kronecker">#</a></td><td class="member-name"><code class="function-or-value" data-guid="88d2d419-d022-4752-ac9c-a0513042c24f">kronecker</code></td><td class="member-name"><code class="function-or-value">ClContext -&gt; int -&gt; Expr&lt;(&#x27;d option -&gt; &#x27;e option -&gt; &#x27;f option)&gt; -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;d&gt; -&gt; CSR&lt;&#x27;e&gt; -&gt; COO&lt;&#x27;f&gt; option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L338-338" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map" id="map">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ba585086-f5e4-46a1-baec-8065d460f91c">map</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;c option -&gt; &#x27;d option)&gt; -&gt; ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;c&gt; -&gt; COO&lt;&#x27;d&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L217-217" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2" id="map2">#</a></td><td class="member-name"><code class="function-or-value" data-guid="811d1327-a379-4ec2-a44d-88740927716d">map2</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;d option -&gt; &#x27;e option -&gt; &#x27;f option)&gt; -&gt; ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;d&gt; -&gt; CSR&lt;&#x27;e&gt; -&gt; COO&lt;&#x27;f&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L219-219" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2AtLeastOne(...)" id="map2AtLeastOne(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="083e5917-dade-4d4b-a663-1e157d0aa4e5">map2AtLeastOne(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; opAdd:Expr&lt;(AtLeastOne&lt;&#x27;a,&#x27;b&gt; -&gt; &#x27;c option)&gt; -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;a&gt; -&gt; CSR&lt;&#x27;b&gt; -&gt; COO&lt;&#x27;c&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L221-221" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#subRows clContext workGroupSize" id="subRows clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="f535964d-abda-4820-b467-3dba0b4c89ba">subRows clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; int -&gt; CSR&lt;&#x27;a&gt; -&gt; COO&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L95-95" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#toCOO clContext workGroupSize" id="toCOO clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="46c98940-0b4e-423c-83af-dc06bee786de">toCOO clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;a&gt; -&gt; COO&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L177-177" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#toCOOInPlace clContext workGroupSize" id="toCOOInPlace clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="37d91bb2-1b37-4f64-8002-fc57df3ea99b">toCOOInPlace clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;a&gt; -&gt; COO&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L201-201" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#toLIL clContext workGroupSize" id="toLIL clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="bbf89c73-efb2-4437-bf08-84a9fc620199">toLIL clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;a&gt; -&gt; LIL&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L302-302" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#transpose clContext workGroupSize" id="transpose clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="cb9e74bb-9f54-4827-9b28-d6d0eb56edda">transpose clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;a&gt; -&gt; CSR&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L244-244" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#transposeInPlace clContext workGroupSize" id="transposeInPlace clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="4c8b7554-1936-4a95-a755-19c5191e36ed">transposeInPlace clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;a&gt; -&gt; CSR&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs#L229-229" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a 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+<!doctype html>
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class="function-or-value" data-guid="34261f64-3f04-40bd-a174-779be4f05650">run clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; CSR&lt;&#x27;a&gt; -&gt; CSR&lt;&#x27;b&gt; -&gt; ClArray&lt;int&gt; * ClArray&lt;int&gt; * ClArray&lt;&#x27;a&gt; * ClArray&lt;&#x27;b&gt; * ClArray&lt;int&gt; * ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/CSR/Merge.fs#L10-10" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li 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class="function-or-value" data-guid="b57748fb-983c-48cd-9fc5-75eb1aa5a9ac">toCSR clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; LIL&lt;&#x27;a&gt; -&gt; CSR&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/LIL/Matrix.fs#L9-9" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>SpGeMM</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Matrix<dl><dt>Parent Module</dt><dd><a href="graphblas-fsharp-backend-matrix-matrix.html">Matrix</a></dd></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#expand(...)" id="expand(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="484ab5b9-4c87-4cf1-b873-eaf61b18dea6">expand(...)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;c -&gt; &#x27;c -&gt; &#x27;c option)&gt; -&gt; opMul:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;b&gt; -&gt; COO&lt;&#x27;c&gt; option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L420-420" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#masked(...)" id="masked(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="40b2b152-4a4e-4164-b58d-d7c633efa96e">masked(...)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;c -&gt; &#x27;c -&gt; &#x27;c option)&gt; -&gt; opMul:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;b&gt; -&gt; ClMatrix&lt;&#x27;?22920&gt; -&gt; ClMatrix&lt;&#x27;c&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L405-405" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Matrix</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Matrix<dl></dl><div class="xmldoc"></div><h2>Nested types and modules</h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#SpGeMM" id="SpGeMM">#</a></td><td class="Modules-name"><a href="graphblas-fsharp-backend-matrix-matrix-spgemm.html">SpGeMM</a></td><td class="xmldoc"></td></tr></tbody></table><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#copy clContext workGroupSize" id="copy clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="5ee91f7d-99c9-4086-8342-0b660c143c56">copy clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L13-13" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#kronecker op clContext workGroupSize" id="kronecker op clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="d424b4c2-3b01-4aeb-a88a-43bb227489f2">kronecker op clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;b&gt; -&gt; ClMatrix&lt;&#x27;c&gt; option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L393-393" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map opAdd clContext workGroupSize" id="map opAdd clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b7565859-6122-4782-ac3a-ece36a60af75">map opAdd clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a option -&gt; &#x27;b option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;b&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L258-258" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2 opAdd clContext workGroupSize" id="map2 opAdd clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="85e316d2-f093-4107-beb9-50a72d02c07f">map2 opAdd clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;b&gt; -&gt; ClMatrix&lt;&#x27;c&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L278-278" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2AtLeastOne(...)" id="map2AtLeastOne(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="aca7c3f3-ac1e-4a3f-b23e-070a316bba08">map2AtLeastOne(...)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(AtLeastOne&lt;&#x27;a,&#x27;b&gt; -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;b&gt; -&gt; ClMatrix&lt;&#x27;c&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L302-302" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#toCOO clContext workGroupSize" id="toCOO clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="914c385d-5768-41b0-901c-6166eb939e0c">toCOO clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L116-116" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Creates a new matrix, represented in COO format, that is equal to the given one.
+ </p></div></td></tr><tr><td><a href="#toCOOInPlace clContext workGroupSize" id="toCOOInPlace clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7222aee1-7851-449b-a661-786c2bf1bcb9">toCOOInPlace clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L146-146" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Returns the matrix, represented in COO format, that is equal to the given one.
+ The given matrix should neither be used afterwards nor be disposed.
+ </p></div></td></tr><tr><td><a href="#toCSC clContext workGroupSize" id="toCSC clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e00e0f1a-e095-43aa-8fef-6593d314d159">toCSC clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L171-171" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Creates a new matrix, represented in CSC format, that is equal to the given one.
+ </p></div></td></tr><tr><td><a href="#toCSCInPlace clContext workGroupSize" id="toCSCInPlace clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="aa4902dc-5409-46ab-890c-cf694131ba78">toCSCInPlace clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L207-207" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Returns the matrix, represented in CSC format, that is equal to the given one.
+ The given matrix should neither be used afterwards nor be disposed.
+ </p></div></td></tr><tr><td><a href="#toCSR clContext workGroupSize" id="toCSR clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="841f1203-c623-4e92-adf6-537298695745">toCSR clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L64-64" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Creates a new matrix, represented in CSR format, that is equal to the given one.
+ </p></div></td></tr><tr><td><a href="#toCSRInPlace clContext workGroupSize" id="toCSRInPlace clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="9d5ea611-0fd0-4a5d-99a4-082668d33fd4">toCSRInPlace clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L92-92" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Returns the matrix, represented in CSR format, that is equal to the given one.
+ The given matrix should neither be used afterwards nor be disposed.
+ </p></div></td></tr><tr><td><a href="#toLIL clContext workGroupSize" id="toLIL clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="cf86e824-34c0-45a1-b32d-fc86545afa10">toLIL clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;a&gt; -&gt; ClMatrix&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L231-231" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#transpose clContext workGroupSize" id="transpose clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ba1f07fc-b1a7-4489-89a7-bb929725c747">transpose clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClMatrix&lt;&#x27;?22909&gt; -&gt; ClMatrix&lt;&#x27;?22909&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L362-362" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Transposes the given matrix and returns result as a new matrix.
+ The storage format is not guaranteed to be preserved.
+ </p><h2 class="h5">Remarks</h2><p class='remarks'>
+ The format changes according to the following:
+ * COO -> COO
+ * CSR -> CSC
+ * CSC -> CSR
+ </p></div></td></tr><tr><td><a href="#transposeInPlace clContext workGroupSize" id="transposeInPlace clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a1608430-d294-4041-9cd7-57bbee4e264d">transposeInPlace clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClMatrix&lt;&#x27;?22907&gt; -&gt; ClMatrix&lt;&#x27;?22907&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs#L339-339" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Transposes the given matrix and returns result.
+ The given matrix should neither be used afterwards nor be disposed.
+ The storage format is not guaranteed to be preserved.
+ </p><h2 class="h5">Remarks</h2><p class='remarks'>
+ The format changes according to the following:
+ * COO -> COO
+ * CSR -> CSC
+ * CSC -> CSR
+ </p></div></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638198737747694916"></script></body></html>
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+<!doctype html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Expand</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Matrix.SpGeMM<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#expand clContext workGroupSize" id="expand clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e13e381b-d062-48c1-ac49-bd1ba5c56adf">expand clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; int -&gt; ClArray&lt;int&gt; -&gt; COO&lt;&#x27;a&gt; -&gt; CSR&lt;&#x27;b&gt; -&gt; ClArray&lt;&#x27;a&gt; * ClArray&lt;&#x27;b&gt; * ClArray&lt;int&gt; * ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Expand.fs#L84-84" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#getSegmentPointers(...)" id="getSegmentPointers(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="6ea1f4b9-9278-4bdb-9f8b-15c3aa3e9cf9">getSegmentPointers(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; int * ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Expand.fs#L16-16" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#multiply(...)" id="multiply(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="0c1a18fd-d760-4a33-b975-2dfb54972c82">multiply(...)</code></td><td class="member-name"><code class="function-or-value">predicate:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;b&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; (ClArray&lt;&#x27;c&gt; * ClArray&lt;int&gt; * ClArray&lt;int&gt;) option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Expand.fs#L38-38" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#reduce opAdd clContext workGroupSize" id="reduce opAdd clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="45a63cdd-dbc6-4da9-8652-71a677e41e04">reduce opAdd clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; (ClArray&lt;&#x27;a&gt; * ClArray&lt;int&gt; * ClArray&lt;int&gt;) option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Expand.fs#L207-207" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#run opAdd opMul clContext workGroupSize" id="run opAdd opMul clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="6c5da01d-6731-433c-a87c-dbd3d52b3dd7">run opAdd opMul clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;d -&gt; &#x27;d -&gt; &#x27;d option)&gt; -&gt; opMul:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;d option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; CSR&lt;&#x27;a&gt; -&gt; CSR&lt;&#x27;b&gt; -&gt; COO&lt;&#x27;d&gt; option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Expand.fs#L419-419" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#runCOO(...)" id="runCOO(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="592826d5-d1c0-4768-8b61-39ac8498deee">runCOO(...)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;?22961 -&gt; &#x27;?22961 -&gt; &#x27;?22961 option)&gt; -&gt; opMul:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;?22961 option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;int&gt; -&gt; CSR&lt;&#x27;b&gt; -&gt; COO&lt;&#x27;a&gt; -&gt; int * (ClArray&lt;&#x27;?22961&gt; * ClArray&lt;int&gt; * ClArray&lt;int&gt;) option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Expand.fs#L245-245" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#runManySteps(...)" id="runManySteps(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="16189104-7e31-45f3-9125-0716af922c7c">runManySteps(...)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;?22971 -&gt; &#x27;?22971 -&gt; &#x27;?22971 option)&gt; -&gt; opMul:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;?22971 option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; int -&gt; CSR&lt;&#x27;a&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; CSR&lt;&#x27;b&gt; -&gt; (ClArray&lt;&#x27;?22971&gt; * ClArray&lt;int&gt; * ClArray&lt;int&gt;) list</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Expand.fs#L344-344" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#runOneStep(...)" id="runOneStep(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a5a6a612-f3c5-4daf-b664-aaf9f7105320">runOneStep(...)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;?22965 -&gt; &#x27;?22965 -&gt; &#x27;?22965 option)&gt; -&gt; opMul:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;?22965 option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;a&gt; -&gt; ClArray&lt;int&gt; -&gt; CSR&lt;&#x27;b&gt; -&gt; COO&lt;&#x27;?22965&gt; option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Expand.fs#L308-308" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#sortByColumnsAndRows(...)" id="sortByColumnsAndRows(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="5ea50186-3c34-44c4-834d-d7309810eca9">sortByColumnsAndRows(...)</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; * ClArray&lt;int&gt; * ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Expand.fs#L171-171" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>ArraysExtensions</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Objects<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#DenseVectorFromArray(array, isZero)" id="DenseVectorFromArray(array, isZero)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="2d7d9678-9d12-4b54-8656-c84c2f7fa818">DenseVectorFromArray(array, isZero)</code></td><td class="member-name"><code class="function-or-value">(array:&#x27;a [] * isZero:(&#x27;a -&gt; bool)) -&gt; &#x27;a option []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs#L36-36" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#DenseVectorToString(array)" id="DenseVectorToString(array)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="49d21b9b-6d51-493e-b594-8d4a1402476a">DenseVectorToString(array)</code></td><td class="member-name"><code class="function-or-value">array:&#x27;a [] -&gt; string</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs#L30-30" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Type extensions</h3><table class="table"><thead><tr><th class="fit"></th><th>Type extension</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.Free(q)" id="x.Free(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="82cd500d-d06b-44a0-9ae5-7dbde7bee5fa">x.Free(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs#L15-15" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClArray`1.Free</code></p></td></tr><tr><td><a href="#x.FreeAndWait(q)" id="x.FreeAndWait(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="9ba8c7b4-ec7b-4013-8326-3133db773679">x.FreeAndWait(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs#L7-7" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClArray`1.FreeAndWait</code></p></td></tr><tr><td><a href="#x.Size" id="x.Size">#</a></td><td class="member-name"><code class="function-or-value" data-guid="707e5040-4bc1-4ef2-9ef7-6ee91ba0dff2">x.Size</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs#L23-23" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClArray`1.get_Size</code></p></td></tr><tr><td><a href="#x.Size" id="x.Size">#</a></td><td class="member-name"><code class="function-or-value" data-guid="fcbdeb58-b8cc-425d-b180-3462d3102b9d">x.Size</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs#L23-23" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClArray`1.get_Size</code></p></td></tr><tr><td><a href="#x.Size" id="x.Size">#</a></td><td class="member-name"><code class="function-or-value" data-guid="3ec43bf0-4942-404e-bf6a-112a8c89facb">x.Size</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs#L26-26" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>[]`1.get_Size</code></p></td></tr><tr><td><a href="#x.Size" id="x.Size">#</a></td><td class="member-name"><code class="function-or-value" data-guid="096341aa-7988-4a25-bd74-40abf98441ef">x.Size</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs#L26-26" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>[]`1.get_Size</code></p></td></tr><tr><td><a href="#x.ToDevice(context)" id="x.ToDevice(context)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="05c184ba-7e37-4f72-a1e3-a1725aee2f9f">x.ToDevice(context)</code></td><td class="member-name"><code class="function-or-value">context:ClContext -&gt; ClArray&lt;&#x27;T&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs#L28-28" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>[]`1.ToDevice</code></p></td></tr><tr><td><a href="#x.ToHost(q)" id="x.ToHost(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7c78e23e-3ab4-4e55-8811-bcf7bf1462b8">x.ToHost(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; &#x27;a []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs#L11-11" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClArray`1.ToHost</code></p></td></tr><tr><td><a href="#x.ToHostAndFree(q)" id="x.ToHostAndFree(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="371bfbf3-3416-48be-8a4a-66f488460f76">x.ToHostAndFree(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; &#x27;a []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs#L17-17" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>ClCell</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Objects<dl></dl><div class="xmldoc"></div><h3>Type extensions</h3><table class="table"><thead><tr><th class="fit"></th><th>Type extension</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.Free(processor)" id="x.Free(processor)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ae4d6b16-54f3-4483-b36f-3482405c8b49">x.Free(processor)</code></td><td class="member-name"><code class="function-or-value">processor:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ClCell.fs#L10-10" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClCell`1.Free</code></p></td></tr><tr><td><a href="#x.ToHost(processor)" id="x.ToHost(processor)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="bdcbdef3-2fe3-458b-8d3f-17f0f3b577b4">x.ToHost(processor)</code></td><td class="member-name"><code class="function-or-value">processor:MailboxProcessor&lt;Msg&gt; -&gt; &#x27;a</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ClCell.fs#L7-7" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClCell`1.ToHost</code></p></td></tr><tr><td><a href="#x.ToHostAndFree(processor)" id="x.ToHostAndFree(processor)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="133d66d5-d189-479f-8285-6cadf00fc429">x.ToHostAndFree(processor)</code></td><td class="member-name"><code class="function-or-value">processor:MailboxProcessor&lt;Msg&gt; -&gt; &#x27;a</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ClCell.fs#L13-13" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClCell`1.ToHostAndFree</code></p></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 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class="function-or-value" data-guid="f32f3d99-ce7d-4ff9-9221-c898f808a056">DeviceOnly</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ClContextExtensions.fs#L7-7" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#HostInterop" id="HostInterop">#</a></td><td class="member-name"><code class="function-or-value" data-guid="11bc49fd-157f-43dc-b20e-0a2f9870a3b1">HostInterop</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ClContextExtensions.fs#L8-8" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div 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+<!doctype html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>ClContext</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Objects<dl></dl><div class="xmldoc"></div><h2>Nested types and modules</h2><table class="table"><thead><tr><th class="fit"></th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td><a href="#AllocationFlag" id="AllocationFlag">#</a></td><td class="type-name"><a href="graphblas-fsharp-backend-objects-clcontext-allocationflag.html">AllocationFlag</a></td><td class="xmldoc"></td></tr></tbody></table><h3>Type extensions</h3><table class="table"><thead><tr><th class="fit"></th><th>Type extension</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.CreateClArrayWithSpecificAllocationMode(...)" id="x.CreateClArrayWithSpecificAllocationMode(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7d333063-35b6-42ce-ab3a-276b4738f873">x.CreateClArrayWithSpecificAllocationMode(...)</code></td><td class="member-name"><code class="function-or-value">(mode:AllocationFlag * size:int) -&gt; ClArray&lt;&#x27;b&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ClContextExtensions.fs#L11-11" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClContext.CreateClArrayWithSpecificAllocationMode</code></p></td></tr><tr><td><a href="#x.CreateClArrayWithSpecificAllocationMode(...)" id="x.CreateClArrayWithSpecificAllocationMode(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="c7ca04d0-5f32-4092-9fa8-87cc5b665dd9">x.CreateClArrayWithSpecificAllocationMode(...)</code></td><td class="member-name"><code class="function-or-value">(mode:AllocationFlag * array:&#x27;a []) -&gt; ClArray&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ClContextExtensions.fs#L28-28" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClContext.CreateClArrayWithSpecificAllocationMode</code></p></td></tr><tr><td><a href="#x.MaxMemAllocSize" id="x.MaxMemAllocSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="29b2f1b7-4c65-44df-952a-9e2c7aaa32d1">x.MaxMemAllocSize</code></td><td class="member-name"><code class="function-or-value">int&lt;MeasureProduct&lt;Byte,MeasureOne&gt;&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ClContextExtensions.fs#L45-45" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClContext.get_MaxMemAllocSize</code></p></td></tr><tr><td><a href="#x.MaxMemAllocSize" id="x.MaxMemAllocSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a817c990-c398-443e-b31b-af6443dc9818">x.MaxMemAllocSize</code></td><td class="member-name"><code class="function-or-value">int&lt;MeasureProduct&lt;Byte,MeasureOne&gt;&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/ClContextExtensions.fs#L45-45" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClContext.get_MaxMemAllocSize</code></p></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>ClMatrix&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Objects<br /><span>Attributes: <br />[&lt;RequireQualifiedAccess&gt;]<br /></span></p><div class="xmldoc"></div><h3>Union Cases</h3><table class="table"><thead><tr><th class="fit"></th><th>Union Case</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#COO(COO&lt;&#x27;a&gt;)" id="COO(COO&lt;&#x27;a&gt;)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="68e7d64a-e690-42fe-9828-17d00c624045">COO(COO&lt;&#x27;a&gt;)</code></td><td class="member-name"><code class="function-or-value">COO&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L118-118" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#CSC(CSC&lt;&#x27;a&gt;)" id="CSC(CSC&lt;&#x27;a&gt;)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="5b8d9e0d-41fe-47bc-987f-ac59366780b7">CSC(CSC&lt;&#x27;a&gt;)</code></td><td class="member-name"><code class="function-or-value">CSC&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L119-119" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#CSR(CSR&lt;&#x27;a&gt;)" id="CSR(CSR&lt;&#x27;a&gt;)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="fa43c9e0-5389-4a2f-82ad-91af8340da14">CSR(CSR&lt;&#x27;a&gt;)</code></td><td class="member-name"><code class="function-or-value">CSR&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L117-117" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#LIL(LIL&lt;&#x27;a&gt;)" id="LIL(LIL&lt;&#x27;a&gt;)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="5318b856-42c3-48df-8a9f-15c8d5bb839a">LIL(LIL&lt;&#x27;a&gt;)</code></td><td class="member-name"><code class="function-or-value">LIL&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L120-120" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.ColumnCount" id="x.ColumnCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="0583a13d-29d0-47e0-9e0b-c4ce44a3ad9d">x.ColumnCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L129-129" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_ColumnCount</code></p></td></tr><tr><td><a href="#x.Dispose(q)" id="x.Dispose(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="817f4038-6e18-4d31-a77f-a86bde85f905">x.Dispose(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L136-136" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#x.NNZ" id="x.NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="27f2ece2-4ede-4ac6-98b1-e3c25115b3cf">x.NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L143-143" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_NNZ</code></p></td></tr><tr><td><a href="#x.RowCount" id="x.RowCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="8ad8b6c5-b3e5-41c4-bf4c-12952eef9813">x.RowCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L122-122" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_RowCount</code></p></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a 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+<!doctype html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>COO&lt;&#x27;elem&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Objects<br /><span>Parent Module: <a href="graphblas-fsharp-backend-objects-clmatrix.html">ClMatrix</a></span></p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ColumnCount" id="ColumnCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="17776d04-f42f-45c0-9452-5f472beacb73">ColumnCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L69-69" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Columns" id="Columns">#</a></td><td class="member-name"><code class="function-or-value" data-guid="055a97b3-8c3c-49d6-84ec-76a02596978a">Columns</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L71-71" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Context" id="Context">#</a></td><td class="member-name"><code class="function-or-value" data-guid="c277f955-cd5d-4125-91b8-b7b46e6e00b9">Context</code></td><td class="member-name"><code class="function-or-value">ClContext</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L67-67" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowCount" id="RowCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="2a97380e-7b7e-4bd8-a072-c0d273993ca2">RowCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L68-68" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Rows" id="Rows">#</a></td><td class="member-name"><code class="function-or-value" data-guid="cc2ca0ed-0baf-46e9-92c4-e7f0d8709901">Rows</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L70-70" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Values" id="Values">#</a></td><td class="member-name"><code class="function-or-value" data-guid="813b2cf9-1883-4f58-81f8-015ae0e3c1d0">Values</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L72-72" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.Dispose(q)" id="x.Dispose(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="68ff4b0d-2fc3-4023-b9f3-bd69048bd1f7">x.Dispose(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L81-81" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#x.NNZ" id="x.NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="f3e1866e-bd17-49d7-8a65-78db7ee4558f">x.NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L83-83" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_NNZ</code></p></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>CSC&lt;&#x27;elem&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Objects<br /><span>Parent Module: <a href="graphblas-fsharp-backend-objects-clmatrix.html">ClMatrix</a></span></p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ColumnCount" id="ColumnCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="afc99aea-151d-4f3a-8fbc-8cf9ccbd8304">ColumnCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L42-42" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#ColumnPointers" id="ColumnPointers">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a246db67-faa4-438b-99d3-6469d4331357">ColumnPointers</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L44-44" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Context" id="Context">#</a></td><td class="member-name"><code class="function-or-value" data-guid="6a7f70de-25a9-490e-98b5-07af698841bc">Context</code></td><td class="member-name"><code class="function-or-value">ClContext</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L40-40" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowCount" id="RowCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="cf3ff568-8464-4d4b-849d-26fa13e803b8">RowCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L41-41" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Rows" id="Rows">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1023cfee-fddd-4780-b32c-ead2920a5285">Rows</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L43-43" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Values" id="Values">#</a></td><td class="member-name"><code class="function-or-value" data-guid="d979ee39-2b35-46bd-95fa-a847aafd5393">Values</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L45-45" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.Dispose(q)" id="x.Dispose(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="d2c67c16-60be-4502-ad8c-99d6b473d9c3">x.Dispose(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L54-54" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#x.NNZ" id="x.NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="65fcd742-dd82-4956-8633-dd64355c64a6">x.NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L56-56" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_NNZ</code></p></td></tr><tr><td><a href="#x.ToCSR" id="x.ToCSR">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7f67bacd-b369-46e9-9709-c17ea5751cbb">x.ToCSR</code></td><td class="member-name"><code class="function-or-value">CSR&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L58-58" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_ToCSR</code></p></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Explanations/Background.html">Background</a></li></ul></li><li class="nav-item dropdown"><a id="navbarDropdown-How_Tos" href="#" data-toggle="dropdown" aria-hasPopup  class="nav-link dropdown-toggle">How Tos</a><ul aria-labelledby="dropdownMenu1" class="dropdown-menu border-0 shadow"><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/How_Tos/Doing_A_Thing.html">Doing A Thing</a></li><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/How_Tos/Doing_Another_Thing.html">Doing Another Thing</a></li></ul></li><li class="nav-item dropdown"><a id="navbarDropdown-Tutorials" href="#" data-toggle="dropdown" aria-hasPopup  class="nav-link dropdown-toggle">Tutorials</a><ul aria-labelledby="dropdownMenu1" class="dropdown-menu border-0 shadow"><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>CSR&lt;&#x27;elem&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Objects<br /><span>Parent Module: <a href="graphblas-fsharp-backend-objects-clmatrix.html">ClMatrix</a></span></p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ColumnCount" id="ColumnCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="bff16400-5dd6-4808-964c-8e88ce158fb6">ColumnCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L15-15" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Columns" id="Columns">#</a></td><td class="member-name"><code class="function-or-value" data-guid="94dcb6fe-47fc-42ca-ac36-768dab24fb0e">Columns</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L17-17" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Context" id="Context">#</a></td><td class="member-name"><code class="function-or-value" data-guid="3ff6d9db-ec6e-468b-b893-4304c62997f8">Context</code></td><td class="member-name"><code class="function-or-value">ClContext</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L13-13" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowCount" id="RowCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="63dc77e4-1621-4991-9863-38e68ad62796">RowCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L14-14" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowPointers" id="RowPointers">#</a></td><td class="member-name"><code class="function-or-value" data-guid="0d2862e6-1f6c-4ab5-b1fd-d284a9113ed5">RowPointers</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L16-16" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Values" id="Values">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ab5274ce-78e0-4963-9719-2e2f995d214c">Values</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L18-18" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.Dispose(q)" id="x.Dispose(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="0617458d-90e6-486d-89a3-0c14cdbbc95c">x.Dispose(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L27-27" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#x.NNZ" id="x.NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="37f3a32f-11cd-4acd-aea1-16d303907566">x.NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L29-29" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_NNZ</code></p></td></tr><tr><td><a href="#x.ToCSC" id="x.ToCSC">#</a></td><td class="member-name"><code class="function-or-value" data-guid="311d1ed2-b307-4d09-804a-7406db4a86bc">x.ToCSC</code></td><td class="member-name"><code class="function-or-value">CSC&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L31-31" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_ToCSC</code></p></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>LIL&lt;&#x27;elem&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Objects<br /><span>Parent Module: <a href="graphblas-fsharp-backend-objects-clmatrix.html">ClMatrix</a></span></p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ColumnCount" id="ColumnCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="580eeaee-8ccc-4d20-8fb2-5b82b60cd093">ColumnCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L88-88" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Context" id="Context">#</a></td><td class="member-name"><code class="function-or-value" data-guid="0e17c54c-cee7-4f35-8f69-e1cb3cadb4b8">Context</code></td><td class="member-name"><code class="function-or-value">ClContext</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L86-86" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#NNZ" id="NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="3850ec90-e990-4859-abe6-d5b2be6e35f7">NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L90-90" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowCount" id="RowCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1b2ffef2-c537-4e16-aa58-a92675ac3c47">RowCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L87-87" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Rows" id="Rows">#</a></td><td class="member-name"><code class="function-or-value" data-guid="91e590e9-595f-411b-9e1b-24bf7ec1389d">Rows</code></td><td class="member-name"><code class="function-or-value">Sparse&lt;&#x27;elem&gt; option list</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L89-89" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>Tuple&lt;&#x27;elem&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Objects<br /><span>Parent Module: <a href="graphblas-fsharp-backend-objects-clmatrix.html">ClMatrix</a></span></p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ColumnIndices" id="ColumnIndices">#</a></td><td class="member-name"><code class="function-or-value" data-guid="de1671f9-e967-43e6-af74-100237a3aaa2">ColumnIndices</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L101-101" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Context" id="Context">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ecad1c7f-8aa5-4ff7-a819-95df640718a3">Context</code></td><td class="member-name"><code class="function-or-value">ClContext</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L99-99" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowIndices" id="RowIndices">#</a></td><td class="member-name"><code class="function-or-value" data-guid="60afa245-9a83-42b0-a917-b5f7095c57b8">RowIndices</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L100-100" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Values" id="Values">#</a></td><td class="member-name"><code class="function-or-value" data-guid="854415f9-ccf4-4f7d-9272-80f1a3c09d01">Values</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L102-102" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.Dispose(q)" id="x.Dispose(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="6402044c-f04f-4673-9e3a-8305f9fd4098">x.Dispose(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L111-111" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#x.NNZ" id="x.NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="040908cd-4a96-41d2-ac35-5b9ce041a3c8">x.NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs#L113-113" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_NNZ</code></p></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / 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href="graphblas-fsharp-backend-objects-clmatrix-coo-1.html">COO&lt;&#x27;elem&gt;</a></td><td class="xmldoc"></td></tr><tr><td><a href="#CSC&lt;&#x27;elem&gt;" id="CSC&lt;&#x27;elem&gt;">#</a></td><td class="type-name"><a href="graphblas-fsharp-backend-objects-clmatrix-csc-1.html">CSC&lt;&#x27;elem&gt;</a></td><td class="xmldoc"></td></tr><tr><td><a href="#CSR&lt;&#x27;elem&gt;" id="CSR&lt;&#x27;elem&gt;">#</a></td><td class="type-name"><a href="graphblas-fsharp-backend-objects-clmatrix-csr-1.html">CSR&lt;&#x27;elem&gt;</a></td><td class="xmldoc"></td></tr><tr><td><a href="#LIL&lt;&#x27;elem&gt;" id="LIL&lt;&#x27;elem&gt;">#</a></td><td class="type-name"><a href="graphblas-fsharp-backend-objects-clmatrix-lil-1.html">LIL&lt;&#x27;elem&gt;</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Tuple&lt;&#x27;elem&gt;" id="Tuple&lt;&#x27;elem&gt;">#</a></td><td class="type-name"><a href="graphblas-fsharp-backend-objects-clmatrix-tuple-1.html">Tuple&lt;&#x27;elem&gt;</a></td><td 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>ClVector&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Objects<br /><span>Attributes: <br />[&lt;RequireQualifiedAccess&gt;]<br /></span></p><div class="xmldoc"></div><h3>Union Cases</h3><table class="table"><thead><tr><th class="fit"></th><th>Union Case</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Dense(ClArray&lt;&#x27;a option&gt;)" id="Dense(ClArray&lt;&#x27;a option&gt;)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="0c15a5a5-5625-475c-8db1-fd15ef7fa313">Dense(ClArray&lt;&#x27;a option&gt;)</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;&#x27;a option&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Vector.fs#L30-30" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Sparse(Sparse&lt;&#x27;a&gt;)" id="Sparse(Sparse&lt;&#x27;a&gt;)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="c069d5dc-5d13-4671-af2b-d92430d69d74">Sparse(Sparse&lt;&#x27;a&gt;)</code></td><td class="member-name"><code class="function-or-value">Sparse&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Vector.fs#L29-29" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.Dispose(q)" id="x.Dispose(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="9f63896b-530c-4334-8400-946cbf67774e">x.Dispose(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Vector.fs#L36-36" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#x.Size" id="x.Size">#</a></td><td class="member-name"><code class="function-or-value" data-guid="100e40e1-89d6-409d-80f8-007152e674c3">x.Size</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Vector.fs#L31-31" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_Size</code></p></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>Sparse&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Objects<br /><span>Parent Module: <a href="graphblas-fsharp-backend-objects-clvector.html">ClVector</a></span></p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Context" id="Context">#</a></td><td class="member-name"><code class="function-or-value" data-guid="cbfbab60-8916-4bd9-8fa9-da2f2317cb06">Context</code></td><td class="member-name"><code class="function-or-value">ClContext</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Vector.fs#L12-12" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Indices" id="Indices">#</a></td><td class="member-name"><code class="function-or-value" data-guid="44a4b76d-528a-4626-8787-6da3d9f69a40">Indices</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Vector.fs#L13-13" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Size" id="Size">#</a></td><td class="member-name"><code class="function-or-value" data-guid="21ef4075-e305-4263-a88c-fc59e4c41676">Size</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Vector.fs#L15-15" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Values" id="Values">#</a></td><td class="member-name"><code class="function-or-value" data-guid="eaa9dd6b-c9f5-4be3-b32c-51e68c0a8853">Values</code></td><td class="member-name"><code class="function-or-value">ClArray&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Vector.fs#L14-14" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.Dispose(q)" id="x.Dispose(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="58c63328-9155-44c7-ae76-071b09d5ecb1">x.Dispose(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Vector.fs#L23-23" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#x.NNZ" id="x.NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="8d9e77a2-e06c-4646-bdb6-1164418c54b0">x.NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Vector.fs#L25-25" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_NNZ</code></p></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li 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version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>IDeviceMemObject</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Objects</p><div class="xmldoc"></div><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.Dispose(arg1)" id="x.Dispose(arg1)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="92e9d765-9f8c-42cd-97af-493c2682e408">x.Dispose(arg1)</code></td><td class="member-name"><code class="function-or-value">MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Objects/Common.fs#L6-6" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>ArithmeticOperations</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Quotes<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#addLeftConst zero constant" id="addLeftConst zero constant">#</a></td><td class="member-name"><code class="function-or-value" data-guid="37a595a6-a494-40eb-8806-d168f7acb8d8">addLeftConst zero constant</code></td><td class="member-name"><code class="function-or-value">zero:^?23757 -&gt; constant:^?23758 -&gt; Expr&lt;(^?23757 option -&gt; ^?23757 option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L97-97" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#addRightConst zero constant" id="addRightConst zero constant">#</a></td><td class="member-name"><code class="function-or-value" data-guid="bf6f577b-b361-4e17-b229-670dea5ee888">addRightConst zero constant</code></td><td class="member-name"><code class="function-or-value">zero:^?23761 -&gt; constant:^?23762 -&gt; Expr&lt;(^?23761 option -&gt; ^?23761 option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L100-100" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#boolAdd" id="boolAdd">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1872b501-c25d-4478-9576-81318bb76cc4">boolAdd</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(bool -&gt; bool -&gt; bool option)&gt; * (bool -&gt; bool -&gt; bool option)</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L205-205" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#boolMul" id="boolMul">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b8467e0b-20aa-4482-b851-6aebe78e3014">boolMul</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(bool -&gt; bool -&gt; bool option)&gt; * (bool -&gt; bool -&gt; bool option)</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L214-214" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#boolMulAtLeastOne" id="boolMulAtLeastOne">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ea8bd290-7201-4e6a-b0a7-56ddb462bd0c">boolMulAtLeastOne</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(AtLeastOne&lt;bool,bool&gt; -&gt; bool option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L161-161" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#boolMulOption" id="boolMulOption">#</a></td><td class="member-name"><code class="function-or-value" data-guid="5a83b027-8ffc-4031-92f2-e038b120021c">boolMulOption</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(bool option -&gt; bool option -&gt; bool option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L141-141" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#boolSumAtLeastOne" id="boolSumAtLeastOne">#</a></td><td class="member-name"><code class="function-or-value" data-guid="8a2276c1-dc4a-4607-b736-666ef3b918ea">boolSumAtLeastOne</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(AtLeastOne&lt;bool,bool&gt; -&gt; bool option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L107-107" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#boolSumOption" id="boolSumOption">#</a></td><td class="member-name"><code class="function-or-value" data-guid="4bc8f66a-0336-481e-9b8a-752f459991fe">boolSumOption</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(bool option -&gt; bool option -&gt; bool option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L87-87" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#byteMulAtLeastOne" id="byteMulAtLeastOne">#</a></td><td class="member-name"><code class="function-or-value" data-guid="4c2af71b-7292-4898-aec9-c4f31a9b676e">byteMulAtLeastOne</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(AtLeastOne&lt;byte,byte&gt; -&gt; byte option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L172-172" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#byteMulOption" id="byteMulOption">#</a></td><td class="member-name"><code class="function-or-value" data-guid="02724c04-08a0-47d1-b0ec-69b7c75f6056">byteMulOption</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(byte option -&gt; byte option -&gt; byte option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L115-115" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#byteSumAtLeastOne" id="byteSumAtLeastOne">#</a></td><td class="member-name"><code class="function-or-value" data-guid="91fa534e-c9ea-462f-899e-cf75bd975d7b">byteSumAtLeastOne</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(AtLeastOne&lt;byte,byte&gt; -&gt; byte option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L111-111" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#byteSumOption" id="byteSumOption">#</a></td><td class="member-name"><code class="function-or-value" data-guid="d8e37952-02fe-423f-9169-bc35066658e5">byteSumOption</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(byte option -&gt; byte option -&gt; byte option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L59-59" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#createPair zero op opQ" id="createPair zero op opQ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="091342c6-2e08-416c-9c37-0733752964b5">createPair zero op opQ</code></td><td class="member-name"><code class="function-or-value">zero:&#x27;?23802 -&gt; op:(&#x27;?23804 -&gt; &#x27;?23805 -&gt; &#x27;?23802) -&gt; opQ:Expr&lt;(&#x27;?23806 -&gt; &#x27;?23806 -&gt; &#x27;?23802)&gt; -&gt; Expr&lt;(&#x27;?23806 -&gt; &#x27;?23806 -&gt; &#x27;?23802 option)&gt; * (&#x27;?23804 -&gt; &#x27;?23805 -&gt; &#x27;?23802 option)</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L200-200" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#float32Add" id="float32Add">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7f3c8e5d-6565-4a48-a4a0-4ff772cf2d48">float32Add</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(float32 -&gt; float32 -&gt; float32 option)&gt; * (float32 -&gt; float32 -&gt; float32 option)</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L209-209" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#float32Mul" id="float32Mul">#</a></td><td class="member-name"><code class="function-or-value" data-guid="08f82b73-ef71-475a-a000-c453deb2ac12">float32Mul</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(float32 -&gt; float32 -&gt; float32 option)&gt; * (float32 -&gt; float32 -&gt; float32 option)</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L218-218" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#float32MulAtLeastOne" id="float32MulAtLeastOne">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1e94a5ad-2949-4ecb-a74a-6dadbdcd3084">float32MulAtLeastOne</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(AtLeastOne&lt;float32,float32&gt; -&gt; float32 option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L174-174" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#float32MulOption" id="float32MulOption">#</a></td><td class="member-name"><code class="function-or-value" data-guid="d0d8b4cf-4e82-4128-970e-4aef7ee2e30c">float32MulOption</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(float32 option -&gt; float32 option -&gt; float32 option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L159-159" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#float32SumAtLeastOne" id="float32SumAtLeastOne">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e4997d40-4af5-4dfc-b72c-0595438d77ec">float32SumAtLeastOne</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(AtLeastOne&lt;float32,float32&gt; -&gt; float32 option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L113-113" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#float32SumOption" id="float32SumOption">#</a></td><td class="member-name"><code class="function-or-value" data-guid="fb13bbfc-fbaf-4431-9fb5-ef29b7b73587">float32SumOption</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(float32 option -&gt; float32 option -&gt; float32 option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L105-105" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#floatAdd" id="floatAdd">#</a></td><td class="member-name"><code class="function-or-value" data-guid="baedee05-21b5-4d0d-b392-ae864770ee02">floatAdd</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(float -&gt; float -&gt; float option)&gt; * (float -&gt; float -&gt; float option)</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L207-207" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#floatMul" id="floatMul">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7e304dce-61fa-44a7-9e87-ea791b90fd1b">floatMul</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(float -&gt; float -&gt; float option)&gt; * (float -&gt; float -&gt; float option)</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L216-216" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#floatMulAtLeastOne" id="floatMulAtLeastOne">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e98a557d-e3e3-47d3-b044-672bfc93cf8f">floatMulAtLeastOne</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(AtLeastOne&lt;float,float&gt; -&gt; float option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L173-173" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#floatMulOption" id="floatMulOption">#</a></td><td class="member-name"><code class="function-or-value" data-guid="0dbdc37a-02ad-4352-8a9f-e426749cf956">floatMulOption</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(float option -&gt; float option -&gt; float option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L158-158" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#floatSumAtLeastOne" id="floatSumAtLeastOne">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e5a5e76a-50b2-4607-a357-04460976d3e5">floatSumAtLeastOne</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(AtLeastOne&lt;float,float&gt; -&gt; float option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L112-112" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#floatSumOption" id="floatSumOption">#</a></td><td class="member-name"><code class="function-or-value" data-guid="bc55f29d-f242-4d2c-843d-2e7fa25c75d6">floatSumOption</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(float option -&gt; float option -&gt; float option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L104-104" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#intAdd" id="intAdd">#</a></td><td class="member-name"><code class="function-or-value" data-guid="2f7b07d5-774e-4898-94cb-fdea305cb41c">intAdd</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; int -&gt; int option)&gt; * (int -&gt; int -&gt; int option)</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L203-203" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#intMul" id="intMul">#</a></td><td class="member-name"><code class="function-or-value" data-guid="89b8da2e-e3b1-4d02-b908-4238ef6147dc">intMul</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; int -&gt; int option)&gt; * (int -&gt; int -&gt; int option)</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L212-212" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#intMulAtLeastOne" id="intMulAtLeastOne">#</a></td><td class="member-name"><code class="function-or-value" data-guid="3916e8c5-89a7-438a-9708-7c344fee4c5d">intMulAtLeastOne</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(AtLeastOne&lt;int,int&gt; -&gt; int option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L171-171" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#intMulOption" id="intMulOption">#</a></td><td class="member-name"><code class="function-or-value" data-guid="412b470d-994a-40e7-b6a1-e48d20cc8647">intMulOption</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int option -&gt; int option -&gt; int option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L157-157" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#intSumAtLeastOne" id="intSumAtLeastOne">#</a></td><td class="member-name"><code class="function-or-value" data-guid="33406c01-11e6-4fd9-b67f-82f143b54321">intSumAtLeastOne</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(AtLeastOne&lt;int,int&gt; -&gt; int option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L110-110" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#intSumOption" id="intSumOption">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1f8e06cd-133f-4653-9b8f-6de32afc6f09">intSumOption</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int option -&gt; int option -&gt; int option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L103-103" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#mkNumericMul(zero)" id="mkNumericMul(zero)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a9432317-7fb9-447f-899e-6dcc87fb2539">mkNumericMul(zero)</code></td><td class="member-name"><code class="function-or-value">zero:&#x27;?23747 -&gt; Expr&lt;(^t option -&gt; ^t option -&gt; &#x27;?23747 option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L39-39" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#mkNumericMulAtLeastOne(zero)" id="mkNumericMulAtLeastOne(zero)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="72910c04-2f43-49af-8605-9b5637782b1b">mkNumericMulAtLeastOne(zero)</code></td><td class="member-name"><code class="function-or-value">zero:&#x27;?23750 -&gt; Expr&lt;(AtLeastOne&lt;^t,^t&gt; -&gt; &#x27;?23750 option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L49-49" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#mkNumericSum(zero)" id="mkNumericSum(zero)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="aaf811a8-7fc9-4003-a03d-9f73854423c0">mkNumericSum(zero)</code></td><td class="member-name"><code class="function-or-value">zero:^t -&gt; Expr&lt;(^t option -&gt; ^t option -&gt; ^t option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L16-16" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#mkNumericSumAtLeastOne(zero)" id="mkNumericSumAtLeastOne(zero)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="110ff85b-064f-48f3-89ce-555bdd7870f2">mkNumericSumAtLeastOne(zero)</code></td><td class="member-name"><code class="function-or-value">zero:^t -&gt; Expr&lt;(AtLeastOne&lt;^t,^t&gt; -&gt; ^t option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L28-28" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#mkUnaryOp zero unaryOp" id="mkUnaryOp zero unaryOp">#</a></td><td class="member-name"><code class="function-or-value" data-guid="15e2a436-fd1c-450e-8b1b-d497a4b5b39c">mkUnaryOp zero unaryOp</code></td><td class="member-name"><code class="function-or-value">zero:&#x27;?23741 -&gt; unaryOp:Expr&lt;(&#x27;?23741 -&gt; &#x27;?23741)&gt; -&gt; Expr&lt;(&#x27;?23741 option -&gt; &#x27;?23741 option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L6-6" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#mulLeftConst zero constant" id="mulLeftConst zero constant">#</a></td><td class="member-name"><code class="function-or-value" data-guid="2f312c66-a1d0-4f5f-bbed-abb10c8c2b3c">mulLeftConst zero constant</code></td><td class="member-name"><code class="function-or-value">zero:^?23777 -&gt; constant:^?23778 -&gt; Expr&lt;(^?23777 option -&gt; ^?23777 option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L151-151" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#mulRightConst zero constant" id="mulRightConst zero constant">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b7e6488f-0f3f-483f-8a2d-263bd819ec4f">mulRightConst zero constant</code></td><td class="member-name"><code class="function-or-value">zero:^?23781 -&gt; constant:^?23782 -&gt; Expr&lt;(^?23781 option -&gt; ^?23781 option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L154-154" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#notOption" id="notOption">#</a></td><td class="member-name"><code class="function-or-value" data-guid="31380f7a-4768-47e7-928b-3838c602ec53">notOption</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(bool option -&gt; bool option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs#L176-176" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a 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class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Convert</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Quotes<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#assignComplementedToOption(op)" id="assignComplementedToOption(op)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="78ecc044-e18a-4a98-a3f8-4b43d654daa3">assignComplementedToOption(op)</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a option -&gt; &#x27;a option -&gt; &#x27;a option)&gt; -&gt; Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;a -&gt; &#x27;a option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Convert.fs#L21-21" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#assignToOption(op)" id="assignToOption(op)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="33dcdf04-f81a-43b5-a3d9-721a8982cc5a">assignToOption(op)</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a option -&gt; &#x27;a option -&gt; &#x27;a option)&gt; -&gt; Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;a -&gt; &#x27;a option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Convert.fs#L15-15" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#atLeastOneToOption(op)" id="atLeastOneToOption(op)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1d33df8a-5288-432b-8fa5-0e5a3275c4a6">atLeastOneToOption(op)</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(AtLeastOne&lt;&#x27;a,&#x27;b&gt; -&gt; &#x27;d option)&gt; -&gt; Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;d option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Convert.fs#L7-7" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2ToMapLeftNone(op)" id="map2ToMapLeftNone(op)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="23f1ed75-d23b-4251-a687-4b0c94cc0e1e">map2ToMapLeftNone(op)</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;c option)&gt; -&gt; Expr&lt;(&#x27;b option -&gt; &#x27;c option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Convert.fs#L27-27" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2ToMapRightNone(op)" id="map2ToMapRightNone(op)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="4a4255bd-af62-46f7-a71c-1923d456249f">map2ToMapRightNone(op)</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;c option)&gt; -&gt; Expr&lt;(&#x27;a option -&gt; &#x27;c option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Convert.fs#L30-30" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2ToNoneNone(op)" id="map2ToNoneNone(op)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="0dc7161b-da0c-49cc-936e-4efa403d01a3">map2ToNoneNone(op)</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;c option)&gt; -&gt; Expr&lt;&#x27;c option&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Convert.fs#L33-33" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Map</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Quotes<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#choose2Bitmap(map)" id="choose2Bitmap(map)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="3821d1bc-42c6-4919-adfb-14f20ff05e45">choose2Bitmap(map)</code></td><td class="member-name"><code class="function-or-value">map:Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; &#x27;c option)&gt; -&gt; Expr&lt;(&#x27;a -&gt; &#x27;b -&gt; int)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Map.fs#L25-25" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#chooseBitmap(map)" id="chooseBitmap(map)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a6269df4-b8f6-4077-ab93-cb4682da11e1">chooseBitmap(map)</code></td><td class="member-name"><code class="function-or-value">map:Expr&lt;(&#x27;a -&gt; &#x27;b option)&gt; -&gt; Expr&lt;(&#x27;a -&gt; int)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Map.fs#L19-19" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#fst()" id="fst()">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ed34a523-2ba0-45cd-9706-0324ab5a334f">fst()</code></td><td class="member-name"><code class="function-or-value">unit -&gt; Expr&lt;(&#x27;b -&gt; &#x27;c -&gt; &#x27;b)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Map.fs#L35-35" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#id" id="id">#</a></td><td class="member-name"><code class="function-or-value" data-guid="13c89636-3437-41ed-a29e-d53588ef1b51">id</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;a -&gt; &#x27;a)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Map.fs#L17-17" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#inc" id="inc">#</a></td><td class="member-name"><code class="function-or-value" data-guid="06b60e99-4ab6-4e07-8c6c-d733d45f5433">inc</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; int)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Map.fs#L31-31" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#option onSome onNone" id="option onSome onNone">#</a></td><td class="member-name"><code class="function-or-value" data-guid="9cb088d0-b6fe-45ec-9f6b-d349b5d77d38">option onSome onNone</code></td><td class="member-name"><code class="function-or-value">onSome:&#x27;b -&gt; onNone:&#x27;b -&gt; Expr&lt;(&#x27;c option -&gt; &#x27;b)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Map.fs#L12-12" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#optionToValueOrZero(zero)" id="optionToValueOrZero(zero)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="76bf3e15-0f9f-449d-ab72-88a6a68964d3">optionToValueOrZero(zero)</code></td><td class="member-name"><code class="function-or-value">zero:&#x27;a -&gt; Expr&lt;(&#x27;a option -&gt; &#x27;a)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Map.fs#L6-6" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#snd()" id="snd()">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ee2f54b6-8745-4f51-8740-a0b92796ef79">snd()</code></td><td class="member-name"><code class="function-or-value">unit -&gt; Expr&lt;(&#x27;b -&gt; &#x27;c -&gt; &#x27;c)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Map.fs#L37-37" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#subtraction" id="subtraction">#</a></td><td class="member-name"><code class="function-or-value" data-guid="cbaf1641-3160-4d68-bcd0-ec43ee95136e">subtraction</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; int -&gt; int)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Map.fs#L33-33" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Mask</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Quotes<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#assign" id="assign">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7ca8b503-a549-4fd1-95f0-7da9723bc40a">assign</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;a option -&gt; &#x27;a option -&gt; &#x27;a option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Mask.fs#L4-4" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#complementedOp" id="complementedOp">#</a></td><td class="member-name"><code class="function-or-value" data-guid="701b59ce-1321-4e9e-ab87-2b4c749e613e">complementedOp</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;a option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Mask.fs#L16-16" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#op" id="op">#</a></td><td class="member-name"><code class="function-or-value" data-guid="987f77d5-0782-4e18-8ea8-f9d9ac73af1c">op</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;a option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Mask.fs#L10-10" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" 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+<!doctype html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Predicates</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Quotes<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#firstOccurrence()" id="firstOccurrence()">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b5d76f23-7b97-42dc-8e79-4974cd97cf80">firstOccurrence()</code></td><td class="member-name"><code class="function-or-value">unit -&gt; Expr&lt;(int -&gt; int -&gt; ClArray&lt;&#x27;a&gt; -&gt; bool)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Predicates.fs#L17-17" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#isSome" id="isSome">#</a></td><td class="member-name"><code class="function-or-value" data-guid="30a8f309-3a1f-4aa0-b2ab-f72367cfee38">isSome</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;a option -&gt; bool)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Predicates.fs#L6-6" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#lastOccurrence()" id="lastOccurrence()">#</a></td><td class="member-name"><code class="function-or-value" data-guid="4ad1ce23-223a-4c66-826b-f07a80e73db2">lastOccurrence()</code></td><td class="member-name"><code class="function-or-value">unit -&gt; Expr&lt;(int -&gt; int -&gt; ClArray&lt;&#x27;a&gt; -&gt; bool)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Predicates.fs#L12-12" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a 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data-guid="247becc3-0c16-44b2-a69e-ad937da6d7b6">both</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; &#x27;c option -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;c&gt; -&gt; unit)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/PreparePositions.fs#L6-6" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#getUniqueBitmapLocal" id="getUniqueBitmapLocal">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b82eb5ea-bdc4-43c5-b21e-c0071c0b6d42">getUniqueBitmapLocal</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;a [] -&gt; int -&gt; int -&gt; int [] -&gt; unit)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/PreparePositions.fs#L31-31" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#leftRight" id="leftRight">#</a></td><td class="member-name"><code class="function-or-value" data-guid="fe885c39-7555-4fd4-a348-965a28acf1d6">leftRight</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; &#x27;c option -&gt; &#x27;c option -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;c&gt; -&gt; ClArray&lt;int&gt; -&gt; unit)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/PreparePositions.fs#L16-16" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Bin</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Quotes<dl><dt>Parent Module</dt><dd><a href="graphblas-fsharp-backend-quotes-search.html">Search</a></dd></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#byKey" id="byKey">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ac6cb874-069f-4ddc-8ae6-0f981bfec399">byKey</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; int -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; &#x27;a option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Search.fs#L44-44" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Searches value in array by key.
+ In case there is a value at the given key position, it is returned.
+ </p></div></td></tr><tr><td><a href="#byKey2D" id="byKey2D">#</a></td><td class="member-name"><code class="function-or-value" data-guid="701c1721-40ed-47ab-b059-d9b3ab60597d">byKey2D</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; uint64 -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; &#x27;a option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Search.fs#L71-71" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Searches value in array by two keys.
+ In case there is a value at the given keys position, it is returned.
+ </p></div></td></tr><tr><td><a href="#inRange" id="inRange">#</a></td><td class="member-name"><code class="function-or-value" data-guid="6f6fc62a-5d4b-42d4-a92d-0411729c8978">inRange</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; int -&gt; int -&gt; ClArray&lt;int&gt; -&gt; ClArray&lt;&#x27;a&gt; -&gt; &#x27;a option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Search.fs#L16-16" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Searches a section of the array of indices, bounded by the given left and right edges, for an index, using a binary search algorithm.
+ In case searched section contains source index, the value at the same position in the array of values is returned.
+ </p><h2 class="h5">Remarks</h2><p class='remarks'>
+ Searched section of index array should be sorted in ascending order.
+ The index array should have the same length as the array of values.
+ left edge and right edge should be less than the length of the index array.
+ </p></div></td></tr><tr><td><a href="#lowerBound" id="lowerBound">#</a></td><td class="member-name"><code class="function-or-value" data-guid="c286bc29-a832-47c9-9097-00bc32d9860b">lowerBound</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; &#x27;a -&gt; ClArray&lt;&#x27;a&gt; -&gt; int)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Search.fs#L140-140" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ lowerBound is a version of binary search: it attempts to find the element value in an ordered range [first, last).
+ Specifically, it returns the last position where value could be inserted without violating the ordering.
+ </p></div></td></tr><tr><td><a href="#lowerBoundAndValue" id="lowerBoundAndValue">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e8983a4a-3a32-42dd-8210-d847cf70dd9a">lowerBoundAndValue</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; &#x27;a -&gt; ClArray&lt;&#x27;a&gt; -&gt; int * &#x27;a)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Search.fs#L164-164" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#lowerPosition" id="lowerPosition">#</a></td><td class="member-name"><code class="function-or-value" data-guid="5958548c-aadc-4c3b-ab2b-9e8385b3c404">lowerPosition</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; &#x27;a -&gt; &#x27;a [] -&gt; int option)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/Search.fs#L100-100" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><div class="comment-block"></br><p class='summary'>
+ Find lower position of item in array.
+ </p></div></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638198737747694916"></script></body></html>
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diff --git a/docs/Api_Reference/GraphBLAS-sharp.Backend/graphblas-fsharp-backend-quotes-search.html b/docs/Api_Reference/GraphBLAS-sharp.Backend/graphblas-fsharp-backend-quotes-search.html
new file mode 100644
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+++ b/docs/Api_Reference/GraphBLAS-sharp.Backend/graphblas-fsharp-backend-quotes-search.html
@@ -0,0 +1,2 @@
+<!doctype html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>SubReduce</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Quotes<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#run(opAdd)" id="run(opAdd)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="0f69b513-e73e-4dcb-ac01-a7810008e553">run(opAdd)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; Expr&lt;(int -&gt; int -&gt; int -&gt; int -&gt; &#x27;a [] -&gt; unit)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/SubReduce.fs#L6-6" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>SubSum</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Quotes<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#downSweep(opAdd)" id="downSweep(opAdd)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b5544552-f074-486b-8a10-985287916d8e">downSweep(opAdd)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; Expr&lt;(int -&gt; int -&gt; &#x27;a [] -&gt; unit)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/SubSum.fs#L38-38" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#localIntPrefixSum" id="localIntPrefixSum">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b83a439c-5f98-4e05-9b5a-0dacaf5b734e">localIntPrefixSum</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(int -&gt; int -&gt; int [] -&gt; unit)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/SubSum.fs#L75-75" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#localPrefixSum(opAdd)" id="localPrefixSum(opAdd)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="82381372-2339-4d7f-8421-b61ac48477fc">localPrefixSum(opAdd)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; Expr&lt;(int -&gt; int -&gt; &#x27;a [] -&gt; unit)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/SubSum.fs#L59-59" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#sequentialSum" id="sequentialSum">#</a></td><td class="member-name"><code class="function-or-value" data-guid="16bb7ba3-caca-4e24-8315-4153daad912a">sequentialSum</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; Expr&lt;(int -&gt; int -&gt; &#x27;a [] -&gt; unit)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/SubSum.fs#L34-34" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#upSweep" id="upSweep">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e4d88777-f329-42f3-b4b7-1d1eb38cba5b">upSweep</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; Expr&lt;(int -&gt; int -&gt; &#x27;a [] -&gt; unit)&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Quotes/SubSum.fs#L36-36" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Vector</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Vector.Dense<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#assignByMask(...)" id="assignByMask(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="dfef5f16-d4f9-41d9-86a1-ea8b4c63d74a">assignByMask(...)</code></td><td class="member-name"><code class="function-or-value">maskOp:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;a -&gt; &#x27;a option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;a option&gt; -&gt; ClArray&lt;&#x27;b option&gt; -&gt; ClCell&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a option&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Dense/Vector.fs#L73-73" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#assignByMaskInPlace(...)" id="assignByMaskInPlace(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="49fb1866-58cf-4c0a-9abb-d7bb0354e77d">assignByMaskInPlace(...)</code></td><td class="member-name"><code class="function-or-value">maskOp:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;a -&gt; &#x27;a option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a option&gt; -&gt; ClArray&lt;&#x27;b option&gt; -&gt; ClCell&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a option&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Dense/Vector.fs#L43-43" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2 opAdd clContext workGroupSize" id="map2 opAdd clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e571b57e-48cf-403e-855a-e137041b1442">map2 opAdd clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;a option&gt; -&gt; ClArray&lt;&#x27;b option&gt; -&gt; ClArray&lt;&#x27;c option&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Dense/Vector.fs#L26-26" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2AtLeastOne(...)" id="map2AtLeastOne(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="5c8e0501-6381-4460-8dfb-555ee225dc1e">map2AtLeastOne(...)</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(AtLeastOne&lt;&#x27;d,&#x27;e&gt; -&gt; &#x27;f option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;d option&gt; -&gt; ClArray&lt;&#x27;e option&gt; -&gt; ClArray&lt;&#x27;f option&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Dense/Vector.fs#L40-40" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2InPlace(...)" id="map2InPlace(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="421886ff-b0c0-41d7-b6e9-eeb845fb946c">map2InPlace(...)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a option&gt; -&gt; ClArray&lt;&#x27;b option&gt; -&gt; ClArray&lt;&#x27;c option&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Dense/Vector.fs#L12-12" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#reduce opAdd clContext workGroupSize" id="reduce opAdd clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b72a3364-e8e3-4b59-b400-f396dd856080">reduce opAdd clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClArray&lt;&#x27;a option&gt; -&gt; ClCell&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Dense/Vector.fs#L146-146" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#toSparse clContext workGroupSize" id="toSparse clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="6e899f6c-9ba1-4d7f-851f-215939e0b372">toSparse clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClArray&lt;&#x27;a option&gt; -&gt; Sparse&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Dense/Vector.fs#L90-90" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>WithValueOption</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Vector.Sparse<dl><dt>Parent Module</dt><dd><a href="graphblas-fsharp-backend-vector-sparse-map.html">Map</a></dd></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#preparePositions(...)" id="preparePositions(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="bf2974a1-7b96-4e01-b145-7c5d71d3dac0">preparePositions(...)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClCell&lt;&#x27;a option&gt; -&gt; Sparse&lt;&#x27;b&gt; -&gt; ClArray&lt;int&gt; * ClArray&lt;&#x27;c&gt; * ClArray&lt;int&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Sparse/Map.fs#L17-17" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#run clContext workGroupSize op" id="run clContext workGroupSize op">#</a></td><td class="member-name"><code class="function-or-value" data-guid="2be77c6a-5b42-4ac8-8b2f-f583128f4532">run clContext workGroupSize op</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; op:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;c option)&gt; -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; &#x27;a option -&gt; int -&gt; Sparse&lt;&#x27;b&gt; option -&gt; Sparse&lt;&#x27;c&gt; option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Sparse/Map.fs#L74-74" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Map</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Vector.Sparse<dl></dl><div class="xmldoc"></div><h2>Nested types and modules</h2><table class="table"><thead><tr><th class="fit"></th><th>Module</th><th>Description</th></tr></thead><tbody><tr><td><a href="#WithValueOption" id="WithValueOption">#</a></td><td class="Modules-name"><a 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version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Vector</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Vector.Sparse<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#assignByMask" id="assignByMask">#</a></td><td class="member-name"><code class="function-or-value" data-guid="44b89e57-69aa-40db-b4d3-c70e402aab93">assignByMask</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;c option -&gt; &#x27;d option -&gt; &#x27;c -&gt; &#x27;c option)&gt; -&gt; ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; Sparse&lt;&#x27;c&gt; -&gt; Sparse&lt;&#x27;d&gt; -&gt; ClCell&lt;&#x27;c&gt; -&gt; Sparse&lt;&#x27;c&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Sparse/Vector.fs#L31-31" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#copy clContext workGroupSize" id="copy clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="c77d5466-9baf-45a0-99fb-a741318ef412">copy clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; Sparse&lt;&#x27;a&gt; -&gt; Sparse&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Sparse/Vector.fs#L13-13" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2" id="map2">#</a></td><td class="member-name"><code class="function-or-value" data-guid="c68154c3-83fd-4ea0-95af-684bb2fa7ce4">map2</code></td><td class="member-name"><code class="function-or-value">Expr&lt;(&#x27;d option -&gt; &#x27;e option -&gt; &#x27;f option)&gt; -&gt; ClContext -&gt; int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; Sparse&lt;&#x27;d&gt; -&gt; Sparse&lt;&#x27;e&gt; -&gt; Sparse&lt;&#x27;f&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Sparse/Vector.fs#L26-26" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2AtLeastOne(...)" id="map2AtLeastOne(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="f26a1790-b952-4607-a6f4-d5e6634a50c3">map2AtLeastOne(...)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(AtLeastOne&lt;&#x27;d,&#x27;e&gt; -&gt; &#x27;f option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; allocationMode:MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; Sparse&lt;&#x27;d&gt; -&gt; Sparse&lt;&#x27;e&gt; -&gt; Sparse&lt;&#x27;f&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Sparse/Vector.fs#L28-28" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#mapWithValue" id="mapWithValue">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e789561d-913b-49d6-8705-d5358b37dd68">mapWithValue</code></td><td class="member-name"><code class="function-or-value">ClContext -&gt; int -&gt; Expr&lt;(&#x27;?23261 option -&gt; &#x27;?23262 option -&gt; &#x27;?23264 option)&gt; -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; &#x27;?23261 option -&gt; int -&gt; Sparse&lt;&#x27;?23262&gt; option -&gt; Sparse&lt;&#x27;?23264&gt; option</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Sparse/Vector.fs#L24-24" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#reduce opAdd clContext workGroupSize" id="reduce opAdd clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="01b88323-18cc-4978-8d97-bc450cacec4d">reduce opAdd clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; Sparse&lt;&#x27;a&gt; -&gt; ClCell&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Sparse/Vector.fs#L68-68" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#toDense clContext workGroupSize" id="toDense clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ac566802-e37b-4d99-8155-c460570c5870">toDense clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; Sparse&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;a option&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Sparse/Vector.fs#L33-33" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" 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+<!doctype html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>SpMV</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Vector<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#run add mul clContext workGroupSize" id="run add mul clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="4802e7cd-d4bd-4bb5-a952-952cfbdd8234">run add mul clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">add:Expr&lt;(&#x27;c option -&gt; &#x27;c option -&gt; &#x27;c option)&gt; -&gt; mul:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; CSR&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;b option&gt; -&gt; ClArray&lt;&#x27;c option&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/SpMV.fs#L146-146" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#runTo add mul clContext workGroupSize" id="runTo add mul clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="cc8683ff-54d4-4f0a-ae5a-e46bf307da0c">runTo add mul clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">add:Expr&lt;(&#x27;c option -&gt; &#x27;c option -&gt; &#x27;c option)&gt; -&gt; mul:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; CSR&lt;&#x27;a&gt; -&gt; ClArray&lt;&#x27;b option&gt; -&gt; ClArray&lt;&#x27;c option&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/SpMV.fs#L10-10" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>Vector</h1><h3>Namespace</h3>GraphBLAS.FSharp.Backend.Vector<dl></dl><div class="xmldoc"></div><h3>Functions and values</h3><table class="table"><thead><tr><th class="fit"></th><th>Function or value</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#assignByMask op clContext workGroupSize" id="assignByMask op clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1152832a-6205-489c-9041-bcc3dd2e8adc">assignByMask op clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a option -&gt; &#x27;a option -&gt; &#x27;a option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClVector&lt;&#x27;a&gt; -&gt; ClVector&lt;&#x27;b&gt; -&gt; ClCell&lt;&#x27;a&gt; -&gt; ClVector&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Vector.fs#L174-174" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#assignByMaskComplemented(...)" id="assignByMaskComplemented(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="03796bd9-be29-41e1-b828-fa27c03257df">assignByMaskComplemented(...)</code></td><td class="member-name"><code class="function-or-value">op:Expr&lt;(&#x27;a option -&gt; &#x27;a option -&gt; &#x27;a option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClVector&lt;&#x27;a&gt; -&gt; ClVector&lt;&#x27;b&gt; -&gt; ClCell&lt;&#x27;a&gt; -&gt; ClVector&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Vector.fs#L177-177" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#copy clContext workGroupSize" id="copy clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="731767a7-afcb-40bb-8744-6a52e8bc9492">copy clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClVector&lt;&#x27;a&gt; -&gt; ClVector&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Vector.fs#L79-79" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2 opAdd clContext workGroupSize" id="map2 opAdd clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="d9359af9-2a44-4d63-a89b-56fb67c2d53a">map2 opAdd clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a option -&gt; &#x27;b option -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClVector&lt;&#x27;a&gt; -&gt; ClVector&lt;&#x27;b&gt; -&gt; ClVector&lt;&#x27;c&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Vector.fs#L122-122" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#map2AtLeastOne(...)" id="map2AtLeastOne(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="f47cc5fa-9cd8-4389-9cd5-b9c8b6ab014a">map2AtLeastOne(...)</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(AtLeastOne&lt;&#x27;a,&#x27;b&gt; -&gt; &#x27;c option)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClVector&lt;&#x27;a&gt; -&gt; ClVector&lt;&#x27;b&gt; -&gt; ClVector&lt;&#x27;c&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Vector.fs#L139-139" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#ofList clContext workGroupSize" id="ofList clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="4501e86a-e779-44e3-a0a2-21a40be285f0">ofList clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; VectorFormat -&gt; int -&gt; (int * &#x27;a) list -&gt; ClVector&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Vector.fs#L34-34" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#reduce opAdd clContext workGroupSize" id="reduce opAdd clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="8386f978-322f-4110-ab77-f9c1dde044e5">reduce opAdd clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">opAdd:Expr&lt;(&#x27;a -&gt; &#x27;a -&gt; &#x27;a)&gt; -&gt; clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; ClVector&lt;&#x27;a&gt; -&gt; ClCell&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Vector.fs#L180-180" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#toDense clContext workGroupSize" id="toDense clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ad892827-60fd-4670-891c-2e59be5f55fc">toDense clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClVector&lt;&#x27;a&gt; -&gt; ClVector&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Vector.fs#L107-107" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#toSparse clContext workGroupSize" id="toSparse clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a222ca98-10fc-4d14-8d7f-72d58f0b3b7e">toSparse clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; ClVector&lt;&#x27;a&gt; -&gt; ClVector&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Vector.fs#L94-94" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#zeroCreate clContext workGroupSize" id="zeroCreate clContext workGroupSize">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e84d2f6f-8268-4849-a7d2-9b59fec5729b">zeroCreate clContext workGroupSize</code></td><td class="member-name"><code class="function-or-value">clContext:ClContext -&gt; workGroupSize:int -&gt; MailboxProcessor&lt;Msg&gt; -&gt; AllocationFlag -&gt; int -&gt; VectorFormat -&gt; ClVector&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp.Backend/Vector/Vector.fs#L14-14" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>MtxField</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.IO</p><div class="xmldoc"></div><h3>Union Cases</h3><table class="table"><thead><tr><th class="fit"></th><th>Union Case</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Complex" id="Complex">#</a></td><td class="member-name"><code class="function-or-value" data-guid="5a1a7af4-c526-4f1e-b208-af30fd58832d">Complex</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L153-153" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Double" id="Double">#</a></td><td class="member-name"><code class="function-or-value" data-guid="37746228-456c-4158-9ddc-a11bba4773bb">Double</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L152-152" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Integer" id="Integer">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1313240a-a33f-40f2-b202-7c8ab7e8d5bf">Integer</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L154-154" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Pattern" id="Pattern">#</a></td><td class="member-name"><code class="function-or-value" data-guid="fc9a471c-2102-490f-b4b0-382d6337f7c1">Pattern</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L155-155" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Real" id="Real">#</a></td><td class="member-name"><code class="function-or-value" data-guid="748382b8-7d1e-4de1-85bd-05a213fd2b64">Real</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L151-151" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Static members</h3><table class="table"><thead><tr><th class="fit"></th><th>Static member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#MtxField.FromString(str)" id="MtxField.FromString(str)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="624e28b2-e679-43fe-b4e3-e7c27f04f5c9">MtxField.FromString(str)</code></td><td class="member-name"><code class="function-or-value">str:string -&gt; MtxField</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L156-156" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>MtxFormat</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.IO</p><div class="xmldoc"></div><h3>Union Cases</h3><table class="table"><thead><tr><th class="fit"></th><th>Union Case</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Array" id="Array">#</a></td><td class="member-name"><code class="function-or-value" data-guid="37015a30-388b-43f5-90d3-aabeac31b6ac">Array</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L143-143" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Coordinate" id="Coordinate">#</a></td><td class="member-name"><code class="function-or-value" data-guid="6744ffd3-12ea-4b78-b6cc-c09d1a2a8680">Coordinate</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L142-142" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Static members</h3><table class="table"><thead><tr><th class="fit"></th><th>Static member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#MtxFormat.FromString(str)" id="MtxFormat.FromString(str)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="38ebaede-cf3f-47ca-8622-88a68bc94ed9">MtxFormat.FromString(str)</code></td><td class="member-name"><code class="function-or-value">str:string -&gt; MtxFormat</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L144-144" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>MtxObject</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.IO</p><div class="xmldoc"></div><h3>Union Cases</h3><table class="table"><thead><tr><th class="fit"></th><th>Union Case</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#MtxMatrix" id="MtxMatrix">#</a></td><td class="member-name"><code class="function-or-value" data-guid="61b5db0a-991b-4351-b3c8-76c9d6b16d6f">MtxMatrix</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L133-133" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#MtxVector" id="MtxVector">#</a></td><td class="member-name"><code class="function-or-value" data-guid="5c5296fd-b1cf-419b-ade5-a3a447b8eedd">MtxVector</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L134-134" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Static members</h3><table class="table"><thead><tr><th class="fit"></th><th>Static member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#MtxObject.FromString(str)" id="MtxObject.FromString(str)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="dc3efefd-f002-4da7-b74e-775e2cfd3ee7">MtxObject.FromString(str)</code></td><td class="member-name"><code class="function-or-value">str:string -&gt; MtxObject</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L135-135" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Explanations/Background.html">Background</a></li></ul></li><li class="nav-item dropdown"><a id="navbarDropdown-How_Tos" href="#" data-toggle="dropdown" aria-hasPopup  class="nav-link dropdown-toggle">How Tos</a><ul aria-labelledby="dropdownMenu1" class="dropdown-menu border-0 shadow"><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/How_Tos/Doing_A_Thing.html">Doing A Thing</a></li><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/How_Tos/Doing_Another_Thing.html">Doing Another Thing</a></li></ul></li><li class="nav-item dropdown"><a id="navbarDropdown-Tutorials" href="#" data-toggle="dropdown" aria-hasPopup  class="nav-link dropdown-toggle">Tutorials</a><ul aria-labelledby="dropdownMenu1" class="dropdown-menu border-0 shadow"><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>MtxReader</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.IO</p><div class="xmldoc"></div><h3>Contructors</h3><table class="table"><thead><tr><th class="fit"></th><th>Constructor</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#new(pathToFile)" id="new(pathToFile)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="69011007-87ee-4549-9e63-9af12f51ff33">new(pathToFile)</code></td><td class="member-name"><code class="function-or-value">pathToFile:string -&gt; MtxReader</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L6-6" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>.ctor</code></p></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.Field" id="x.Field">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7219a207-9f2a-42e8-9601-762b6a8c7fd3">x.Field</code></td><td class="member-name"><code class="function-or-value">MtxField</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L22-22" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_Field</code></p></td></tr><tr><td><a href="#x.Format" id="x.Format">#</a></td><td class="member-name"><code class="function-or-value" data-guid="5b6c14ff-8c60-4c61-b01a-32cd5f77ed3e">x.Format</code></td><td class="member-name"><code class="function-or-value">MtxFormat</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L21-21" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_Format</code></p></td></tr><tr><td><a href="#x.Object" id="x.Object">#</a></td><td class="member-name"><code class="function-or-value" data-guid="571b1d52-afed-4e39-ad46-23e069982eed">x.Object</code></td><td class="member-name"><code class="function-or-value">MtxObject</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L20-20" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_Object</code></p></td></tr><tr><td><a href="#x.ReadMatrix(converter)" id="x.ReadMatrix(converter)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a32e805c-2d74-4d46-b4f7-ba5cfdc37910">x.ReadMatrix(converter)</code></td><td class="member-name"><code class="function-or-value">(converter:(string -&gt; &#x27;a)) -&gt; COO&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L45-45" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#x.ReadMatrixShape()" id="x.ReadMatrixShape()">#</a></td><td class="member-name"><code class="function-or-value" data-guid="45fc46c3-ff3b-470f-bcf4-cc90a990b782">x.ReadMatrixShape()</code></td><td class="member-name"><code class="function-or-value">unit -&gt; (type)</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L27-27" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#x.Symmetry" id="x.Symmetry">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7d99a562-4e05-446d-950f-6d9a504ad734">x.Symmetry</code></td><td class="member-name"><code class="function-or-value">MtxSymmetry</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L23-23" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_Symmetry</code></p></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>MtxSymmetry</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.IO</p><div class="xmldoc"></div><h3>Union Cases</h3><table class="table"><thead><tr><th class="fit"></th><th>Union Case</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#General" id="General">#</a></td><td class="member-name"><code class="function-or-value" data-guid="f4892a9b-3c88-40aa-a842-e73c2a6d601f">General</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L166-166" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Hermitian" id="Hermitian">#</a></td><td class="member-name"><code class="function-or-value" data-guid="307b6056-f978-4206-8964-232aa31120ac">Hermitian</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L169-169" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#SkewSymmetric" id="SkewSymmetric">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a0f64dc4-3872-42d2-9a95-f55b254a18db">SkewSymmetric</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L168-168" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Symmetric" id="Symmetric">#</a></td><td class="member-name"><code class="function-or-value" data-guid="8336285b-4be0-4321-9597-6d9234db3b2c">Symmetric</code></td><td class="member-name"></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L167-167" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Static members</h3><table class="table"><thead><tr><th class="fit"></th><th>Static member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#MtxSymmetry.FromString(str)" id="MtxSymmetry.FromString(str)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="68144105-a677-4d31-85d0-618eec4d2fb6">MtxSymmetry.FromString(str)</code></td><td class="member-name"><code class="function-or-value">str:string -&gt; MtxSymmetry</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/IO/MtxReader.fs#L170-170" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>ArrayScalar&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Objects</p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Value" id="Value">#</a></td><td class="member-name"><code class="function-or-value" data-guid="2f51ee5d-4dd8-4ed8-9689-0cc472d7e285">Value</code></td><td class="member-name"><code class="function-or-value">&#x27;a []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Scalar.fs#L6-6" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Static members</h3><table class="table"><thead><tr><th class="fit"></th><th>Static member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ArrayScalar.FromArray(array)" id="ArrayScalar.FromArray(array)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b7ddbd7c-8a1d-4ba7-98d8-c9d5cba9e202">ArrayScalar.FromArray(array)</code></td><td class="member-name"><code class="function-or-value">(array:&#x27;a []) -&gt; ArrayScalar&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Scalar.fs#L8-8" class="float-right" aria-label="View source on 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href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>ClVectorExtensions</h1><h3>Namespace</h3>GraphBLAS.FSharp.Objects<dl></dl><div class="xmldoc"></div><h3>Type extensions</h3><table class="table"><thead><tr><th class="fit"></th><th>Type extension</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.ToHost(q)" id="x.ToHost(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="4214314b-d142-4713-8f20-b2309aa6179d">x.ToHost(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; Sparse&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/VectorExtensions.fs#L9-9" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>Sparse`1.ToHost</code></p></td></tr><tr><td><a href="#x.ToHost(q)" id="x.ToHost(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e3167295-d1c2-402e-a2df-e93a1f01e811">x.ToHost(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; Vector&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/VectorExtensions.fs#L15-15" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClVector`1.ToHost</code></p></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" 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bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>Matrix&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Objects<br /><span>Attributes: <br />[&lt;RequireQualifiedAccess&gt;]<br /></span></p><div class="xmldoc"></div><h3>Union Cases</h3><table class="table"><thead><tr><th class="fit"></th><th>Union Case</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#COO(COO&lt;&#x27;a&gt;)" id="COO(COO&lt;&#x27;a&gt;)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="89aede47-7099-458f-96b0-27f1b908678a">COO(COO&lt;&#x27;a&gt;)</code></td><td class="member-name"><code class="function-or-value">COO&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L201-201" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#CSC(CSC&lt;&#x27;a&gt;)" id="CSC(CSC&lt;&#x27;a&gt;)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="53a9f66c-e9e8-431b-8946-6ffb4ceebf78">CSC(CSC&lt;&#x27;a&gt;)</code></td><td class="member-name"><code class="function-or-value">CSC&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L202-202" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#CSR(CSR&lt;&#x27;a&gt;)" id="CSR(CSR&lt;&#x27;a&gt;)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1eb5226b-15f6-4ca3-a212-47fde5457343">CSR(CSR&lt;&#x27;a&gt;)</code></td><td class="member-name"><code class="function-or-value">CSR&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L200-200" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#LIL(LIL&lt;&#x27;a&gt;)" id="LIL(LIL&lt;&#x27;a&gt;)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="147fd381-e491-44d5-b86b-bc038f9e45a2">LIL(LIL&lt;&#x27;a&gt;)</code></td><td class="member-name"><code class="function-or-value">LIL&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L203-203" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.ColumnCount" id="x.ColumnCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="d47317e6-7a02-4055-b69b-78eafc4d5983">x.ColumnCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L212-212" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_ColumnCount</code></p></td></tr><tr><td><a href="#x.NNZ" id="x.NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="fe60bc85-0dca-4ba4-9e86-9541434659d3">x.NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L219-219" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_NNZ</code></p></td></tr><tr><td><a href="#x.RowCount" id="x.RowCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="23256709-5a59-4952-98e6-aadd411b1ba3">x.RowCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L205-205" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_RowCount</code></p></td></tr><tr><td><a href="#x.ToDevice(context)" id="x.ToDevice(context)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a4fbfa90-c061-418b-be15-f603937b3912">x.ToDevice(context)</code></td><td class="member-name"><code class="function-or-value">context:ClContext -&gt; ClMatrix&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L226-226" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Explanations/Background.html">Background</a></li></ul></li><li class="nav-item dropdown"><a id="navbarDropdown-How_Tos" href="#" data-toggle="dropdown" aria-hasPopup  class="nav-link dropdown-toggle">How Tos</a><ul aria-labelledby="dropdownMenu1" class="dropdown-menu border-0 shadow"><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/How_Tos/Doing_A_Thing.html">Doing A Thing</a></li><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/How_Tos/Doing_Another_Thing.html">Doing Another Thing</a></li></ul></li><li class="nav-item dropdown"><a id="navbarDropdown-Tutorials" href="#" data-toggle="dropdown" aria-hasPopup  class="nav-link dropdown-toggle">Tutorials</a><ul aria-labelledby="dropdownMenu1" class="dropdown-menu border-0 shadow"><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>COO&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Objects<br /><span>Parent Module: <a href="graphblas-fsharp-objects-matrix.html">Matrix</a></span></p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ColumnCount" id="ColumnCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="95fd319d-5893-4ef3-aacd-51913c70b4ff">ColumnCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L55-55" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Columns" id="Columns">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1331cc4b-d31f-4b8d-a185-632d41e10ff1">Columns</code></td><td class="member-name"><code class="function-or-value">int []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L57-57" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowCount" id="RowCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="38d00a80-a3f7-4875-8618-9e8d3581611d">RowCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L54-54" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Rows" id="Rows">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a086b704-b538-4e57-8431-217e970955df">Rows</code></td><td class="member-name"><code class="function-or-value">int []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L56-56" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Values" id="Values">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b524484e-83d6-4cd5-b35d-64a15805f3f9">Values</code></td><td class="member-name"><code class="function-or-value">&#x27;a []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L58-58" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.NNZ" id="x.NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="246a4eb0-e872-4146-8a42-9d98214fa260">x.NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L67-67" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_NNZ</code></p></td></tr><tr><td><a href="#x.ToCSR" id="x.ToCSR">#</a></td><td class="member-name"><code class="function-or-value" data-guid="6d944b26-869f-444b-aa88-d09840c1895b">x.ToCSR</code></td><td class="member-name"><code class="function-or-value">CSR&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L95-95" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_ToCSR</code></p></td></tr><tr><td><a href="#x.ToDevice(context)" id="x.ToDevice(context)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="c277abac-4119-4826-8dee-19af36d014d7">x.ToDevice(context)</code></td><td class="member-name"><code class="function-or-value">context:ClContext -&gt; COO&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L87-87" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Static members</h3><table class="table"><thead><tr><th class="fit"></th><th>Static member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#COO.FromArray2D(array, isZero)" id="COO.FromArray2D(array, isZero)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="258a6654-d7e7-46df-a411-d476148edb1d">COO.FromArray2D(array, isZero)</code></td><td class="member-name"><code class="function-or-value">(array:&#x27;a [,] * isZero:(&#x27;a -&gt; bool)) -&gt; COO&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L76-76" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#COO.FromTuples(...)" id="COO.FromTuples(...)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="dfa99df4-05ba-4a06-a0ad-fcd5f173e0f8">COO.FromTuples(...)</code></td><td class="member-name"><code class="function-or-value">(rowCount:int * columnCount:int * rows:int [] * columns:int [] * values:&#x27;a []) -&gt; COO&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L69-69" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>CSC&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Objects<br /><span>Parent Module: <a href="graphblas-fsharp-objects-matrix.html">Matrix</a></span></p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ColumnCount" id="ColumnCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7d431d49-58c7-43c9-8244-7dc53552177f">ColumnCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L112-112" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#ColumnPointers" id="ColumnPointers">#</a></td><td class="member-name"><code class="function-or-value" data-guid="028e708e-e3d7-4d7d-9124-7b833bca1484">ColumnPointers</code></td><td class="member-name"><code class="function-or-value">int []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L114-114" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowCount" id="RowCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="72c0849b-2ad0-4b64-8c2b-7b731fcae6ec">RowCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L111-111" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowIndices" id="RowIndices">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ac939a32-0a31-4f67-9faf-120528a9b6c0">RowIndices</code></td><td class="member-name"><code class="function-or-value">int []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L113-113" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Values" id="Values">#</a></td><td class="member-name"><code class="function-or-value" data-guid="239d2bf2-258e-42a3-a0c5-4cf5d9b7a011">Values</code></td><td class="member-name"><code class="function-or-value">&#x27;a []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L115-115" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.NNZ" id="x.NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="765da6d7-9ae0-4237-9421-68904d59edb6">x.NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L145-145" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_NNZ</code></p></td></tr><tr><td><a href="#x.ToDevice(context)" id="x.ToDevice(context)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="64e6465d-5b36-42c5-8801-fce0e5281851">x.ToDevice(context)</code></td><td class="member-name"><code class="function-or-value">context:ClContext -&gt; CSC&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L147-147" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Static members</h3><table class="table"><thead><tr><th class="fit"></th><th>Static member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#CSC.FromArray2D(array, isZero)" id="CSC.FromArray2D(array, isZero)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7f9c2ff0-71bf-49c4-9c0d-5483d8f4067d">CSC.FromArray2D(array, isZero)</code></td><td class="member-name"><code class="function-or-value">(array:&#x27;a [,] * isZero:(&#x27;a -&gt; bool)) -&gt; CSC&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L117-117" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li 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+<!doctype html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>CSR&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Objects<br /><span>Parent Module: <a href="graphblas-fsharp-objects-matrix.html">Matrix</a></span></p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ColumnCount" id="ColumnCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="27f1a1c8-772e-47d6-bae3-176cbecd5b73">ColumnCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L10-10" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#ColumnIndices" id="ColumnIndices">#</a></td><td class="member-name"><code class="function-or-value" data-guid="14f6feff-3c1a-4ff7-952d-7d78577ae5c8">ColumnIndices</code></td><td class="member-name"><code class="function-or-value">int []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L12-12" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowCount" id="RowCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="cf34393a-0cf9-4899-af69-2e668a20069a">RowCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L9-9" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowPointers" id="RowPointers">#</a></td><td class="member-name"><code class="function-or-value" data-guid="23646dbc-edb0-4fd9-b433-43655955c261">RowPointers</code></td><td class="member-name"><code class="function-or-value">int []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L11-11" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Values" id="Values">#</a></td><td class="member-name"><code class="function-or-value" data-guid="40d5bea8-5ff1-4a82-884b-7a4bca346503">Values</code></td><td class="member-name"><code class="function-or-value">&#x27;a []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L13-13" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.NNZ" id="x.NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="46f2bca5-8d00-4f13-a675-d81b0da10dd4">x.NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L43-43" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_NNZ</code></p></td></tr><tr><td><a href="#x.ToDevice(context)" id="x.ToDevice(context)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b4b38d79-562f-4e5e-bd40-6110641771aa">x.ToDevice(context)</code></td><td class="member-name"><code class="function-or-value">context:ClContext -&gt; CSR&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L45-45" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Static members</h3><table class="table"><thead><tr><th class="fit"></th><th>Static member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#CSR.FromArray2D(array, isZero)" id="CSR.FromArray2D(array, isZero)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="87cb1447-53cb-4479-aa82-d2d8da868e75">CSR.FromArray2D(array, isZero)</code></td><td class="member-name"><code class="function-or-value">(array:&#x27;a [,] * isZero:(&#x27;a -&gt; bool)) -&gt; CSR&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L15-15" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Explanations/Background.html">Background</a></li></ul></li><li class="nav-item dropdown"><a id="navbarDropdown-How_Tos" href="#" data-toggle="dropdown" aria-hasPopup  class="nav-link dropdown-toggle">How Tos</a><ul aria-labelledby="dropdownMenu1" class="dropdown-menu border-0 shadow"><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/How_Tos/Doing_A_Thing.html">Doing A Thing</a></li><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/How_Tos/Doing_Another_Thing.html">Doing Another Thing</a></li></ul></li><li class="nav-item dropdown"><a id="navbarDropdown-Tutorials" href="#" data-toggle="dropdown" aria-hasPopup  class="nav-link dropdown-toggle">Tutorials</a><ul aria-labelledby="dropdownMenu1" class="dropdown-menu border-0 shadow"><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>LIL&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Objects<br /><span>Parent Module: <a href="graphblas-fsharp-objects-matrix.html">Matrix</a></span></p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ColumnCount" id="ColumnCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7a047db0-c56b-4c8f-ad45-fbc1f73f83ea">ColumnCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L157-157" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#NNZ" id="NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="e182a7d1-c176-41d0-907f-dc02081258ee">NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L159-159" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowCount" id="RowCount">#</a></td><td class="member-name"><code class="function-or-value" data-guid="3d867f52-f51e-4f4e-aacb-99b4b9518859">RowCount</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L156-156" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Rows" id="Rows">#</a></td><td class="member-name"><code class="function-or-value" data-guid="c40335ed-181a-40dc-bd14-be9473d7c39e">Rows</code></td><td class="member-name"><code class="function-or-value">Sparse&lt;&#x27;a&gt; option list</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L158-158" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.ToDevice(context)" id="x.ToDevice(context)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="59ebac4f-febc-48fd-b881-f2e0ab943ad4">x.ToDevice(context)</code></td><td class="member-name"><code class="function-or-value">context:ClContext -&gt; LIL&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L181-181" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Static members</h3><table class="table"><thead><tr><th class="fit"></th><th>Static member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#LIL.FromArray2D(array, isZero)" id="LIL.FromArray2D(array, isZero)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="f25dc2a6-2f38-4262-a1b3-749d086f3fff">LIL.FromArray2D(array, isZero)</code></td><td class="member-name"><code class="function-or-value">(array:&#x27;a [,] * isZero:(&#x27;a -&gt; bool)) -&gt; LIL&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L161-161" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a 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+<!doctype html>
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>Tuples&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Objects<br /><span>Parent Module: <a href="graphblas-fsharp-objects-matrix.html">Matrix</a></span></p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ColumnIndices" id="ColumnIndices">#</a></td><td class="member-name"><code class="function-or-value" data-guid="3e8cdb87-e925-4ed7-bf13-94415190f321">ColumnIndices</code></td><td class="member-name"><code class="function-or-value">int []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L195-195" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#RowIndices" id="RowIndices">#</a></td><td class="member-name"><code class="function-or-value" data-guid="1cf3df22-e69f-471a-80a8-c5c06bc9c0ef">RowIndices</code></td><td class="member-name"><code class="function-or-value">int []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L194-194" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Values" id="Values">#</a></td><td class="member-name"><code class="function-or-value" data-guid="adc504f9-720d-4e3c-acb1-16f7a8efe1fe">Values</code></td><td class="member-name"><code class="function-or-value">&#x27;a []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Matrix.fs#L196-196" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a 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href="graphblas-fsharp-objects-matrix-coo-1.html">COO&lt;&#x27;a&gt;</a></td><td class="xmldoc"></td></tr><tr><td><a href="#CSC&lt;&#x27;a&gt;" id="CSC&lt;&#x27;a&gt;">#</a></td><td class="type-name"><a href="graphblas-fsharp-objects-matrix-csc-1.html">CSC&lt;&#x27;a&gt;</a></td><td class="xmldoc"></td></tr><tr><td><a href="#CSR&lt;&#x27;a&gt;" id="CSR&lt;&#x27;a&gt;">#</a></td><td class="type-name"><a href="graphblas-fsharp-objects-matrix-csr-1.html">CSR&lt;&#x27;a&gt;</a></td><td class="xmldoc"></td></tr><tr><td><a href="#LIL&lt;&#x27;a&gt;" id="LIL&lt;&#x27;a&gt;">#</a></td><td class="type-name"><a href="graphblas-fsharp-objects-matrix-lil-1.html">LIL&lt;&#x27;a&gt;</a></td><td class="xmldoc"></td></tr><tr><td><a href="#Tuples&lt;&#x27;a&gt;" id="Tuples&lt;&#x27;a&gt;">#</a></td><td class="type-name"><a href="graphblas-fsharp-objects-matrix-tuples-1.html">Tuples&lt;&#x27;a&gt;</a></td><td class="xmldoc"></td></tr></tbody></table></div></div></div></main><footer class="footer 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div class="container-fluid py-3"><div class="row"><div class="col-12"><h1>MatrixExtensions</h1><h3>Namespace</h3>GraphBLAS.FSharp.Objects<dl></dl><div class="xmldoc"></div><h3>Type extensions</h3><table class="table"><thead><tr><th class="fit"></th><th>Type extension</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.Free(q)" id="x.Free(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="b97e4404-cb10-458e-8775-4a36bccda628">x.Free(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L12-12" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>COO`1.Free</code></p></td></tr><tr><td><a href="#x.Free(q)" id="x.Free(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="2d688f16-f5dd-479a-a795-ad28158f69b1">x.Free(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L31-31" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>CSR`1.Free</code></p></td></tr><tr><td><a href="#x.Free(q)" id="x.Free(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="94a137c9-6852-4935-b898-2fa6db9424e1">x.Free(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L50-50" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>CSC`1.Free</code></p></td></tr><tr><td><a href="#x.Free(q)" id="x.Free(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="204b913c-ad07-441a-b14e-63e071c06aec">x.Free(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L69-69" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>LIL`1.Free</code></p></td></tr><tr><td><a href="#x.Free(q)" id="x.Free(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="f1def286-ae56-4886-8863-b26605a33d40">x.Free(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L95-95" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClMatrix`1.Free</code></p></td></tr><tr><td><a href="#x.FreeAndWait(processor)" id="x.FreeAndWait(processor)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="dc813d7f-4fd2-44cb-a9a0-4be8829a4cd2">x.FreeAndWait(processor)</code></td><td class="member-name"><code class="function-or-value">processor:MailboxProcessor&lt;Msg&gt; -&gt; unit</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L102-102" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClMatrix`1.FreeAndWait</code></p></td></tr><tr><td><a href="#x.ToHost(q)" id="x.ToHost(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="bc9bfbd0-bf6a-4fc8-9a94-a69747d2c1c2">x.ToHost(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; COO&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L17-17" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>COO`1.ToHost</code></p></td></tr><tr><td><a href="#x.ToHost(q)" id="x.ToHost(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="dc616938-9e8e-4a01-8934-1497b5ac0a15">x.ToHost(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; CSR&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L36-36" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>CSR`1.ToHost</code></p></td></tr><tr><td><a href="#x.ToHost(q)" id="x.ToHost(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="813ed3ba-3732-4940-a007-a2707ddf4968">x.ToHost(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; CSC&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L55-55" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>CSC`1.ToHost</code></p></td></tr><tr><td><a href="#x.ToHost(q)" id="x.ToHost(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="018a51ec-9c7d-4a46-882a-5cebc96174c9">x.ToHost(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; LIL&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L73-73" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>LIL`1.ToHost</code></p></td></tr><tr><td><a href="#x.ToHost(q)" id="x.ToHost(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="d4ecf566-45da-47dc-b19d-1872feab6a3c">x.ToHost(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; Matrix&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L88-88" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClMatrix`1.ToHost</code></p></td></tr><tr><td><a href="#x.ToHostAndFree(q)" id="x.ToHostAndFree(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="ab21e67e-f365-4211-9743-5428784d6e6c">x.ToHostAndFree(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; COO&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L24-24" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>COO`1.ToHostAndFree</code></p></td></tr><tr><td><a href="#x.ToHostAndFree(q)" id="x.ToHostAndFree(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="7eb507ea-cce7-43cc-aa3b-bcf33ca5e27e">x.ToHostAndFree(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; CSR&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L43-43" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>CSR`1.ToHostAndFree</code></p></td></tr><tr><td><a href="#x.ToHostAndFree(q)" id="x.ToHostAndFree(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="0ebd73c3-1ad3-46a3-b2b6-b71c4b925186">x.ToHostAndFree(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; CSC&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L62-62" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>CSC`1.ToHostAndFree</code></p></td></tr><tr><td><a href="#x.ToHostAndFree(q)" id="x.ToHostAndFree(q)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="8647e782-5156-4e5e-9bae-dd313cb7bd50">x.ToHostAndFree(q)</code></td><td class="member-name"><code class="function-or-value">q:MailboxProcessor&lt;Msg&gt; -&gt; LIL&lt;&#x27;elem&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L81-81" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>LIL`1.ToHostAndFree</code></p></td></tr><tr><td><a href="#x.ToHostAndFree(processor)" id="x.ToHostAndFree(processor)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="9ebded7c-45ca-41d8-8617-73155083732f">x.ToHostAndFree(processor)</code></td><td class="member-name"><code class="function-or-value">processor:MailboxProcessor&lt;Msg&gt; -&gt; Matrix&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs#L106-106" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>ClMatrix`1.ToHostAndFree</code></p></td></tr></tbody></table></div></div></div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>Scalar&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Objects</p><div class="xmldoc"></div><h3>Union Cases</h3><table class="table"><thead><tr><th class="fit"></th><th>Union Case</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#ScalarWrapped(ArrayScalar&lt;&#x27;a&gt;)" id="ScalarWrapped(ArrayScalar&lt;&#x27;a&gt;)">#</a></td><td class="member-name"><code class="function-or-value" 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>Vector&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Objects<br /><span>Attributes: <br />[&lt;RequireQualifiedAccess&gt;]<br /></span></p><div class="xmldoc"></div><h3>Union Cases</h3><table class="table"><thead><tr><th class="fit"></th><th>Union Case</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Dense(&#x27;a option [])" id="Dense(&#x27;a option [])">#</a></td><td class="member-name"><code class="function-or-value" data-guid="78e2ecfb-b180-4e89-b0e4-aeb5255ec9a1">Dense(&#x27;a option [])</code></td><td class="member-name"><code class="function-or-value">&#x27;a option []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Vector.fs#L52-52" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Sparse(Sparse&lt;&#x27;a&gt;)" id="Sparse(Sparse&lt;&#x27;a&gt;)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="44f958d3-f538-4f54-bf1c-4efdf92fac8c">Sparse(Sparse&lt;&#x27;a&gt;)</code></td><td class="member-name"><code class="function-or-value">Sparse&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Vector.fs#L51-51" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.NNZ" id="x.NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="14f77f34-7a32-4cfa-af5b-7e9045bb7045">x.NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Vector.fs#L68-68" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_NNZ</code></p></td></tr><tr><td><a href="#x.Size" id="x.Size">#</a></td><td class="member-name"><code class="function-or-value" data-guid="97952f6b-c614-4e39-bcfa-bb3bd12f3521">x.Size</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Vector.fs#L53-53" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_Size</code></p></td></tr><tr><td><a href="#x.ToDevice(context)" id="x.ToDevice(context)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="a448e79d-48a9-4844-a796-ac4f21c76e79">x.ToDevice(context)</code></td><td class="member-name"><code class="function-or-value">context:ClContext -&gt; ClVector&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Vector.fs#L63-63" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div 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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><h1>Sparse&lt;&#x27;a&gt;</h1><p><h3>Namespace</h3>GraphBLAS.FSharp.Objects<br /><span>Parent Module: <a href="graphblas-fsharp-objects-vector.html">Vector</a></span></p><div class="xmldoc"></div><h3>Record Fields</h3><table class="table"><thead><tr><th class="fit"></th><th>Record Field</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Indices" id="Indices">#</a></td><td class="member-name"><code class="function-or-value" data-guid="9009e7b6-65b1-4a95-9d24-dbef883ab7fd">Indices</code></td><td class="member-name"><code class="function-or-value">int []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Vector.fs#L10-10" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Size" id="Size">#</a></td><td class="member-name"><code class="function-or-value" data-guid="8cd2cc50-c675-4540-9b27-ff18fc3a2d31">Size</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Vector.fs#L12-12" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Values" id="Values">#</a></td><td class="member-name"><code class="function-or-value" data-guid="33fc40f8-5ae5-436c-8105-33d9821d07cc">Values</code></td><td class="member-name"><code class="function-or-value">&#x27;a []</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Vector.fs#L11-11" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Instance members</h3><table class="table"><thead><tr><th class="fit"></th><th>Instance member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#x.NNZ" id="x.NNZ">#</a></td><td class="member-name"><code class="function-or-value" data-guid="dc993486-b234-46b1-8c03-aa11c112141d">x.NNZ</code></td><td class="member-name"><code class="function-or-value">int</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Vector.fs#L45-45" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a><p><strong>CompiledName:</strong><code>get_NNZ</code></p></td></tr><tr><td><a href="#x.ToDevice(context)" id="x.ToDevice(context)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="c615d750-cdcf-4daa-9fa6-e3d0b15b5b13">x.ToDevice(context)</code></td><td class="member-name"><code class="function-or-value">context:ClContext -&gt; Sparse&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Vector.fs#L21-21" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table><h3>Static members</h3><table class="table"><thead><tr><th class="fit"></th><th>Static member</th><th>Signature</th><th>Description</th></tr></thead><tbody><tr><td><a href="#Sparse.FromArray(array, isZero)" id="Sparse.FromArray(array, isZero)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="563629ce-4e0f-443b-b8cc-33b9b75ec5de">Sparse.FromArray(array, isZero)</code></td><td class="member-name"><code class="function-or-value">(array:&#x27;a [] * isZero:(&#x27;a -&gt; bool)) -&gt; Sparse&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Vector.fs#L35-35" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr><tr><td><a href="#Sparse.FromTuples(indices, values, size)" id="Sparse.FromTuples(indices, values, size)">#</a></td><td class="member-name"><code class="function-or-value" data-guid="310ff29e-5d87-4bc5-af46-3da1b060b73d">Sparse.FromTuples(indices, values, size)</code></td><td class="member-name"><code class="function-or-value">(indices:int [] * values:&#x27;a [] * size:int) -&gt; Sparse&lt;&#x27;a&gt;</code></td><td class="xmldoc"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/tree/master/src/GraphBLAS-sharp/Objects/Vector.fs#L30-30" class="float-right" aria-label="View source on GitHub"><i class="fab fa-github text-dark"></i></a></td></tr></tbody></table></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a 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diff --git a/docs/How_Tos/Doing_Another_Thing.html b/docs/How_Tos/Doing_Another_Thing.html
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div><h1><a name="Getting-Started" class="anchor" href="#Getting-Started">Getting Started</a></h1>
 <table class="pre"><tr><td class="lines"><pre class="fssnip"><span class="l">1: </span>
 <span class="l">2: </span>
 </pre></td>
@@ -15,4 +15,4 @@ <h2><a name="Here-is-the-path-to-downloading" class="anchor" href="#Here-is-the-
 </code></pre></td></tr></table>
 <div class="tip" id="1">val foo : unit</div>
 <div class="tip" id="2">val myAge : int</div>
-</div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/03/07</li><li class="list-group-item bg-dark ml-0 pl-0">Found an issue? <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/edit/master/docsSrc/Tutorials/Getting_Started.md">Edit this page.</a></li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638137828047290672"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638137828047290672"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638137828047290672"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638137828047290672"></script></body></html>
\ No newline at end of file
+</div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li><li class="list-group-item bg-dark ml-0 pl-0">Found an issue? <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/edit/master/docsSrc/Tutorials/Getting_Started.md">Edit this page.</a></li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638198737747694916"></script></body></html>
\ No newline at end of file
diff --git a/docs/benchmarks/data.js b/docs/benchmarks/data.js
index 2e1a222d..ad0e8d61 100644
--- a/docs/benchmarks/data.js
+++ b/docs/benchmarks/data.js
@@ -1,5 +1,5 @@
 window.BENCHMARK_DATA = {
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+  "lastUpdate": 1682712381921,
   "repoUrl": "https://github.com/YaccConstructor/GraphBLAS-sharp",
   "entries": {
     "BFS": [
@@ -98,6 +98,390 @@ window.BENCHMARK_DATA = {
             "range": "± 6156789.947659613"
           }
         ]
+      },
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+          "id": "b9ef28731a1f9a4549e7b88d1b88437de2db1a21",
+          "message": "commit benchmark results to master branch",
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+          "tree_id": "f9b95290be45e2fce0fce054dc8a739f8a22b532",
+          "url": "https://github.com/YaccConstructor/GraphBLAS-sharp/commit/b9ef28731a1f9a4549e7b88d1b88437de2db1a21"
+        },
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+        "tool": "benchmarkdotnet",
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diff --git a/docs/files/placeholder.html b/docs/files/placeholder.html
index 8a370b05..ad369fb0 100644
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href="https://yaccconstructor.github.io/GraphBLAS-sharp/Explanations/Background.html">Background</a></li></ul></li><li class="nav-item dropdown"><a id="navbarDropdown-How_Tos" href="#" data-toggle="dropdown" aria-hasPopup  class="nav-link dropdown-toggle">How Tos</a><ul aria-labelledby="dropdownMenu1" class="dropdown-menu border-0 shadow"><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/How_Tos/Doing_A_Thing.html">Doing A Thing</a></li><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/How_Tos/Doing_Another_Thing.html">Doing Another Thing</a></li></ul></li><li class="nav-item dropdown"><a id="navbarDropdown-Tutorials" href="#" data-toggle="dropdown" aria-hasPopup  class="nav-link dropdown-toggle">Tutorials</a><ul aria-labelledby="dropdownMenu1" class="dropdown-menu border-0 shadow"><li class="nav-item"><a class="dropdown-item" href="https://yaccconstructor.github.io/GraphBLAS-sharp/Tutorials/Getting_Started.html">Getting Started</a></li></ul></li></ul><ul class="navbar-nav"><button id="theme-toggle" class=""></button><li class="nav-item"><a class="nav-link" aria-label="GraphBLAS-sharp Repository on Github" href="https://github.com/YaccConstructor/GraphBLAS-sharp"><i class="fab fa-github fa-lg fa-fw text-light"></i></a></li></ul></div></nav><div class="wrapper d-flex flex-column justify-content-between min-vh-100"><main class="container main mb-4"><div><h1><a name="GraphBLAS-sharp" class="anchor" href="#GraphBLAS-sharp">GraphBLAS-sharp</a></h1>
 <hr />
 <h2><a name="What-is-GraphBLAS-sharp" class="anchor" href="#What-is-GraphBLAS-sharp">What is GraphBLAS-sharp?</a></h2>
 <p>GraphBLAS-sharp is a library that does this specific thing.</p>
@@ -54,4 +54,4 @@ <h5 class="card-title">Api Reference</h5>
     </div>
   </div>
 </div>
-</div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/03/07</li><li class="list-group-item bg-dark ml-0 pl-0">Found an issue? <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/edit/master/docsSrc/index.md">Edit this page.</a></li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638137828047290672"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638137828047290672"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638137828047290672"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638137828047290672"></script></body></html>
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+</div></main><footer class="footer font-small m-0 py-4 bg-dark"><div class="container"><div class="row"><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Project Resources</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/README.md" class="text-white"><i class="fas fa-book-reader fa-fw mr-2"></i>README</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/CHANGELOG.md" class="text-white"><i class="fas fa-sticky-note fa-fw mr-2"></i>Release Notes / Changelog</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://github.com/YaccConstructor/GraphBLAS-sharp/blob/master/LICENSE.md" class="text-white"><i class="fas fa-id-card fa-fw mr-2"></i>License</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Other Links</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://docs.microsoft.com/en-us/dotnet/fsharp/" class="text-white"><i class="fab fa-microsoft fa-fw mr-2"></i>F# Documentation</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="https://fsharp.org/guides/slack/" class="text-white"><i class="fab fa-slack fa-fw mr-2"></i>F# Slack</a></li><li class="list-group-item bg-dark ml-0 pl-0"><a href="http://foundation.fsharp.org/" class="text-white"><img class="fsharp-footer-logo mr-2" src="https://fsharp.org/img/logo/fsharp.svg" alt="FSharp Logo" />F# Software Foundation</a></li></ul></div></div><div class="col-12 col-md-4 mb-4 mb-md-0"><div class="text-light"><h2 class="h5">Metadata</h2><ul class="list-group list-group-flush"><li class="list-group-item bg-dark ml-0 pl-0">Generated for version <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/releases/tag/0.1.0">0.1.0</a> on 2023/05/16</li><li class="list-group-item bg-dark ml-0 pl-0">Found an issue? <a class="text-white" href="https://github.com/YaccConstructor/GraphBLAS-sharp/edit/master/docsSrc/index.md">Edit this page.</a></li></ul></div></div></div><div class="row"><div class="col text-center"><small class="text-light"><i class="fas fa-copyright mr-1"></i>2023 GraphBLAS-sharp, All rights reserved</small></div></div></div></footer></div><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/themes.js?version=638198737747694916"></script><script src="https://code.jquery.com/jquery-3.4.1.slim.min.js" integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js" integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous"></script><script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js" integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6" crossorigin="anonymous"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/tips.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/submenu.js?version=638198737747694916"></script><script src="https://yaccconstructor.github.io/GraphBLAS-sharp/content/cleanups.js?version=638198737747694916"></script></body></html>
\ No newline at end of file
diff --git a/docsTool/Program.fs b/docsTool/Program.fs
index 46f1ea33..3d63cad9 100644
--- a/docsTool/Program.fs
+++ b/docsTool/Program.fs
@@ -282,7 +282,7 @@ module GenerateDocs =
             }
 
         dotnetPublish cfg
-        Async.Parallel [generateDocs(*; generateAPI*)]
+        Async.Parallel [generateDocs; generateAPI]
         |> Async.RunSynchronously
         |> Array.toList
         |> List.collect id
diff --git a/paket.lock b/paket.lock
index dadffb7c..7cae92f5 100644
--- a/paket.lock
+++ b/paket.lock
@@ -2,23 +2,23 @@ STORAGE: NONE
 NUGET
   remote: https://www.nuget.org/api/v2
     altcover (7.6.812)
-    BenchmarkDotNet (0.13.5)
-      BenchmarkDotNet.Annotations (>= 0.13.5) - restriction: >= netstandard2.0
-      CommandLineParser (>= 2.4.3) - restriction: >= netstandard2.0
+    BenchmarkDotNet (0.13.9)
+      BenchmarkDotNet.Annotations (>= 0.13.9) - restriction: >= netstandard2.0
+      CommandLineParser (>= 2.9.1) - restriction: >= netstandard2.0
       Gee.External.Capstone (>= 2.3) - restriction: >= netstandard2.0
       Iced (>= 1.17) - restriction: >= netstandard2.0
-      Microsoft.CodeAnalysis.CSharp (>= 3.0) - restriction: >= netstandard2.0
+      Microsoft.CodeAnalysis.CSharp (>= 4.1) - restriction: >= netstandard2.0
       Microsoft.Diagnostics.Runtime (>= 2.2.332302) - restriction: >= netstandard2.0
       Microsoft.Diagnostics.Tracing.TraceEvent (>= 3.0.2) - restriction: >= netstandard2.0
       Microsoft.DotNet.PlatformAbstractions (>= 3.1.6) - restriction: >= netstandard2.0
       Microsoft.Win32.Registry (>= 5.0) - restriction: && (< net6.0) (>= netstandard2.0)
-      Perfolizer (>= 0.2.1) - restriction: >= netstandard2.0
-      System.Management (>= 6.0) - restriction: >= netstandard2.0
+      Perfolizer (0.2.1) - restriction: >= netstandard2.0
+      System.Management (>= 5.0) - restriction: >= netstandard2.0
       System.Numerics.Vectors (>= 4.5) - restriction: && (< net6.0) (>= netstandard2.0)
       System.Reflection.Emit (>= 4.7) - restriction: && (< net6.0) (>= netstandard2.0)
       System.Reflection.Emit.Lightweight (>= 4.7) - restriction: && (< net6.0) (>= netstandard2.0)
       System.Threading.Tasks.Extensions (>= 4.5.4) - restriction: && (< net6.0) (>= netstandard2.0)
-    BenchmarkDotNet.Annotations (0.13.5) - restriction: >= netstandard2.0
+    BenchmarkDotNet.Annotations (0.13.9) - restriction: >= netstandard2.0
     Brahma.FSharp (2.0.5)
       Brahma.FSharp.OpenCL.Printer (>= 2.0.5) - restriction: >= net7.0
       Brahma.FSharp.OpenCL.Shared (>= 2.0.5) - restriction: >= net7.0
@@ -52,8 +52,8 @@ NUGET
     ExtraConstraints.Fody (1.14)
       Fody (>= 6.0) - restriction: || (>= net452) (>= netstandard1.4)
       NETStandard.Library (>= 1.6.1) - restriction: && (< net452) (>= netstandard1.4)
-    Fody (6.7) - restriction: || (>= net452) (>= netstandard1.4)
-    FsCheck (2.16.5) - restriction: || (>= net461) (>= netstandard2.0)
+    Fody (6.8) - restriction: || (>= net452) (>= netstandard1.4)
+    FsCheck (2.16.6) - restriction: || (>= net461) (>= netstandard2.0)
       FSharp.Core (>= 4.2.3) - restriction: || (>= net452) (>= netstandard1.6)
     FSharp.Core (7.0)
     FSharp.Quotations.Evaluator (2.1)
@@ -63,7 +63,7 @@ NUGET
     FSharpx.Text.StructuredFormat (3.1)
       FSharp.Core (>= 4.6.2) - restriction: || (>= net452) (>= netstandard2.0)
     Gee.External.Capstone (2.3) - restriction: >= netstandard2.0
-    Iced (1.18) - restriction: >= netstandard2.0
+    Iced (1.20) - restriction: >= netstandard2.0
     MathNet.Numerics (5.0) - restriction: || (>= net45) (>= netstandard1.6)
       System.ValueTuple (>= 4.4) - restriction: && (>= net461) (< net48)
     MathNet.Numerics.FSharp (4.0)
@@ -83,26 +83,27 @@ NUGET
       System.Security.Permissions (>= 4.7) - restriction: && (< net472) (>= netstandard2.0)
     Microsoft.Build.Tasks.Git (1.1.1) - copy_local: true
     Microsoft.CodeAnalysis.Analyzers (3.3.4) - restriction: >= netstandard2.0
-    Microsoft.CodeAnalysis.Common (4.6) - restriction: >= netstandard2.0
+    Microsoft.CodeAnalysis.Common (4.7) - restriction: >= netstandard2.0
       Microsoft.CodeAnalysis.Analyzers (>= 3.3.4) - restriction: >= netstandard2.0
       System.Collections.Immutable (>= 7.0) - restriction: >= netstandard2.0
       System.Memory (>= 4.5.5) - restriction: && (< net6.0) (>= netstandard2.0)
       System.Reflection.Metadata (>= 7.0) - restriction: >= netstandard2.0
       System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: >= netstandard2.0
-      System.Text.Encoding.CodePages (>= 7.0) - restriction: >= netstandard2.0
+      System.Text.Encoding.CodePages (>= 7.0) - restriction: && (< net6.0) (>= netstandard2.0)
       System.Threading.Tasks.Extensions (>= 4.5.4) - restriction: && (< net6.0) (>= netstandard2.0)
-    Microsoft.CodeAnalysis.CSharp (4.6) - restriction: >= netstandard2.0
-      Microsoft.CodeAnalysis.Common (4.6) - restriction: >= netstandard2.0
-    Microsoft.CodeCoverage (17.6) - restriction: || (>= net45) (>= netcoreapp2.1)
+    Microsoft.CodeAnalysis.CSharp (4.7) - restriction: >= netstandard2.0
+      Microsoft.CodeAnalysis.Common (4.7) - restriction: >= netstandard2.0
+    Microsoft.CodeCoverage (17.7.2) - restriction: || (>= net45) (>= netcoreapp2.1)
     Microsoft.CSharp (4.7) - restriction: || (&& (< netstandard1.3) (>= uap10.0)) (&& (< netstandard2.0) (>= uap10.0))
-    Microsoft.Diagnostics.NETCore.Client (0.2.421201) - restriction: >= netstandard2.0
-      Microsoft.Bcl.AsyncInterfaces (>= 1.1) - restriction: && (< net6.0) (>= netstandard2.0)
-      Microsoft.Extensions.Logging (>= 2.1.1) - restriction: >= netstandard2.0
-    Microsoft.Diagnostics.Runtime (2.4.416101) - restriction: >= netstandard2.0
-      Microsoft.Diagnostics.NETCore.Client (>= 0.2.251802) - restriction: >= netstandard2.0
-      System.Collections.Immutable (>= 5.0) - restriction: >= netstandard2.0
-      System.Runtime.CompilerServices.Unsafe (>= 5.0) - restriction: >= netstandard2.0
-    Microsoft.Diagnostics.Tracing.TraceEvent (3.1.3) - restriction: >= netstandard2.0
+    Microsoft.Diagnostics.NETCore.Client (0.2.447801) - restriction: >= netstandard2.0
+      Microsoft.Bcl.AsyncInterfaces (>= 6.0) - restriction: && (< net6.0) (>= netstandard2.0)
+      Microsoft.Extensions.Logging (>= 6.0) - restriction: >= netstandard2.0
+      System.Buffers (>= 4.5.1) - restriction: && (< net6.0) (>= netstandard2.0)
+    Microsoft.Diagnostics.Runtime (3.0.442202) - restriction: >= netstandard2.0
+      Microsoft.Diagnostics.NETCore.Client (>= 0.2.410101) - restriction: >= netstandard2.0
+      System.Collections.Immutable (>= 6.0) - restriction: >= netstandard2.0
+      System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: >= netstandard2.0
+    Microsoft.Diagnostics.Tracing.TraceEvent (3.1.5) - restriction: >= netstandard2.0
       System.Runtime.CompilerServices.Unsafe (>= 5.0) - restriction: >= netstandard2.0
     Microsoft.DotNet.PlatformAbstractions (3.1.6) - restriction: >= netstandard2.0
       System.Runtime.InteropServices.RuntimeInformation (>= 4.0) - restriction: || (>= net45) (&& (>= netstandard1.3) (< netstandard2.0))
@@ -121,7 +122,7 @@ NUGET
       Microsoft.Extensions.Options (>= 7.0) - restriction: || (>= net462) (>= netstandard2.0)
       System.Diagnostics.DiagnosticSource (>= 7.0) - restriction: || (>= net462) (&& (< net6.0) (>= netstandard2.1)) (&& (>= netstandard2.0) (< netstandard2.1))
       System.ValueTuple (>= 4.5) - restriction: >= net462
-    Microsoft.Extensions.Logging.Abstractions (7.0) - restriction: >= netstandard2.0
+    Microsoft.Extensions.Logging.Abstractions (7.0.1) - restriction: >= netstandard2.0
       System.Buffers (>= 4.5.1) - restriction: || (>= net462) (&& (< net6.0) (>= netstandard2.0))
       System.Memory (>= 4.5.5) - restriction: || (>= net462) (&& (< net6.0) (>= netstandard2.0))
     Microsoft.Extensions.Options (7.0.1) - restriction: >= netstandard2.0
@@ -138,17 +139,17 @@ NUGET
       System.ComponentModel.Primitives (>= 4.1) - restriction: >= uap10.0
       System.ComponentModel.TypeConverter (>= 4.1) - restriction: >= uap10.0
       System.Runtime.InteropServices.RuntimeInformation (>= 4.0) - restriction: >= uap10.0
-    Microsoft.NETCore.Platforms (7.0.2) - restriction: || (&& (>= monoandroid) (>= netcoreapp2.0) (< netstandard1.3)) (&& (>= monoandroid) (>= netcoreapp2.1) (< netstandard1.3)) (&& (< monoandroid) (>= netcoreapp2.0) (< netcoreapp2.1)) (&& (< monoandroid) (< netstandard1.1) (>= netstandard1.6) (< win8)) (&& (>= monotouch) (>= netcoreapp2.0)) (&& (>= monotouch) (>= netcoreapp2.1)) (&& (< net45) (>= net46) (< netstandard1.4) (>= netstandard1.6)) (&& (< net45) (>= net461) (>= netstandard1.6) (< netstandard2.0)) (&& (< net45) (< netstandard1.2) (>= netstandard1.6) (< win8)) (&& (< net45) (< netstandard1.3) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (< netstandard1.4) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (< netstandard1.5) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (>= netstandard1.6) (< netstandard2.0) (< win8) (< wpa81)) (&& (>= net461) (>= netcoreapp2.0)) (&& (>= net461) (>= netcoreapp2.1)) (&& (>= netcoreapp2.0) (< netcoreapp2.1) (>= xamarinios)) (&& (>= netcoreapp2.0) (< netcoreapp2.1) (>= xamarinmac)) (&& (>= netcoreapp2.0) (< netcoreapp2.1) (>= xamarintvos)) (&& (>= netcoreapp2.0) (< netcoreapp2.1) (>= xamarinwatchos)) (&& (>= netcoreapp2.0) (< netstandard2.0)) (&& (>= netcoreapp2.0) (>= uap10.1)) (&& (< netcoreapp2.0) (>= netcoreapp2.1)) (&& (>= netcoreapp2.1) (< netcoreapp3.0)) (&& (>= netcoreapp2.1) (>= uap10.1)) (&& (< netstandard1.0) (>= netstandard1.6) (< portable-net45+win8)) (&& (< netstandard1.0) (>= netstandard1.6) (>= win8)) (&& (< netstandard1.0) (>= netstandard1.6) (< win8)) (&& (< netstandard1.1) (>= netstandard1.6) (>= uap10.0) (< win8)) (&& (< netstandard1.3) (>= netstandard1.6) (>= uap10.0) (< win8) (< wpa81)) (&& (< netstandard1.3) (>= netstandard1.6) (< win8) (>= wpa81)) (&& (< netstandard1.5) (>= netstandard1.6) (>= uap10.0)) (&& (>= netstandard1.6) (< portable-net45+win8+wpa81)) (&& (>= netstandard1.6) (>= uap10.1)) (&& (>= netstandard1.6) (>= wp8))
+    Microsoft.NETCore.Platforms (7.0.4) - restriction: || (&& (>= monoandroid) (>= netcoreapp2.0) (< netstandard1.3)) (&& (>= monoandroid) (>= netcoreapp2.1) (< netstandard1.3)) (&& (< monoandroid) (>= netcoreapp2.0) (< netcoreapp2.1)) (&& (< monoandroid) (< netstandard1.1) (>= netstandard1.6) (< win8)) (&& (>= monotouch) (>= netcoreapp2.0)) (&& (>= monotouch) (>= netcoreapp2.1)) (&& (< net45) (>= net46) (< netstandard1.4) (>= netstandard1.6)) (&& (< net45) (>= net461) (>= netstandard1.6) (< netstandard2.0)) (&& (< net45) (< netstandard1.2) (>= netstandard1.6) (< win8)) (&& (< net45) (< netstandard1.3) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (< netstandard1.4) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (< netstandard1.5) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (>= netstandard1.6) (< netstandard2.0) (< win8) (< wpa81)) (&& (>= net461) (>= netcoreapp2.0)) (&& (>= net461) (>= netcoreapp2.1)) (&& (>= netcoreapp2.0) (< netcoreapp2.1) (>= xamarinios)) (&& (>= netcoreapp2.0) (< netcoreapp2.1) (>= xamarinmac)) (&& (>= netcoreapp2.0) (< netcoreapp2.1) (>= xamarintvos)) (&& (>= netcoreapp2.0) (< netcoreapp2.1) (>= xamarinwatchos)) (&& (>= netcoreapp2.0) (< netstandard2.0)) (&& (>= netcoreapp2.0) (>= uap10.1)) (&& (< netcoreapp2.0) (>= netcoreapp2.1)) (&& (>= netcoreapp2.1) (< netcoreapp3.0)) (&& (>= netcoreapp2.1) (>= uap10.1)) (&& (< netstandard1.0) (>= netstandard1.6) (< portable-net45+win8)) (&& (< netstandard1.0) (>= netstandard1.6) (>= win8)) (&& (< netstandard1.0) (>= netstandard1.6) (< win8)) (&& (< netstandard1.1) (>= netstandard1.6) (>= uap10.0) (< win8)) (&& (< netstandard1.3) (>= netstandard1.6) (>= uap10.0) (< win8) (< wpa81)) (&& (< netstandard1.3) (>= netstandard1.6) (< win8) (>= wpa81)) (&& (< netstandard1.5) (>= netstandard1.6) (>= uap10.0)) (&& (>= netstandard1.6) (< portable-net45+win8+wpa81)) (&& (>= netstandard1.6) (>= uap10.1)) (&& (>= netstandard1.6) (>= wp8))
     Microsoft.NETCore.Targets (5.0) - restriction: || (&& (< monoandroid) (< net45) (< netstandard1.2) (>= netstandard1.6) (< win8)) (&& (< monoandroid) (< net45) (< netstandard1.3) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< monoandroid) (< net45) (< netstandard1.4) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< monoandroid) (< net45) (< netstandard1.5) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< monoandroid) (< netstandard1.1) (>= netstandard1.6) (< win8)) (&& (< monotouch) (< net45) (>= netstandard1.6) (< netstandard2.0) (< win8) (< wpa81) (< xamarintvos) (< xamarinwatchos)) (&& (< netstandard1.1) (>= netstandard1.6) (>= uap10.0) (< win8)) (&& (< netstandard1.3) (>= netstandard1.6) (>= uap10.0) (< win8) (< wpa81)) (&& (< netstandard1.5) (>= netstandard1.6) (>= uap10.0) (< win8) (< wpa81)) (&& (>= netstandard1.6) (< portable-net45+win8+wpa81))
     Microsoft.SourceLink.Common (1.1.1) - copy_local: true
     Microsoft.SourceLink.GitHub (1.0) - copy_local: true
       Microsoft.Build.Tasks.Git (>= 1.0)
       Microsoft.SourceLink.Common (>= 1.0)
-    Microsoft.TestPlatform.ObjectModel (17.6) - restriction: >= netcoreapp3.1
-      NuGet.Frameworks (>= 5.11) - restriction: || (>= net462) (>= netstandard2.0)
+    Microsoft.TestPlatform.ObjectModel (17.7.2) - restriction: >= netcoreapp3.1
+      NuGet.Frameworks (>= 6.5) - restriction: || (>= net462) (>= netstandard2.0)
       System.Reflection.Metadata (>= 1.6) - restriction: || (>= net462) (>= netstandard2.0)
-    Microsoft.TestPlatform.TestHost (17.6) - restriction: >= netcoreapp2.1
-      Microsoft.TestPlatform.ObjectModel (>= 17.6) - restriction: >= netcoreapp3.1
+    Microsoft.TestPlatform.TestHost (17.7.2) - restriction: >= netcoreapp2.1
+      Microsoft.TestPlatform.ObjectModel (>= 17.7.2) - restriction: >= netcoreapp3.1
       Newtonsoft.Json (>= 13.0.1) - restriction: >= netcoreapp3.1
     Microsoft.Win32.Primitives (4.3) - restriction: || (&& (< net45) (>= net46) (< netstandard1.4) (>= netstandard1.6)) (&& (< net45) (< netstandard1.4) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (< netstandard1.5) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (>= netstandard1.6) (< netstandard2.0) (< win8) (< wpa81)) (&& (< netstandard1.5) (>= netstandard1.6) (>= uap10.0))
       Microsoft.NETCore.Platforms (>= 1.1) - restriction: && (< monoandroid) (< monotouch) (< net46) (>= netstandard1.3) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
@@ -213,9 +214,9 @@ NUGET
       System.Runtime.Serialization.Formatters (>= 4.3) - restriction: && (< net20) (>= netstandard1.3) (< netstandard2.0)
       System.Runtime.Serialization.Primitives (>= 4.3) - restriction: || (&& (< net20) (>= netstandard1.0) (< netstandard1.3)) (&& (< net20) (>= netstandard1.3) (< netstandard2.0))
       System.Xml.XmlDocument (>= 4.3) - restriction: && (< net20) (>= netstandard1.3) (< netstandard2.0)
-    NuGet.Frameworks (6.6) - restriction: >= netcoreapp3.1
-    Perfolizer (0.3.4) - restriction: >= netstandard2.0
-      System.Memory (>= 4.5.4) - restriction: && (>= netstandard2.0) (< netstandard2.1)
+    NuGet.Frameworks (6.7) - restriction: >= netcoreapp3.1
+    Perfolizer (0.2.1) - restriction: >= netstandard2.0
+      System.Memory (>= 4.5.3) - restriction: >= netstandard2.0
     QuikGraph (2.5)
       NETStandard.Library (>= 1.6.1) - restriction: && (< net35) (>= netstandard1.3) (< netstandard2.0)
     runtime.debian.8-x64.runtime.native.System.Security.Cryptography.OpenSsl (4.3.3) - restriction: && (< monotouch) (< net45) (>= netstandard1.6) (< netstandard2.0) (< xamarintvos) (< xamarinwatchos)
@@ -391,9 +392,9 @@ NUGET
       System.Runtime (>= 4.3) - restriction: || (&& (< monoandroid) (< net45) (>= netstandard1.0) (< netstandard1.3) (< win8) (< wp8) (< wpa81)) (&& (< monoandroid) (< net45) (>= netstandard1.3) (< netstandard1.6) (< win8) (< wpa81)) (&& (< monotouch) (< net45) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos))
       System.Runtime.Extensions (>= 4.3) - restriction: && (< monotouch) (< net45) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
       System.Threading (>= 4.3) - restriction: && (< monotouch) (< net45) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
-    System.Management (7.0.1) - restriction: >= netstandard2.0
+    System.Management (7.0.2) - restriction: >= netstandard2.0
       System.CodeDom (>= 7.0) - restriction: >= netstandard2.0
-    System.Memory (4.5.5) - restriction: || (&& (< monoandroid) (>= netcoreapp2.0) (< netcoreapp2.1) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (< net46) (< netcoreapp2.0) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (>= net462) (&& (< net6.0) (>= netstandard2.0)) (&& (>= netstandard2.0) (< netstandard2.1)) (&& (>= netstandard2.0) (>= uap10.1))
+    System.Memory (4.5.5) - restriction: || (&& (< monoandroid) (>= netcoreapp2.0) (< netcoreapp2.1) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (>= net462) (>= netstandard2.0)
       System.Buffers (>= 4.5.1) - restriction: || (&& (>= monoandroid) (< netstandard1.1)) (&& (< monoandroid) (< net45) (>= netstandard1.1) (< netstandard2.0) (< win8) (< wpa81)) (&& (< monoandroid) (< netstandard1.1) (>= portable-net45+win8+wpa81) (< win8)) (>= monotouch) (&& (>= net45) (< netstandard2.0)) (&& (< net45) (< netcoreapp2.0) (>= netstandard2.0)) (>= net461) (&& (< netstandard1.1) (>= win8)) (&& (< netstandard2.0) (< uap10.1) (>= wpa81)) (>= xamarinios) (>= xamarinmac) (>= xamarintvos) (>= xamarinwatchos)
       System.Numerics.Vectors (>= 4.4) - restriction: && (< net45) (< netcoreapp2.0) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
       System.Numerics.Vectors (>= 4.5) - restriction: >= net461
@@ -486,7 +487,7 @@ NUGET
       Microsoft.NETCore.Targets (>= 1.1) - restriction: && (< monoandroid) (< monotouch) (< net45) (>= netstandard1.0) (< win8) (< wp8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
       System.Reflection (>= 4.3) - restriction: && (< monoandroid) (< monotouch) (< net45) (>= netstandard1.0) (< win8) (< wp8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
       System.Runtime (>= 4.3) - restriction: && (< monoandroid) (< monotouch) (< net45) (>= netstandard1.0) (< win8) (< wp8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
-    System.Reflection.Metadata (7.0.1) - restriction: >= netstandard2.0
+    System.Reflection.Metadata (7.0.2) - restriction: >= netstandard2.0
       System.Collections.Immutable (>= 7.0) - restriction: || (>= net462) (>= netstandard2.0)
       System.Memory (>= 4.5.5) - restriction: || (>= net462) (&& (< net6.0) (>= netstandard2.0))
     System.Reflection.Primitives (4.3) - restriction: || (&& (< net45) (< netstandard1.2) (>= netstandard1.6) (< win8)) (&& (< net45) (< netstandard1.3) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (< netstandard1.4) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (< netstandard1.5) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (>= netstandard1.6) (< netstandard2.0) (< win8) (< wpa81)) (&& (< netstandard1.5) (>= netstandard1.6) (>= uap10.0)) (&& (>= netstandard1.6) (< portable-net45+win8+wpa81))
@@ -655,7 +656,7 @@ NUGET
       Microsoft.NETCore.Platforms (>= 1.1) - restriction: || (&& (< monoandroid) (< monotouch) (< net45) (>= netstandard1.3) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (< net45) (>= netstandard1.0) (< netstandard1.3) (< win8) (< wp8) (< wpa81))
       Microsoft.NETCore.Targets (>= 1.1) - restriction: || (&& (< monoandroid) (< monotouch) (< net45) (>= netstandard1.3) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (< net45) (>= netstandard1.0) (< netstandard1.3) (< win8) (< wp8) (< wpa81))
       System.Runtime (>= 4.3) - restriction: || (&& (< monoandroid) (< monotouch) (< net45) (>= netstandard1.3) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (< net45) (>= netstandard1.0) (< netstandard1.3) (< win8) (< wp8) (< wpa81))
-    System.Text.Encoding.CodePages (7.0) - restriction: >= netstandard2.0
+    System.Text.Encoding.CodePages (7.0) - restriction: && (< net6.0) (>= netstandard2.0)
       System.Memory (>= 4.5.5) - restriction: || (>= net462) (&& (< net6.0) (>= netstandard2.0))
       System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: || (>= net462) (&& (>= net6.0) (< net7.0)) (&& (< net6.0) (>= netstandard2.0))
     System.Text.Encoding.Extensions (4.3) - restriction: || (&& (< net45) (>= net46) (< netstandard1.4) (>= netstandard1.6)) (&& (< net45) (< netstandard1.2) (>= netstandard1.6) (< win8)) (&& (< net45) (< netstandard1.3) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (< netstandard1.4) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (< netstandard1.5) (>= netstandard1.6) (< win8) (< wpa81)) (&& (< net45) (>= netstandard1.6) (< netstandard2.0) (< win8) (< wpa81)) (&& (< netstandard1.5) (>= netstandard1.6) (>= uap10.0)) (&& (>= netstandard1.6) (< portable-net45+win8+wpa81))
@@ -761,59 +762,44 @@ NUGET
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       FSharp.Analyzers.SDK (>= 0.8) - restriction: >= net5.0
       FSharp.Core (>= 5.0.1) - restriction: >= net5.0
-    FSharp.Analyzers.SDK (0.11) - restriction: >= net5.0
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-      McMaster.NETCore.Plugins (>= 1.4) - restriction: >= net5.0
-    FSharp.Compiler.Service (43.7.300) - restriction: >= net5.0
-      FSharp.Core (7.0.300) - restriction: >= netstandard2.0
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       System.Reflection.Emit (>= 4.7) - restriction: >= netstandard2.0
-      System.Reflection.Metadata (>= 6.0.1) - restriction: >= netstandard2.0
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-    System.Reflection.Metadata (7.0.1) - restriction: >= net5.0
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-      System.Numerics.Vectors (>= 4.5) - restriction: || (>= net462) (&& (< net6.0) (>= netstandard2.0))
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 GROUP Build
 STORAGE: NONE
@@ -946,17 +932,18 @@ NUGET
     FSharp.Control.Reactive (5.0.5) - restriction: >= netstandard2.0
       FSharp.Core (>= 4.7.2) - restriction: >= netstandard2.0
       System.Reactive (>= 5.0 < 6.0) - restriction: >= netstandard2.0
-    FSharp.Core (7.0.300) - restriction: >= netstandard2.0
-    Microsoft.Build.Framework (17.6.3) - restriction: >= netstandard2.0
+    FSharp.Core (7.0.400) - restriction: >= netstandard2.0
+    Microsoft.Build.Framework (17.7.2) - restriction: >= netstandard2.0
       Microsoft.VisualStudio.Setup.Configuration.Interop (>= 3.2.2146) - restriction: >= net472
       Microsoft.Win32.Registry (>= 5.0) - restriction: && (< net472) (< net7.0) (>= netstandard2.0)
-      System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: >= net472
+      System.Memory (>= 4.5.5) - restriction: && (< net472) (< net7.0) (>= netstandard2.0)
+      System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: || (>= net472) (&& (< net7.0) (>= netstandard2.0))
       System.Security.Permissions (>= 7.0) - restriction: || (&& (< net472) (>= netstandard2.0)) (>= net7.0)
       System.Security.Principal.Windows (>= 5.0) - restriction: && (< net472) (< net7.0) (>= netstandard2.0)
-    Microsoft.Build.Utilities.Core (17.6.3) - restriction: >= netstandard2.0
-      Microsoft.Build.Framework (>= 17.6.3) - restriction: >= netstandard2.0
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+      Microsoft.Build.Framework (>= 17.7.2) - restriction: >= netstandard2.0
       Microsoft.IO.Redist (>= 6.0) - restriction: >= net472
-      Microsoft.NET.StringTools (>= 17.6.3) - restriction: >= netstandard2.0
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       System.Collections.Immutable (>= 7.0) - restriction: >= netstandard2.0
@@ -969,12 +956,12 @@ NUGET
     Microsoft.IO.Redist (6.0) - restriction: >= net472
       System.Buffers (>= 4.5.1) - restriction: >= net472
       System.Memory (>= 4.5.4) - restriction: >= net472
-    Microsoft.NET.StringTools (17.6.3) - restriction: >= netstandard2.0
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+    Microsoft.VisualStudio.Setup.Configuration.Interop (3.7.2175) - restriction: || (>= net472) (>= net7.0)
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@@ -982,25 +969,24 @@ NUGET
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     Microsoft.Win32.SystemEvents (7.0) - restriction: >= net6.0
     Mono.Posix.NETStandard (1.0) - restriction: >= netstandard2.0
-    MSBuild.StructuredLogger (2.1.820) - restriction: >= netstandard2.0
+    MSBuild.StructuredLogger (2.1.858) - restriction: >= netstandard2.0
       Microsoft.Build.Framework (>= 17.5) - restriction: >= netstandard2.0
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+    NuGet.Versioning (6.7) - restriction: >= netstandard2.0
     Octokit (0.48)
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@@ -1013,10 +999,9 @@ NUGET
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@@ -1026,7 +1011,7 @@ NUGET
     System.Reactive (5.0) - restriction: >= netstandard2.0
       System.Runtime.InteropServices.WindowsRuntime (>= 4.3) - restriction: && (< net472) (< netcoreapp3.1) (>= netstandard2.0)
       System.Threading.Tasks.Extensions (>= 4.5.4) - restriction: || (>= net472) (&& (< netcoreapp3.1) (>= netstandard2.0)) (>= uap10.1)
-    System.Runtime (4.3.1) - restriction: || (&& (< monoandroid) (< net45) (< netcoreapp3.1) (>= netstandard2.0) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (< net46) (< netstandard1.4) (>= netstandard2.0)) (&& (< monoandroid) (< net46) (< netstandard1.6) (>= netstandard2.0)) (&& (< monoandroid) (>= net5.0) (< netstandard1.4)) (&& (< monoandroid) (>= net5.0) (< netstandard1.6)) (&& (< monoandroid) (>= net5.0) (< netstandard2.0) (< xamarintvos) (< xamarinwatchos)) (&& (>= net46) (>= net5.0) (< netstandard1.4)) (&& (< net46) (>= net461) (< netstandard1.4) (>= netstandard2.0)) (&& (< net46) (>= net461) (< netstandard1.6) (>= netstandard2.0)) (&& (< net46) (>= net462) (< netstandard1.4) (>= netstandard2.0)) (&& (< net46) (>= net462) (< netstandard1.6) (>= netstandard2.0)) (&& (< net46) (>= net47) (>= netstandard2.0)) (&& (>= net461) (>= net5.0) (< netstandard1.4)) (&& (>= net461) (>= net5.0) (< netstandard1.6)) (&& (>= net462) (>= net5.0) (< netstandard1.4)) (&& (>= net462) (>= net5.0) (< netstandard1.6)) (&& (>= net463) (>= net5.0) (< netstandard1.4)) (&& (>= net463) (>= net5.0) (< netstandard1.6)) (&& (>= net463) (>= net5.0) (< netstandard2.0)) (&& (>= net463) (< netstandard1.4) (>= netstandard2.0)) (&& (>= net463) (< netstandard1.6) (>= netstandard2.0)) (&& (>= net47) (< net472) (>= netstandard2.0)) (&& (>= net47) (>= net5.0))
+    System.Runtime (4.3.1) - restriction: && (< monoandroid) (< net45) (< netcoreapp3.1) (>= netstandard2.0) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
       Microsoft.NETCore.Platforms (>= 1.1.1) - restriction: || (&& (< monoandroid) (< net45) (>= netstandard1.0) (< netstandard1.2) (< win8) (< wp8)) (&& (< monoandroid) (< net45) (>= netstandard1.2) (< netstandard1.3) (< win8) (< wpa81)) (&& (< monoandroid) (< net45) (>= netstandard1.3) (< netstandard1.5) (< win8) (< wpa81)) (&& (< monotouch) (< net45) (>= netstandard1.5) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos))
       Microsoft.NETCore.Targets (>= 1.1.3) - restriction: || (&& (< monoandroid) (< net45) (>= netstandard1.0) (< netstandard1.2) (< win8) (< wp8)) (&& (< monoandroid) (< net45) (>= netstandard1.2) (< netstandard1.3) (< win8) (< wpa81)) (&& (< monoandroid) (< net45) (>= netstandard1.3) (< netstandard1.5) (< win8) (< wpa81)) (&& (< monotouch) (< net45) (>= netstandard1.5) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos))
     System.Runtime.CompilerServices.Unsafe (6.0) - restriction: || (&& (>= monoandroid) (< netstandard1.1) (>= netstandard2.0)) (&& (< monoandroid) (>= netcoreapp2.0) (< netcoreapp2.1)) (&& (< monoandroid) (< netstandard1.0) (>= netstandard2.0) (< win8)) (&& (< monoandroid) (< netstandard1.1) (>= netstandard2.0) (< win8)) (&& (>= monotouch) (>= netstandard2.0)) (&& (< net45) (< netcoreapp2.0) (>= netstandard2.0)) (&& (< net45) (< netcoreapp2.1) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= net461) (>= netstandard2.0)) (&& (>= net462) (>= netcoreapp2.0)) (&& (>= net462) (>= netstandard2.0)) (&& (>= net462) (>= xamarinios)) (&& (>= net462) (>= xamarinmac)) (>= net472) (&& (>= net6.0) (< net7.0)) (&& (< net6.0) (>= netstandard2.0)) (&& (< net6.0) (>= xamarinios)) (&& (< net6.0) (>= xamarinmac)) (&& (< netstandard1.0) (>= netstandard2.0) (>= win8)) (&& (< netstandard1.1) (>= netstandard2.0) (>= win8)) (&& (>= netstandard2.0) (>= uap10.1)) (&& (>= netstandard2.0) (>= wp8))
@@ -1034,22 +1019,14 @@ NUGET
       System.Runtime (>= 4.3) - restriction: && (< monoandroid) (< monotouch) (< net45) (>= netstandard1.0) (< win8) (< wp8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
     System.Security.AccessControl (6.0) - restriction: || (&& (>= monoandroid) (< netstandard1.3) (>= netstandard2.0)) (&& (< monoandroid) (>= netcoreapp2.0)) (&& (>= monotouch) (>= netstandard2.0)) (&& (< net45) (>= net461) (>= netstandard2.0)) (&& (< net45) (< netcoreapp2.0) (>= netstandard2.0)) (&& (>= net462) (>= netstandard2.0)) (&& (< net6.0) (>= netstandard2.0)) (>= netcoreapp2.1) (&& (>= netstandard2.0) (>= uap10.1)) (&& (>= netstandard2.0) (>= xamarintvos)) (&& (>= netstandard2.0) (>= xamarinwatchos)) (>= xamarinios) (>= xamarinmac)
       System.Security.Principal.Windows (>= 5.0) - restriction: || (>= net461) (&& (< net6.0) (>= netstandard2.0))
-    System.Security.Cryptography.Algorithms (4.3.1) - restriction: || (&& (< monoandroid) (< net46) (< netstandard1.4) (>= netstandard2.0)) (&& (< monoandroid) (< net46) (< netstandard1.6) (>= netstandard2.0)) (&& (< monoandroid) (>= net5.0) (< netstandard1.4)) (&& (< monoandroid) (>= net5.0) (< netstandard1.6)) (&& (< monoandroid) (>= net5.0) (< netstandard2.0) (< xamarintvos) (< xamarinwatchos)) (&& (>= net46) (>= net5.0) (< netstandard1.4)) (&& (>= net46) (< netstandard1.4) (>= netstandard2.0)) (&& (>= net461) (< net462) (< netstandard1.6) (>= netstandard2.0)) (&& (>= net461) (>= net5.0) (< netstandard1.6)) (&& (>= net462) (>= net5.0) (< netstandard1.6)) (&& (>= net462) (< netstandard1.6) (>= netstandard2.0)) (&& (>= net47) (< net472) (>= netstandard2.0)) (&& (>= net47) (>= net5.0))
-      System.IO (>= 4.3) - restriction: || (&& (< monoandroid) (< net46) (>= netstandard1.3) (< netstandard1.4)) (&& (< monoandroid) (< net46) (>= netstandard1.4) (< netstandard1.6)) (&& (< monotouch) (< net46) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (>= net463)
-      System.Runtime (>= 4.3) - restriction: || (&& (< monoandroid) (< net46) (>= netstandard1.3) (< netstandard1.4)) (&& (< monoandroid) (< net46) (>= netstandard1.4) (< netstandard1.6)) (&& (< monotouch) (< net46) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (>= net463)
-      System.Security.Cryptography.Encoding (>= 4.3) - restriction: || (&& (< monotouch) (< net46) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (>= net463)
-      System.Security.Cryptography.Primitives (>= 4.3) - restriction: || (&& (< monoandroid) (< net46) (>= netstandard1.3) (< netstandard1.4)) (&& (< monoandroid) (< net46) (>= netstandard1.4) (< netstandard1.6)) (&& (< monotouch) (< net46) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= net46) (< netstandard1.4)) (&& (>= net461) (< netstandard1.6)) (>= net463)
-    System.Security.Cryptography.Cng (5.0) - restriction: || (&& (< net462) (>= netstandard2.0) (< netstandard2.1)) (&& (< net472) (>= netstandard2.0)) (>= net5.0) (&& (< net6.0) (>= netstandard2.1))
+    System.Security.Cryptography.Cng (5.0) - restriction: || (&& (< net462) (>= netstandard2.0) (< netstandard2.1)) (&& (>= net5.0) (< net6.0)) (&& (>= net5.0) (< netstandard2.1)) (&& (< net6.0) (>= netstandard2.1))
       Microsoft.NETCore.Platforms (>= 5.0) - restriction: && (< monoandroid) (>= netcoreapp2.0) (< netcoreapp2.1) (< netstandard2.1) (< xamarintvos) (< xamarinwatchos)
       System.Formats.Asn1 (>= 5.0) - restriction: && (>= netcoreapp3.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
-      System.Security.Cryptography.Algorithms (>= 4.3.1) - restriction: || (&& (< monoandroid) (< monotouch) (< net46) (>= netstandard1.6) (< netstandard2.0) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (< net46) (>= netstandard1.3) (< netstandard1.4)) (&& (< monoandroid) (< net46) (>= netstandard1.4) (< netstandard1.6) (< uap10.1)) (&& (>= net46) (< netstandard1.4)) (&& (>= net461) (< net462) (< netstandard1.6)) (&& (>= net462) (< netstandard1.6)) (>= net47)
-    System.Security.Cryptography.Encoding (4.3) - restriction: || (&& (< monoandroid) (< net46) (< netstandard1.4) (>= netstandard2.0)) (&& (< monoandroid) (< net46) (< netstandard1.6) (>= netstandard2.0)) (&& (< monoandroid) (>= net5.0) (< netstandard1.4)) (&& (< monoandroid) (>= net5.0) (< netstandard1.6)) (&& (< monoandroid) (>= net5.0) (< netstandard2.0) (< xamarintvos) (< xamarinwatchos)) (&& (>= net46) (>= net5.0) (< netstandard1.4)) (&& (< net46) (>= net461) (< netstandard1.6) (>= netstandard2.0)) (&& (< net46) (>= net462) (< netstandard1.6) (>= netstandard2.0)) (&& (< net46) (>= net47) (>= netstandard2.0)) (&& (>= net461) (>= net5.0) (< netstandard1.6)) (&& (>= net462) (>= net5.0) (< netstandard1.6)) (&& (>= net463) (>= net5.0) (< netstandard1.4)) (&& (>= net463) (>= net5.0) (< netstandard1.6)) (&& (>= net463) (>= net5.0) (< netstandard2.0)) (&& (>= net463) (< netstandard1.4) (>= netstandard2.0)) (&& (>= net463) (< netstandard1.6) (>= netstandard2.0)) (&& (>= net47) (< net472) (>= netstandard2.0)) (&& (>= net47) (>= net5.0))
-    System.Security.Cryptography.Pkcs (7.0.1) - restriction: || (&& (< net472) (>= netstandard2.0)) (>= net5.0)
+    System.Security.Cryptography.Pkcs (7.0.3) - restriction: || (&& (< net472) (>= netstandard2.0)) (>= net5.0)
       System.Buffers (>= 4.5.1) - restriction: && (< net462) (>= netstandard2.0) (< netstandard2.1)
       System.Formats.Asn1 (>= 7.0) - restriction: || (&& (< net462) (>= netstandard2.0)) (>= netstandard2.1)
       System.Memory (>= 4.5.5) - restriction: && (< net462) (>= netstandard2.0) (< netstandard2.1)
       System.Security.Cryptography.Cng (>= 5.0) - restriction: || (&& (< net462) (>= netstandard2.0) (< netstandard2.1)) (&& (< net6.0) (>= netstandard2.1))
-    System.Security.Cryptography.Primitives (4.3) - restriction: || (&& (< monoandroid) (< net46) (< netstandard1.4) (>= netstandard2.0)) (&& (< monoandroid) (< net46) (< netstandard1.6) (>= netstandard2.0)) (&& (< monoandroid) (>= net5.0) (< netstandard1.4)) (&& (< monoandroid) (>= net5.0) (< netstandard1.6)) (&& (< monoandroid) (>= net5.0) (< netstandard2.0) (< xamarintvos) (< xamarinwatchos)) (&& (>= net46) (>= net5.0) (< netstandard1.4)) (&& (>= net46) (< netstandard1.4) (>= netstandard2.0)) (&& (< net46) (>= net461) (< netstandard1.6) (>= netstandard2.0)) (&& (< net46) (>= net47) (>= netstandard2.0)) (&& (>= net461) (< net462) (< netstandard1.6) (>= netstandard2.0)) (&& (>= net461) (>= net5.0) (< netstandard1.4)) (&& (>= net461) (>= net5.0) (< netstandard1.6)) (&& (>= net461) (< netstandard1.4) (>= netstandard2.0)) (&& (>= net462) (>= net5.0) (< netstandard1.4)) (&& (>= net462) (>= net5.0) (< netstandard1.6)) (&& (>= net462) (< netstandard1.4) (>= netstandard2.0)) (&& (>= net462) (< netstandard1.6) (>= netstandard2.0)) (&& (>= net463) (>= net5.0) (< netstandard1.4)) (&& (>= net463) (>= net5.0) (< netstandard1.6)) (&& (>= net463) (>= net5.0) (< netstandard2.0)) (&& (>= net463) (< netstandard1.4) (>= netstandard2.0)) (&& (>= net463) (< netstandard1.6) (>= netstandard2.0)) (&& (>= net47) (< net472) (>= netstandard2.0)) (&& (>= net47) (>= net5.0)) (&& (>= net47) (< netstandard1.4) (>= netstandard2.0)) (&& (>= net47) (< netstandard1.6) (>= netstandard2.0))
     System.Security.Cryptography.ProtectedData (7.0.1) - restriction: || (&& (< net462) (>= netstandard2.0)) (&& (< net472) (>= netstandard2.0)) (>= net6.0)
       System.Memory (>= 4.5.5) - restriction: && (< net462) (< net6.0) (>= netstandard2.0)
     System.Security.Permissions (7.0) - restriction: >= netstandard2.0
@@ -1097,7 +1074,7 @@ NUGET
       Fable.Browser.Event (>= 1.5) - restriction: >= netstandard2.0
       Fable.Core (>= 3.0) - restriction: >= netstandard2.0
       FSharp.Core (>= 4.7.2) - restriction: >= netstandard2.0
-    Fable.Core (4.0) - restriction: >= netstandard2.0
+    Fable.Core (4.1) - restriction: >= netstandard2.0
     Fable.React (9.3)
       Fable.React.Types (>= 18.3) - restriction: >= netstandard2.0
       Fable.ReactDom.Types (>= 18.2) - restriction: >= netstandard2.0
@@ -1190,22 +1167,23 @@ NUGET
       System.Runtime.Loader (>= 4.0) - restriction: && (< net461) (>= netstandard2.0)
       System.Security.Cryptography.Algorithms (>= 4.3) - restriction: && (< net461) (>= netstandard2.0)
       System.ValueTuple (>= 4.4) - restriction: >= net461
-    FSharp.Core (7.0.300)
+    FSharp.Core (7.0.400)
     FSharp.Formatting (4.0.0-rc1)
       FSharp.Compiler.Service (>= 34.1) - restriction: >= netstandard2.0
     FSharp.Literate (4.0.0-rc1)
       FSharp.Compiler.Service (>= 34.1) - restriction: >= netstandard2.0
       FSharp.Core (>= 4.7) - restriction: >= netstandard2.0
-    Microsoft.Build.Framework (17.6.3) - restriction: >= netstandard2.0
+    Microsoft.Build.Framework (17.7.2) - restriction: >= netstandard2.0
       Microsoft.VisualStudio.Setup.Configuration.Interop (>= 3.2.2146) - restriction: >= net472
       Microsoft.Win32.Registry (>= 5.0) - restriction: && (< net472) (< net7.0) (>= netstandard2.0)
-      System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: >= net472
+      System.Memory (>= 4.5.5) - restriction: && (< net472) (< net7.0) (>= netstandard2.0)
+      System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: || (>= net472) (&& (< net7.0) (>= netstandard2.0))
       System.Security.Permissions (>= 7.0) - restriction: || (&& (< net472) (>= netstandard2.0)) (>= net7.0)
       System.Security.Principal.Windows (>= 5.0) - restriction: && (< net472) (< net7.0) (>= netstandard2.0)
-    Microsoft.Build.Utilities.Core (17.6.3) - restriction: >= netstandard2.0
-      Microsoft.Build.Framework (>= 17.6.3) - restriction: >= netstandard2.0
+    Microsoft.Build.Utilities.Core (17.7.2) - restriction: >= netstandard2.0
+      Microsoft.Build.Framework (>= 17.7.2) - restriction: >= netstandard2.0
       Microsoft.IO.Redist (>= 6.0) - restriction: >= net472
-      Microsoft.NET.StringTools (>= 17.6.3) - restriction: >= netstandard2.0
+      Microsoft.NET.StringTools (>= 17.7.2) - restriction: >= netstandard2.0
       Microsoft.VisualStudio.Setup.Configuration.Interop (>= 3.2.2146) - restriction: || (>= net472) (>= net7.0)
       Microsoft.Win32.Registry (>= 5.0) - restriction: && (< net472) (< net7.0) (>= netstandard2.0)
       System.Collections.Immutable (>= 7.0) - restriction: >= netstandard2.0
@@ -1218,12 +1196,12 @@ NUGET
     Microsoft.IO.Redist (6.0) - restriction: >= net472
       System.Buffers (>= 4.5.1) - restriction: >= net472
       System.Memory (>= 4.5.4) - restriction: >= net472
-    Microsoft.NET.StringTools (17.6.3) - restriction: >= netstandard2.0
+    Microsoft.NET.StringTools (17.7.2) - restriction: >= netstandard2.0
       System.Memory (>= 4.5.5) - restriction: || (>= net472) (&& (< net7.0) (>= netstandard2.0))
       System.Runtime.CompilerServices.Unsafe (>= 6.0) - restriction: || (>= net472) (&& (< net7.0) (>= netstandard2.0))
-    Microsoft.NETCore.Platforms (7.0.2) - restriction: || (&& (>= monoandroid) (>= netcoreapp2.0) (< netstandard1.3)) (&& (>= monoandroid) (>= netcoreapp2.1) (< netstandard1.3)) (&& (< monoandroid) (< net45) (< netstandard1.2) (>= netstandard2.0) (< win8)) (&& (< monoandroid) (< net45) (< netstandard1.3) (>= netstandard2.0) (< win8) (< wpa81)) (&& (< monoandroid) (< net45) (< netstandard1.5) (>= netstandard2.0) (< win8) (< wpa81)) (&& (< monoandroid) (>= net5.0) (< netcoreapp2.1) (< netstandard2.1) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (>= netcoreapp2.0) (< netcoreapp2.1) (< netstandard2.1) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (>= netcoreapp2.0) (< netcoreapp2.1) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= monotouch) (>= netcoreapp2.0)) (&& (>= monotouch) (>= netcoreapp2.1)) (&& (< net45) (>= netstandard2.0) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (< net46) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= net461) (>= netcoreapp2.0)) (&& (>= net461) (>= netcoreapp2.1)) (&& (>= netcoreapp2.0) (>= uap10.1)) (&& (< netcoreapp2.0) (>= netcoreapp2.1) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= netcoreapp2.1) (< netcoreapp3.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= netcoreapp2.1) (>= uap10.1))
+    Microsoft.NETCore.Platforms (7.0.4) - restriction: || (&& (>= monoandroid) (>= netcoreapp2.0) (< netstandard1.3)) (&& (>= monoandroid) (>= netcoreapp2.1) (< netstandard1.3)) (&& (< monoandroid) (< net45) (< netstandard1.2) (>= netstandard2.0) (< win8)) (&& (< monoandroid) (< net45) (< netstandard1.3) (>= netstandard2.0) (< win8) (< wpa81)) (&& (< monoandroid) (< net45) (< netstandard1.5) (>= netstandard2.0) (< win8) (< wpa81)) (&& (< monoandroid) (>= net5.0) (< netcoreapp2.1) (< netstandard2.1) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (>= netcoreapp2.0) (< netcoreapp2.1) (< netstandard2.1) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (>= netcoreapp2.0) (< netcoreapp2.1) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= monotouch) (>= netcoreapp2.0)) (&& (>= monotouch) (>= netcoreapp2.1)) (&& (< net45) (>= netstandard2.0) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (< net46) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= net461) (>= netcoreapp2.0)) (&& (>= net461) (>= netcoreapp2.1)) (&& (>= netcoreapp2.0) (>= uap10.1)) (&& (< netcoreapp2.0) (>= netcoreapp2.1) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= netcoreapp2.1) (< netcoreapp3.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= netcoreapp2.1) (>= uap10.1))
     Microsoft.NETCore.Targets (5.0) - restriction: || (&& (< monoandroid) (< net45) (< netstandard1.2) (>= netstandard2.0) (< win8)) (&& (< monoandroid) (< net45) (< netstandard1.3) (>= netstandard2.0) (< win8) (< wpa81)) (&& (< monoandroid) (< net45) (< netstandard1.5) (>= netstandard2.0) (< win8) (< wpa81)) (&& (< net45) (>= netstandard2.0) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (< net46) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos))
-    Microsoft.VisualStudio.Setup.Configuration.Interop (3.6.2115) - restriction: || (>= net472) (>= net7.0)
+    Microsoft.VisualStudio.Setup.Configuration.Interop (3.7.2175) - restriction: || (>= net472) (>= net7.0)
     Microsoft.Win32.Primitives (4.3) - restriction: && (< net46) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
       Microsoft.NETCore.Platforms (>= 1.1) - restriction: && (< monoandroid) (< monotouch) (< net46) (>= netstandard1.3) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
       Microsoft.NETCore.Targets (>= 1.1) - restriction: && (< monoandroid) (< monotouch) (< net46) (>= netstandard1.3) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
@@ -1235,25 +1213,24 @@ NUGET
       System.Security.Principal.Windows (>= 5.0) - restriction: || (&& (>= monoandroid) (< netstandard1.3)) (&& (< monoandroid) (>= netcoreapp2.0)) (>= monotouch) (&& (< net46) (< netcoreapp2.0) (>= netstandard2.0)) (>= net461) (>= netcoreapp2.1) (>= uap10.1) (>= xamarinios) (>= xamarinmac) (>= xamarintvos) (>= xamarinwatchos)
     Microsoft.Win32.SystemEvents (7.0) - restriction: >= net6.0
     Mono.Posix.NETStandard (1.0) - restriction: >= netstandard2.0
-    MSBuild.StructuredLogger (2.1.820) - restriction: >= netstandard2.0
+    MSBuild.StructuredLogger (2.1.858) - restriction: >= netstandard2.0
       Microsoft.Build.Framework (>= 17.5) - restriction: >= netstandard2.0
       Microsoft.Build.Utilities.Core (>= 17.5) - restriction: >= netstandard2.0
     Newtonsoft.Json (13.0.3) - restriction: >= netstandard2.0
-    NuGet.Common (6.6) - restriction: >= netstandard2.0
-      NuGet.Frameworks (>= 6.6) - restriction: >= netstandard2.0
-    NuGet.Configuration (6.6) - restriction: >= netstandard2.0
-      NuGet.Common (>= 6.6) - restriction: >= netstandard2.0
+    NuGet.Common (6.7) - restriction: >= netstandard2.0
+      NuGet.Frameworks (>= 6.7) - restriction: >= netstandard2.0
+    NuGet.Configuration (6.7) - restriction: >= netstandard2.0
+      NuGet.Common (>= 6.7) - restriction: >= netstandard2.0
       System.Security.Cryptography.ProtectedData (>= 4.4) - restriction: && (< net472) (>= netstandard2.0)
-    NuGet.Frameworks (6.6) - restriction: >= netstandard2.0
-    NuGet.Packaging (6.6) - restriction: >= netstandard2.0
+    NuGet.Frameworks (6.7) - restriction: >= netstandard2.0
+    NuGet.Packaging (6.7) - restriction: >= netstandard2.0
       Newtonsoft.Json (>= 13.0.1) - restriction: >= netstandard2.0
-      NuGet.Configuration (>= 6.6) - restriction: >= netstandard2.0
-      NuGet.Versioning (>= 6.6) - restriction: >= netstandard2.0
-      System.Security.Cryptography.Cng (>= 5.0) - restriction: || (&& (< net472) (>= netstandard2.0)) (>= net5.0)
-      System.Security.Cryptography.Pkcs (>= 5.0) - restriction: || (&& (< net472) (>= netstandard2.0)) (>= net5.0)
-    NuGet.Protocol (6.6) - restriction: >= netstandard2.0
-      NuGet.Packaging (>= 6.6) - restriction: >= netstandard2.0
-    NuGet.Versioning (6.6) - restriction: >= netstandard2.0
+      NuGet.Configuration (>= 6.7) - restriction: >= netstandard2.0
+      NuGet.Versioning (>= 6.7) - restriction: >= netstandard2.0
+      System.Security.Cryptography.Pkcs (>= 6.0.4) - restriction: || (&& (< net472) (>= netstandard2.0)) (>= net5.0)
+    NuGet.Protocol (6.7) - restriction: >= netstandard2.0
+      NuGet.Packaging (>= 6.7) - restriction: >= netstandard2.0
+    NuGet.Versioning (6.7) - restriction: >= netstandard2.0
     runtime.debian.8-x64.runtime.native.System.Security.Cryptography.OpenSsl (4.3.3) - restriction: && (< net46) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
     runtime.debian.9-x64.runtime.native.System.Security.Cryptography.OpenSsl (4.3.3) - restriction: && (< net46) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
     runtime.fedora.23-x64.runtime.native.System.Security.Cryptography.OpenSsl (4.3.3) - restriction: && (< net46) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
@@ -1357,7 +1334,7 @@ NUGET
       System.Runtime (>= 4.3) - restriction: || (&& (< monoandroid) (< net45) (>= netstandard1.1) (< netstandard1.2) (< win8)) (&& (< monoandroid) (< net45) (>= netstandard1.2) (< netstandard1.3) (< win8) (< wpa81)) (&& (< monoandroid) (< net45) (>= netstandard1.3) (< netstandard1.5) (< win8) (< wpa81)) (&& (< monotouch) (< net45) (>= netstandard1.5) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos))
     System.Drawing.Common (7.0) - restriction: >= net6.0
       Microsoft.Win32.SystemEvents (>= 7.0) - restriction: >= net6.0
-    System.Formats.Asn1 (7.0) - restriction: || (&& (< net462) (>= netstandard2.0)) (&& (>= net5.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= netcoreapp3.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (>= netstandard2.1)
+    System.Formats.Asn1 (7.0) - restriction: || (&& (< net462) (>= netstandard2.0)) (&& (>= net5.0) (< xamarintvos) (< xamarinwatchos)) (&& (>= netcoreapp3.0) (< xamarintvos) (< xamarinwatchos)) (>= netstandard2.1)
       System.Buffers (>= 4.5.1) - restriction: || (>= net462) (&& (< net6.0) (>= netstandard2.0))
       System.Memory (>= 4.5.5) - restriction: || (>= net462) (&& (< net6.0) (>= netstandard2.0))
     System.Globalization (4.3) - restriction: || (&& (< monoandroid) (< net45) (>= netstandard2.0) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (< net46) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos))
@@ -1402,7 +1379,7 @@ NUGET
     System.Reflection.Emit (4.7) - restriction: && (< net461) (>= netstandard2.0)
       System.Reflection.Emit.ILGeneration (>= 4.7) - restriction: || (&& (< monoandroid) (< monotouch) (< net45) (>= netstandard1.1) (< netstandard2.0) (< win8) (< wpa81) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (< net45) (< netcoreapp2.0) (>= netstandard2.0) (< netstandard2.1) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (< netstandard1.1) (>= portable-net45+win8+wpa81) (< win8)) (&& (< netstandard1.1) (>= win8)) (&& (< netstandard2.0) (>= wpa81)) (>= uap10.1)
     System.Reflection.Emit.ILGeneration (4.7) - restriction: || (&& (< monoandroid) (< net45) (< netcoreapp2.0) (>= netstandard2.0) (< netstandard2.1) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (< netstandard1.1) (>= netstandard2.0) (< win8)) (&& (< netstandard1.1) (>= netstandard2.0) (>= win8)) (&& (>= netstandard2.0) (>= uap10.1))
-    System.Reflection.Metadata (7.0.1) - restriction: || (>= net461) (>= netstandard2.0)
+    System.Reflection.Metadata (7.0.2) - restriction: || (>= net461) (>= netstandard2.0)
       System.Collections.Immutable (>= 7.0) - restriction: || (>= net462) (>= netstandard2.0)
       System.Memory (>= 4.5.5) - restriction: || (>= net462) (&& (< net6.0) (>= netstandard2.0))
     System.Reflection.Primitives (4.3) - restriction: || (&& (< monoandroid) (< net45) (< netstandard1.3) (>= netstandard2.0) (< win8) (< wpa81)) (&& (< monoandroid) (< net45) (< netstandard1.5) (>= netstandard2.0) (< win8) (< wpa81)) (&& (< net45) (>= netstandard2.0) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos))
@@ -1446,7 +1423,7 @@ NUGET
       System.Runtime.Extensions (>= 4.3) - restriction: && (< monoandroid) (< monotouch) (< net45) (>= netstandard1.3) (< win8) (< wpa81) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
     System.Security.AccessControl (6.0) - restriction: || (&& (>= monoandroid) (< netstandard1.3) (>= netstandard2.0)) (&& (< monoandroid) (>= netcoreapp2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= monotouch) (>= netstandard2.0)) (&& (< net46) (>= net461) (>= netstandard2.0)) (&& (< net46) (< netcoreapp2.0) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= net462) (>= netstandard2.0)) (&& (< net6.0) (>= netstandard2.0)) (&& (>= netcoreapp2.1) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= netstandard2.0) (>= uap10.1))
       System.Security.Principal.Windows (>= 5.0) - restriction: || (>= net461) (&& (< net6.0) (>= netstandard2.0))
-    System.Security.Cryptography.Algorithms (4.3.1) - restriction: || (&& (< monoandroid) (< net46) (< netstandard1.4) (>= netstandard2.0)) (&& (< monoandroid) (< net46) (< netstandard1.6) (>= netstandard2.0)) (&& (< monoandroid) (>= net5.0) (< netstandard1.4)) (&& (< monoandroid) (>= net5.0) (< netstandard1.6)) (&& (< monoandroid) (>= net5.0) (< netstandard2.0) (< xamarintvos) (< xamarinwatchos)) (&& (>= net46) (>= net5.0) (< netstandard1.4)) (&& (>= net46) (< netstandard1.4) (>= netstandard2.0)) (&& (>= net461) (< net462) (< netstandard1.6) (>= netstandard2.0)) (&& (>= net461) (>= net5.0) (< netstandard1.6)) (&& (< net461) (>= netstandard2.0)) (&& (>= net462) (>= net5.0) (< netstandard1.6)) (&& (>= net462) (< netstandard1.6) (>= netstandard2.0)) (&& (>= net47) (< net472) (>= netstandard2.0)) (&& (>= net47) (>= net5.0))
+    System.Security.Cryptography.Algorithms (4.3.1) - restriction: && (< net461) (>= netstandard2.0)
       Microsoft.NETCore.Platforms (>= 1.1) - restriction: && (< monotouch) (< net46) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
       runtime.native.System.Security.Cryptography.Apple (>= 4.3.1) - restriction: && (< monotouch) (< net46) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
       runtime.native.System.Security.Cryptography.OpenSsl (>= 4.3.2) - restriction: && (< monotouch) (< net46) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
@@ -1461,10 +1438,9 @@ NUGET
       System.Security.Cryptography.Encoding (>= 4.3) - restriction: || (&& (< monotouch) (< net46) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (>= net463)
       System.Security.Cryptography.Primitives (>= 4.3) - restriction: || (&& (< monoandroid) (< net46) (>= netstandard1.3) (< netstandard1.4)) (&& (< monoandroid) (< net46) (>= netstandard1.4) (< netstandard1.6)) (&& (< monotouch) (< net46) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (>= net46) (< netstandard1.4)) (&& (>= net461) (< netstandard1.6)) (>= net463)
       System.Text.Encoding (>= 4.3) - restriction: && (< monotouch) (< net46) (>= netstandard1.6) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
-    System.Security.Cryptography.Cng (5.0) - restriction: || (&& (< net462) (>= netstandard2.0) (< netstandard2.1)) (&& (< net472) (>= netstandard2.0)) (>= net5.0) (&& (< net6.0) (>= netstandard2.1))
+    System.Security.Cryptography.Cng (5.0) - restriction: || (&& (< net462) (>= netstandard2.0) (< netstandard2.1)) (&& (>= net5.0) (< net6.0)) (&& (>= net5.0) (< netstandard2.1)) (&& (< net6.0) (>= netstandard2.1))
       Microsoft.NETCore.Platforms (>= 5.0) - restriction: && (< monoandroid) (>= netcoreapp2.0) (< netcoreapp2.1) (< netstandard2.1) (< xamarintvos) (< xamarinwatchos)
       System.Formats.Asn1 (>= 5.0) - restriction: && (>= netcoreapp3.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
-      System.Security.Cryptography.Algorithms (>= 4.3.1) - restriction: || (&& (< monoandroid) (< monotouch) (< net46) (>= netstandard1.6) (< netstandard2.0) (< xamarintvos) (< xamarinwatchos)) (&& (< monoandroid) (< net46) (>= netstandard1.3) (< netstandard1.4)) (&& (< monoandroid) (< net46) (>= netstandard1.4) (< netstandard1.6) (< uap10.1)) (&& (>= net46) (< netstandard1.4)) (&& (>= net461) (< net462) (< netstandard1.6)) (&& (>= net462) (< netstandard1.6)) (>= net47)
     System.Security.Cryptography.Encoding (4.3) - restriction: || (&& (< net46) (>= netstandard2.0) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)) (&& (< net461) (>= net463) (>= netstandard2.0))
       Microsoft.NETCore.Platforms (>= 1.1) - restriction: && (< monoandroid) (< monotouch) (< net46) (>= netstandard1.3) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
       runtime.native.System.Security.Cryptography.OpenSsl (>= 4.3) - restriction: && (< monoandroid) (< monotouch) (< net46) (>= netstandard1.3) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
@@ -1478,7 +1454,7 @@ NUGET
       System.Runtime.InteropServices (>= 4.3) - restriction: && (< monoandroid) (< monotouch) (< net46) (>= netstandard1.3) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
       System.Security.Cryptography.Primitives (>= 4.3) - restriction: && (< monoandroid) (< monotouch) (< net46) (>= netstandard1.3) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
       System.Text.Encoding (>= 4.3) - restriction: && (< monoandroid) (< monotouch) (< net46) (>= netstandard1.3) (< xamarinios) (< xamarinmac) (< xamarintvos) (< xamarinwatchos)
-    System.Security.Cryptography.Pkcs (7.0.1) - restriction: || (&& (< net472) (>= netstandard2.0)) (>= net5.0)
+    System.Security.Cryptography.Pkcs (7.0.3) - restriction: || (&& (< net472) (>= netstandard2.0)) (>= net5.0)
       System.Buffers (>= 4.5.1) - restriction: && (< net462) (>= netstandard2.0) (< netstandard2.1)
       System.Formats.Asn1 (>= 7.0) - restriction: || (&& (< net462) (>= netstandard2.0)) (>= netstandard2.1)
       System.Memory (>= 4.5.5) - restriction: && (< net462) (>= netstandard2.0) (< netstandard2.1)
diff --git a/src/GraphBLAS-sharp.Backend/Algorithms/Algorithms.fs b/src/GraphBLAS-sharp.Backend/Algorithms/Algorithms.fs
new file mode 100644
index 00000000..f46a35cd
--- /dev/null
+++ b/src/GraphBLAS-sharp.Backend/Algorithms/Algorithms.fs
@@ -0,0 +1,16 @@
+namespace GraphBLAS.FSharp
+
+open Microsoft.FSharp.Core
+open GraphBLAS.FSharp.Backend.Algorithms
+
+[<RequireQualifiedAccess>]
+module Algorithms =
+    module BFS =
+        let singleSource = BFS.singleSource
+
+        let singleSourceSparse = BFS.singleSourceSparse
+
+        let singleSourcePushPull = BFS.singleSourcePushPull
+
+    module SSSP =
+        let singleSource = SSSP.run
diff --git a/src/GraphBLAS-sharp.Backend/Algorithms/BFS.fs b/src/GraphBLAS-sharp.Backend/Algorithms/BFS.fs
index 9896a557..29384a87 100644
--- a/src/GraphBLAS-sharp.Backend/Algorithms/BFS.fs
+++ b/src/GraphBLAS-sharp.Backend/Algorithms/BFS.fs
@@ -1,18 +1,15 @@
 namespace GraphBLAS.FSharp.Backend.Algorithms
 
-open GraphBLAS.FSharp.Backend
 open Brahma.FSharp
 open FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.Backend.Vector
-open GraphBLAS.FSharp.Backend.Vector.Dense
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClCell
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 
-module BFS =
+module internal BFS =
     let singleSource
         (add: Expr<int option -> int option -> int option>)
         (mul: Expr<'a option -> int option -> int option>)
@@ -20,54 +17,218 @@ module BFS =
         workGroupSize
         =
 
-        let spMVTo =
-            SpMV.runTo add mul clContext workGroupSize
+        let spMVInPlace =
+            Operations.SpMVInPlace add mul clContext workGroupSize
 
         let zeroCreate =
-            ClArray.zeroCreate clContext workGroupSize
+            Vector.zeroCreate clContext workGroupSize
 
         let ofList = Vector.ofList clContext workGroupSize
 
-        let maskComplementedTo =
+        let maskComplementedInPlace =
             Vector.map2InPlace Mask.complementedOp clContext workGroupSize
 
         let fillSubVectorTo =
-            Vector.assignByMaskInPlace (Convert.assignToOption Mask.assign) clContext workGroupSize
+            Vector.assignByMaskInPlace Mask.assign clContext workGroupSize
 
         let containsNonZero =
-            ClArray.exists Predicates.isSome clContext workGroupSize
+            Vector.exists Predicates.isSome clContext workGroupSize
 
-        fun (queue: MailboxProcessor<Msg>) (matrix: ClMatrix.CSR<'a>) (source: int) ->
+        fun (queue: MailboxProcessor<Msg>) (matrix: ClMatrix<'a>) (source: int) ->
             let vertexCount = matrix.RowCount
 
-            let levels = zeroCreate queue HostInterop vertexCount
+            let levels =
+                zeroCreate queue DeviceOnly vertexCount Dense
 
-            let frontier =
+            let front =
                 ofList queue DeviceOnly Dense vertexCount [ source, 1 ]
 
-            match frontier with
-            | ClVector.Dense front ->
+            let mutable level = 0
+            let mutable stop = false
 
-                let mutable level = 0
-                let mutable stop = false
+            while not stop do
+                level <- level + 1
 
-                while not stop do
-                    level <- level + 1
+                //Assigning new level values
+                fillSubVectorTo queue levels front level
 
-                    //Assigning new level values
-                    fillSubVectorTo queue levels front (clContext.CreateClCell level) levels
+                //Getting new frontier
+                spMVInPlace queue matrix front front
 
+                maskComplementedInPlace queue front levels
+
+                //Checking if front is empty
+                stop <-
+                    not
+                    <| (containsNonZero queue front).ToHostAndFree queue
+
+            front.Dispose queue
+
+            levels
+
+    let singleSourceSparse
+        (add: Expr<bool option -> bool option -> bool option>)
+        (mul: Expr<bool option -> bool option -> bool option>)
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        let spMSpV =
+            Operations.SpMSpVBool add mul clContext workGroupSize
+
+        let zeroCreate =
+            Vector.zeroCreate clContext workGroupSize
+
+        let ofList = Vector.ofList clContext workGroupSize
+
+        let maskComplemented =
+            Vector.map2Sparse Mask.complementedOp clContext workGroupSize
+
+        let fillSubVectorTo =
+            Vector.assignByMaskInPlace Mask.assign clContext workGroupSize
+
+        fun (queue: MailboxProcessor<Msg>) (matrix: ClMatrix<bool>) (source: int) ->
+            let vertexCount = matrix.RowCount
+
+            let levels =
+                zeroCreate queue DeviceOnly vertexCount Dense
+
+            let mutable front =
+                ofList queue DeviceOnly Sparse vertexCount [ source, true ]
+
+            let mutable level = 0
+            let mutable stop = false
+
+            while not stop do
+                level <- level + 1
+
+                //Assigning new level values
+                fillSubVectorTo queue levels front level
+
+                //Getting new frontier
+                match spMSpV queue matrix front with
+                | None ->
+                    front.Dispose queue
+                    stop <- true
+                | Some newFrontier ->
+                    front.Dispose queue
+                    //Filtering visited vertices
+                    match maskComplemented queue DeviceOnly newFrontier levels with
+                    | None ->
+                        stop <- true
+                        newFrontier.Dispose queue
+                    | Some f ->
+                        front <- f
+                        newFrontier.Dispose queue
+
+            levels
+
+
+    let singleSourcePushPull
+        (add: Expr<bool option -> bool option -> bool option>)
+        (mul: Expr<bool option -> bool option -> bool option>)
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        let spMVInPlace =
+            Operations.SpMVInPlace add mul clContext workGroupSize
+
+        let spMSpV =
+            Operations.SpMSpVBool add mul clContext workGroupSize
+
+        let zeroCreate =
+            Vector.zeroCreate clContext workGroupSize
+
+        let ofList = Vector.ofList clContext workGroupSize
+
+        let maskComplementedInPlace =
+            Vector.map2InPlace Mask.complementedOp clContext workGroupSize
+
+        let maskComplemented =
+            Vector.map2Sparse Mask.complementedOp clContext workGroupSize
+
+        let fillSubVectorInPlace =
+            Vector.assignByMaskInPlace (Mask.assign) clContext workGroupSize
+
+        let toSparse = Vector.toSparse clContext workGroupSize
+
+        let toDense = Vector.toDense clContext workGroupSize
+
+        let countNNZ =
+            ClArray.count Predicates.isSome clContext workGroupSize
+
+        //Push or pull functions
+        let getNNZ (queue: MailboxProcessor<Msg>) (v: ClVector<bool>) =
+            match v with
+            | ClVector.Sparse v -> v.NNZ
+            | ClVector.Dense v -> countNNZ queue v
+
+        let SPARSITY = 0.001f
+
+        let push nnz size =
+            (float32 nnz) / (float32 size) <= SPARSITY
+
+        fun (queue: MailboxProcessor<Msg>) (matrix: ClMatrix<bool>) (source: int) ->
+            let vertexCount = matrix.RowCount
+
+            let levels =
+                zeroCreate queue DeviceOnly vertexCount Dense
+
+            let mutable frontier =
+                ofList queue DeviceOnly Sparse vertexCount [ source, true ]
+
+            let mutable level = 0
+            let mutable stop = false
+
+            while not stop do
+                level <- level + 1
+
+                //Assigning new level values
+                fillSubVectorInPlace queue levels frontier level
+
+                match frontier with
+                | ClVector.Sparse _ ->
+                    //Getting new frontier
+                    match spMSpV queue matrix frontier with
+                    | None ->
+                        frontier.Dispose queue
+                        stop <- true
+                    | Some newFrontier ->
+                        frontier.Dispose queue
+                        //Filtering visited vertices
+                        match maskComplemented queue DeviceOnly newFrontier levels with
+                        | None ->
+                            stop <- true
+                            newFrontier.Dispose queue
+                        | Some newMaskedFrontier ->
+                            newFrontier.Dispose queue
+
+                            //Push/pull
+                            let NNZ = getNNZ queue newMaskedFrontier
+
+                            if (push NNZ newMaskedFrontier.Size) then
+                                frontier <- newMaskedFrontier
+                            else
+                                frontier <- toDense queue DeviceOnly newMaskedFrontier
+                                newMaskedFrontier.Dispose queue
+                | ClVector.Dense oldFrontier ->
                     //Getting new frontier
-                    spMVTo queue matrix front front
+                    spMVInPlace queue matrix frontier frontier
+
+                    maskComplementedInPlace queue frontier levels
 
-                    maskComplementedTo queue front levels front
+                    //Emptiness check
+                    let NNZ = getNNZ queue frontier
 
-                    //Checking if front is empty
-                    stop <-
-                        not
-                        <| (containsNonZero queue front).ToHostAndFree queue
+                    stop <- NNZ = 0
 
-                front.Free queue
+                    //Push/pull
+                    if not stop then
+                        if (push NNZ frontier.Size) then
+                            frontier <- toSparse queue DeviceOnly frontier
+                            oldFrontier.Free queue
+                    else
+                        frontier.Dispose queue
 
-                levels
-            | _ -> failwith "Not implemented"
+            levels
diff --git a/src/GraphBLAS-sharp.Backend/Algorithms/SSSP.fs b/src/GraphBLAS-sharp.Backend/Algorithms/SSSP.fs
new file mode 100644
index 00000000..251f7866
--- /dev/null
+++ b/src/GraphBLAS-sharp.Backend/Algorithms/SSSP.fs
@@ -0,0 +1,81 @@
+namespace GraphBLAS.FSharp.Backend.Algorithms
+
+open Brahma.FSharp
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Backend.Quotes
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
+
+module SSSP =
+    let run (clContext: ClContext) workGroupSize =
+
+        let less = ArithmeticOperations.less<int>
+        let min = ArithmeticOperations.min<int>
+        let plus = ArithmeticOperations.intSumAsMul
+
+        let spMVInPlace =
+            Operations.SpMVInPlace min plus clContext workGroupSize
+
+        let create = ClArray.create clContext workGroupSize
+
+        let ofList = Vector.ofList clContext workGroupSize
+
+        let eWiseMulLess =
+            Vector.map2To less clContext workGroupSize
+
+        let eWiseAddMin =
+            Vector.map2To min clContext workGroupSize
+
+        let filter =
+            Vector.map2To Mask.op clContext workGroupSize
+
+        let containsNonZero =
+            Vector.exists Predicates.isSome clContext workGroupSize
+
+        fun (queue: MailboxProcessor<Msg>) (matrix: ClMatrix<int>) (source: int) ->
+            let vertexCount = matrix.RowCount
+
+            //None is System.Int32.MaxValue
+            let distance =
+                ofList queue DeviceOnly Dense vertexCount [ source, 0 ]
+
+            let mutable front1 =
+                ofList queue DeviceOnly Dense vertexCount [ source, 0 ]
+
+            let mutable front2 =
+                create queue DeviceOnly vertexCount None
+                |> ClVector.Dense
+
+            let mutable stop = false
+
+            while not stop do
+                //Getting new frontier
+                spMVInPlace queue matrix front1 front2
+
+                //Checking which distances were updated
+                eWiseMulLess queue front2 distance front1
+                //Updating
+                eWiseAddMin queue distance front2 distance
+
+                //Filtering unproductive vertices
+                //Front1 is a mask
+                filter queue front2 front1 front2
+
+                //Swap fronts
+                let temp = front1
+                front1 <- front2
+                front2 <- temp
+
+                //Checking if no distances were updated
+                stop <-
+                    not
+                    <| (containsNonZero queue front1)
+                        .ToHostAndFree(queue)
+
+            front1.Dispose queue
+            front2.Dispose queue
+
+            match distance with
+            | ClVector.Dense dist -> dist
+            | _ -> failwith "not implemented"
diff --git a/src/GraphBLAS-sharp.Backend/AssemblyInfo.fs b/src/GraphBLAS-sharp.Backend/AssemblyInfo.fs
index beeaabeb..12bc67b0 100644
--- a/src/GraphBLAS-sharp.Backend/AssemblyInfo.fs
+++ b/src/GraphBLAS-sharp.Backend/AssemblyInfo.fs
@@ -4,6 +4,8 @@ namespace System
 open System.Reflection
 open System.Runtime.CompilerServices
 
+[<assembly: AutoOpen("GraphBLAS.FSharp.Common")>]
+[<assembly: AutoOpen("GraphBLAS.FSharp.Objects")>]
 [<assembly: InternalsVisibleTo("GraphBLAS-sharp.Tests")>]
 [<assembly: AssemblyTitleAttribute("GraphBLAS-sharp")>]
 [<assembly: AssemblyProductAttribute("GraphBLAS-sharp")>]
diff --git a/src/GraphBLAS-sharp.Backend/Common/Bitmap.fs b/src/GraphBLAS-sharp.Backend/Common/Bitmap.fs
new file mode 100644
index 00000000..889cd43f
--- /dev/null
+++ b/src/GraphBLAS-sharp.Backend/Common/Bitmap.fs
@@ -0,0 +1,99 @@
+namespace GraphBLAS.FSharp.Backend.Common
+
+open Brahma.FSharp
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Backend.Quotes
+open GraphBLAS.FSharp.Backend.Common.Map
+
+module Bitmap =
+    let private getUniqueBitmapGeneral predicate (clContext: ClContext) workGroupSize =
+
+        let getUniqueBitmap =
+            <@ fun (ndRange: Range1D) (inputArray: ClArray<'a>) inputLength (isUniqueBitmap: ClArray<int>) ->
+
+                let gid = ndRange.GlobalID0
+
+                if gid < inputLength then
+                    let isUnique = (%predicate) gid inputLength inputArray // brahma error
+
+                    if isUnique then
+                        isUniqueBitmap.[gid] <- 1
+                    else
+                        isUniqueBitmap.[gid] <- 0 @>
+
+        let kernel = clContext.Compile(getUniqueBitmap)
+
+        fun (processor: MailboxProcessor<_>) allocationMode (inputArray: ClArray<'a>) ->
+
+            let inputLength = inputArray.Length
+
+            let ndRange =
+                Range1D.CreateValid(inputLength, workGroupSize)
+
+            let bitmap =
+                clContext.CreateClArrayWithSpecificAllocationMode(allocationMode, inputLength)
+
+            let kernel = kernel.GetKernel()
+
+            processor.Post(Msg.MsgSetArguments(fun () -> kernel.KernelFunc ndRange inputArray inputLength bitmap))
+
+            processor.Post(Msg.CreateRunMsg<_, _> kernel)
+
+            bitmap
+
+    /// <summary>
+    /// Gets the bitmap that indicates the first elements of the sequences of consecutive identical elements
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    let firstOccurrence clContext =
+        getUniqueBitmapGeneral
+        <| Predicates.firstOccurrence ()
+        <| clContext
+
+    /// <summary>
+    /// Gets the bitmap that indicates the last elements of the sequences of consecutive identical elements
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    let lastOccurrence clContext =
+        getUniqueBitmapGeneral
+        <| Predicates.lastOccurrence ()
+        <| clContext
+
+    let private getUniqueBitmap2General<'a when 'a: equality> getUniqueBitmap (clContext: ClContext) workGroupSize =
+
+        let map =
+            map2 <@ fun x y -> x ||| y @> clContext workGroupSize
+
+        let firstGetBitmap = getUniqueBitmap clContext workGroupSize
+
+        fun (processor: MailboxProcessor<_>) allocationMode (firstArray: ClArray<'a>) (secondArray: ClArray<'a>) ->
+            let firstBitmap =
+                firstGetBitmap processor DeviceOnly firstArray
+
+            let secondBitmap =
+                firstGetBitmap processor DeviceOnly secondArray
+
+            let result =
+                map processor allocationMode firstBitmap secondBitmap
+
+            firstBitmap.Free processor
+            secondBitmap.Free processor
+
+            result
+
+    /// <summary>
+    /// Gets the bitmap that indicates the first elements of the sequences
+    /// of consecutive identical elements from either first array or second array.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    let firstOccurrence2 clContext =
+        getUniqueBitmap2General firstOccurrence clContext
+
+    /// <summary>
+    /// Gets the bitmap that indicates the last elements of the sequences
+    /// of consecutive identical elements from either first array or second array.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    let lastOccurrence2 clContext =
+        getUniqueBitmap2General lastOccurrence clContext
diff --git a/src/GraphBLAS-sharp.Backend/Common/ClArray.fs b/src/GraphBLAS-sharp.Backend/Common/ClArray.fs
index d048c650..dacb249e 100644
--- a/src/GraphBLAS-sharp.Backend/Common/ClArray.fs
+++ b/src/GraphBLAS-sharp.Backend/Common/ClArray.fs
@@ -1,15 +1,21 @@
-namespace GraphBLAS.FSharp.Backend.Common
+namespace GraphBLAS.FSharp
 
-open System.Collections.Generic
 open Brahma.FSharp
 open Microsoft.FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ClCell
-open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Backend.Common
 open GraphBLAS.FSharp.Backend.Quotes
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 
+[<RequireQualifiedAccess>]
 module ClArray =
+    /// <summary>
+    /// Creates an array given the dimension and a generator function to compute the elements.
+    /// </summary>
+    /// <param name="initializer">The function to generate the initial values for each index.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let init (initializer: Expr<int -> 'a>) (clContext: ClContext) workGroupSize =
 
         let init =
@@ -36,6 +42,11 @@ module ClArray =
 
             outputArray
 
+    /// <summary>
+    /// Creates an array whose elements are all initially the given value.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let create (clContext: ClContext) workGroupSize =
 
         let create =
@@ -61,10 +72,15 @@ module ClArray =
 
             processor.Post(Msg.MsgSetArguments(fun () -> kernel.KernelFunc ndRange outputArray length value))
             processor.Post(Msg.CreateRunMsg<_, _> kernel)
-            processor.Post(Msg.CreateFreeMsg(value))
+            value.Free processor
 
             outputArray
 
+    /// <summary>
+    /// Creates an array where the entries are initially the default value of desired type.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let zeroCreate<'a> (clContext: ClContext) workGroupSize =
 
         let create = create clContext workGroupSize
@@ -72,6 +88,11 @@ module ClArray =
         fun (processor: MailboxProcessor<_>) allocationMode length ->
             create processor allocationMode length Unchecked.defaultof<'a>
 
+    /// <summary>
+    /// Builds a new array that contains the elements of the given array.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let copy (clContext: ClContext) workGroupSize =
         let copy =
             <@ fun (ndRange: Range1D) (inputArrayBuffer: ClArray<'a>) (outputArrayBuffer: ClArray<'a>) inputArrayLength ->
@@ -100,6 +121,11 @@ module ClArray =
 
             outputArray
 
+    /// <summary>
+    /// Creates an array of the given size by replicating the values of the given initial array.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let replicate (clContext: ClContext) workGroupSize =
 
         let replicate =
@@ -132,184 +158,12 @@ module ClArray =
 
             outputArray
 
-    let map<'a, 'b> (op: Expr<'a -> 'b>) (clContext: ClContext) workGroupSize =
-
-        let map =
-            <@ fun (ndRange: Range1D) lenght (inputArray: ClArray<'a>) (result: ClArray<'b>) ->
-
-                let gid = ndRange.GlobalID0
-
-                if gid < lenght then
-                    result.[gid] <- (%op) inputArray.[gid] @>
-
-        let kernel = clContext.Compile map
-
-        fun (processor: MailboxProcessor<_>) allocationMode (inputArray: ClArray<'a>) ->
-
-            let result =
-                clContext.CreateClArrayWithSpecificAllocationMode(allocationMode, inputArray.Length)
-
-            let ndRange =
-                Range1D.CreateValid(inputArray.Length, workGroupSize)
-
-            let kernel = kernel.GetKernel()
-
-            processor.Post(Msg.MsgSetArguments(fun () -> kernel.KernelFunc ndRange inputArray.Length inputArray result))
-
-            processor.Post(Msg.CreateRunMsg<_, _>(kernel))
-
-            result
-
-    let mapWithValue<'a, 'b, 'c> (clContext: ClContext) workGroupSize (op: Expr<'a -> 'b -> 'c>) =
-
-        let map =
-            <@ fun (ndRange: Range1D) lenght (value: ClCell<'a>) (inputArray: ClArray<'b>) (result: ClArray<'c>) ->
-
-                let gid = ndRange.GlobalID0
-
-                if gid < lenght then
-                    result.[gid] <- (%op) value.Value inputArray.[gid] @>
-
-        let kernel = clContext.Compile map
-
-        fun (processor: MailboxProcessor<_>) allocationMode (value: 'a) (inputArray: ClArray<'b>) ->
-
-            let result =
-                clContext.CreateClArrayWithSpecificAllocationMode(allocationMode, inputArray.Length)
-
-            let valueClCell = value |> clContext.CreateClCell
-
-            let ndRange =
-                Range1D.CreateValid(inputArray.Length, workGroupSize)
-
-            let kernel = kernel.GetKernel()
-
-            processor.Post(
-                Msg.MsgSetArguments(fun () -> kernel.KernelFunc ndRange inputArray.Length valueClCell inputArray result)
-            )
-
-            processor.Post(Msg.CreateRunMsg<_, _>(kernel))
-
-            result
-
-    let map2InPlace<'a, 'b, 'c> (map: Expr<'a -> 'b -> 'c>) (clContext: ClContext) workGroupSize =
-
-        let kernel =
-            <@ fun (ndRange: Range1D) length (leftArray: ClArray<'a>) (rightArray: ClArray<'b>) (resultArray: ClArray<'c>) ->
-
-                let gid = ndRange.GlobalID0
-
-                if gid < length then
-
-                    resultArray.[gid] <- (%map) leftArray.[gid] rightArray.[gid] @>
-
-        let kernel = clContext.Compile kernel
-
-        fun (processor: MailboxProcessor<_>) (leftArray: ClArray<'a>) (rightArray: ClArray<'b>) (resultArray: ClArray<'c>) ->
-
-            let ndRange =
-                Range1D.CreateValid(resultArray.Length, workGroupSize)
-
-            let kernel = kernel.GetKernel()
-
-            processor.Post(
-                Msg.MsgSetArguments
-                    (fun () -> kernel.KernelFunc ndRange resultArray.Length leftArray rightArray resultArray)
-            )
-
-            processor.Post(Msg.CreateRunMsg<_, _>(kernel))
-
-    let map2<'a, 'b, 'c> map (clContext: ClContext) workGroupSize =
-        let map2 =
-            map2InPlace<'a, 'b, 'c> map clContext workGroupSize
-
-        fun (processor: MailboxProcessor<_>) allocationMode (leftArray: ClArray<'a>) (rightArray: ClArray<'b>) ->
-
-            let resultArray =
-                clContext.CreateClArrayWithSpecificAllocationMode(allocationMode, leftArray.Length)
-
-            map2 processor leftArray rightArray resultArray
-
-            resultArray
-
-    module Bitmap =
-        let private getUniqueBitmapGeneral predicate (clContext: ClContext) workGroupSize =
-
-            let getUniqueBitmap =
-                <@ fun (ndRange: Range1D) (inputArray: ClArray<'a>) inputLength (isUniqueBitmap: ClArray<int>) ->
-
-                    let gid = ndRange.GlobalID0
-
-                    if gid < inputLength then
-                        let isUnique = (%predicate) gid inputLength inputArray // brahma error
-
-                        if isUnique then
-                            isUniqueBitmap.[gid] <- 1
-                        else
-                            isUniqueBitmap.[gid] <- 0 @>
-
-            let kernel = clContext.Compile(getUniqueBitmap)
-
-            fun (processor: MailboxProcessor<_>) allocationMode (inputArray: ClArray<'a>) ->
-
-                let inputLength = inputArray.Length
-
-                let ndRange =
-                    Range1D.CreateValid(inputLength, workGroupSize)
-
-                let bitmap =
-                    clContext.CreateClArrayWithSpecificAllocationMode(allocationMode, inputLength)
-
-                let kernel = kernel.GetKernel()
-
-                processor.Post(Msg.MsgSetArguments(fun () -> kernel.KernelFunc ndRange inputArray inputLength bitmap))
-
-                processor.Post(Msg.CreateRunMsg<_, _> kernel)
-
-                bitmap
-
-        let firstOccurrence clContext =
-            getUniqueBitmapGeneral
-            <| Predicates.firstOccurrence ()
-            <| clContext
-
-        let lastOccurrence clContext =
-            getUniqueBitmapGeneral
-            <| Predicates.lastOccurrence ()
-            <| clContext
-
-        let private getUniqueBitmap2General<'a when 'a: equality> getUniqueBitmap (clContext: ClContext) workGroupSize =
-
-            let map =
-                map2 <@ fun x y -> x ||| y @> clContext workGroupSize
-
-            let firstGetBitmap = getUniqueBitmap clContext workGroupSize
-
-            fun (processor: MailboxProcessor<_>) allocationMode (firstArray: ClArray<'a>) (secondArray: ClArray<'a>) ->
-                let firstBitmap =
-                    firstGetBitmap processor DeviceOnly firstArray
-
-                let secondBitmap =
-                    firstGetBitmap processor DeviceOnly secondArray
-
-                let result =
-                    map processor allocationMode firstBitmap secondBitmap
-
-                firstBitmap.Free processor
-                secondBitmap.Free processor
-
-                result
-
-        let firstOccurrence2 clContext =
-            getUniqueBitmap2General firstOccurrence clContext
-
-        let lastOccurrence2 clContext =
-            getUniqueBitmap2General lastOccurrence clContext
-
-    ///<description>Remove duplicates form the given array.</description>
-    ///<param name="clContext">Computational context</param>
-    ///<param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
-    ///<param name="inputArray">Should be sorted.</param>
+    /// <summary>
+    /// Removes duplicates form the given array.
+    /// </summary>
+    /// <param name="clContext">Computational context</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    /// <param name="inputArray">Should be sorted.</param>
     let removeDuplications (clContext: ClContext) workGroupSize =
 
         let scatter =
@@ -335,10 +189,16 @@ module ClArray =
 
             scatter processor bitmap inputArray outputArray
 
-            processor.Post <| Msg.CreateFreeMsg<_>(bitmap)
+            bitmap.Free processor
 
             outputArray
 
+    /// <summary>
+    /// Tests if any element of the array satisfies the given predicate.
+    /// </summary>
+    /// <param name="predicate">The function to test the input elements.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let exists (predicate: Expr<'a -> bool>) (clContext: ClContext) workGroupSize =
 
         let exists =
@@ -368,7 +228,15 @@ module ClArray =
 
             result
 
-    let assignOption (op: Expr<'a -> 'b option>) (clContext: ClContext) workGroupSize =
+    /// <summary>
+    /// Maps every value from the given value array and, if the result of applying function is <c>Some</c>,
+    /// places the result to a specific position from the input array of positions.
+    /// If the result of mapping is <c>None</c>, it is just ignored.
+    /// </summary>
+    /// <param name="op">Function that maps elements from value array.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let private assignOption (op: Expr<'a -> 'b option>) (clContext: ClContext) workGroupSize =
 
         let assign =
             <@ fun (ndRange: Range1D) length (values: ClArray<'a>) (positions: ClArray<int>) (result: ClArray<'b>) resultLength ->
@@ -390,7 +258,7 @@ module ClArray =
         fun (processor: MailboxProcessor<_>) (values: ClArray<'a>) (positions: ClArray<int>) (result: ClArray<'b>) ->
 
             if values.Length <> positions.Length then
-                failwith "lengths must be the same"
+                failwith "Lengths must be the same"
 
             let ndRange =
                 Range1D.CreateValid(values.Length, workGroupSize)
@@ -404,9 +272,17 @@ module ClArray =
 
             processor.Post(Msg.CreateRunMsg<_, _>(kernel))
 
+    /// <summary>
+    /// Applies the given function to each element of the array.
+    /// Returns the array comprised of the results <c>x</c>
+    /// for each element where the function returns <c>Some(x)</c>.
+    /// </summary>
+    /// <param name="predicate">The function to generate options from the elements.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let choose<'a, 'b> (predicate: Expr<'a -> 'b option>) (clContext: ClContext) workGroupSize =
         let getBitmap =
-            map<'a, int> (Map.chooseBitmap predicate) clContext workGroupSize
+            Map.map<'a, int> (Map.chooseBitmap predicate) clContext workGroupSize
 
         let prefixSum =
             PrefixSum.standardExcludeInPlace clContext workGroupSize
@@ -437,6 +313,14 @@ module ClArray =
 
                 Some result
 
+    /// <summary>
+    /// Maps pair of values from the given value arrays and, if the result of applying function is <c>Some</c>,
+    /// places the result to a specific position from the input array of positions.
+    /// If the result of mapping is <c>None</c>, it is just ignored.
+    /// </summary>
+    /// <param name="op">Function that maps pairs of elements from value arrays.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let assignOption2 (op: Expr<'a -> 'b -> 'c option>) (clContext: ClContext) workGroupSize =
 
         let assign =
@@ -462,7 +346,7 @@ module ClArray =
 
             if firstValues.Length <> secondValues.Length
                || secondValues.Length <> positions.Length then
-                failwith "lengths must be the same"
+                failwith "Lengths must be the same"
 
             let ndRange =
                 Range1D.CreateValid(firstValues.Length, workGroupSize)
@@ -484,9 +368,17 @@ module ClArray =
 
             processor.Post(Msg.CreateRunMsg<_, _>(kernel))
 
+    /// <summary>
+    /// Applies the given function to each pair of elements of the two given arrays.
+    /// Returns the array comprised of the results <c>x</c>
+    /// for each pairs where the function returns <c>Some(x)</c>.
+    /// </summary>
+    /// <param name="predicate">The function to generate options from the pairs of elements.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let choose2 (predicate: Expr<'a -> 'b -> 'c option>) (clContext: ClContext) workGroupSize =
         let getBitmap =
-            map2<'a, 'b, int> (Map.choose2Bitmap predicate) clContext workGroupSize
+            Map.map2<'a, 'b, int> (Map.choose2Bitmap predicate) clContext workGroupSize
 
         let prefixSum =
             PrefixSum.standardExcludeInPlace clContext workGroupSize
@@ -510,6 +402,11 @@ module ClArray =
 
             result
 
+    /// <summary>
+    /// Builds a new array that contains the given subrange specified by starting index and length.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let sub (clContext: ClContext) workGroupSize =
 
         let kernel =
@@ -549,10 +446,10 @@ module ClArray =
             result
 
     /// <summary>
-    /// Lazy divides the input array into chunks of size at most chunkSize.
+    /// Divides lazily the input array into chunks of size at most chunkSize.
     /// </summary>
-    /// <param name="clContext">Cl context.</param>
-    /// <param name="workGroupSize">Work group size.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     /// <remarks>
     /// Since calculations are performed lazily, the array should not change.
     /// </remarks>
@@ -581,8 +478,8 @@ module ClArray =
     /// <summary>
     /// Divides the input array into chunks of size at most chunkSize.
     /// </summary>
-    /// <param name="clContext">Cl context.</param>
-    /// <param name="workGroupSize">Work group size.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let chunkBySize (clContext: ClContext) workGroupSize =
 
         let chunkBySizeLazy = lazyChunkBySize clContext workGroupSize
@@ -592,6 +489,11 @@ module ClArray =
             |> Seq.map (fun lazyValue -> lazyValue.Value)
             |> Seq.toArray
 
+    /// <summary>
+    /// Reads a range of elements from the first array and write them into the second.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let blit<'a> (clContext: ClContext) workGroupSize =
 
         let assign =
@@ -635,6 +537,11 @@ module ClArray =
 
                 processor.Post(Msg.CreateRunMsg<_, _>(kernel))
 
+    /// <summary>
+    /// Builds a new array that contains the elements of each of the given sequence of arrays.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let concat (clContext: ClContext) workGroupSize =
 
         let blit = blit clContext workGroupSize
@@ -659,6 +566,11 @@ module ClArray =
 
             result
 
+    /// <summary>
+    /// Fills a range of elements of the array with the given value.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let fill (clContext: ClContext) workGroupSize =
 
         let fill =
@@ -693,6 +605,12 @@ module ClArray =
 
                 processor.Post(Msg.CreateRunMsg<_, _>(kernel))
 
+    /// <summary>
+    /// Returns an array of each element in the input array and its predecessor,
+    /// with the exception of the first element which is only returned as the predecessor of the second element.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let pairwise (clContext: ClContext) workGroupSize =
 
         let idGather =
@@ -702,7 +620,7 @@ module ClArray =
             Gather.runInit Map.inc clContext workGroupSize
 
         let map =
-            map2 <@ fun first second -> (first, second) @> clContext workGroupSize
+            Map.map2 <@ fun first second -> (first, second) @> clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) allocationMode (values: ClArray<'a>) ->
             if values.Length > 1 then
@@ -729,7 +647,7 @@ module ClArray =
                 None
 
     let private bound<'a, 'b when 'a: equality and 'a: comparison>
-        (lowerBound: Expr<(int -> 'a -> ClArray<'a> -> 'b)>)
+        (lowerBound: Expr<int -> 'a -> ClArray<'a> -> 'b>)
         (clContext: ClContext)
         workGroupSize
         =
@@ -759,12 +677,32 @@ module ClArray =
 
             result
 
+    /// <summary>
+    /// Finds the position of the largest value and the value itself
+    /// that is less than the given one.
+    /// </summary>
+    /// <remarks>
+    /// Array of values should be sorted.
+    /// </remarks>
+    /// <param name="clContext">OpenCL context.</param>
     let upperBoundAndValue<'a when 'a: comparison> clContext =
         bound<'a, int * 'a> Search.Bin.lowerBoundAndValue clContext
 
+    /// <summary>
+    /// Finds the position of the largest value that is less than the given one.
+    /// </summary>
+    /// <remarks>
+    /// Array of values should be sorted.
+    /// </remarks>
+    /// <param name="clContext">OpenCL context.</param>
     let upperBound<'a when 'a: comparison> clContext =
         bound<'a, int> Search.Bin.lowerBound clContext
 
+    /// <summary>
+    /// Gets the value at the specified position from the input array.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let item<'a> (clContext: ClContext) workGroupSize =
 
         let kernel =
@@ -794,6 +732,11 @@ module ClArray =
 
             result
 
+    /// <summary>
+    /// Sets an element of an array.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let set<'a> (clContext: ClContext) workGroupSize =
 
         let kernel =
@@ -819,3 +762,22 @@ module ClArray =
 
             processor.Post(Msg.MsgSetArguments(fun () -> kernel.KernelFunc ndRange index array value))
             processor.Post(Msg.CreateRunMsg<_, _> kernel)
+
+    let count<'a> (predicate: Expr<'a -> bool>) (clContext: ClContext) workGroupSize =
+
+        let sum =
+            Reduce.reduce <@ (+) @> clContext workGroupSize
+
+        let getBitmap =
+            Map.map<'a, int> (Map.predicateBitmap predicate) clContext workGroupSize
+
+        fun (processor: MailboxProcessor<_>) (array: ClArray<'a>) ->
+
+            let bitmap = getBitmap processor DeviceOnly array
+
+            let result =
+                (sum processor bitmap).ToHostAndFree processor
+
+            bitmap.Free processor
+
+            result
diff --git a/src/GraphBLAS-sharp.Backend/Common/Common.fs b/src/GraphBLAS-sharp.Backend/Common/Common.fs
new file mode 100644
index 00000000..ae9839f2
--- /dev/null
+++ b/src/GraphBLAS-sharp.Backend/Common/Common.fs
@@ -0,0 +1,446 @@
+namespace GraphBLAS.FSharp
+
+open Brahma.FSharp
+open Microsoft.FSharp.Quotations
+open GraphBLAS.FSharp.Backend.Common
+
+module Common =
+    module Sort =
+        module Bitonic =
+            /// <summary>
+            /// Sorts in-place input array of values by their 2d indices,
+            /// which are stored in two given arrays of keys: rows and columns.
+            /// When comparing, it first looks at rows, then columns.
+            /// </summary>
+            /// <example>
+            /// <code>
+            /// let rows = [| 0; 0; 3; 2; 1; 0; 5 |]
+            /// let columns = [| 0; 2; 1; 2; 0; 3; 5; |]
+            /// let values = [| 1.9; 2.8; 3.7; 4.6; 5.5; 6.4; 7.3; |]
+            /// sortKeyValuesInplace clContext 32 processor rows columns values
+            /// ...
+            /// > val rows = [| 0; 0; 0; 1; 2; 3; 5 |]
+            /// > let columns = [| 0; 2; 3; 0; 2; 1; 5; |]
+            /// > val values = [| 1.9; 2.8; 6.4; 5.5; 4.6; 3.7; 7.3 |]
+            /// </code>
+            /// </example>
+            let sortKeyValuesInplace<'n, 'a when 'n: comparison> =
+                Sort.Bitonic.sortKeyValuesInplace<'n, 'a>
+
+        module Radix =
+            /// <summary>
+            /// Sorts stable input array of values by given integer keys.
+            /// </summary>
+            /// <example>
+            /// <code>
+            /// let keys = [| 0; 4; 3; 1; 2; 6; 5 |]
+            /// let values = [| 1.9; 2.8; 3.7; 4.6; 5.5; 6.4; 7.3; |]
+            /// runByKeysStandard clContext 32 processor keys values
+            /// ...
+            /// > val keys = [| 0; 1; 2; 3; 4; 5; 6 |]
+            /// > val values = [| 1.9; 4.6; 5.5; 3.7; 2.8; 7.3; 6.4 |]
+            /// </code>
+            /// </example>
+            let runByKeysStandard = Sort.Radix.runByKeysStandard
+
+            /// <summary>
+            /// Sorts stable input array of values by given integer keys and return only values.
+            /// </summary>
+            /// <example>
+            /// <code>
+            /// let keys = [| 0; 4; 3; 1; 2; 6; 5 |]
+            /// let values = [| 1.9; 2.8; 3.7; 4.6; 5.5; 6.4; 7.3; |]
+            /// runByKeysStandard clContext 32 processor keys values
+            /// ...
+            /// > val values = [| 1.9; 4.6; 5.5; 3.7; 2.8; 7.3; 6.4 |]
+            /// </code>
+            /// </example>
+            let runByKeysStandardValuesOnly = Sort.Radix.runByKeysStandardValuesOnly
+
+            /// <summary>
+            /// Sorts stable input array of integer keys.
+            /// </summary>
+            /// <example>
+            /// <code>
+            /// let keys = [| 0; 4; 3; 1; 2; 6; 5 |]
+            /// standardRunKeysOnly clContext 32 processor keys
+            /// ...
+            /// > val keys = [| 0; 1; 2; 3; 4; 5; 6 |]
+            /// </code>
+            /// </example>
+            let standardRunKeysOnly = Sort.Radix.standardRunKeysOnly
+
+    module Gather =
+        /// <summary>
+        /// Fills the given output array using the given value array and a function. The function maps old position
+        /// of each element of the value array to its position in the output array.
+        /// </summary>
+        /// <remarks>
+        /// If index is out of bounds, the value will be ignored.
+        /// </remarks>
+        /// <example>
+        /// <code>
+        /// let positions = [| 1; 0; 2; 6; 4; 3; 5 |]
+        /// let values = [| 1.9; 2.8; 3.7; 4.6; 5.5; 6.4; 7.3; |]
+        /// run clContext 32 processor positions values result
+        /// ...
+        /// > val result = [| 2.8; 1.9; 3.7; 7.3; 5.5; 4.6; 6.4 |]
+        /// </code>
+        /// </example>
+        let runInit positionMap (clContext: ClContext) workGroupSize =
+            Gather.runInit positionMap clContext workGroupSize
+
+        /// <summary>
+        /// Fills the given output array using the given value and position arrays. Array of positions indicates
+        /// which element from the value array should be in each position of the output array.
+        /// </summary>
+        /// <remarks>
+        /// If index is out of bounds, the value will be ignored.
+        /// </remarks>
+        /// <example>
+        /// <code>
+        /// let positions = [| 1; 0; 2; 6; 4; 3; 5 |]
+        /// let values = [| 1.9; 2.8; 3.7; 4.6; 5.5; 6.4; 7.3; |]
+        /// run clContext 32 processor positions values result
+        /// ...
+        /// > val result = [| 2.8; 1.9; 3.7; 7.3; 5.5; 4.6; 6.4 |]
+        /// </code>
+        /// </example>
+        let run (clContext: ClContext) workGroupSize = Gather.run clContext workGroupSize
+
+    module Scatter =
+        /// <summary>
+        /// Creates a new array from the given one where it is indicated
+        /// by the array of positions at which position in the new array
+        /// should be a value from the given one.
+        /// </summary>
+        /// <remarks>
+        /// Every element of the positions array must not be less than the previous one.
+        /// If there are several elements with the same indices, the FIRST one of them will be at the common index.
+        /// If index is out of bounds, the value will be ignored.
+        /// </remarks>
+        /// <example>
+        /// <code>
+        /// let positions = [| 0; 0; 1; 1; 1; 2; 3; 3; 4 |]
+        /// let values = [| 1.9; 2.8; 3.7; 4.6; 5.5; 6.4; 7.3; 8.2; 9.1 |]
+        /// run clContext 32 processor positions values result
+        /// ...
+        /// > val result = [| 1,9; 3.7; 6.4; 7.3; 9.1 |]
+        /// </code>
+        /// </example>
+        let firstOccurrence clContext = Scatter.firstOccurrence clContext
+
+        /// <summary>
+        /// Creates a new array from the given one where it is indicated by the array of positions at which position in the new array
+        /// should be a value from the given one.
+        /// </summary>
+        /// <remarks>
+        /// Every element of the positions array must not be less than the previous one.
+        /// If there are several elements with the same indices, the LAST one of them will be at the common index.
+        /// If index is out of bounds, the value will be ignored.
+        /// </remarks>
+        /// <example>
+        /// <code>
+        /// let positions = [| 0; 0; 1; 1; 1; 2; 3; 3; 4 |]
+        /// let values = [| 1.9; 2.8; 3.7; 4.6; 5.5; 6.4; 7.3; 8.2; 9.1 |]
+        /// run clContext 32 processor positions values result
+        /// ...
+        /// > val result = [| 2.8; 5.5; 6.4; 8.2; 9.1 |]
+        /// </code>
+        /// </example>
+        let lastOccurrence clContext = Scatter.lastOccurrence clContext
+
+        /// <summary>
+        /// Creates a new array from the given one where it is indicated by the array of positions at which position in the new array
+        /// should be a values obtained by applying the mapping to the global id.
+        /// </summary>
+        /// <remarks>
+        /// Every element of the positions array must not be less than the previous one.
+        /// If there are several elements with the same indices, the FIRST one of them will be at the common index.
+        /// If index is out of bounds, the value will be ignored.
+        /// </remarks>
+        /// <example>
+        /// <code>
+        /// let positions = [| 0; 0; 1; 1; 1; 2; 3; 3; 4 |]
+        /// let valueMap = id
+        /// run clContext 32 processor positions values result
+        /// ...
+        /// > val result = [| 0; 2; 5; 6; 8 |]
+        /// </code>
+        /// </example>
+        /// <param name="valueMap">Maps global id to a value</param>
+        let initFirstOccurrence valueMap = Scatter.initFirstOccurrence valueMap
+
+        /// <summary>
+        /// Creates a new array from the given one where it is indicated by the array of positions at which position in the new array
+        /// should be a values obtained by applying the mapping to the global id.
+        /// </summary>
+        /// <remarks>
+        /// Every element of the positions array must not be less than the previous one.
+        /// If there are several elements with the same indices, the LAST one of them will be at the common index.
+        /// If index is out of bounds, the value will be ignored.
+        /// </remarks>
+        /// <example>
+        /// <code>
+        /// let positions = [| 0; 0; 1; 1; 1; 2; 3; 3; 4 |]
+        /// let valueMap = id
+        /// run clContext 32 processor positions values result
+        /// ...
+        /// > val result = [| 1; 4; 5; 7; 8 |]
+        /// </code>
+        /// </example>
+        /// <param name="valueMap">Maps global id to a value</param>
+        let initLastOccurrence valueMap = Scatter.initLastOccurrence valueMap
+
+    module PrefixSum =
+        /// <summary>
+        /// Exclude in-place prefix sum.
+        /// </summary>
+        /// <example>
+        /// <code>
+        /// let arr = [| 1; 1; 1; 1 |]
+        /// let sum = [| 0 |]
+        /// runExcludeInplace clContext workGroupSize processor arr sum (+) 0
+        /// |> ignore
+        /// ...
+        /// > val arr = [| 0; 1; 2; 3 |]
+        /// > val sum = [| 4 |]
+        /// </code>
+        /// </example>
+        /// <param name="clContext">ClContext.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        /// <param name="plus">Associative binary operation.</param>
+        /// <param name="zero">Zero element for binary operation.</param>
+        let runExcludeInPlace plus = PrefixSum.runExcludeInPlace plus
+
+        /// <summary>
+        /// Include in-place prefix sum.
+        /// </summary>
+        /// <example>
+        /// <code>
+        /// let arr = [| 1; 1; 1; 1 |]
+        /// let sum = [| 0 |]
+        /// runExcludeInplace clContext workGroupSize processor arr sum (+) 0
+        /// |> ignore
+        /// ...
+        /// > val arr = [| 0; 1; 2; 3 |]
+        /// > val sum = [| 4 |]
+        /// </code>
+        /// </example>
+        /// <param name="plus">Associative binary operation.</param>
+        /// <param name="clContext">ClContext.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        /// <param name="zero">Zero element for binary operation.</param>
+        let runIncludeInPlace plus = PrefixSum.runIncludeInPlace plus
+
+        /// <summary>
+        /// Exclude in-place prefix sum. Array is scanned starting from the end.
+        /// </summary>
+        /// <param name="plus">Associative binary operation.</param>
+        /// <param name="clContext">ClContext.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        /// <param name="zero">Zero element for binary operation.</param>
+        let runBackwardsExcludeInPlace plus =
+            PrefixSum.runBackwardsExcludeInPlace plus
+
+        /// <summary>
+        /// Include in-place prefix sum. Array is scanned starting from the end.
+        /// </summary>
+        /// <param name="plus">Associative binary operation.</param>
+        /// <param name="clContext">ClContext.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        /// <param name="zero">Zero element for binary operation.</param>
+        let runBackwardsIncludeInPlace plus =
+            PrefixSum.runBackwardsIncludeInPlace plus
+
+        /// <summary>
+        /// Exclude in-place prefix sum of integer array with addition operation and start value that is equal to 0.
+        /// </summary>
+        /// <example>
+        /// <code>
+        /// let arr = [| 1; 1; 1; 1 |]
+        /// let sum = [| 0 |]
+        /// runExcludeInplace clContext workGroupSize processor arr sum (+) 0
+        /// |> ignore
+        /// ...
+        /// > val arr = [| 0; 1; 2; 3 |]
+        /// > val sum = [| 4 |]
+        /// </code>
+        /// </example>
+        let standardExcludeInPlace = PrefixSum.standardExcludeInPlace
+
+        /// <summary>
+        /// Include in-place prefix sum of integer array with addition operation and start value that is equal to 0.
+        /// </summary>
+        /// <example>
+        /// <code>
+        /// let arr = [| 1; 1; 1; 1 |]
+        /// let sum = [| 0 |]
+        /// runIncludeInplace clContext workGroupSize processor arr sum (+) 0
+        /// |> ignore
+        /// ...
+        /// > val arr = [| 1; 2; 3; 4 |]
+        /// > val sum = [| 4 |]
+        /// </code>
+        /// </example>
+        /// <param name="clContext">ClContext.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        let standardIncludeInPlace = PrefixSum.standardIncludeInPlace
+
+        module ByKey =
+            /// <summary>
+            /// Exclude scan by key.
+            /// </summary>
+            /// <example>
+            /// <code>
+            /// let arr = [| 1; 1; 1; 1; 1; 1|]
+            /// let keys = [| 1; 2; 2; 2; 3; 3 |]
+            /// ...
+            /// > val result = [| 0; 0; 1; 2; 0; 1 |]
+            /// </code>
+            /// </example>
+            let sequentialExclude op = PrefixSum.ByKey.sequentialExclude op
+
+            /// <summary>
+            /// Include scan by key.
+            /// </summary>
+            /// <example>
+            /// <code>
+            /// let arr = [| 1; 1; 1; 1; 1; 1|]
+            /// let keys = [| 1; 2; 2; 2; 3; 3 |]
+            /// ...
+            /// > val result = [| 1; 1; 2; 3; 1; 2 |]
+            /// </code>
+            /// </example>
+            let sequentialInclude op = PrefixSum.ByKey.sequentialInclude op
+
+    module Reduce =
+        /// <summary>
+        /// Summarizes array elements.
+        /// </summary>
+        /// <param name="clContext">ClContext.</param>
+        /// <param name="workGroupSize">Work group size.</param>
+        /// <param name="op">Summation operation.</param>
+        /// <param name="zero">Neutral element for summation.</param>
+        let sum op zero (clContext: ClContext) workGroupSize =
+            Reduce.sum op zero clContext workGroupSize
+
+        /// <summary>
+        /// Reduces an array of values.
+        /// </summary>
+        /// <param name="clContext">ClContext.</param>
+        /// <param name="workGroupSize">Work group size.</param>
+        /// <param name="op">Reduction operation.</param>
+        let reduce op (clContext: ClContext) workGroupSize =
+            Reduce.reduce op clContext workGroupSize
+
+        /// <summary>
+        /// Reduction of an array of values by an array of keys.
+        /// </summary>
+        module ByKey =
+            /// <summary>
+            /// Reduces an array of values by key using a single work item.
+            /// </summary>
+            /// <param name="clContext">ClContext.</param>
+            /// <param name="workGroupSize">Work group size.</param>
+            /// <param name="reduceOp">Operation for reducing values.</param>
+            /// <remarks>
+            /// The length of the result must be calculated in advance.
+            /// </remarks>
+            let sequential (reduceOp: Expr<'a -> 'a -> 'a>) (clContext: ClContext) workGroupSize =
+                Reduce.ByKey.sequential reduceOp clContext workGroupSize
+
+            /// <summary>
+            /// Reduces values by key. Each segment is reduced by one work item.
+            /// </summary>
+            /// <param name="clContext">ClContext.</param>
+            /// <param name="workGroupSize">Work group size.</param>
+            /// <param name="reduceOp">Operation for reducing values.</param>
+            /// <remarks>
+            /// The length of the result must be calculated in advance.
+            /// </remarks>
+            let segmentSequential (reduceOp: Expr<'a -> 'a -> 'a>) (clContext: ClContext) workGroupSize =
+                Reduce.ByKey.segmentSequential reduceOp clContext workGroupSize
+
+            /// <summary>
+            /// Reduces values by key. One work group participates in the reduction.
+            /// </summary>
+            /// <param name="clContext">ClContext.</param>
+            /// <param name="workGroupSize">Work group size.</param>
+            /// <param name="reduceOp">Operation for reducing values.</param>
+            /// <remarks>
+            /// Reduces an array of values that does not exceed the size of the workgroup.
+            /// The length of the result must be calculated in advance.
+            /// </remarks>
+            let oneWorkGroupSegments (reduceOp: Expr<'a -> 'a -> 'a>) (clContext: ClContext) workGroupSize =
+                Reduce.ByKey.oneWorkGroupSegments reduceOp clContext workGroupSize
+
+            module Option =
+                /// <summary>
+                /// Reduces values by key. Each segment is reduced by one work item.
+                /// </summary>
+                /// <param name="clContext">ClContext.</param>
+                /// <param name="workGroupSize">Work group size.</param>
+                /// <param name="reduceOp">Operation for reducing values.</param>
+                /// <remarks>
+                /// The length of the result must be calculated in advance.
+                /// </remarks>
+                let segmentSequential<'a>
+                    (reduceOp: Expr<'a option -> 'a option -> 'a option>)
+                    (clContext: ClContext)
+                    workGroupSize
+                    =
+                    Reduce.ByKey.Option.segmentSequential reduceOp clContext workGroupSize
+                /// <summary>
+                /// Reduces values by key. Each segment is reduced by one work item.
+                /// </summary>
+                /// <param name="clContext">ClContext.</param>
+                /// <param name="workGroupSize">Work group size.</param>
+                /// <param name="reduceOp">Operation for reducing values.</param>
+                /// <remarks>
+                /// The length of the result and offsets for each segment must be calculated in advance.
+                /// </remarks>
+                let segmentSequentialByOffsets<'a>
+                    (reduceOp: Expr<'a -> 'a -> 'a option>)
+                    (clContext: ClContext)
+                    workGroupSize
+                    =
+                    Reduce.ByKey.Option.segmentSequentialByOffsets reduceOp clContext workGroupSize
+
+        module ByKey2D =
+            /// <summary>
+            /// Reduces an array of values by 2D keys using a single work item.
+            /// </summary>
+            /// <param name="clContext">ClContext.</param>
+            /// <param name="workGroupSize">Work group size.</param>
+            /// <param name="reduceOp">Operation for reducing values.</param>
+            /// <remarks>
+            /// The length of the result must be calculated in advance.
+            /// </remarks>
+            let sequential (reduceOp: Expr<'a -> 'a -> 'a>) (clContext: ClContext) workGroupSize =
+                Reduce.ByKey2D.sequential reduceOp clContext workGroupSize
+
+            /// <summary>
+            /// Reduces values by key. Each segment is reduced by one work item.
+            /// </summary>
+            /// <param name="clContext">ClContext.</param>
+            /// <param name="workGroupSize">Work group size.</param>
+            /// <param name="reduceOp">Operation for reducing values.</param>
+            /// <remarks>
+            /// The length of the result must be calculated in advance.
+            /// </remarks>
+            let segmentSequential (reduceOp: Expr<'a -> 'a -> 'a>) (clContext: ClContext) workGroupSize =
+                Reduce.ByKey2D.segmentSequential reduceOp clContext workGroupSize
+
+            module Option =
+                /// <summary>
+                /// Reduces values by key. Each segment is reduced by one work item.
+                /// </summary>
+                /// <param name="clContext">ClContext.</param>
+                /// <param name="workGroupSize">Work group size.</param>
+                /// <param name="reduceOp">Operation for reducing values.</param>
+                /// <remarks>
+                /// The length of the result must be calculated in advance.
+                /// </remarks>
+                let segmentSequential (reduceOp: Expr<'a -> 'a -> 'a option>) (clContext: ClContext) workGroupSize =
+                    Reduce.ByKey2D.Option.segmentSequential reduceOp clContext workGroupSize
diff --git a/src/GraphBLAS-sharp.Backend/Common/Gather.fs b/src/GraphBLAS-sharp.Backend/Common/Gather.fs
index 791c88de..32d90859 100644
--- a/src/GraphBLAS-sharp.Backend/Common/Gather.fs
+++ b/src/GraphBLAS-sharp.Backend/Common/Gather.fs
@@ -2,7 +2,23 @@ namespace GraphBLAS.FSharp.Backend.Common
 
 open Brahma.FSharp
 
-module internal Gather =
+module Gather =
+    /// <summary>
+    /// Fills the given output array using the given value array and a function. The function maps old position
+    /// of each element of the value array to its position in the output array.
+    /// </summary>
+    /// <remarks>
+    /// If index is out of bounds, the value will be ignored.
+    /// </remarks>
+    /// <example>
+    /// <code>
+    /// let positions = [| 1; 0; 2; 6; 4; 3; 5 |]
+    /// let values = [| 1.9; 2.8; 3.7; 4.6; 5.5; 6.4; 7.3; |]
+    /// run clContext 32 processor positions values result
+    /// ...
+    /// > val result = [| 2.8; 1.9; 3.7; 7.3; 5.5; 4.6; 6.4 |]
+    /// </code>
+    /// </example>
     let runInit positionMap (clContext: ClContext) workGroupSize =
 
         let gather =
@@ -30,14 +46,19 @@ module internal Gather =
             processor.Post(Msg.CreateRunMsg<_, _>(kernel))
 
     /// <summary>
-    /// Creates a new array obtained from positions replaced with values from the given array at these positions (indices).
+    /// Fills the given output array using the given value and position arrays. Array of positions indicates
+    /// which element from the value array should be in each position of the output array.
     /// </summary>
+    /// <remarks>
+    /// If index is out of bounds, the value will be ignored.
+    /// </remarks>
     /// <example>
     /// <code>
-    /// let positions = [| 2; 0; 2; 1 |]
-    /// let array = [| 1.4; 2.5; 3.6 |]
+    /// let positions = [| 1; 0; 2; 6; 4; 3; 5 |]
+    /// let values = [| 1.9; 2.8; 3.7; 4.6; 5.5; 6.4; 7.3; |]
+    /// run clContext 32 processor positions values result
     /// ...
-    /// > val result = [| 3.6; 1.4; 3.6; 2.5 |]
+    /// > val result = [| 2.8; 1.9; 3.7; 7.3; 5.5; 4.6; 6.4 |]
     /// </code>
     /// </example>
     let run (clContext: ClContext) workGroupSize =
diff --git a/src/GraphBLAS-sharp.Backend/Common/Map.fs b/src/GraphBLAS-sharp.Backend/Common/Map.fs
new file mode 100644
index 00000000..f22f0f6b
--- /dev/null
+++ b/src/GraphBLAS-sharp.Backend/Common/Map.fs
@@ -0,0 +1,141 @@
+namespace GraphBLAS.FSharp.Backend.Common
+
+open Brahma.FSharp
+open Microsoft.FSharp.Quotations
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+
+module Map =
+    /// <summary>
+    /// Builds a new array whose elements are the results of applying the given function
+    /// to each of the elements of the array.
+    /// </summary>
+    /// <param name="op">The function to transform elements of the array.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let map<'a, 'b> (op: Expr<'a -> 'b>) (clContext: ClContext) workGroupSize =
+
+        let map =
+            <@ fun (ndRange: Range1D) lenght (inputArray: ClArray<'a>) (result: ClArray<'b>) ->
+
+                let gid = ndRange.GlobalID0
+
+                if gid < lenght then
+                    result.[gid] <- (%op) inputArray.[gid] @>
+
+        let kernel = clContext.Compile map
+
+        fun (processor: MailboxProcessor<_>) allocationMode (inputArray: ClArray<'a>) ->
+
+            let result =
+                clContext.CreateClArrayWithSpecificAllocationMode(allocationMode, inputArray.Length)
+
+            let ndRange =
+                Range1D.CreateValid(inputArray.Length, workGroupSize)
+
+            let kernel = kernel.GetKernel()
+
+            processor.Post(Msg.MsgSetArguments(fun () -> kernel.KernelFunc ndRange inputArray.Length inputArray result))
+
+            processor.Post(Msg.CreateRunMsg<_, _>(kernel))
+
+            result
+
+    /// <summary>
+    /// Builds a new array whose elements are the results of applying the given function
+    /// to the corresponding pairs of values, where the first element of pair is from the given array
+    /// and the second element is the given value.
+    /// </summary>
+    /// <param name="op">The function to transform elements of the array.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let mapWithValue<'a, 'b, 'c> (clContext: ClContext) workGroupSize (op: Expr<'a -> 'b -> 'c>) =
+
+        let map =
+            <@ fun (ndRange: Range1D) lenght (value: ClCell<'a>) (inputArray: ClArray<'b>) (result: ClArray<'c>) ->
+
+                let gid = ndRange.GlobalID0
+
+                if gid < lenght then
+                    result.[gid] <- (%op) value.Value inputArray.[gid] @>
+
+        let kernel = clContext.Compile map
+
+        fun (processor: MailboxProcessor<_>) allocationMode (value: 'a) (inputArray: ClArray<'b>) ->
+
+            let result =
+                clContext.CreateClArrayWithSpecificAllocationMode(allocationMode, inputArray.Length)
+
+            let valueClCell = value |> clContext.CreateClCell
+
+            let ndRange =
+                Range1D.CreateValid(inputArray.Length, workGroupSize)
+
+            let kernel = kernel.GetKernel()
+
+            processor.Post(
+                Msg.MsgSetArguments(fun () -> kernel.KernelFunc ndRange inputArray.Length valueClCell inputArray result)
+            )
+
+            processor.Post(Msg.CreateRunMsg<_, _>(kernel))
+
+            result
+
+    /// <summary>
+    /// Fills the third given array with the results of applying the given function
+    /// to the corresponding elements of the first two given arrays pairwise.
+    /// </summary>
+    /// <remarks>
+    /// The first two input arrays must have the same lengths.
+    /// </remarks>
+    /// <param name="map">The function to transform the pairs of the input elements.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let map2InPlace<'a, 'b, 'c> (map: Expr<'a -> 'b -> 'c>) (clContext: ClContext) workGroupSize =
+
+        let kernel =
+            <@ fun (ndRange: Range1D) length (leftArray: ClArray<'a>) (rightArray: ClArray<'b>) (resultArray: ClArray<'c>) ->
+
+                let gid = ndRange.GlobalID0
+
+                if gid < length then
+
+                    resultArray.[gid] <- (%map) leftArray.[gid] rightArray.[gid] @>
+
+        let kernel = clContext.Compile kernel
+
+        fun (processor: MailboxProcessor<_>) (leftArray: ClArray<'a>) (rightArray: ClArray<'b>) (resultArray: ClArray<'c>) ->
+
+            let ndRange =
+                Range1D.CreateValid(resultArray.Length, workGroupSize)
+
+            let kernel = kernel.GetKernel()
+
+            processor.Post(
+                Msg.MsgSetArguments
+                    (fun () -> kernel.KernelFunc ndRange resultArray.Length leftArray rightArray resultArray)
+            )
+
+            processor.Post(Msg.CreateRunMsg<_, _>(kernel))
+
+    /// <summary>
+    /// Builds a new array whose elements are the results of applying the given function
+    /// to the corresponding elements of the two given arrays pairwise.
+    /// </summary>
+    /// <remarks>
+    /// The two input arrays must have the same lengths.
+    /// </remarks>
+    /// <param name="map">The function to transform the pairs of the input elements.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let map2<'a, 'b, 'c> map (clContext: ClContext) workGroupSize =
+        let map2 =
+            map2InPlace<'a, 'b, 'c> map clContext workGroupSize
+
+        fun (processor: MailboxProcessor<_>) allocationMode (leftArray: ClArray<'a>) (rightArray: ClArray<'b>) ->
+
+            let resultArray =
+                clContext.CreateClArrayWithSpecificAllocationMode(allocationMode, leftArray.Length)
+
+            map2 processor leftArray rightArray resultArray
+
+            resultArray
diff --git a/src/GraphBLAS-sharp.Backend/Common/Merge.fs b/src/GraphBLAS-sharp.Backend/Common/Merge.fs
deleted file mode 100644
index 07199ef2..00000000
--- a/src/GraphBLAS-sharp.Backend/Common/Merge.fs
+++ /dev/null
@@ -1,144 +0,0 @@
-namespace GraphBLAS.FSharp.Backend.Common
-
-open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-
-module Merge =
-    let run<'a, 'b when 'a: struct and 'b: struct and 'a: comparison> (clContext: ClContext) workGroupSize =
-
-        let defaultValue = Unchecked.defaultof<'a>
-
-        let merge =
-            <@ fun (ndRange: Range1D) (firstSide: int) (secondSide: int) (sumOfSides: int) (firstValues: ClArray<'a>) (secondValues: ClArray<'a>) (resultValues: ClArray<'a>) ->
-
-                let gid = ndRange.GlobalID0
-                let lid = ndRange.LocalID0
-
-                let mutable beginIdxLocal = local ()
-                let mutable endIdxLocal = local ()
-
-                if lid < 2 then
-                    // (n - 1) * wgSize - 1 for lid = 0
-                    // n * wgSize - 1 for lid = 1
-                    // where n in 1 .. wgGroupCount
-                    let x = lid * (workGroupSize - 1) + gid - 1
-
-                    let diagonalNumber = min (sumOfSides - 1) x
-
-                    let mutable leftEdge = max 0 (diagonalNumber + 1 - secondSide)
-
-                    let mutable rightEdge = min (firstSide - 1) diagonalNumber
-
-                    while leftEdge <= rightEdge do
-                        let middleIdx = (leftEdge + rightEdge) / 2
-
-                        let firstIndex = firstValues.[middleIdx]
-
-                        let secondIndex =
-                            secondValues.[diagonalNumber - middleIdx]
-
-                        if firstIndex <= secondIndex then
-                            leftEdge <- middleIdx + 1
-                        else
-                            rightEdge <- middleIdx - 1
-
-                    // Here localID equals either 0 or 1
-                    if lid = 0 then
-                        beginIdxLocal <- leftEdge
-                    else
-                        endIdxLocal <- leftEdge
-
-                barrierLocal ()
-
-                let beginIdx = beginIdxLocal
-                let endIdx = endIdxLocal
-                let firstLocalLength = endIdx - beginIdx
-
-                let mutable x = workGroupSize - firstLocalLength
-
-                if endIdx = firstSide then
-                    x <- secondSide - gid + lid + beginIdx
-
-                let secondLocalLength = x
-
-                //First indices are from 0 to firstLocalLength - 1 inclusive
-                //Second indices are from firstLocalLength to firstLocalLength + secondLocalLength - 1 inclusive
-                let localIndices = localArray<'a> workGroupSize
-
-                if lid < firstLocalLength then
-                    localIndices.[lid] <- firstValues.[beginIdx + lid]
-
-                if lid < secondLocalLength then
-                    localIndices.[firstLocalLength + lid] <- secondValues.[gid - beginIdx]
-
-                barrierLocal ()
-
-                if gid < sumOfSides then
-                    let mutable leftEdge = lid + 1 - secondLocalLength
-                    if leftEdge < 0 then leftEdge <- 0
-
-                    let mutable rightEdge = firstLocalLength - 1
-
-                    rightEdge <- min rightEdge lid
-
-                    while leftEdge <= rightEdge do
-                        let middleIdx = (leftEdge + rightEdge) / 2
-                        let firstIndex = localIndices.[middleIdx]
-
-                        let secondIndex =
-                            localIndices.[firstLocalLength + lid - middleIdx]
-
-                        if firstIndex <= secondIndex then
-                            leftEdge <- middleIdx + 1
-                        else
-                            rightEdge <- middleIdx - 1
-
-                    let boundaryX = rightEdge
-                    let boundaryY = lid - leftEdge
-
-                    // boundaryX and boundaryY can't be off the right edge of array (only off the left edge)
-                    let isValidX = boundaryX >= 0
-                    let isValidY = boundaryY >= 0
-
-                    let mutable fstIdx = defaultValue
-
-                    if isValidX then
-                        fstIdx <- localIndices.[boundaryX]
-
-                    let mutable sndIdx = defaultValue
-
-                    if isValidY then
-                        sndIdx <- localIndices.[firstLocalLength + boundaryY]
-
-                    if not isValidX || isValidY && fstIdx <= sndIdx then
-                        resultValues.[gid] <- sndIdx
-                    else
-                        resultValues.[gid] <- fstIdx @>
-
-        let kernel = clContext.Compile merge
-
-        fun (processor: MailboxProcessor<_>) (firstValues: ClArray<'a>) (secondValues: ClArray<'a>) ->
-
-            let firstSide = firstValues.Length
-
-            let secondSide = secondValues.Length
-
-            let sumOfSides = firstSide + secondSide
-
-            let resultValues =
-                clContext.CreateClArrayWithSpecificAllocationMode<'a>(DeviceOnly, sumOfSides)
-
-            let ndRange =
-                Range1D.CreateValid(sumOfSides, workGroupSize)
-
-            let kernel = kernel.GetKernel()
-
-            processor.Post(
-                Msg.MsgSetArguments
-                    (fun () ->
-                        kernel.KernelFunc ndRange firstSide secondSide sumOfSides firstValues secondValues resultValues)
-            )
-
-            processor.Post(Msg.CreateRunMsg<_, _>(kernel))
-
-            resultValues
diff --git a/src/GraphBLAS-sharp.Backend/Common/PrefixSum.fs b/src/GraphBLAS-sharp.Backend/Common/PrefixSum.fs
index 09cdfb5d..a56af91f 100644
--- a/src/GraphBLAS-sharp.Backend/Common/PrefixSum.fs
+++ b/src/GraphBLAS-sharp.Backend/Common/PrefixSum.fs
@@ -3,8 +3,8 @@ namespace GraphBLAS.FSharp.Backend.Common
 open Brahma.FSharp
 open FSharp.Quotations
 open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClCell
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 
 module PrefixSum =
     let private update (opAdd: Expr<'a -> 'a -> 'a>) (clContext: ClContext) workGroupSize =
@@ -209,7 +209,7 @@ module PrefixSum =
     let runBackwardsIncludeInPlace plus = runInPlace plus true scanInclusive
 
     /// <summary>
-    /// Exclude inplace prefix sum.
+    /// Exclude in-place prefix sum of integer array with addition operation and start value that is equal to 0.
     /// </summary>
     /// <example>
     /// <code>
@@ -222,10 +222,8 @@ module PrefixSum =
     /// > val sum = [| 4 |]
     /// </code>
     /// </example>
-    ///<param name="clContext">ClContext.</param>
-    ///<param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
-    ///<param name="plus">Associative binary operation.</param>
-    ///<param name="zero">Zero element for binary operation.</param>
+    /// <param name="clContext">ClContext.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let standardExcludeInPlace (clContext: ClContext) workGroupSize =
 
         let scan =
@@ -236,23 +234,21 @@ module PrefixSum =
             scan processor inputArray 0
 
     /// <summary>
-    /// Include inplace prefix sum.
+    /// Include in-place prefix sum of integer array with addition operation and start value that is equal to 0.
     /// </summary>
     /// <example>
     /// <code>
     /// let arr = [| 1; 1; 1; 1 |]
     /// let sum = [| 0 |]
-    /// runExcludeInplace clContext workGroupSize processor arr sum (+) 0
+    /// runIncludeInplace clContext workGroupSize processor arr sum (+) 0
     /// |> ignore
     /// ...
     /// > val arr = [| 1; 2; 3; 4 |]
     /// > val sum = [| 4 |]
     /// </code>
     /// </example>
-    ///<param name="clContext">ClContext.</param>
-    ///<param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
-    ///<param name="plus">Associative binary operation.</param>
-    ///<param name="zero">Zero element for binary operation.</param>
+    /// <param name="clContext">ClContext.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let standardIncludeInPlace (clContext: ClContext) workGroupSize =
 
         let scan =
diff --git a/src/GraphBLAS-sharp.Backend/Common/Scatter.fs b/src/GraphBLAS-sharp.Backend/Common/Scatter.fs
index 4f51cb93..82980465 100644
--- a/src/GraphBLAS-sharp.Backend/Common/Scatter.fs
+++ b/src/GraphBLAS-sharp.Backend/Common/Scatter.fs
@@ -3,7 +3,7 @@ namespace GraphBLAS.FSharp.Backend.Common
 open Brahma.FSharp
 open GraphBLAS.FSharp.Backend.Quotes
 
-module internal Scatter =
+module Scatter =
     let private general<'a> predicate (clContext: ClContext) workGroupSize =
 
         let run =
@@ -46,7 +46,8 @@ module internal Scatter =
             processor.Post(Msg.CreateRunMsg<_, _>(kernel))
 
     /// <summary>
-    /// Creates a new array from the given one where it is indicated by the array of positions at which position in the new array
+    /// Creates a new array from the given one where it is indicated
+    /// by the array of positions at which position in the new array
     /// should be a value from the given one.
     /// </summary>
     /// <remarks>
@@ -147,7 +148,7 @@ module internal Scatter =
     /// </code>
     /// </example>
     /// <param name="valueMap">Maps global id to a value</param>
-    let initFirsOccurrence<'a> valueMap =
+    let initFirstOccurrence<'a> valueMap =
         generalInit<'a>
         <| Predicates.firstOccurrence ()
         <| valueMap
diff --git a/src/GraphBLAS-sharp.Backend/Common/Sort/Bitonic.fs b/src/GraphBLAS-sharp.Backend/Common/Sort/Bitonic.fs
index db833874..f51e94ce 100644
--- a/src/GraphBLAS-sharp.Backend/Common/Sort/Bitonic.fs
+++ b/src/GraphBLAS-sharp.Backend/Common/Sort/Bitonic.fs
@@ -3,7 +3,7 @@ namespace GraphBLAS.FSharp.Backend.Common.Sort
 open Brahma.FSharp
 open GraphBLAS.FSharp.Backend.Common
 
-module internal Bitonic =
+module Bitonic =
     let private localBegin (clContext: ClContext) workGroupSize =
 
         let processedSize = workGroupSize * 2
diff --git a/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs b/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs
index feafce5e..b7db92d0 100644
--- a/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs
+++ b/src/GraphBLAS-sharp.Backend/Common/Sort/Radix.fs
@@ -2,18 +2,19 @@ namespace GraphBLAS.FSharp.Backend.Common.Sort
 
 
 open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ClCell
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
-module Radix =
+module internal Radix =
     // the number of bits considered per iteration
-    let defaultBitCount = 4
+    let private defaultBitCount = 4
 
-    let keyBitCount = 32
+    let private keyBitCount = 32
 
-    let localPrefixSum =
+    let private localPrefixSum =
         <@ fun (lid: int) (workGroupSize: int) (array: int []) ->
             let mutable offset = 1
 
@@ -29,7 +30,7 @@ module Radix =
                 barrierLocal ()
                 array.[lid] <- value @>
 
-    let count (clContext: ClContext) workGroupSize mask =
+    let private count (clContext: ClContext) workGroupSize mask =
 
         let bitCount = mask + 1
 
@@ -108,7 +109,7 @@ module Radix =
 
             globalOffsets, localOffsets
 
-    let scatter (clContext: ClContext) workGroupSize mask =
+    let private scatter (clContext: ClContext) workGroupSize mask =
 
         let kernel =
             <@ fun (ndRange: Range1D) length (keys: ClArray<int>) (shift: ClCell<int>) (workGroupCount: ClCell<int>) (globalOffsets: ClArray<int>) (localOffsets: ClArray<int>) (result: ClArray<int>) ->
@@ -147,7 +148,7 @@ module Radix =
 
             processor.Post(Msg.CreateRunMsg<_, _>(kernel))
 
-    let runKeysOnly (clContext: ClContext) workGroupSize bitCount =
+    let private runKeysOnly (clContext: ClContext) workGroupSize bitCount =
         let copy = ClArray.copy clContext workGroupSize
 
         let mask = (pown 2 bitCount) - 1
@@ -198,7 +199,7 @@ module Radix =
     let standardRunKeysOnly clContext workGroupSize =
         runKeysOnly clContext workGroupSize defaultBitCount
 
-    let scatterByKey (clContext: ClContext) workGroupSize mask =
+    let private scatterByKey (clContext: ClContext) workGroupSize mask =
 
         let kernel =
             <@ fun (ndRange: Range1D) length (keys: ClArray<int>) (values: ClArray<'a>) (shift: ClCell<int>) (workGroupCount: ClCell<int>) (globalOffsets: ClArray<int>) (localOffsets: ClArray<int>) (resultKeys: ClArray<int>) (resultValues: ClArray<'a>) ->
@@ -248,7 +249,7 @@ module Radix =
 
             processor.Post(Msg.CreateRunMsg<_, _>(kernel))
 
-    let runByKeys (clContext: ClContext) workGroupSize bitCount =
+    let private runByKeys (clContext: ClContext) workGroupSize bitCount =
         let copy = ClArray.copy clContext workGroupSize
 
         let dataCopy = ClArray.copy clContext workGroupSize
@@ -268,7 +269,7 @@ module Radix =
                 failwith "Mismatch of key lengths and value. Lengths must be the same"
 
             if values.Length <= 1 then
-                dataCopy processor allocationMode values
+                copy processor DeviceOnly keys, dataCopy processor DeviceOnly values
             else
                 let firstKeys = copy processor DeviceOnly keys
 
@@ -322,11 +323,22 @@ module Radix =
                     localOffset.Free processor
                     shift.Free processor
 
-                (fst keysPair).Free processor
                 (snd keysPair).Free processor
                 (snd valuesPair).Free processor
 
-                (fst valuesPair)
+                (fst keysPair, fst valuesPair)
+
+    let runByKeysStandardValuesOnly clContext workGroupSize =
+        let runByKeys =
+            runByKeys clContext workGroupSize defaultBitCount
+
+        fun (processor: MailboxProcessor<_>) allocationMode (keys: ClArray<int>) (values: ClArray<'a>) ->
+            let keys, values =
+                runByKeys processor allocationMode keys values
+
+            keys.Free processor
+
+            values
 
     let runByKeysStandard clContext workGroupSize =
         runByKeys clContext workGroupSize defaultBitCount
diff --git a/src/GraphBLAS-sharp.Backend/Common/Sum.fs b/src/GraphBLAS-sharp.Backend/Common/Sum.fs
index 07d64a27..94a745c2 100644
--- a/src/GraphBLAS-sharp.Backend/Common/Sum.fs
+++ b/src/GraphBLAS-sharp.Backend/Common/Sum.fs
@@ -1,12 +1,12 @@
 namespace GraphBLAS.FSharp.Backend.Common
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Quotes
 open Microsoft.FSharp.Control
 open Microsoft.FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClCell
+open GraphBLAS.FSharp.Backend.Quotes
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 
 module Reduce =
     /// <summary>
@@ -133,7 +133,7 @@ module Reduce =
             resultCell
 
     /// <summary>
-    /// Summarize array elements.
+    /// Summarizes array elements.
     /// </summary>
     /// <param name="clContext">ClContext.</param>
     /// <param name="workGroupSize">Work group size.</param>
@@ -237,7 +237,7 @@ module Reduce =
             resultCell
 
     /// <summary>
-    /// Reduce an array of values.
+    /// Reduces an array of values.
     /// </summary>
     /// <param name="clContext">ClContext.</param>
     /// <param name="workGroupSize">Work group size.</param>
@@ -259,7 +259,7 @@ module Reduce =
     /// </summary>
     module ByKey =
         /// <summary>
-        /// Reduce an array of values by key using a single work item.
+        /// Reduces an array of values by key using a single work item.
         /// </summary>
         /// <param name="clContext">ClContext.</param>
         /// <param name="workGroupSize">Work group size.</param>
@@ -428,7 +428,7 @@ module Reduce =
                         let itemKeyId = lid + 1
 
                         let startKeyIndex =
-                            (%Search.Bin.lowerPosition) length itemKeyId localBitmap
+                            (%Search.Bin.lowerPositionLocal) length itemKeyId localBitmap
 
                         match startKeyIndex with
                         | Some startPosition ->
@@ -473,6 +473,135 @@ module Reduce =
                 reducedValues, reducedKeys
 
         module Option =
+            /// <summary>
+            /// Reduces values by key. Each segment is reduced by one work item.
+            /// </summary>
+            /// <param name="clContext">ClContext.</param>
+            /// <param name="workGroupSize">Work group size.</param>
+            /// <param name="reduceOp">Operation for reducing values.</param>
+            let segmentSequential<'a>
+                (reduceOp: Expr<'a option -> 'a option -> 'a option>)
+                (clContext: ClContext)
+                workGroupSize
+                =
+
+                let kernel =
+                    <@ fun (ndRange: Range1D) uniqueKeyCount keysLength (offsets: ClArray<int>) (keys: ClArray<int>) (values: ClArray<'a option>) (reducedValues: ClArray<'a>) (firstReducedKeys: ClArray<int>) (resultPositions: ClArray<int>) ->
+
+                        let gid = ndRange.GlobalID0
+
+                        if gid < uniqueKeyCount then
+                            let startPosition =
+                                (%Search.Bin.lowerPosition) keysLength gid offsets
+
+                            match startPosition with
+                            | Some startPosition ->
+                                let firstSourceKey = keys.[startPosition]
+
+                                let mutable sum = None
+
+                                let mutable currentPosition = startPosition
+
+                                while currentPosition < keysLength
+                                      && firstSourceKey = keys.[currentPosition] do
+                                    let result = (%reduceOp) sum values.[currentPosition] // brahma error
+                                    sum <- result
+                                    currentPosition <- currentPosition + 1
+
+                                match sum with
+                                | Some value ->
+                                    reducedValues.[gid] <- value
+                                    resultPositions.[gid] <- 1
+                                | None -> resultPositions.[gid] <- 0
+
+                                firstReducedKeys.[gid] <- firstSourceKey
+                            | None -> () @> // not possible if done correctly
+
+                let kernel = clContext.Compile kernel
+
+                let getUniqueBitmap =
+                    Bitmap.lastOccurrence clContext workGroupSize
+
+                let scatterData =
+                    Scatter.lastOccurrence clContext workGroupSize
+
+                let scatterIndices =
+                    Scatter.lastOccurrence clContext workGroupSize
+
+                let prefixSum =
+                    PrefixSum.standardExcludeInPlace clContext workGroupSize
+
+                fun (processor: MailboxProcessor<_>) allocationMode (keys: ClArray<int>) (values: ClArray<'a option>) ->
+
+                    let offsets =
+                        getUniqueBitmap processor DeviceOnly keys
+
+                    let uniqueKeysCount =
+                        (prefixSum processor offsets)
+                            .ToHostAndFree processor
+
+                    let reducedValues =
+                        clContext.CreateClArrayWithSpecificAllocationMode(DeviceOnly, uniqueKeysCount)
+
+                    let reducedKeys =
+                        clContext.CreateClArrayWithSpecificAllocationMode(DeviceOnly, uniqueKeysCount)
+
+                    let resultPositions =
+                        clContext.CreateClArrayWithSpecificAllocationMode(DeviceOnly, uniqueKeysCount)
+
+                    let ndRange =
+                        Range1D.CreateValid(uniqueKeysCount, workGroupSize)
+
+                    let kernel = kernel.GetKernel()
+
+                    processor.Post(
+                        Msg.MsgSetArguments
+                            (fun () ->
+                                kernel.KernelFunc
+                                    ndRange
+                                    uniqueKeysCount
+                                    keys.Length
+                                    offsets
+                                    keys
+                                    values
+                                    reducedValues
+                                    reducedKeys
+                                    resultPositions)
+                    )
+
+                    processor.Post(Msg.CreateRunMsg<_, _>(kernel))
+
+                    offsets.Free processor
+
+                    let resultLength =
+                        (prefixSum processor resultPositions)
+                            .ToHostAndFree processor
+
+                    if resultLength = 0 then
+                        reducedValues.Free processor
+                        reducedKeys.Free processor
+                        resultPositions.Free processor
+                        None
+                    else
+                        // write values
+                        let resultValues =
+                            clContext.CreateClArrayWithSpecificAllocationMode(allocationMode, resultLength)
+
+                        scatterData processor resultPositions reducedValues resultValues
+
+                        reducedValues.Free processor
+
+                        // write keys
+                        let resultKeys =
+                            clContext.CreateClArrayWithSpecificAllocationMode(allocationMode, resultLength)
+
+                        scatterIndices processor resultPositions reducedKeys resultKeys
+
+                        reducedKeys.Free processor
+                        resultPositions.Free processor
+
+                        Some(resultValues, resultKeys)
+
             /// <summary>
             /// Reduces values by key. Each segment is reduced by one work item.
             /// </summary>
@@ -480,9 +609,13 @@ module Reduce =
             /// <param name="workGroupSize">Work group size.</param>
             /// <param name="reduceOp">Operation for reducing values.</param>
             /// <remarks>
-            /// The length of the result must be calculated in advance.
+            /// The length of the result and offsets for each segment must be calculated in advance.
             /// </remarks>
-            let segmentSequential<'a> (reduceOp: Expr<'a -> 'a -> 'a option>) (clContext: ClContext) workGroupSize =
+            let segmentSequentialByOffsets<'a>
+                (reduceOp: Expr<'a -> 'a -> 'a option>)
+                (clContext: ClContext)
+                workGroupSize
+                =
 
                 let kernel =
                     <@ fun (ndRange: Range1D) uniqueKeyCount keysLength (offsets: ClArray<int>) (keys: ClArray<int>) (values: ClArray<'a>) (reducedValues: ClArray<'a>) (firstReducedKeys: ClArray<int>) (resultPositions: ClArray<int>) ->
@@ -595,7 +728,7 @@ module Reduce =
 
     module ByKey2D =
         /// <summary>
-        /// Reduce an array of values by 2D keys using a single work item.
+        /// Reduces an array of values by 2D keys using a single work item.
         /// </summary>
         /// <param name="clContext">ClContext.</param>
         /// <param name="workGroupSize">Work group size.</param>
diff --git a/src/GraphBLAS-sharp.Backend/GraphBLAS-sharp.Backend.fsproj b/src/GraphBLAS-sharp.Backend/GraphBLAS-sharp.Backend.fsproj
index 4709660f..c90f4cb7 100644
--- a/src/GraphBLAS-sharp.Backend/GraphBLAS-sharp.Backend.fsproj
+++ b/src/GraphBLAS-sharp.Backend/GraphBLAS-sharp.Backend.fsproj
@@ -1,4 +1,4 @@
-<?xml version="1.0" encoding="utf-8"?>
+<?xml version="1.0" encoding="utf-8"?>
 <Project Sdk="Microsoft.NET.Sdk">
 
   <PropertyGroup>
@@ -17,7 +17,7 @@
     <Compile Include="Objects/Matrix.fs" />
     <Compile Include="Objects/AtLeastOne.fs" />
     <Compile Include="Objects/ClContextExtensions.fs" />
-    <Compile Include="Objects/ClCell.fs" />
+    <Compile Include="Objects/ClCellExtensions.fs" />
       
     <Compile Include="Quotes/SubReduce.fs" />
     <Compile Include="Quotes/Arithmetic.fs" />
@@ -27,25 +27,27 @@
     <Compile Include="Quotes/PreparePositions.fs" />
     <Compile Include="Quotes/Predicates.fs" />
     <Compile Include="Quotes/Map.fs" />
-      
     <Compile Include="Quotes/Search.fs" />
+
     <Compile Include="Common/Scatter.fs" />
     <Compile Include="Common/Utils.fs" />
     <Compile Include="Common/PrefixSum.fs" />
     <Compile Include="Common/Gather.fs" />
+    <Compile Include="Common/Map.fs" />
+    <Compile Include="Common/Bitmap.fs" />
+    <Compile Include="Common/Sum.fs" />
     <Compile Include="Common/ClArray.fs" />
     <Compile Include="Common/Sort/Radix.fs" />
     <Compile Include="Common/Sort/Bitonic.fs" />
-    <Compile Include="Common/Sum.fs" />
-    <Compile Include="Common/Merge.fs" />
       
+    <Compile Include="Common/Common.fs" />
+
     <Compile Include="Vector/Dense/Vector.fs" />
     <Compile Include="Vector/Sparse/Common.fs" />
     <Compile Include="Vector/Sparse/Merge.fs" />
     <Compile Include="Vector/Sparse/Map2.fs" />
     <Compile Include="Vector/Sparse/Map.fs" />
     <Compile Include="Vector/Sparse/Vector.fs" />
-    <Compile Include="Vector/SpMV.fs" />
     <Compile Include="Vector/Vector.fs" />
     <Compile Include="Matrix/Common.fs" />
     <Compile Include="Matrix/COO/Map.fs" />
@@ -55,14 +57,20 @@
     <Compile Include="Matrix/CSR/Merge.fs" />
     <Compile Include="Matrix/CSR/Map2.fs" />
     <Compile Include="Matrix/CSR/Map.fs" />
-    <Compile Include="Matrix/CSR/Kronecker.fs" />
     <Compile Include="Matrix/CSR/Matrix.fs" />
     <Compile Include="Matrix/LIL/Matrix.fs" />
-    <Compile Include="Matrix/SpGeMM/Expand.fs" />
-    <Compile Include="Matrix/SpGeMM/Masked.fs" />
     <Compile Include="Matrix/Matrix.fs" />
-      
+    <Compile Include="Operations/SpGeMM/Expand.fs" />  
+    <Compile Include="Operations/SpGeMM/Masked.fs" />
+    <Compile Include="Operations/SpMV.fs" />
+    <Compile Include="Operations/SpMSpV.fs" />  
+    <Compile Include="Operations/Kronecker.fs" />
+    <Compile Include="Operations/Operations.fs" />
+
     <Compile Include="Algorithms/BFS.fs" />
+    <Compile Include="Algorithms/SSSP.fs" />
+    <Compile Include="Algorithms/Algorithms.fs" />
+      
   </ItemGroup>
   <Import Project="..\..\.paket\Paket.Restore.targets" />
 </Project>
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/COO/Map.fs b/src/GraphBLAS-sharp.Backend/Matrix/COO/Map.fs
index 7700b476..9b9377f0 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/COO/Map.fs
+++ b/src/GraphBLAS-sharp.Backend/Matrix/COO/Map.fs
@@ -5,13 +5,13 @@ open Brahma.FSharp
 open GraphBLAS.FSharp.Backend.Matrix
 open GraphBLAS.FSharp.Backend.Quotes
 open Microsoft.FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Objects
+open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Backend
-open GraphBLAS.FSharp.Backend.Objects.ClMatrix
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClMatrix
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 module internal Map =
-    let preparePositions<'a, 'b> opAdd (clContext: ClContext) workGroupSize =
+    let private preparePositions<'a, 'b> opAdd (clContext: ClContext) workGroupSize =
 
         let preparePositions (op: Expr<'a option -> 'b option>) =
             <@ fun (ndRange: Range1D) rowCount columnCount valuesLength (values: ClArray<'a>) (rows: ClArray<int>) (columns: ClArray<int>) (resultBitmap: ClArray<int>) (resultValues: ClArray<'b>) (resultRows: ClArray<int>) (resultColumns: ClArray<int>) ->
@@ -84,13 +84,13 @@ module internal Map =
             resultBitmap, resultValues, resultRows, resultColumns
 
     let run<'a, 'b when 'a: struct and 'b: struct and 'b: equality>
-        (opAdd: Expr<'a option -> 'b option>)
+        (op: Expr<'a option -> 'b option>)
         (clContext: ClContext)
         workGroupSize
         =
 
         let map =
-            preparePositions opAdd clContext workGroupSize
+            preparePositions op clContext workGroupSize
 
         let setPositions =
             Common.setPositions<'b> clContext workGroupSize
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/COO/Map2.fs b/src/GraphBLAS-sharp.Backend/Matrix/COO/Map2.fs
index 3d79eb9a..a728d546 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/COO/Map2.fs
+++ b/src/GraphBLAS-sharp.Backend/Matrix/COO/Map2.fs
@@ -1,17 +1,17 @@
 namespace GraphBLAS.FSharp.Backend.Matrix.COO
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Matrix
 open Microsoft.FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Objects
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClMatrix
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.Backend.Objects.ClMatrix
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Backend.Matrix
 
 module internal Map2 =
 
-    let preparePositions<'a, 'b, 'c> opAdd (clContext: ClContext) workGroupSize =
+    let private preparePositions<'a, 'b, 'c> opAdd (clContext: ClContext) workGroupSize =
 
         let preparePositions (op: Expr<'a option -> 'b option -> 'c option>) =
             <@ fun (ndRange: Range1D) rowCount columnCount leftValuesLength rightValuesLength (leftValues: ClArray<'a>) (leftRows: ClArray<int>) (leftColumns: ClArray<int>) (rightValues: ClArray<'b>) (rightRows: ClArray<int>) (rightColumn: ClArray<int>) (resultBitmap: ClArray<int>) (resultValues: ClArray<'c>) (resultRows: ClArray<int>) (resultColumns: ClArray<int>) ->
@@ -135,7 +135,7 @@ module internal Map2 =
               Values = resultValues }
 
     module AtLeastOne =
-        let preparePositionsAtLeastOne<'a, 'b, 'c when 'a: struct and 'b: struct and 'c: struct and 'c: equality>
+        let private preparePositionsAtLeastOne<'a, 'b, 'c when 'a: struct and 'b: struct and 'c: struct and 'c: equality>
             (clContext: ClContext)
             (opAdd: Expr<'a option -> 'b option -> 'c option>)
             workGroupSize
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/COO/Matrix.fs b/src/GraphBLAS-sharp.Backend/Matrix/COO/Matrix.fs
index fd0fc338..327a1b45 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/COO/Matrix.fs
+++ b/src/GraphBLAS-sharp.Backend/Matrix/COO/Matrix.fs
@@ -1,23 +1,49 @@
 namespace GraphBLAS.FSharp.Backend.Matrix.COO
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend.Quotes
 open Microsoft.FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClMatrix
-open GraphBLAS.FSharp.Backend.Objects.ClCell
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClMatrix
+open GraphBLAS.FSharp.Objects.ClCellExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 module Matrix =
+    /// <summary>
+    /// Builds a new COO matrix whose elements are the results of applying the given function
+    /// to each of the elements of the matrix.
+    /// </summary>
+    /// <param name="op">
+    /// A function to transform values of the input matrix.
+    /// Operand and result types should be optional to distinguish explicit and implicit zeroes
+    /// </param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let map = Map.run
 
+    /// <summary>
+    /// Builds a new COO matrix whose values are the results of applying the given function
+    /// to the corresponding pairs of values from the two matrices.
+    /// </summary>
+    /// <param name="op">
+    /// A function to transform pairs of values from the input matrices.
+    /// Operands and result types should be optional to distinguish explicit and implicit zeroes
+    /// </param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let map2 = Map2.run
 
-    ///<param name="clContext">.</param>
-    ///<param name="opAdd">.</param>
-    ///<param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    /// <summary>
+    /// Builds a new COO matrix whose values are the results of applying the given function
+    /// to the corresponding pairs of values from the two matrices.
+    /// </summary>
+    /// <param name="op">
+    /// A function to transform pairs of values from the input matrices.
+    /// Operation assumption: one of the operands should always be non-zero.
+    /// </param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let rec map2AtLeastOne<'a, 'b, 'c when 'a: struct and 'b: struct and 'c: struct and 'c: equality>
         (clContext: ClContext)
         (opAdd: Expr<AtLeastOne<'a, 'b> -> 'c option>)
@@ -26,6 +52,11 @@ module Matrix =
 
         Map2.AtLeastOne.run clContext (Convert.atLeastOneToOption opAdd) workGroupSize
 
+    /// <summary>
+    /// Converts <c>COO</c> matrix format to <c>Tuple</c>.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let getTuples (clContext: ClContext) workGroupSize =
 
         let copy = ClArray.copy clContext workGroupSize
@@ -48,6 +79,11 @@ module Matrix =
               ColumnIndices = resultColumns
               Values = resultValues }
 
+    /// <summary>
+    /// Converts rows of given COO matrix to rows in CSR format of the same matrix.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let private compressRows (clContext: ClContext) workGroupSize =
 
         let compressRows =
@@ -66,7 +102,7 @@ module Matrix =
         let create = ClArray.create clContext workGroupSize
 
         let scan =
-            PrefixSum.runBackwardsIncludeInPlace <@ min @> clContext workGroupSize
+            Common.PrefixSum.runBackwardsIncludeInPlace <@ min @> clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) allocationMode (rowIndices: ClArray<int>) rowCount ->
 
@@ -85,6 +121,12 @@ module Matrix =
 
             rowPointers
 
+    /// <summary>
+    /// Converts the given COO matrix to CSR format.
+    /// Values and columns are copied and do not depend on input COO matrix anymore.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let toCSR (clContext: ClContext) workGroupSize =
         let prepare = compressRows clContext workGroupSize
 
@@ -109,6 +151,12 @@ module Matrix =
               Columns = cols
               Values = values }
 
+    /// <summary>
+    /// Converts the given COO matrix to CSR format.
+    /// Values and columns are NOT copied and still depend on the input COO matrix.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let toCSRInPlace (clContext: ClContext) workGroupSize =
         let prepare = compressRows clContext workGroupSize
 
@@ -125,10 +173,16 @@ module Matrix =
               Columns = matrix.Columns
               Values = matrix.Values }
 
+    /// <summary>
+    /// Transposes the given matrix and returns result.
+    /// The given matrix should neither be used afterwards nor be disposed.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let transposeInPlace (clContext: ClContext) workGroupSize =
 
         let sort =
-            Sort.Bitonic.sortKeyValuesInplace clContext workGroupSize
+            Common.Sort.Bitonic.sortKeyValuesInplace clContext workGroupSize
 
         fun (queue: MailboxProcessor<_>) (matrix: ClMatrix.COO<'a>) ->
             sort queue matrix.Columns matrix.Rows matrix.Values
@@ -140,6 +194,11 @@ module Matrix =
               Columns = matrix.Rows
               Values = matrix.Values }
 
+    /// <summary>
+    /// Transposes the given matrix and returns result as a new matrix.
+    /// </summary>
+    ///<param name="clContext">OpenCL context.</param>
+    ///<param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let transpose (clContext: ClContext) workGroupSize =
 
         let transposeInPlace = transposeInPlace clContext workGroupSize
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/COO/Merge.fs b/src/GraphBLAS-sharp.Backend/Matrix/COO/Merge.fs
index e9cbf08d..5e847976 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/COO/Merge.fs
+++ b/src/GraphBLAS-sharp.Backend/Matrix/COO/Merge.fs
@@ -1,8 +1,8 @@
 namespace GraphBLAS.FSharp.Backend.Matrix.COO
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects
 
 module Merge =
     let run<'a, 'b when 'a: struct and 'b: struct> (clContext: ClContext) workGroupSize =
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/CSR/Map.fs b/src/GraphBLAS-sharp.Backend/Matrix/CSR/Map.fs
index a6c2b077..8d068d09 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/CSR/Map.fs
+++ b/src/GraphBLAS-sharp.Backend/Matrix/CSR/Map.fs
@@ -5,14 +5,14 @@ open FSharp.Quotations
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Backend.Quotes
 open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClCell
-open GraphBLAS.FSharp.Backend.Objects.ClMatrix
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClCellExtensions
+open GraphBLAS.FSharp.Objects.ClMatrix
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 module internal Map =
-    let preparePositions<'a, 'b> op (clContext: ClContext) workGroupSize =
+    let private preparePositions<'a, 'b> op (clContext: ClContext) workGroupSize =
 
         let preparePositions (op: Expr<'a option -> 'b option>) =
             <@ fun (ndRange: Range1D) rowCount columnCount (values: ClArray<'a>) (rowPointers: ClArray<int>) (columns: ClArray<int>) (resultBitmap: ClArray<int>) (resultValues: ClArray<'b>) (resultRows: ClArray<int>) (resultColumns: ClArray<int>) ->
@@ -83,13 +83,13 @@ module internal Map =
             resultBitmap, resultValues, resultRows, resultColumns
 
     let run<'a, 'b when 'a: struct and 'b: struct and 'b: equality>
-        (opAdd: Expr<'a option -> 'b option>)
+        (op: Expr<'a option -> 'b option>)
         (clContext: ClContext)
         workGroupSize
         =
 
         let map =
-            preparePositions opAdd clContext workGroupSize
+            preparePositions op clContext workGroupSize
 
         let setPositions =
             Common.setPositions<'b> clContext workGroupSize
@@ -115,7 +115,7 @@ module internal Map =
               Values = resultValues }
 
     module WithValue =
-        let preparePositions<'a, 'b, 'c when 'b: struct> (clContext: ClContext) workGroupSize op =
+        let private preparePositions<'a, 'b, 'c when 'b: struct> (clContext: ClContext) workGroupSize op =
 
             let preparePositions (op: Expr<'a option -> 'b option -> 'c option>) =
                 <@ fun (ndRange: Range1D) (operand: ClCell<'a option>) rowCount columnCount (values: ClArray<'b>) (rowPointers: ClArray<int>) (columns: ClArray<int>) (resultBitmap: ClArray<int>) (resultValues: ClArray<'c>) (resultRows: ClArray<int>) (resultColumns: ClArray<int>) ->
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/CSR/Map2.fs b/src/GraphBLAS-sharp.Backend/Matrix/CSR/Map2.fs
index bfd5f161..70599c16 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/CSR/Map2.fs
+++ b/src/GraphBLAS-sharp.Backend/Matrix/CSR/Map2.fs
@@ -5,13 +5,12 @@ open Microsoft.FSharp.Quotations
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Backend.Matrix
 open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClMatrix
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Matrix.COO
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClMatrix
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 module internal Map2 =
-    let preparePositions<'a, 'b, 'c> opAdd (clContext: ClContext) workGroupSize =
+    let private preparePositions<'a, 'b, 'c> opAdd (clContext: ClContext) workGroupSize =
 
         let preparePositions (op: Expr<'a option -> 'b option -> 'c option>) =
             <@ fun (ndRange: Range1D) rowCount columnCount (leftValues: ClArray<'a>) (leftRowPointers: ClArray<int>) (leftColumns: ClArray<int>) (rightValues: ClArray<'b>) (rightRowPointers: ClArray<int>) (rightColumn: ClArray<int>) (resultBitmap: ClArray<int>) (resultValues: ClArray<'c>) (resultRows: ClArray<int>) (resultColumns: ClArray<int>) ->
@@ -136,7 +135,7 @@ module internal Map2 =
               Values = resultValues }
 
     module AtLeastOne =
-        let preparePositions<'a, 'b, 'c when 'a: struct and 'b: struct and 'c: struct and 'c: equality>
+        let private preparePositions<'a, 'b, 'c when 'a: struct and 'b: struct and 'c: struct and 'c: equality>
             (opAdd: Expr<'a option -> 'b option -> 'c option>)
             (clContext: ClContext)
             workGroupSize
@@ -205,8 +204,7 @@ module internal Map2 =
             workGroupSize
             =
 
-            let merge =
-                GraphBLAS.FSharp.Backend.Matrix.CSR.Merge.run clContext workGroupSize
+            let merge = Merge.run clContext workGroupSize
 
             let preparePositions =
                 preparePositions opAdd clContext workGroupSize
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs b/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs
index 22171912..5cc805f9 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs
+++ b/src/GraphBLAS-sharp.Backend/Matrix/CSR/Matrix.fs
@@ -1,18 +1,22 @@
 namespace GraphBLAS.FSharp.Backend.Matrix.CSR
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend.Matrix
 open GraphBLAS.FSharp.Backend.Quotes
 open Microsoft.FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClMatrix
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ClVector
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClMatrix
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ClVector
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 module Matrix =
+    /// <summary>
+    /// Converts rows of given CSR matrix to rows in COO format of the same matrix.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let expandRowPointers (clContext: ClContext) workGroupSize =
 
         let kernel =
@@ -53,6 +57,11 @@ module Matrix =
 
             rows
 
+    /// <summary>
+    /// Gets an element from the given matrix on the input position.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let item<'a when 'a: struct> (clContext: ClContext) workGroupSize =
 
         let kernel =
@@ -92,6 +101,11 @@ module Matrix =
 
             result
 
+    /// <summary>
+    /// Returns matrix composed of all elements from the given row range of the input matrix.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let subRows (clContext: ClContext) workGroupSize =
 
         let kernel =
@@ -174,6 +188,12 @@ module Matrix =
               Columns = columns
               Values = values }
 
+    /// <summary>
+    /// Converts the given CSR matrix to COO format.
+    /// Values and columns are copied and do not depend on input CSR matrix anymore.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let toCOO (clContext: ClContext) workGroupSize =
         let prepare =
             expandRowPointers clContext workGroupSize
@@ -198,6 +218,12 @@ module Matrix =
               Columns = cols
               Values = values }
 
+    /// <summary>
+    /// Converts the given CSR matrix to COO format.
+    /// Values and columns are NOT copied and still depend on input CSR matrix.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let toCOOInPlace (clContext: ClContext) workGroupSize =
         let prepare =
             expandRowPointers clContext workGroupSize
@@ -214,10 +240,40 @@ module Matrix =
               Columns = matrix.Columns
               Values = matrix.Values }
 
+    /// <summary>
+    /// Builds a new COO matrix whose elements are the results of applying the given function
+    /// to each of the elements of the matrix.
+    /// </summary>
+    /// <param name="op">
+    /// A function to transform values of the input matrix.
+    /// Operand and result types should be optional to distinguish explicit and implicit zeroes
+    /// </param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let map = CSR.Map.run
 
+    /// <summary>
+    /// Builds a new COO matrix whose values are the results of applying the given function
+    /// to the corresponding pairs of values from the two matrices.
+    /// </summary>
+    /// <param name="op">
+    /// A function to transform pairs of values from the input matrices.
+    /// Operands and result types should be optional to distinguish explicit and implicit zeroes
+    /// </param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let map2 = Map2.run
 
+    /// <summary>
+    /// Builds a new COO matrix whose values are the results of applying the given function
+    /// to the corresponding pairs of values from the two matrices.
+    /// </summary>
+    /// <param name="op">
+    /// A function to transform pairs of values from the input matrices.
+    /// Operation assumption: one of the operands should always be non-zero.
+    /// </param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let map2AtLeastOne<'a, 'b, 'c when 'a: struct and 'b: struct and 'c: struct and 'c: equality>
         (clContext: ClContext)
         (opAdd: Expr<AtLeastOne<'a, 'b> -> 'c option>)
@@ -226,6 +282,12 @@ module Matrix =
 
         Map2.AtLeastOne.run (Convert.atLeastOneToOption opAdd) clContext workGroupSize
 
+    /// <summary>
+    /// Transposes the given matrix and returns result.
+    /// The given matrix should neither be used afterwards nor be disposed.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let transposeInPlace (clContext: ClContext) workGroupSize =
 
         let toCOOInPlace = toCOOInPlace clContext workGroupSize
@@ -241,6 +303,11 @@ module Matrix =
             |> transposeInPlace queue
             |> toCSRInPlace queue allocationMode
 
+    /// <summary>
+    /// Transposes the given matrix and returns result as a new matrix.
+    /// </summary>
+    ///<param name="clContext">OpenCL context.</param>
+    ///<param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let transpose (clContext: ClContext) workGroupSize =
 
         let toCOO = toCOO clContext workGroupSize
@@ -256,6 +323,11 @@ module Matrix =
             |> transposeInPlace queue
             |> toCSRInPlace queue allocationMode
 
+    /// <summary>
+    /// Represents the given matrix as <c>Seq</c> of optional sparse vectors, that are computed lazily.
+    /// </summary>
+    ///<param name="clContext">OpenCL context.</param>
+    ///<param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let byRowsLazy (clContext: ClContext) workGroupSize =
 
         let getChunkValues = ClArray.sub clContext workGroupSize
@@ -291,6 +363,11 @@ module Matrix =
                          else
                              None))
 
+    /// <summary>
+    /// Represents the given matrix as <c>Seq</c> of optional sparse vectors.
+    /// </summary>
+    ///<param name="clContext">OpenCL context.</param>
+    ///<param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let byRows (clContext: ClContext) workGroupSize =
 
         let runLazy = byRowsLazy clContext workGroupSize
@@ -299,6 +376,11 @@ module Matrix =
             runLazy processor allocationMode matrix
             |> Seq.map (fun lazyValue -> lazyValue.Value)
 
+    /// <summary>
+    /// Converts the given CSR matrix to LIL format.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let toLIL (clContext: ClContext) workGroupSize =
 
         let byRows = byRows clContext workGroupSize
@@ -314,12 +396,17 @@ module Matrix =
               Rows = rows
               NNZ = matrix.NNZ }
 
+    /// <summary>
+    /// Gets the number of non-zero elements in each row.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let NNZInRows (clContext: ClContext) workGroupSize =
 
         let pairwise = ClArray.pairwise clContext workGroupSize
 
         let subtract =
-            ClArray.map <@ fun (fst, snd) -> snd - fst @> clContext workGroupSize
+            Backend.Common.Map.map <@ fun (fst, snd) -> snd - fst @> clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) allocationMode (matrix: ClMatrix.CSR<'b>) ->
             let pointerPairs =
@@ -334,5 +421,3 @@ module Matrix =
             pointerPairs.Free processor
 
             rowsLength
-
-    let kronecker = Kronecker.run
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/CSR/Merge.fs b/src/GraphBLAS-sharp.Backend/Matrix/CSR/Merge.fs
index cf98d531..8376053e 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/CSR/Merge.fs
+++ b/src/GraphBLAS-sharp.Backend/Matrix/CSR/Merge.fs
@@ -2,9 +2,8 @@ namespace GraphBLAS.FSharp.Backend.Matrix.CSR
 
 open Brahma.FSharp
 open System
-open GraphBLAS.FSharp.Backend.Objects
-
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 module Merge =
     let run<'a, 'b when 'a: struct and 'b: struct> (clContext: ClContext) workGroupSize =
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/Common.fs b/src/GraphBLAS-sharp.Backend/Matrix/Common.fs
index 5588b203..e13b889e 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/Common.fs
+++ b/src/GraphBLAS-sharp.Backend/Matrix/Common.fs
@@ -1,9 +1,9 @@
 namespace GraphBLAS.FSharp.Backend.Matrix
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ClCell
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 
 module internal Common =
     ///<param name="clContext">.</param>
@@ -11,13 +11,13 @@ module internal Common =
     let setPositions<'a when 'a: struct> (clContext: ClContext) workGroupSize =
 
         let indicesScatter =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         let valuesScatter =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         let sum =
-            PrefixSum.standardExcludeInPlace clContext workGroupSize
+            Common.PrefixSum.standardExcludeInPlace clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) allocationMode (allRows: ClArray<int>) (allColumns: ClArray<int>) (allValues: ClArray<'a>) (positions: ClArray<int>) ->
 
@@ -46,13 +46,13 @@ module internal Common =
     let setPositionsOption<'a when 'a: struct> (clContext: ClContext) workGroupSize =
 
         let indicesScatter =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         let valuesScatter =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         let sum =
-            PrefixSum.standardExcludeInPlace clContext workGroupSize
+            Common.PrefixSum.standardExcludeInPlace clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) allocationMode (allRows: ClArray<int>) (allColumns: ClArray<int>) (allValues: ClArray<'a>) (positions: ClArray<int>) ->
 
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/LIL/Matrix.fs b/src/GraphBLAS-sharp.Backend/Matrix/LIL/Matrix.fs
index 34eff782..838fdead 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/LIL/Matrix.fs
+++ b/src/GraphBLAS-sharp.Backend/Matrix/LIL/Matrix.fs
@@ -1,9 +1,9 @@
 namespace GraphBLAS.FSharp.Backend.Matrix.LIL
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ClMatrix
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Objects.ClMatrix
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 module Matrix =
     let toCSR (clContext: ClContext) workGroupSize =
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs b/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs
index cd754379..c56ec5ea 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs
+++ b/src/GraphBLAS-sharp.Backend/Matrix/Matrix.fs
@@ -1,15 +1,21 @@
-namespace GraphBLAS.FSharp.Backend.Matrix
+namespace GraphBLAS.FSharp
 
 open Brahma.FSharp
 open Microsoft.FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClMatrix
 open GraphBLAS.FSharp.Backend.Vector
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClMatrix
 
+[<RequireQualifiedAccess>]
 module Matrix =
+    /// <summary>
+    /// Creates new matrix with the values from the given one.
+    /// New matrix represented in the format of the given one.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let copy (clContext: ClContext) workGroupSize =
 
         let copy = ClArray.copy clContext workGroupSize
@@ -166,8 +172,8 @@ module Matrix =
     /// <summary>
     /// Creates a new matrix, represented in CSC format, that is equal to the given one.
     /// </summary>
-    ///<param name="clContext">OpenCL context.</param>
-    ///<param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let toCSC (clContext: ClContext) workGroupSize =
         let COOtoCSR = COO.Matrix.toCSR clContext workGroupSize
 
@@ -228,6 +234,11 @@ module Matrix =
                 |> ClMatrix.CSC
             | _ -> failwith "Not yet implemented"
 
+    /// <summary>
+    /// Creates a new matrix, represented in LIL format, that is equal to the given one.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let toLIL (clContext: ClContext) workGroupSize =
 
         let copy = copy clContext workGroupSize
@@ -255,74 +266,6 @@ module Matrix =
                 |> ClMatrix.LIL
             | ClMatrix.LIL _ -> copy processor allocationMode matrix
 
-    let map (opAdd: Expr<'a option -> 'b option>) (clContext: ClContext) workGroupSize =
-        let mapCOO =
-            COO.Matrix.map opAdd clContext workGroupSize
-
-        let mapCSR =
-            CSR.Matrix.map opAdd clContext workGroupSize
-
-        let transposeCOO =
-            COO.Matrix.transposeInPlace clContext workGroupSize
-
-        fun (processor: MailboxProcessor<_>) allocationMode matrix ->
-            match matrix with
-            | ClMatrix.COO m -> mapCOO processor allocationMode m |> ClMatrix.COO
-            | ClMatrix.CSR m -> mapCSR processor allocationMode m |> ClMatrix.COO
-            | ClMatrix.CSC m ->
-                (mapCSR processor allocationMode m.ToCSR)
-                |> transposeCOO processor
-                |> ClMatrix.COO
-            | _ -> failwith "Not yet implemented"
-
-    let map2 (opAdd: Expr<'a option -> 'b option -> 'c option>) (clContext: ClContext) workGroupSize =
-        let map2COO =
-            COO.Matrix.map2 opAdd clContext workGroupSize
-
-        let map2CSR =
-            CSR.Matrix.map2 opAdd clContext workGroupSize
-
-        let transposeCOO =
-            COO.Matrix.transposeInPlace clContext workGroupSize
-
-        fun (processor: MailboxProcessor<_>) allocationMode matrix1 matrix2 ->
-            match matrix1, matrix2 with
-            | ClMatrix.COO m1, ClMatrix.COO m2 ->
-                map2COO processor allocationMode m1 m2
-                |> ClMatrix.COO
-            | ClMatrix.CSR m1, ClMatrix.CSR m2 ->
-                map2CSR processor allocationMode m1 m2
-                |> ClMatrix.COO
-            | ClMatrix.CSC m1, ClMatrix.CSC m2 ->
-                (map2CSR processor allocationMode m1.ToCSR m2.ToCSR)
-                |> transposeCOO processor
-                |> ClMatrix.COO
-            | _ -> failwith "Matrix formats are not matching"
-
-    let map2AtLeastOne (opAdd: Expr<AtLeastOne<'a, 'b> -> 'c option>) (clContext: ClContext) workGroupSize =
-        let COOMap2 =
-            COO.Matrix.map2AtLeastOne clContext opAdd workGroupSize
-
-        let CSRMap2 =
-            CSR.Matrix.map2AtLeastOne clContext opAdd workGroupSize
-
-        let COOTranspose =
-            COO.Matrix.transposeInPlace clContext workGroupSize
-
-        fun (processor: MailboxProcessor<_>) allocationMode matrix1 matrix2 ->
-            match matrix1, matrix2 with
-            | ClMatrix.COO m1, ClMatrix.COO m2 ->
-                COOMap2 processor allocationMode m1 m2
-                |> ClMatrix.COO
-            | ClMatrix.CSR m1, ClMatrix.CSR m2 ->
-                CSRMap2 processor allocationMode m1 m2
-                |> ClMatrix.COO
-            | ClMatrix.CSC m1, ClMatrix.CSC m2 ->
-                (CSRMap2 processor allocationMode m1.ToCSR m2.ToCSR)
-                |> COOTranspose processor
-                |> ClMatrix.COO
-            | _ -> failwith "Matrix formats are not matching"
-
     /// <summary>
     /// Transposes the given matrix and returns result.
     /// The given matrix should neither be used afterwards nor be disposed.
@@ -389,55 +332,3 @@ module Matrix =
                   Values = copyData processor allocationMode m.Values }
                 |> ClMatrix.CSR
             | ClMatrix.LIL _ -> failwith "Not yet implemented"
-
-    let kronecker (op: Expr<'a option -> 'b option -> 'c option>) (clContext: ClContext) workGroupSize =
-        let run =
-            CSR.Matrix.kronecker clContext workGroupSize op
-
-        fun (queue: MailboxProcessor<_>) allocationFlag (matrix1: ClMatrix<'a>) (matrix2: ClMatrix<'b>) ->
-            match matrix1, matrix2 with
-            | ClMatrix.CSR m1, ClMatrix.CSR m2 ->
-                let result = run queue allocationFlag m1 m2
-                Option.map ClMatrix.COO result
-            | _ -> failwith "Both matrices should be in CSR format."
-
-    module SpGeMM =
-        let masked
-            (opAdd: Expr<'c -> 'c -> 'c option>)
-            (opMul: Expr<'a -> 'b -> 'c option>)
-            (clContext: ClContext)
-            workGroupSize
-            =
-
-            let runCSRnCSC =
-                SpGeMM.Masked.run opAdd opMul clContext workGroupSize
-
-            fun (queue: MailboxProcessor<_>) (matrix1: ClMatrix<'a>) (matrix2: ClMatrix<'b>) (mask: ClMatrix<_>) ->
-                match matrix1, matrix2, mask with
-                | ClMatrix.CSR m1, ClMatrix.CSC m2, ClMatrix.COO mask -> runCSRnCSC queue m1 m2 mask |> ClMatrix.COO
-                | _ -> failwith "Matrix formats are not matching"
-
-        let expand
-            (opAdd: Expr<'c -> 'c -> 'c option>)
-            (opMul: Expr<'a -> 'b -> 'c option>)
-            (clContext: ClContext)
-            workGroupSize
-            =
-
-            let run =
-                SpGeMM.Expand.run opAdd opMul clContext workGroupSize
-
-            fun (processor: MailboxProcessor<_>) allocationMode (leftMatrix: ClMatrix<'a>) (rightMatrix: ClMatrix<'b>) ->
-                match leftMatrix, rightMatrix with
-                | ClMatrix.CSR leftMatrix, ClMatrix.CSR rightMatrix ->
-                    let allocCapacity =
-                        List.max [ sizeof<'a>
-                                   sizeof<'c>
-                                   sizeof<'b> ]
-                        * 1<Byte>
-
-                    let resultCapacity =
-                        (clContext.MaxMemAllocSize / allocCapacity) / 3
-
-                    run processor allocationMode resultCapacity leftMatrix rightMatrix
-                | _ -> failwith "Matrix formats are not matching"
diff --git a/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs b/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs
index 29aad544..5f5da3ae 100644
--- a/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs
+++ b/src/GraphBLAS-sharp.Backend/Objects/ArraysExtentions.fs
@@ -1,4 +1,4 @@
-namespace GraphBLAS.FSharp.Backend.Objects
+namespace GraphBLAS.FSharp.Objects
 
 open Brahma.FSharp
 
diff --git a/src/GraphBLAS-sharp.Backend/Objects/AtLeastOne.fs b/src/GraphBLAS-sharp.Backend/Objects/AtLeastOne.fs
index 758b2a4e..d0ab5aa5 100644
--- a/src/GraphBLAS-sharp.Backend/Objects/AtLeastOne.fs
+++ b/src/GraphBLAS-sharp.Backend/Objects/AtLeastOne.fs
@@ -1,4 +1,4 @@
-namespace GraphBLAS.FSharp.Backend.Objects
+namespace GraphBLAS.FSharp.Objects
 
 type AtLeastOne<'a, 'b when 'a: struct and 'b: struct> =
     | Both of 'a * 'b
diff --git a/src/GraphBLAS-sharp.Backend/Objects/ClCell.fs b/src/GraphBLAS-sharp.Backend/Objects/ClCellExtensions.fs
similarity index 89%
rename from src/GraphBLAS-sharp.Backend/Objects/ClCell.fs
rename to src/GraphBLAS-sharp.Backend/Objects/ClCellExtensions.fs
index 6b6b188f..20334aae 100644
--- a/src/GraphBLAS-sharp.Backend/Objects/ClCell.fs
+++ b/src/GraphBLAS-sharp.Backend/Objects/ClCellExtensions.fs
@@ -1,8 +1,8 @@
-namespace GraphBLAS.FSharp.Backend.Objects
+namespace GraphBLAS.FSharp.Objects
 
 open Brahma.FSharp
 
-module ClCell =
+module ClCellExtensions =
     type ClCell<'a> with
         member this.ToHost(processor: MailboxProcessor<_>) =
             processor.PostAndReply(fun ch -> Msg.CreateToHostMsg<_>(this, (Array.zeroCreate<'a> 1), ch)).[0]
diff --git a/src/GraphBLAS-sharp.Backend/Objects/ClContextExtensions.fs b/src/GraphBLAS-sharp.Backend/Objects/ClContextExtensions.fs
index bd5c8a3a..f525e3cd 100644
--- a/src/GraphBLAS-sharp.Backend/Objects/ClContextExtensions.fs
+++ b/src/GraphBLAS-sharp.Backend/Objects/ClContextExtensions.fs
@@ -1,8 +1,8 @@
-namespace GraphBLAS.FSharp.Backend.Objects
+namespace GraphBLAS.FSharp.Objects
 
 open Brahma.FSharp
 
-module ClContext =
+module ClContextExtensions =
     type AllocationFlag =
         | DeviceOnly
         | HostInterop
@@ -47,5 +47,6 @@ module ClContext =
 
             Cl
                 .GetDeviceInfo(this.ClDevice.Device, OpenCL.Net.DeviceInfo.MaxMemAllocSize, error)
-                .CastTo<int>()
-            * 1<Byte>
+                .CastTo<uint64>()
+            |> uint64
+            |> ((*) 1UL<Byte>)
diff --git a/src/GraphBLAS-sharp.Backend/Objects/Common.fs b/src/GraphBLAS-sharp.Backend/Objects/Common.fs
index 2c1d83ab..9efb172a 100644
--- a/src/GraphBLAS-sharp.Backend/Objects/Common.fs
+++ b/src/GraphBLAS-sharp.Backend/Objects/Common.fs
@@ -1,4 +1,4 @@
-namespace GraphBLAS.FSharp.Backend.Objects
+namespace GraphBLAS.FSharp.Objects
 
 open Brahma.FSharp
 
diff --git a/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs b/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs
index 650c40b3..81771bd0 100644
--- a/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs
+++ b/src/GraphBLAS-sharp.Backend/Objects/Matrix.fs
@@ -1,6 +1,7 @@
-namespace GraphBLAS.FSharp.Backend.Objects
+namespace GraphBLAS.FSharp.Objects
 
 open Brahma.FSharp
+open GraphBLAS.FSharp.Objects
 
 type MatrixFormat =
     | CSR
@@ -22,7 +23,6 @@ module ClMatrix =
                 q.Post(Msg.CreateFreeMsg<_>(this.Values))
                 q.Post(Msg.CreateFreeMsg<_>(this.Columns))
                 q.Post(Msg.CreateFreeMsg<_>(this.RowPointers))
-                q.PostAndReply(Msg.MsgNotifyMe)
 
         member this.Dispose q = (this :> IDeviceMemObject).Dispose q
 
@@ -112,13 +112,31 @@ module ClMatrix =
 
         member this.NNZ = this.Values.Length
 
+/// <summary>
+/// Represents an abstraction over matrix, whose values and indices are in OpenCL device memory.
+/// </summary>
 [<RequireQualifiedAccess>]
 type ClMatrix<'a when 'a: struct> =
+    /// <summary>
+    /// Represents an abstraction over matrix in CSR format, whose values and indices are in OpenCL device memory.
+    /// </summary>
     | CSR of ClMatrix.CSR<'a>
+    /// <summary>
+    /// Represents an abstraction over matrix in COO format, whose values and indices are in OpenCL device memory.
+    /// </summary>
     | COO of ClMatrix.COO<'a>
+    /// <summary>
+    /// Represents an abstraction over matrix in CSC format, whose values and indices are in OpenCL device memory.
+    /// </summary>
     | CSC of ClMatrix.CSC<'a>
+    /// <summary>
+    /// Represents an abstraction over matrix in LIL format, whose values and indices are in OpenCL device memory.
+    /// </summary>
     | LIL of ClMatrix.LIL<'a>
 
+    /// <summary>
+    /// Gets the number of rows in matrix.
+    /// </summary>
     member this.RowCount =
         match this with
         | ClMatrix.CSR matrix -> matrix.RowCount
@@ -126,6 +144,9 @@ type ClMatrix<'a when 'a: struct> =
         | ClMatrix.CSC matrix -> matrix.RowCount
         | ClMatrix.LIL matrix -> matrix.RowCount
 
+    /// <summary>
+    /// Gets the number of columns in matrix.
+    /// </summary>
     member this.ColumnCount =
         match this with
         | ClMatrix.CSR matrix -> matrix.ColumnCount
@@ -133,6 +154,9 @@ type ClMatrix<'a when 'a: struct> =
         | ClMatrix.CSC matrix -> matrix.ColumnCount
         | ClMatrix.LIL matrix -> matrix.ColumnCount
 
+    /// <summary>
+    /// Release device resources allocated for the matrix.
+    /// </summary>
     member this.Dispose q =
         match this with
         | ClMatrix.CSR matrix -> (matrix :> IDeviceMemObject).Dispose q
@@ -140,6 +164,9 @@ type ClMatrix<'a when 'a: struct> =
         | ClMatrix.CSC matrix -> (matrix :> IDeviceMemObject).Dispose q
         | ClMatrix.LIL matrix -> (matrix :> IDeviceMemObject).Dispose q
 
+    /// <summary>
+    /// Gets the number of non-zero elements in matrix.
+    /// </summary>
     member this.NNZ =
         match this with
         | ClMatrix.CSR matrix -> matrix.NNZ
diff --git a/src/GraphBLAS-sharp.Backend/Objects/Vector.fs b/src/GraphBLAS-sharp.Backend/Objects/Vector.fs
index f7430242..e7a221f1 100644
--- a/src/GraphBLAS-sharp.Backend/Objects/Vector.fs
+++ b/src/GraphBLAS-sharp.Backend/Objects/Vector.fs
@@ -1,7 +1,7 @@
-namespace GraphBLAS.FSharp.Backend.Objects
+namespace GraphBLAS.FSharp.Objects
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 type VectorFormat =
     | Sparse
@@ -18,21 +18,36 @@ module ClVector =
             member this.Dispose(q) =
                 q.Post(Msg.CreateFreeMsg<_>(this.Values))
                 q.Post(Msg.CreateFreeMsg<_>(this.Indices))
-                q.PostAndReply(Msg.MsgNotifyMe)
 
         member this.Dispose(q) = (this :> IDeviceMemObject).Dispose(q)
 
         member this.NNZ = this.Values.Length
 
+/// <summary>
+/// Represents an abstraction over vector, whose values and indices are in OpenCL device memory.
+/// </summary>
 [<RequireQualifiedAccess>]
 type ClVector<'a when 'a: struct> =
+    /// <summary>
+    /// Represents an abstraction over sparse vector, whose values and indices are in OpenCL device memory.
+    /// </summary>
     | Sparse of ClVector.Sparse<'a>
+    /// <summary>
+    /// Represents an abstraction over dense vector, whose values and indices are in OpenCL device memory.
+    /// </summary>
     | Dense of ClArray<'a option>
+
+    /// <summary>
+    /// Gets the number of elements in vector.
+    /// </summary>
     member this.Size =
         match this with
         | Sparse vector -> vector.Size
         | Dense vector -> vector.Size
 
+    /// <summary>
+    /// Release device resources allocated for the vector.
+    /// </summary>
     member this.Dispose(q) =
         match this with
         | Sparse vector -> vector.Dispose(q)
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/CSR/Kronecker.fs b/src/GraphBLAS-sharp.Backend/Operations/Kronecker.fs
similarity index 96%
rename from src/GraphBLAS-sharp.Backend/Matrix/CSR/Kronecker.fs
rename to src/GraphBLAS-sharp.Backend/Operations/Kronecker.fs
index 10151f41..9ff810bf 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/CSR/Kronecker.fs
+++ b/src/GraphBLAS-sharp.Backend/Operations/Kronecker.fs
@@ -1,17 +1,17 @@
-namespace GraphBLAS.FSharp.Backend.Matrix.CSR
+namespace GraphBLAS.FSharp.Backend.Operations
 
 open FSharpx.Collections
 open Microsoft.FSharp.Quotations
 open FSharp.Quotations.Evaluator.QuotationEvaluationExtensions
 open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.Backend.Common
 open GraphBLAS.FSharp.Backend.Matrix.COO
 open GraphBLAS.FSharp.Backend.Matrix.CSR
-open GraphBLAS.FSharp.Backend.Objects.ClCell
-open GraphBLAS.FSharp.Backend.Objects.ClMatrix
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClMatrix
+open GraphBLAS.FSharp.Objects.ClCellExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 module internal Kronecker =
     let private updateBitmap (clContext: ClContext) workGroupSize op =
@@ -67,7 +67,7 @@ module internal Kronecker =
         let updateBitmap = updateBitmap clContext workGroupSize op
 
         let sum =
-            Reduce.sum <@ fun x y -> x + y @> 0 clContext workGroupSize
+            Common.Reduce.sum <@ fun x y -> x + y @> 0 clContext workGroupSize
 
         let item = ClArray.item clContext workGroupSize
 
@@ -191,7 +191,7 @@ module internal Kronecker =
         let kernel = clContext.Compile <| setPositions
 
         let scan =
-            PrefixSum.standardIncludeInPlace clContext workGroupSize
+            Common.PrefixSum.standardIncludeInPlace clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) rowCount columnCount (rowOffset: int) (columnOffset: int) (startIndex: int) (resultMatrix: COO<'c>) (values: ClArray<'c>) (bitmap: ClArray<int>) ->
 
@@ -224,6 +224,9 @@ module internal Kronecker =
 
             processor.Post(Msg.CreateRunMsg<_, _> kernel)
 
+            rowOffset.Free processor
+            columnOffset.Free processor
+
             (sum.ToHostAndFree processor) + startIndex
 
     let private copyToResult (clContext: ClContext) workGroupSize =
@@ -271,6 +274,9 @@ module internal Kronecker =
 
             processor.Post(Msg.CreateRunMsg<_, _> kernel)
 
+            rowOffset.Free processor
+            columnOffset.Free processor
+
     let private insertZero (clContext: ClContext) workGroupSize =
 
         let copy = copyToResult clContext workGroupSize
@@ -430,7 +436,7 @@ module internal Kronecker =
         let mapAll = mapAll clContext workGroupSize op
 
         let bitonic =
-            Sort.Bitonic.sortKeyValuesInplace clContext workGroupSize
+            Common.Sort.Bitonic.sortKeyValuesInplace clContext workGroupSize
 
         fun (queue: MailboxProcessor<_>) allocationMode (matrixLeft: CSR<'a>) (matrixRight: CSR<'b>) ->
 
diff --git a/src/GraphBLAS-sharp.Backend/Operations/Operations.fs b/src/GraphBLAS-sharp.Backend/Operations/Operations.fs
new file mode 100644
index 00000000..06b2a39a
--- /dev/null
+++ b/src/GraphBLAS-sharp.Backend/Operations/Operations.fs
@@ -0,0 +1,376 @@
+namespace GraphBLAS.FSharp
+
+open Brahma.FSharp
+open Microsoft.FSharp.Core
+open Microsoft.FSharp.Quotations
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Backend.Matrix
+open GraphBLAS.FSharp.Backend.Vector
+open GraphBLAS.FSharp.Backend.Operations
+
+[<RequireQualifiedAccess>]
+module Operations =
+    module Vector =
+        /// <summary>
+        /// Builds a new vector whose elements are the results of applying the given function
+        /// to each of the elements of the vector.
+        /// </summary>
+        /// <param name="op">
+        /// A function to transform values of the input vector.
+        /// Operand and result types should be optional to distinguish explicit and implicit zeroes.
+        /// </param>
+        /// <param name="clContext">OpenCL context.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        let map (op: Expr<'a option -> 'b option>) (clContext: ClContext) workGroupSize =
+            let mapSparse =
+                Sparse.Vector.map op clContext workGroupSize
+
+            let mapDense =
+                Dense.Vector.map op clContext workGroupSize
+
+            fun (processor: MailboxProcessor<_>) allocationMode matrix ->
+                match matrix with
+                | ClVector.Sparse v ->
+                    mapSparse processor allocationMode v
+                    |> ClVector.Sparse
+                | ClVector.Dense v ->
+                    mapDense processor allocationMode v
+                    |> ClVector.Dense
+
+        /// <summary>
+        /// Builds a new vector whose values are the results of applying the given function
+        /// to the corresponding pairs of values from the two vectors.
+        /// </summary>
+        /// <param name="op">
+        /// A function to transform pairs of values from the input vectors.
+        /// Operands and result types should be optional to distinguish explicit and implicit zeroes.
+        /// </param>
+        /// <remarks>
+        /// Formats of the given vectors should match, otherwise an exception will be thrown.
+        /// </remarks>
+        /// <param name="clContext">OpenCL context.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        let map2 (op: Expr<'a option -> 'b option -> 'c option>) (clContext: ClContext) workGroupSize =
+            let map2Dense =
+                Dense.Vector.map2 op clContext workGroupSize
+
+            let map2Sparse =
+                Sparse.Vector.map2 op clContext workGroupSize
+
+            fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClVector<'a>) (rightVector: ClVector<'b>) ->
+                match leftVector, rightVector with
+                | ClVector.Dense left, ClVector.Dense right ->
+                    map2Dense processor allocationMode left right
+                    |> ClVector.Dense
+                    |> Some
+                | ClVector.Sparse left, ClVector.Sparse right ->
+                    Option.map ClVector.Sparse (map2Sparse processor allocationMode left right)
+                | _ -> failwith "Vector formats are not matching."
+
+        /// <summary>
+        /// Builds a new vector whose values are the results of applying the given function
+        /// to the corresponding pairs of values from the two vectors.
+        /// </summary>
+        /// <param name="op">
+        /// A function to transform pairs of values from the input vectors.
+        /// Operation assumption: one of the operands should always be non-zero.
+        /// </param>
+        /// <remarks>
+        /// Formats of the given vectors should match, otherwise an exception will be thrown.
+        /// </remarks>
+        /// <param name="clContext">OpenCL context.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        let map2AtLeastOne (op: Expr<AtLeastOne<'a, 'b> -> 'c option>) (clContext: ClContext) workGroupSize =
+            let map2Sparse =
+                Sparse.Vector.map2AtLeastOne op clContext workGroupSize
+
+            let map2Dense =
+                Dense.Vector.map2AtLeastOne op clContext workGroupSize
+
+            fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClVector<'a>) (rightVector: ClVector<'b>) ->
+                match leftVector, rightVector with
+                | ClVector.Sparse left, ClVector.Sparse right ->
+                    Option.map ClVector.Sparse (map2Sparse processor allocationMode left right)
+                | ClVector.Dense left, ClVector.Dense right ->
+                    map2Dense processor allocationMode left right
+                    |> ClVector.Dense
+                    |> Some
+                | _ -> failwith "Vector formats are not matching."
+
+    module Matrix =
+        /// <summary>
+        /// Builds a new matrix whose elements are the results of applying the given function
+        /// to each of the elements of the matrix.
+        /// </summary>
+        /// <param name="op">
+        /// A function to transform values of the input matrix.
+        /// Operand and result types should be optional to distinguish explicit and implicit zeroes
+        /// </param>
+        /// <param name="clContext">OpenCL context.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        let map (op: Expr<'a option -> 'b option>) (clContext: ClContext) workGroupSize =
+            let mapCOO =
+                COO.Matrix.map op clContext workGroupSize
+
+            let mapCSR =
+                CSR.Matrix.map op clContext workGroupSize
+
+            let transposeCOO =
+                COO.Matrix.transposeInPlace clContext workGroupSize
+
+            fun (processor: MailboxProcessor<_>) allocationMode matrix ->
+                match matrix with
+                | ClMatrix.COO m -> mapCOO processor allocationMode m |> ClMatrix.COO
+                | ClMatrix.CSR m -> mapCSR processor allocationMode m |> ClMatrix.COO
+                | ClMatrix.CSC m ->
+                    (mapCSR processor allocationMode m.ToCSR)
+                    |> transposeCOO processor
+                    |> ClMatrix.COO
+                | _ -> failwith "Not yet implemented"
+
+        /// <summary>
+        /// Builds a new matrix whose values are the results of applying the given function
+        /// to the corresponding pairs of values from the two matrices.
+        /// </summary>
+        /// <param name="op">
+        /// A function to transform pairs of values from the input matrices.
+        /// Operands and result types should be optional to distinguish explicit and implicit zeroes
+        /// </param>
+        /// <remarks>
+        /// Formats of the given matrices should match, otherwise an exception will be thrown.
+        /// </remarks>
+        /// <param name="clContext">OpenCL context.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        let map2 (op: Expr<'a option -> 'b option -> 'c option>) (clContext: ClContext) workGroupSize =
+            let map2COO =
+                COO.Matrix.map2 op clContext workGroupSize
+
+            let map2CSR =
+                CSR.Matrix.map2 op clContext workGroupSize
+
+            let transposeCOO =
+                COO.Matrix.transposeInPlace clContext workGroupSize
+
+            fun (processor: MailboxProcessor<_>) allocationMode matrix1 matrix2 ->
+                match matrix1, matrix2 with
+                | ClMatrix.COO m1, ClMatrix.COO m2 ->
+                    map2COO processor allocationMode m1 m2
+                    |> ClMatrix.COO
+                | ClMatrix.CSR m1, ClMatrix.CSR m2 ->
+                    map2CSR processor allocationMode m1 m2
+                    |> ClMatrix.COO
+                | ClMatrix.CSC m1, ClMatrix.CSC m2 ->
+                    (map2CSR processor allocationMode m1.ToCSR m2.ToCSR)
+                    |> transposeCOO processor
+                    |> ClMatrix.COO
+                | _ -> failwith "Matrix formats are not matching"
+
+        /// <summary>
+        /// Builds a new matrix whose values are the results of applying the given function
+        /// to the corresponding pairs of values from the two matrices.
+        /// </summary>
+        /// <param name="op">
+        /// A function to transform pairs of values from the input matrices.
+        /// Operation assumption: one of the operands should always be non-zero.
+        /// </param>
+        /// <remarks>
+        /// Formats of the given matrices should match, otherwise an exception will be thrown.
+        /// </remarks>
+        /// <param name="clContext">OpenCL context.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        let map2AtLeastOne (op: Expr<AtLeastOne<'a, 'b> -> 'c option>) (clContext: ClContext) workGroupSize =
+            let COOMap2 =
+                COO.Matrix.map2AtLeastOne clContext op workGroupSize
+
+            let CSRMap2 =
+                CSR.Matrix.map2AtLeastOne clContext op workGroupSize
+
+            let COOTranspose =
+                COO.Matrix.transposeInPlace clContext workGroupSize
+
+            fun (processor: MailboxProcessor<_>) allocationMode matrix1 matrix2 ->
+                match matrix1, matrix2 with
+                | ClMatrix.COO m1, ClMatrix.COO m2 ->
+                    COOMap2 processor allocationMode m1 m2
+                    |> ClMatrix.COO
+                | ClMatrix.CSR m1, ClMatrix.CSR m2 ->
+                    CSRMap2 processor allocationMode m1 m2
+                    |> ClMatrix.COO
+                | ClMatrix.CSC m1, ClMatrix.CSC m2 ->
+                    (CSRMap2 processor allocationMode m1.ToCSR m2.ToCSR)
+                    |> COOTranspose processor
+                    |> ClMatrix.COO
+                | _ -> failwith "Matrix formats are not matching"
+
+    /// <summary>
+    /// Matrix-vector multiplication.
+    /// Vector, that is going to be the result of the operation, should be passed as an argument.
+    /// </summary>
+    /// <param name="add">Type of binary function to reduce entries.</param>
+    /// <param name="mul">Type of binary function to combine entries.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let SpMVInPlace
+        (add: Expr<'c option -> 'c option -> 'c option>)
+        (mul: Expr<'a option -> 'b option -> 'c option>)
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        let runTo =
+            SpMV.runTo add mul clContext workGroupSize
+
+        fun (queue: MailboxProcessor<_>) (matrix: ClMatrix<'a>) (vector: ClVector<'b>) (result: ClVector<'c>) ->
+            match matrix, vector, result with
+            | ClMatrix.CSR m, ClVector.Dense v, ClVector.Dense r -> runTo queue m v r
+            | _ -> failwith "Not implemented yet"
+
+    /// <summary>
+    /// CSR Matrix - dense vector multiplication.
+    /// </summary>
+    /// <param name="add">Type of binary function to reduce entries.</param>
+    /// <param name="mul">Type of binary function to combine entries.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let SpMV
+        (add: Expr<'c option -> 'c option -> 'c option>)
+        (mul: Expr<'a option -> 'b option -> 'c option>)
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        let run = SpMV.run add mul clContext workGroupSize
+
+        fun (queue: MailboxProcessor<_>) allocationFlag (matrix: ClMatrix<'a>) (vector: ClVector<'b>) ->
+            match matrix, vector with
+            | ClMatrix.CSR m, ClVector.Dense v -> run queue allocationFlag m v |> ClVector.Dense
+            | _ -> failwith "Not implemented yet"
+
+    /// <summary>
+    /// CSR Matrix - sparse vector multiplication. Optimized for bool OR and AND operations.
+    /// </summary>
+    /// <param name="add">Type of binary function to reduce entries.</param>
+    /// <param name="mul">Type of binary function to combine entries.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let SpMSpVBool
+        (add: Expr<bool option -> bool option -> bool option>)
+        (mul: Expr<bool option -> bool option -> bool option>)
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        let run =
+            SpMSpV.runBoolStandard add mul clContext workGroupSize
+
+        fun (queue: MailboxProcessor<_>) (matrix: ClMatrix<bool>) (vector: ClVector<bool>) ->
+            match matrix, vector with
+            | ClMatrix.CSR m, ClVector.Sparse v -> Option.map ClVector.Sparse (run queue m v)
+            | _ -> failwith "Not implemented yet"
+
+    /// <summary>
+    /// CSR Matrix - sparse vector multiplication.
+    /// </summary>
+    /// <param name="add">Type of binary function to reduce entries.</param>
+    /// <param name="mul">Type of binary function to combine entries.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let SpMSpV
+        (add: Expr<'c option -> 'c option -> 'c option>)
+        (mul: Expr<'a option -> 'b option -> 'c option>)
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        let run =
+            SpMSpV.run add mul clContext workGroupSize
+
+        fun (queue: MailboxProcessor<_>) (matrix: ClMatrix<'a>) (vector: ClVector<'b>) ->
+            match matrix, vector with
+            | ClMatrix.CSR m, ClVector.Sparse v -> Option.map ClVector.Sparse (run queue m v)
+            | _ -> failwith "Not implemented yet"
+
+    /// <summary>
+    /// Kronecker product for matrices.
+    /// </summary>
+    /// <param name="op">
+    /// Element-wise operation.
+    /// Operands and result types should be optional to distinguish explicit and implicit zeroes
+    /// </param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let kronecker (op: Expr<'a option -> 'b option -> 'c option>) (clContext: ClContext) workGroupSize =
+        let run = Kronecker.run clContext workGroupSize op
+
+        fun (queue: MailboxProcessor<_>) allocationFlag (matrix1: ClMatrix<'a>) (matrix2: ClMatrix<'b>) ->
+            match matrix1, matrix2 with
+            | ClMatrix.CSR m1, ClMatrix.CSR m2 ->
+                let result = run queue allocationFlag m1 m2
+                Option.map ClMatrix.COO result
+            | _ -> failwith "Both matrices should be in CSR format."
+
+    /// <summary>
+    /// Sparse general matrix-matrix multiplication.
+    /// </summary>
+    module SpGeMM =
+        /// <summary>
+        /// Masked matrix-matrix multiplication.
+        /// </summary>
+        /// <param name="opAdd">Type of binary function to reduce entries.</param>
+        /// <param name="opMul">Type of binary function to combine entries.</param>
+        /// <param name="clContext">OpenCL context.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        let masked
+            (opAdd: Expr<'c -> 'c -> 'c option>)
+            (opMul: Expr<'a -> 'b -> 'c option>)
+            (clContext: ClContext)
+            workGroupSize
+            =
+
+            let runCSRnCSC =
+                SpGeMM.Masked.run opAdd opMul clContext workGroupSize
+
+            fun (queue: MailboxProcessor<_>) (matrix1: ClMatrix<'a>) (matrix2: ClMatrix<'b>) (mask: ClMatrix<_>) ->
+                match matrix1, matrix2, mask with
+                | ClMatrix.CSR m1, ClMatrix.CSC m2, ClMatrix.COO mask -> runCSRnCSC queue m1 m2 mask |> ClMatrix.COO
+                | _ -> failwith "Matrix formats are not matching"
+
+        /// <summary>
+        /// Generalized matrix-matrix multiplication.
+        /// </summary>
+        /// <param name="opAdd">Type of binary function to reduce entries.</param>
+        /// <param name="opMul">Type of binary function to combine entries.</param>
+        /// <param name="clContext">OpenCL context.</param>
+        /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+        let expand
+            (opAdd: Expr<'c -> 'c -> 'c option>)
+            (opMul: Expr<'a -> 'b -> 'c option>)
+            (clContext: ClContext)
+            workGroupSize
+            =
+
+            let run =
+                SpGeMM.Expand.run opAdd opMul clContext workGroupSize
+
+            fun (processor: MailboxProcessor<_>) allocationMode (leftMatrix: ClMatrix<'a>) (rightMatrix: ClMatrix<'b>) ->
+                match leftMatrix, rightMatrix with
+                | ClMatrix.CSR leftMatrix, ClMatrix.CSR rightMatrix ->
+                    let allocCapacity =
+                        List.max [ sizeof<'a>
+                                   sizeof<'c>
+                                   sizeof<'b> ]
+                        |> uint64
+                        |> (*) 1UL<Byte>
+
+                    let resultCapacity =
+                        (clContext.MaxMemAllocSize / allocCapacity) / 3UL
+
+                    let resultCapacity =
+                        (min
+                         <| uint64 System.Int32.MaxValue
+                         <| resultCapacity)
+                        |> int
+
+                    run processor allocationMode resultCapacity leftMatrix rightMatrix
+                | _ -> failwith "Matrix formats are not matching"
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Expand.fs b/src/GraphBLAS-sharp.Backend/Operations/SpGeMM/Expand.fs
similarity index 88%
rename from src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Expand.fs
rename to src/GraphBLAS-sharp.Backend/Operations/SpGeMM/Expand.fs
index 4434472e..e404cf87 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Expand.fs
+++ b/src/GraphBLAS-sharp.Backend/Operations/SpGeMM/Expand.fs
@@ -1,24 +1,25 @@
-namespace GraphBLAS.FSharp.Backend.Matrix.SpGeMM
+namespace GraphBLAS.FSharp.Backend.Operations.SpGeMM
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Backend.Common.Sort
+open FSharp.Quotations
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClMatrix
+open GraphBLAS.FSharp.Objects.ClCellExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 open GraphBLAS.FSharp.Backend.Matrix
 open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClCell
-open FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Objects.ClMatrix
 
-module Expand =
+module internal Expand =
     let getSegmentPointers (clContext: ClContext) workGroupSize =
 
-        let gather = Gather.run clContext workGroupSize
+        let gather =
+            Common.Gather.run clContext workGroupSize
 
         let prefixSum =
-            PrefixSum.standardExcludeInPlace clContext workGroupSize
+            Common.PrefixSum.standardExcludeInPlace clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) (leftMatrixColumns: ClArray<int>) (rightMatrixRowsLengths: ClArray<int>) ->
 
@@ -37,16 +38,16 @@ module Expand =
 
     let multiply (predicate: Expr<'a -> 'b -> 'c option>) (clContext: ClContext) workGroupSize =
         let getBitmap =
-            ClArray.map2<'a, 'b, int> (Map.choose2Bitmap predicate) clContext workGroupSize
+            Backend.Common.Map.map2<'a, 'b, int> (Map.choose2Bitmap predicate) clContext workGroupSize
 
         let prefixSum =
-            PrefixSum.standardExcludeInPlace clContext workGroupSize
+            Common.PrefixSum.standardExcludeInPlace clContext workGroupSize
 
         let assignValues =
             ClArray.assignOption2 predicate clContext workGroupSize
 
         let scatter =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) (firstValues: ClArray<'a>) (secondValues: ClArray<'b>) (columns: ClArray<int>) (rows: ClArray<int>) ->
 
@@ -84,30 +85,33 @@ module Expand =
     let expand (clContext: ClContext) workGroupSize =
 
         let idScatter =
-            Scatter.initLastOccurrence Map.id clContext workGroupSize
+            Common.Scatter.initLastOccurrence Map.id clContext workGroupSize
 
         let scatter =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         let zeroCreate =
             ClArray.zeroCreate clContext workGroupSize
 
         let maxPrefixSum =
-            PrefixSum.runIncludeInPlace <@ max @> clContext workGroupSize
+            Common.PrefixSum.runIncludeInPlace <@ max @> clContext workGroupSize
 
         let create = ClArray.create clContext workGroupSize
 
-        let gather = Gather.run clContext workGroupSize
+        let gather =
+            Common.Gather.run clContext workGroupSize
 
         let segmentPrefixSum =
-            PrefixSum.ByKey.sequentialInclude <@ (+) @> 0 clContext workGroupSize
+            Common.PrefixSum.ByKey.sequentialInclude <@ (+) @> 0 clContext workGroupSize
 
         let removeDuplicates =
             ClArray.removeDuplications clContext workGroupSize
 
-        let leftMatrixGather = Gather.run clContext workGroupSize
+        let leftMatrixGather =
+            Common.Gather.run clContext workGroupSize
 
-        let rightMatrixGather = Gather.run clContext workGroupSize
+        let rightMatrixGather =
+            Common.Gather.run clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) (lengths: int) (segmentsPointers: ClArray<int>) (leftMatrix: ClMatrix.COO<'a>) (rightMatrix: ClMatrix.CSR<'b>) ->
             // Compute left matrix positions
@@ -171,13 +175,13 @@ module Expand =
     let sortByColumnsAndRows (clContext: ClContext) workGroupSize =
 
         let sortByKeyIndices =
-            Radix.runByKeysStandard clContext workGroupSize
+            Common.Sort.Radix.runByKeysStandardValuesOnly clContext workGroupSize
 
         let sortByKeyValues =
-            Radix.runByKeysStandard clContext workGroupSize
+            Common.Sort.Radix.runByKeysStandardValuesOnly clContext workGroupSize
 
         let sortKeys =
-            Radix.standardRunKeysOnly clContext workGroupSize
+            Common.Sort.Radix.standardRunKeysOnly clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) (values: ClArray<'a>) (columns: ClArray<int>) (rows: ClArray<int>) ->
             // sort by columns
@@ -207,16 +211,16 @@ module Expand =
     let reduce opAdd (clContext: ClContext) workGroupSize =
 
         let reduce =
-            Reduce.ByKey2D.Option.segmentSequential opAdd clContext workGroupSize
+            Common.Reduce.ByKey2D.Option.segmentSequential opAdd clContext workGroupSize
 
         let getUniqueBitmap =
-            ClArray.Bitmap.lastOccurrence2 clContext workGroupSize
+            Backend.Common.Bitmap.lastOccurrence2 clContext workGroupSize
 
         let prefixSum =
-            PrefixSum.standardExcludeInPlace clContext workGroupSize
+            Common.PrefixSum.standardExcludeInPlace clContext workGroupSize
 
         let idScatter =
-            Scatter.initFirsOccurrence Map.id clContext workGroupSize
+            Common.Scatter.initFirstOccurrence Map.id clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) allocationMode (values: ClArray<'a>) (columns: ClArray<int>) (rows: ClArray<int>) ->
 
@@ -343,7 +347,8 @@ module Expand =
 
     let runManySteps opAdd opMul (clContext: ClContext) workGroupSize =
 
-        let gather = Gather.run clContext workGroupSize
+        let gather =
+            Common.Gather.run clContext workGroupSize
 
         let upperBound =
             ClArray.upperBound clContext workGroupSize
@@ -399,10 +404,6 @@ module Expand =
 
                     // compute sub result
                     let length, result = runCOO subMatrix
-
-                    // release subMatrix (TODO(non blocking Free)
-                    subMatrix.Dispose processor
-
                     // increase workOffset according to previous expand
                     let workOffset = workOffset + length
 
@@ -446,15 +447,12 @@ module Expand =
             let generalLength, segmentLengths =
                 getSegmentPointers processor leftMatrix.Columns rightMatrixRowsNNZ
 
-            if generalLength < maxAllocSize then
+            if generalLength = 0 then
+                None
+            elif generalLength < maxAllocSize then
                 segmentLengths.Free processor
 
-                let result =
-                    runOneStep processor allocationMode leftMatrix rightMatrixRowsNNZ rightMatrix
-
-                rightMatrixRowsNNZ.Free processor
-
-                result
+                runOneStep processor allocationMode leftMatrix rightMatrixRowsNNZ rightMatrix
             else
                 let result =
                     runManySteps
diff --git a/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Masked.fs b/src/GraphBLAS-sharp.Backend/Operations/SpGeMM/Masked.fs
similarity index 93%
rename from src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Masked.fs
rename to src/GraphBLAS-sharp.Backend/Operations/SpGeMM/Masked.fs
index 700018c3..8c4e600a 100644
--- a/src/GraphBLAS-sharp.Backend/Matrix/SpGeMM/Masked.fs
+++ b/src/GraphBLAS-sharp.Backend/Operations/SpGeMM/Masked.fs
@@ -1,12 +1,12 @@
-namespace GraphBLAS.FSharp.Backend.Matrix.SpGeMM
+namespace GraphBLAS.FSharp.Backend.Operations.SpGeMM
 
-open GraphBLAS.FSharp.Backend.Common
 open Brahma.FSharp
 open Microsoft.FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClMatrix
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ClCell
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClMatrix
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 
 module internal Masked =
     let private calculate
@@ -152,13 +152,13 @@ module internal Masked =
             calculate opAdd opMul context workGroupSize
 
         let scatter =
-            Scatter.lastOccurrence context workGroupSize
+            Common.Scatter.lastOccurrence context workGroupSize
 
         let scatterData =
-            Scatter.lastOccurrence context workGroupSize
+            Common.Scatter.lastOccurrence context workGroupSize
 
         let scanInPlace =
-            PrefixSum.standardExcludeInPlace context workGroupSize
+            Common.PrefixSum.standardExcludeInPlace context workGroupSize
 
         fun (queue: MailboxProcessor<_>) (matrixLeft: ClMatrix.CSR<'a>) (matrixRight: ClMatrix.CSC<'b>) (mask: ClMatrix.COO<_>) ->
 
diff --git a/src/GraphBLAS-sharp.Backend/Operations/SpMSpV.fs b/src/GraphBLAS-sharp.Backend/Operations/SpMSpV.fs
new file mode 100644
index 00000000..bca119a1
--- /dev/null
+++ b/src/GraphBLAS-sharp.Backend/Operations/SpMSpV.fs
@@ -0,0 +1,305 @@
+namespace GraphBLAS.FSharp.Backend.Operations
+
+open Brahma.FSharp
+open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp.Backend.Quotes
+open Microsoft.FSharp.Quotations
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClVector
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
+
+module SpMSpV =
+
+    //For v in vectorIndices collect R[v] and R[v + 1]
+    let private collectRows (clContext: ClContext) workGroupSize =
+
+        let collectRows =
+            <@ fun (ndRange: Range1D) inputSize (vectorIndices: ClArray<int>) (rowOffsets: ClArray<int>) (resultArray: ClArray<int>) ->
+
+                let i = ndRange.GlobalID0
+
+                //resultArray is twice vector size
+                if i < (inputSize * 2) then
+                    let columnIndex = vectorIndices.[i / 2]
+
+                    if i % 2 = 0 then
+                        resultArray.[i] <- rowOffsets.[columnIndex]
+                    else
+                        resultArray.[i] <- rowOffsets.[columnIndex + 1]
+                elif i = inputSize * 2 then
+                    resultArray.[i] <- 0 @>
+
+        let collectRows = clContext.Compile collectRows
+
+        fun (queue: MailboxProcessor<_>) size (vectorIndices: ClArray<int>) (rowOffsets: ClArray<int>) ->
+
+            let ndRange =
+                Range1D.CreateValid(size * 2 + 1, workGroupSize)
+
+            // Last element will contain length of array for gather
+            let resultRows =
+                clContext.CreateClArrayWithSpecificAllocationMode<int>(DeviceOnly, size * 2 + 1)
+
+            let collectRows = collectRows.GetKernel()
+
+            queue.Post(
+                Msg.MsgSetArguments(fun () -> collectRows.KernelFunc ndRange size vectorIndices rowOffsets resultRows)
+            )
+
+            queue.Post(Msg.CreateRunMsg<_, _>(collectRows))
+
+            resultRows
+
+    //For above array compute result offsets
+    let private computeOffsetsInplace (clContext: ClContext) workGroupSize =
+
+        let prepareOffsets =
+            <@ fun (ndRange: Range1D) inputSize (inputArray: ClArray<int>) ->
+
+                let i = ndRange.GlobalID0
+
+                if i < inputSize && i % 2 = 0 then
+                    inputArray.[i + 1] <- inputArray.[i + 1] - inputArray.[i]
+                    inputArray.[i] <- 0 @>
+
+        let sum =
+            PrefixSum.standardExcludeInPlace clContext workGroupSize
+
+        let prepareOffsets = clContext.Compile prepareOffsets
+
+        fun (queue: MailboxProcessor<_>) size (input: ClArray<int>) ->
+
+            let ndRange = Range1D.CreateValid(size, workGroupSize)
+
+            let prepareOffsets = prepareOffsets.GetKernel()
+
+            queue.Post(Msg.MsgSetArguments(fun () -> prepareOffsets.KernelFunc ndRange size input))
+
+            queue.Post(Msg.CreateRunMsg<_, _>(prepareOffsets))
+
+            let resSize = (sum queue input).ToHostAndFree queue
+
+            resSize
+
+    //Gather rows from the matrix that will be used in multiplication
+    let private gather (clContext: ClContext) workGroupSize =
+
+        let gather =
+            <@ fun (ndRange: Range1D) vectorNNZ (rowOffsets: ClArray<int>) (matrixRowPointers: ClArray<int>) (matrixColumns: ClArray<int>) (matrixValues: ClArray<'a>) (vectorIndices: ClArray<int>) (resultRowsArray: ClArray<int>) (resultIndicesArray: ClArray<int>) (resultValuesArray: ClArray<'a>) ->
+
+                //Serial number of row to gather
+                let row = ndRange.GlobalID0
+
+                if row < vectorNNZ then
+                    let offsetIndex = row * 2 + 1
+                    let rowOffset = rowOffsets.[offsetIndex]
+
+                    //vectorIndices.[row] --- actual number of row in matrix
+                    let actualRow = vectorIndices.[row]
+                    let matrixIndexOffset = matrixRowPointers.[actualRow]
+
+                    if rowOffset <> rowOffsets.[offsetIndex + 1] then
+                        let rowSize = rowOffsets.[offsetIndex + 1] - rowOffset
+
+                        for i in 0 .. rowSize - 1 do
+                            resultRowsArray.[i + rowOffset] <- actualRow
+                            resultIndicesArray.[i + rowOffset] <- matrixColumns.[matrixIndexOffset + i]
+                            resultValuesArray.[i + rowOffset] <- matrixValues.[matrixIndexOffset + i] @>
+
+        let collectRows = collectRows clContext workGroupSize
+
+        let computeOffsetsInplace =
+            computeOffsetsInplace clContext workGroupSize
+
+        let gather = clContext.Compile gather
+
+        fun (queue: MailboxProcessor<_>) (matrix: ClMatrix.CSR<'a>) (vector: ClVector.Sparse<'b>) ->
+
+            //Collect R[v] and R[v + 1] for each v in vector
+            let collectedRows =
+                collectRows queue vector.NNZ vector.Indices matrix.RowPointers
+
+            //Place R[v + 1] - R[v] in previous array and do prefix sum, computing offsets for gather array
+            let gatherArraySize =
+                computeOffsetsInplace queue (vector.NNZ * 2 + 1) collectedRows
+
+            if gatherArraySize = 0 then
+                collectedRows.Free queue
+                None
+            else
+                let ndRange =
+                    Range1D.CreateValid(vector.NNZ, workGroupSize)
+
+                let gather = gather.GetKernel()
+
+                let resultRows =
+                    clContext.CreateClArrayWithSpecificAllocationMode<int>(DeviceOnly, gatherArraySize)
+
+                let resultIndices =
+                    clContext.CreateClArrayWithSpecificAllocationMode<int>(DeviceOnly, gatherArraySize)
+
+                let resultValues =
+                    clContext.CreateClArrayWithSpecificAllocationMode<'a>(DeviceOnly, gatherArraySize)
+
+                if gatherArraySize > 0 then
+                    queue.Post(
+                        Msg.MsgSetArguments
+                            (fun () ->
+                                gather.KernelFunc
+                                    ndRange
+                                    vector.NNZ
+                                    collectedRows
+                                    matrix.RowPointers
+                                    matrix.Columns
+                                    matrix.Values
+                                    vector.Indices
+                                    resultRows
+                                    resultIndices
+                                    resultValues)
+                    )
+
+                    queue.Post(Msg.CreateRunMsg<_, _>(gather))
+
+                collectedRows.Free queue
+
+                Some(resultRows, resultIndices, resultValues)
+
+
+    let private multiplyScalar (clContext: ClContext) (mul: Expr<'a option -> 'b option -> 'c option>) workGroupSize =
+
+        let multiply =
+            <@ fun (ndRange: Range1D) resultLength vectorLength (rowIndices: ClArray<int>) (matrixValues: ClArray<'a>) (vectorIndices: ClArray<int>) (vectorValues: ClArray<'b>) (resultValues: ClArray<'c option>) ->
+                let i = ndRange.GlobalID0
+
+                if i < resultLength then
+                    let index = rowIndices.[i]
+                    let matrixValue = matrixValues.[i]
+
+                    let vectorValue =
+                        (%Search.Bin.byKey) vectorLength index vectorIndices vectorValues
+
+                    let res = (%mul) (Some matrixValue) vectorValue
+                    resultValues.[i] <- res @>
+
+        let multiply = clContext.Compile multiply
+
+        fun (queue: MailboxProcessor<_>) (columnIndices: ClArray<int>) (matrixValues: ClArray<'a>) (vector: Sparse<'b>) ->
+
+            let resultLength = columnIndices.Length
+
+            let result =
+                clContext.CreateClArrayWithSpecificAllocationMode(DeviceOnly, resultLength)
+
+            let ndRange =
+                Range1D.CreateValid(resultLength, workGroupSize)
+
+            let multiply = multiply.GetKernel()
+
+            queue.Post(
+                Msg.MsgSetArguments
+                    (fun () ->
+                        multiply.KernelFunc
+                            ndRange
+                            resultLength
+                            vector.NNZ
+                            columnIndices
+                            matrixValues
+                            vector.Indices
+                            vector.Values
+                            result)
+            )
+
+            queue.Post(Msg.CreateRunMsg<_, _>(multiply))
+
+            result
+
+    let run
+        (add: Expr<'c option -> 'c option -> 'c option>)
+        (mul: Expr<'a option -> 'b option -> 'c option>)
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        //TODO: Common.Gather?
+        let gather = gather clContext workGroupSize
+
+        //TODO: Radix sort
+        let sort =
+            Sort.Bitonic.sortKeyValuesInplace clContext workGroupSize
+
+        let multiplyScalar =
+            multiplyScalar clContext mul workGroupSize
+
+        let segReduce =
+            Reduce.ByKey.Option.segmentSequential add clContext workGroupSize
+
+        fun (queue: MailboxProcessor<_>) (matrix: ClMatrix.CSR<'a>) (vector: ClVector.Sparse<'b>) ->
+            gather queue matrix vector
+            |> Option.map
+                (fun (gatherRows, gatherIndices, gatherValues) ->
+                    sort queue gatherIndices gatherRows gatherValues
+
+                    let sortedRows, sortedIndices, sortedValues = gatherRows, gatherIndices, gatherValues
+
+                    let multipliedValues =
+                        multiplyScalar queue sortedRows sortedValues vector
+
+                    sortedValues.Free queue
+                    sortedRows.Free queue
+
+                    let result =
+                        segReduce queue DeviceOnly sortedIndices multipliedValues
+                        |> Option.map
+                            (fun (reducedValues, reducedKeys) ->
+
+                                { Context = clContext
+                                  Indices = reducedKeys
+                                  Values = reducedValues
+                                  Size = matrix.ColumnCount })
+
+                    multipliedValues.Free queue
+                    sortedIndices.Free queue
+
+                    result)
+            |> Option.bind id
+
+
+    let runBoolStandard
+        (add: Expr<'c option -> 'c option -> 'c option>)
+        (mul: Expr<'a option -> 'b option -> 'c option>)
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        let gather = gather clContext workGroupSize
+
+        let sort =
+            Sort.Radix.standardRunKeysOnly clContext workGroupSize
+
+        let removeDuplicates =
+            GraphBLAS.FSharp.ClArray.removeDuplications clContext workGroupSize
+
+        let create =
+            GraphBLAS.FSharp.ClArray.create clContext workGroupSize
+
+        fun (queue: MailboxProcessor<_>) (matrix: ClMatrix.CSR<'a>) (vector: ClVector.Sparse<'b>) ->
+
+            gather queue matrix vector
+            |> Option.map
+                (fun (gatherRows, gatherIndices, gatherValues) ->
+                    gatherRows.Free queue
+                    gatherValues.Free queue
+
+                    let sortedIndices = sort queue gatherIndices
+
+                    let resultIndices = removeDuplicates queue sortedIndices
+
+                    gatherIndices.Free queue
+                    sortedIndices.Free queue
+
+                    { Context = clContext
+                      Indices = resultIndices
+                      Values = create queue DeviceOnly resultIndices.Length true
+                      Size = matrix.ColumnCount })
diff --git a/src/GraphBLAS-sharp.Backend/Vector/SpMV.fs b/src/GraphBLAS-sharp.Backend/Operations/SpMV.fs
similarity index 97%
rename from src/GraphBLAS-sharp.Backend/Vector/SpMV.fs
rename to src/GraphBLAS-sharp.Backend/Operations/SpMV.fs
index 46895b0c..34b5f821 100644
--- a/src/GraphBLAS-sharp.Backend/Vector/SpMV.fs
+++ b/src/GraphBLAS-sharp.Backend/Operations/SpMV.fs
@@ -1,12 +1,12 @@
-namespace GraphBLAS.FSharp.Backend.Vector
+namespace GraphBLAS.FSharp.Backend.Operations
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
 open Microsoft.FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
-module SpMV =
+module internal SpMV =
     let runTo
         (add: Expr<'c option -> 'c option -> 'c option>)
         (mul: Expr<'a option -> 'b option -> 'c option>)
diff --git a/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs b/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs
index f7d51a89..5d80a0da 100644
--- a/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs
+++ b/src/GraphBLAS-sharp.Backend/Quotes/Arithmetic.fs
@@ -1,9 +1,9 @@
-namespace GraphBLAS.FSharp.Backend.Quotes
+namespace GraphBLAS.FSharp.Backend.Quotes
 
-open GraphBLAS.FSharp.Backend.Objects
+open GraphBLAS.FSharp.Objects
 
 module ArithmeticOperations =
-    let inline mkUnaryOp zero unaryOp =
+    let inline private mkUnaryOp zero unaryOp =
         <@ fun x ->
             let mutable res = zero
 
@@ -13,7 +13,7 @@ module ArithmeticOperations =
 
             if res = zero then None else Some res @>
 
-    let inline mkNumericSum zero =
+    let inline private mkNumericSum zero =
         <@ fun (x: 't option) (y: 't option) ->
             let mutable res = zero
 
@@ -25,7 +25,7 @@ module ArithmeticOperations =
 
             if res = zero then None else Some res @>
 
-    let inline mkNumericSumAtLeastOne zero =
+    let inline private mkNumericSumAtLeastOne zero =
         <@ fun (values: AtLeastOne<'t, 't>) ->
             let mutable res = zero
 
@@ -36,7 +36,17 @@ module ArithmeticOperations =
 
             if res = zero then None else Some res @>
 
-    let inline mkNumericMul zero =
+    let inline private mkNumericSumAsMul zero =
+        <@ fun (x: 't option) (y: 't option) ->
+            let mutable res = None
+
+            match x, y with
+            | Some f, Some s -> res <- Some(f + s)
+            | _ -> ()
+
+            res @>
+
+    let inline private mkNumericMul zero =
         <@ fun (x: 't option) (y: 't option) ->
             let mutable res = zero
 
@@ -46,7 +56,7 @@ module ArithmeticOperations =
 
             if res = zero then None else Some res @>
 
-    let inline mkNumericMulAtLeastOne zero =
+    let inline private mkNumericMulAtLeastOne zero =
         <@ fun (values: AtLeastOne<'t, 't>) ->
             let mutable res = zero
 
@@ -173,6 +183,8 @@ module ArithmeticOperations =
     let floatMulAtLeastOne = mkNumericMulAtLeastOne 0.0
     let float32MulAtLeastOne = mkNumericMulAtLeastOne 0f
 
+    let intSumAsMul = mkNumericSumAsMul System.Int32.MaxValue
+
     let notOption =
         <@ fun x ->
             match x with
@@ -197,7 +209,7 @@ module ArithmeticOperations =
             else
                 Some result
 
-    let inline createPair zero op opQ = binOpQ zero opQ, binOp zero op
+    let inline private createPair zero op opQ = binOpQ zero opQ, binOp zero op
 
     // addition
     let intAdd = createPair 0 (+) <@ (+) @>
@@ -216,3 +228,19 @@ module ArithmeticOperations =
     let floatMul = createPair 0.0 (*) <@ (*) @>
 
     let float32Mul = createPair 0.0f (*) <@ (*) @>
+
+    // other operations
+    let less<'a when 'a: comparison> =
+        <@ fun (x: 'a option) (y: 'a option) ->
+            match x, y with
+            | Some x, Some y -> if (x < y) then Some 1 else None
+            | Some x, None -> Some 1
+            | _ -> None @>
+
+    let min<'a when 'a: comparison> =
+        <@ fun (x: 'a option) (y: 'a option) ->
+            match x, y with
+            | Some x, Some y -> Some(min x y)
+            | Some x, None -> Some x
+            | None, Some y -> Some y
+            | _ -> None @>
diff --git a/src/GraphBLAS-sharp.Backend/Quotes/Convert.fs b/src/GraphBLAS-sharp.Backend/Quotes/Convert.fs
index d779ba5a..3491dfa8 100644
--- a/src/GraphBLAS-sharp.Backend/Quotes/Convert.fs
+++ b/src/GraphBLAS-sharp.Backend/Quotes/Convert.fs
@@ -1,7 +1,7 @@
 namespace GraphBLAS.FSharp.Backend.Quotes
 
 open FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Objects
+open GraphBLAS.FSharp.Objects
 
 module Convert =
     let atLeastOneToOption op =
diff --git a/src/GraphBLAS-sharp.Backend/Quotes/Map.fs b/src/GraphBLAS-sharp.Backend/Quotes/Map.fs
index 2f74a7c5..9a518e40 100644
--- a/src/GraphBLAS-sharp.Backend/Quotes/Map.fs
+++ b/src/GraphBLAS-sharp.Backend/Quotes/Map.fs
@@ -28,6 +28,11 @@ module Map =
             | Some _ -> 1
             | None -> 0 @>
 
+    let predicateBitmap<'a> (predicate: Expr<'a -> bool>) =
+        <@ fun (x: 'a) ->
+            let res = (%predicate) x
+            if res then 1 else 0 @>
+
     let inc = <@ fun item -> item + 1 @>
 
     let subtraction = <@ fun first second -> first - second @>
diff --git a/src/GraphBLAS-sharp.Backend/Quotes/Mask.fs b/src/GraphBLAS-sharp.Backend/Quotes/Mask.fs
index 3a27b5d6..9b19b5b1 100644
--- a/src/GraphBLAS-sharp.Backend/Quotes/Mask.fs
+++ b/src/GraphBLAS-sharp.Backend/Quotes/Mask.fs
@@ -7,6 +7,12 @@ module Mask =
             | _, None -> left
             | _ -> right @>
 
+    let assignComplemented<'a when 'a: struct> =
+        <@ fun (left: 'a option) (right: 'a option) ->
+            match left, right with
+            | _, None -> right
+            | _ -> left @>
+
     let op<'a, 'b when 'a: struct and 'b: struct> =
         <@ fun (left: 'a option) (right: 'b option) ->
             match right with
diff --git a/src/GraphBLAS-sharp.Backend/Quotes/PreparePositions.fs b/src/GraphBLAS-sharp.Backend/Quotes/PreparePositions.fs
index d219e7ec..4252cd18 100644
--- a/src/GraphBLAS-sharp.Backend/Quotes/PreparePositions.fs
+++ b/src/GraphBLAS-sharp.Backend/Quotes/PreparePositions.fs
@@ -2,7 +2,7 @@ namespace GraphBLAS.FSharp.Backend.Quotes
 
 open Brahma.FSharp
 
-module PreparePositions =
+module internal PreparePositions =
     let both<'c> =
         <@ fun index (result: 'c option) (rawPositionsBuffer: ClArray<int>) (allValuesBuffer: ClArray<'c>) ->
             rawPositionsBuffer.[index] <- 0
diff --git a/src/GraphBLAS-sharp.Backend/Quotes/Search.fs b/src/GraphBLAS-sharp.Backend/Quotes/Search.fs
index d2ea346a..183d3e4c 100644
--- a/src/GraphBLAS-sharp.Backend/Quotes/Search.fs
+++ b/src/GraphBLAS-sharp.Backend/Quotes/Search.fs
@@ -5,8 +5,10 @@ open Brahma.FSharp
 module Search =
     module Bin =
         /// <summary>
-        /// Searches a section of the array of indices, bounded by the given left and right edges, for an index, using a binary search algorithm.
-        /// In case searched section contains source index, the value at the same position in the array of values is returned.
+        /// Searches a section of the array of indices, bounded by the given left and right edges,
+        /// for an index, using a binary search algorithm.
+        /// In case searched section contains source index,
+        /// the value at the same position in the array of values is returned.
         /// </summary>
         /// <remarks>
         /// Searched section of index array should be sorted in ascending order.
@@ -42,10 +44,10 @@ module Search =
         /// In case there is a value at the given key position, it is returned.
         /// </summary>
         let byKey<'a> =
-            <@ fun lenght sourceIndex (keys: ClArray<int>) (values: ClArray<'a>) ->
+            <@ fun length sourceIndex (keys: ClArray<int>) (values: ClArray<'a>) ->
 
                 let mutable leftEdge = 0
-                let mutable rightEdge = lenght - 1
+                let mutable rightEdge = length - 1
 
                 let mutable result = None
 
@@ -69,10 +71,10 @@ module Search =
         /// In case there is a value at the given keys position, it is returned.
         /// </summary>
         let byKey2D<'a> =
-            <@ fun lenght sourceIndex (rowIndices: ClArray<int>) (columnIndices: ClArray<int>) (values: ClArray<'a>) ->
+            <@ fun length sourceIndex (rowIndices: ClArray<int>) (columnIndices: ClArray<int>) (values: ClArray<'a>) ->
 
                 let mutable leftEdge = 0
-                let mutable rightEdge = lenght - 1
+                let mutable rightEdge = length - 1
 
                 let mutable result = None
 
@@ -98,10 +100,36 @@ module Search =
         /// Find lower position of item in array.
         /// </summary>
         let lowerPosition<'a when 'a: equality and 'a: comparison> =
-            <@ fun lenght sourceItem (keys: 'a []) ->
+            <@ fun length sourceItem (keys: ClArray<'a>) ->
 
                 let mutable leftEdge = 0
-                let mutable rightEdge = lenght - 1
+                let mutable rightEdge = length - 1
+                let mutable resultPosition = None
+
+                while leftEdge <= rightEdge do
+                    let currentPosition = (leftEdge + rightEdge) / 2
+                    let currentKey = keys.[currentPosition]
+
+                    if sourceItem = currentKey then
+                        // remember positions and move left
+                        resultPosition <- Some currentPosition
+
+                        rightEdge <- currentPosition - 1
+                    elif sourceItem < currentKey then
+                        rightEdge <- currentPosition - 1
+                    else
+                        leftEdge <- currentPosition + 1
+
+                resultPosition @>
+
+        /// <summary>
+        /// Find lower position of item in array.
+        /// </summary>
+        let lowerPositionLocal<'a when 'a: equality and 'a: comparison> =
+            <@ fun length sourceItem (keys: 'a []) ->
+
+                let mutable leftEdge = 0
+                let mutable rightEdge = length - 1
 
                 let mutable resultPosition = None
 
@@ -138,15 +166,15 @@ module Search =
         /// </code>
         /// </example>
         let lowerBound<'a when 'a: comparison> =
-            <@ fun lenght sourceItem (keys: ClArray<'a>) ->
+            <@ fun length sourceItem (keys: ClArray<'a>) ->
 
                 let mutable leftEdge = 0
-                let mutable rightEdge = lenght - 1
+                let mutable rightEdge = length - 1
 
                 let mutable resultPosition = 0
 
-                if sourceItem >= keys.[lenght - 1] then
-                    lenght - 1
+                if sourceItem >= keys.[length - 1] then
+                    length - 1
                 else
                     while leftEdge <= rightEdge do
                         let currentPosition = (leftEdge + rightEdge) / 2
@@ -164,15 +192,15 @@ module Search =
         let lowerBoundAndValue<'a when 'a: comparison> =
             let defaultValue = Unchecked.defaultof<'a>
 
-            <@ fun lenght sourceItem (keys: ClArray<'a>) ->
+            <@ fun length sourceItem (keys: ClArray<'a>) ->
 
                 let mutable leftEdge = 0
-                let mutable rightEdge = lenght - 1
+                let mutable rightEdge = length - 1
 
                 let mutable resultPosition = 0, defaultValue
 
-                if sourceItem >= keys.[lenght - 1] then
-                    (lenght - 1), keys.[lenght - 1]
+                if sourceItem >= keys.[length - 1] then
+                    (length - 1), keys.[length - 1]
                 else
                     while leftEdge <= rightEdge do
                         let currentPosition = (leftEdge + rightEdge) / 2
diff --git a/src/GraphBLAS-sharp.Backend/Vector/Dense/Vector.fs b/src/GraphBLAS-sharp.Backend/Vector/Dense/Vector.fs
index 53f8de3e..6401a580 100644
--- a/src/GraphBLAS-sharp.Backend/Vector/Dense/Vector.fs
+++ b/src/GraphBLAS-sharp.Backend/Vector/Dense/Vector.fs
@@ -1,14 +1,27 @@
 namespace GraphBLAS.FSharp.Backend.Vector.Dense
 
 open Brahma.FSharp
+open Microsoft.FSharp.Quotations
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend.Common
 open GraphBLAS.FSharp.Backend.Quotes
-open Microsoft.FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Objects.ClVector
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ClCell
+open GraphBLAS.FSharp.Objects.ClVector
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 
 module Vector =
+    let map<'a, 'b when 'a: struct and 'b: struct>
+        (op: Expr<'a option -> 'b option>)
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        let map = Map.map op clContext workGroupSize
+
+        fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClArray<'a option>) ->
+
+            map processor allocationMode leftVector
+
     let map2InPlace<'a, 'b, 'c when 'a: struct and 'b: struct and 'c: struct>
         (opAdd: Expr<'a option -> 'b option -> 'c option>)
         (clContext: ClContext)
@@ -16,27 +29,24 @@ module Vector =
         =
 
         let map2InPlace =
-            ClArray.map2InPlace opAdd clContext workGroupSize
+            Map.map2InPlace opAdd clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) (leftVector: ClArray<'a option>) (rightVector: ClArray<'b option>) (resultVector: ClArray<'c option>) ->
 
             map2InPlace processor leftVector rightVector resultVector
 
-
     let map2<'a, 'b, 'c when 'a: struct and 'b: struct and 'c: struct>
         (opAdd: Expr<'a option -> 'b option -> 'c option>)
         (clContext: ClContext)
         workGroupSize
         =
 
-        let map2 =
-            ClArray.map2 opAdd clContext workGroupSize
+        let map2 = Map.map2 opAdd clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClArray<'a option>) (rightVector: ClArray<'b option>) ->
 
             map2 processor allocationMode leftVector rightVector
 
-
     let map2AtLeastOne op clContext workGroupSize =
         map2 (Convert.atLeastOneToOption op) clContext workGroupSize
 
@@ -56,20 +66,24 @@ module Vector =
 
         let kernel = clContext.Compile(fillSubVectorKernel)
 
-        fun (processor: MailboxProcessor<_>) (leftVector: ClArray<'a option>) (maskVector: ClArray<'b option>) (value: ClCell<'a>) (resultVector: ClArray<'a option>) ->
+        fun (processor: MailboxProcessor<_>) (leftVector: ClArray<'a option>) (maskVector: ClArray<'b option>) (value: 'a) (resultVector: ClArray<'a option>) ->
 
             let ndRange =
                 Range1D.CreateValid(leftVector.Length, workGroupSize)
 
             let kernel = kernel.GetKernel()
 
+            let valueCell = clContext.CreateClCell(value)
+
             processor.Post(
                 Msg.MsgSetArguments
-                    (fun () -> kernel.KernelFunc ndRange leftVector.Length leftVector maskVector value resultVector)
+                    (fun () -> kernel.KernelFunc ndRange leftVector.Length leftVector maskVector valueCell resultVector)
             )
 
             processor.Post(Msg.CreateRunMsg<_, _>(kernel))
 
+            valueCell.Free processor
+
     let assignByMask<'a, 'b when 'a: struct and 'b: struct>
         (maskOp: Expr<'a option -> 'b option -> 'a -> 'a option>)
         (clContext: ClContext)
@@ -79,7 +93,7 @@ module Vector =
         let assignByMask =
             assignByMaskInPlace maskOp clContext workGroupSize
 
-        fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClArray<'a option>) (maskVector: ClArray<'b option>) (value: ClCell<'a>) ->
+        fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClArray<'a option>) (maskVector: ClArray<'b option>) (value: 'a) ->
             let resultVector =
                 clContext.CreateClArrayWithSpecificAllocationMode(allocationMode, leftVector.Length)
 
@@ -87,25 +101,68 @@ module Vector =
 
             resultVector
 
+    let assignBySparseMaskInPlace<'a, 'b when 'a: struct and 'b: struct>
+        (maskOp: Expr<'a option -> 'b option -> 'a -> 'a option>)
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        let fillSubVectorKernel =
+            <@ fun (ndRange: Range1D) resultLength (leftVector: ClArray<'a option>) (maskVectorIndices: ClArray<int>) (maskVectorValues: ClArray<'b>) (value: ClCell<'a>) (resultVector: ClArray<'a option>) ->
+
+                let gid = ndRange.GlobalID0
+
+                if gid < resultLength then
+                    let i = maskVectorIndices.[gid]
+                    resultVector.[i] <- (%maskOp) leftVector.[i] (Some maskVectorValues.[gid]) value.Value @>
+
+        let kernel = clContext.Compile(fillSubVectorKernel)
+
+        fun (processor: MailboxProcessor<_>) (leftVector: ClArray<'a option>) (maskVector: Sparse<'b>) (value: 'a) (resultVector: ClArray<'a option>) ->
+
+            let ndRange =
+                Range1D.CreateValid(maskVector.NNZ, workGroupSize)
+
+            let kernel = kernel.GetKernel()
+
+            let valueCell = clContext.CreateClCell(value)
+
+            processor.Post(
+                Msg.MsgSetArguments
+                    (fun () ->
+                        kernel.KernelFunc
+                            ndRange
+                            maskVector.NNZ
+                            leftVector
+                            maskVector.Indices
+                            maskVector.Values
+                            valueCell
+                            resultVector)
+            )
+
+            processor.Post(Msg.CreateRunMsg<_, _>(kernel))
+
+            valueCell.Free processor
+
     let toSparse<'a when 'a: struct> (clContext: ClContext) workGroupSize =
 
         let scatterValues =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         let scatterIndices =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         let getBitmap =
-            ClArray.map (Map.option 1 0) clContext workGroupSize
+            Map.map (Map.option 1 0) clContext workGroupSize
 
         let prefixSum =
-            PrefixSum.standardExcludeInPlace clContext workGroupSize
+            Common.PrefixSum.standardExcludeInPlace clContext workGroupSize
 
         let allIndices =
             ClArray.init Map.id clContext workGroupSize
 
         let allValues =
-            ClArray.map (Map.optionToValueOrZero Unchecked.defaultof<'a>) clContext workGroupSize
+            Map.map (Map.optionToValueOrZero Unchecked.defaultof<'a>) clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) allocationMode (vector: ClArray<'a option>) ->
 
@@ -149,7 +206,7 @@ module Vector =
             ClArray.choose Map.id clContext workGroupSize
 
         let reduce =
-            Reduce.reduce opAdd clContext workGroupSize
+            Common.Reduce.reduce opAdd clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) (vector: ClArray<'a option>) ->
             choose processor DeviceOnly vector
diff --git a/src/GraphBLAS-sharp.Backend/Vector/Sparse/Common.fs b/src/GraphBLAS-sharp.Backend/Vector/Sparse/Common.fs
index cb6a8971..8ad13044 100644
--- a/src/GraphBLAS-sharp.Backend/Vector/Sparse/Common.fs
+++ b/src/GraphBLAS-sharp.Backend/Vector/Sparse/Common.fs
@@ -1,23 +1,24 @@
 namespace GraphBLAS.FSharp.Backend.Vector.Sparse
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Backend.Objects.ClVector
 open Microsoft.FSharp.Control
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ClCell
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Backend
+open GraphBLAS.FSharp.Objects.ClVector
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 
 module internal Common =
     let setPositions<'a when 'a: struct> (clContext: ClContext) workGroupSize =
 
         let sum =
-            PrefixSum.standardExcludeInPlace clContext workGroupSize
+            Common.PrefixSum.standardExcludeInPlace clContext workGroupSize
 
         let valuesScatter =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         let indicesScatter =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) allocationMode (allValues: ClArray<'a>) (allIndices: ClArray<int>) (positions: ClArray<int>) ->
 
@@ -39,13 +40,13 @@ module internal Common =
     let setPositionsOption<'a when 'a: struct> (clContext: ClContext) workGroupSize =
 
         let sum =
-            PrefixSum.standardExcludeInPlace clContext workGroupSize
+            Common.PrefixSum.standardExcludeInPlace clContext workGroupSize
 
         let valuesScatter =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         let indicesScatter =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) allocationMode (allValues: ClArray<'a>) (allIndices: ClArray<int>) (positions: ClArray<int>) ->
 
@@ -74,7 +75,7 @@ module internal Common =
         let concatIndices = ClArray.concat clContext workGroupSize
 
         let mapIndices =
-            ClArray.mapWithValue clContext workGroupSize <@ fun x y -> x + y @>
+            Common.Map.mapWithValue clContext workGroupSize <@ fun x y -> x + y @>
 
         fun (processor: MailboxProcessor<_>) allocationMode (vectors: Sparse<'a> seq) ->
 
diff --git a/src/GraphBLAS-sharp.Backend/Vector/Sparse/Map.fs b/src/GraphBLAS-sharp.Backend/Vector/Sparse/Map.fs
index 3d804101..f0a69a41 100644
--- a/src/GraphBLAS-sharp.Backend/Vector/Sparse/Map.fs
+++ b/src/GraphBLAS-sharp.Backend/Vector/Sparse/Map.fs
@@ -3,18 +3,104 @@
 open FSharp.Quotations.Evaluator.QuotationEvaluationExtensions
 open Microsoft.FSharp.Quotations
 open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Backend.Quotes
 open GraphBLAS.FSharp.Backend.Vector.Sparse
-open GraphBLAS.FSharp.Backend.Objects.ClVector
-open GraphBLAS.FSharp.Backend.Common.ClArray
-open GraphBLAS.FSharp.Backend.Objects.ClCell
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClVector
+open GraphBLAS.FSharp.Objects.ClCellExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+
+module internal Map =
+    let preparePositions<'a, 'b> opAdd (clContext: ClContext) workGroupSize =
+
+        let preparePositions (op: Expr<'a option -> 'b option>) =
+            <@ fun (ndRange: Range1D) size valuesLength (values: ClArray<'a>) (indices: ClArray<int>) (resultBitmap: ClArray<int>) (resultValues: ClArray<'b>) (resultIndices: ClArray<int>) ->
+
+                let gid = ndRange.GlobalID0
+
+                if gid < size then
+
+                    let value =
+                        (%Search.Bin.byKey) valuesLength gid indices values
+
+                    match (%op) value with
+                    | Some resultValue ->
+                        resultValues.[gid] <- resultValue
+                        resultIndices.[gid] <- gid
+
+                        resultBitmap.[gid] <- 1
+                    | None -> resultBitmap.[gid] <- 0 @>
+
+        let kernel =
+            clContext.Compile <| preparePositions opAdd
+
+        fun (processor: MailboxProcessor<_>) (size: int) (values: ClArray<'a>) (indices: ClArray<int>) ->
+
+            let resultBitmap =
+                clContext.CreateClArrayWithSpecificAllocationMode<int>(DeviceOnly, size)
+
+            let resultIndices =
+                clContext.CreateClArrayWithSpecificAllocationMode<int>(DeviceOnly, size)
+
+            let resultValues =
+                clContext.CreateClArrayWithSpecificAllocationMode<'b>(DeviceOnly, size)
+
+            let ndRange = Range1D.CreateValid(size, workGroupSize)
+
+            let kernel = kernel.GetKernel()
+
+            processor.Post(
+                Msg.MsgSetArguments
+                    (fun () ->
+                        kernel.KernelFunc
+                            ndRange
+                            size
+                            values.Length
+                            values
+                            indices
+                            resultBitmap
+                            resultValues
+                            resultIndices)
+            )
+
+            processor.Post(Msg.CreateRunMsg<_, _> kernel)
+
+            resultBitmap, resultValues, resultIndices
+
+    let run<'a, 'b when 'a: struct and 'b: struct and 'b: equality>
+        (op: Expr<'a option -> 'b option>)
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        let map =
+            preparePositions op clContext workGroupSize
+
+        let setPositions =
+            Common.setPositions<'b> clContext workGroupSize
+
+        fun (queue: MailboxProcessor<_>) allocationMode (vector: ClVector.Sparse<'a>) ->
+
+            let bitmap, values, indices =
+                map queue vector.Size vector.Values vector.Indices
+
+            let resultValues, resultIndices =
+                setPositions queue allocationMode values indices bitmap
+
+            queue.Post(Msg.CreateFreeMsg<_>(bitmap))
+            queue.Post(Msg.CreateFreeMsg<_>(values))
+            queue.Post(Msg.CreateFreeMsg<_>(indices))
+
+            { Context = clContext
+              Indices = resultIndices
+              Values = resultValues
+              Size = vector.Size }
 
-module Map =
     module WithValueOption =
-        let preparePositions<'a, 'b, 'c> opAdd (clContext: ClContext) workGroupSize =
+        let private preparePositions<'a, 'b, 'c> opAdd (clContext: ClContext) workGroupSize =
 
             let preparePositions (op: Expr<'a option -> 'b option -> 'c option>) =
                 <@ fun (ndRange: Range1D) (operand: ClCell<'a option>) size valuesLength (indices: ClArray<int>) (values: ClArray<'b>) (resultIndices: ClArray<int>) (resultValues: ClArray<'c>) (resultBitmap: ClArray<int>) ->
@@ -85,9 +171,10 @@ module Map =
             let setPositions =
                 Common.setPositionsOption<'c> clContext workGroupSize
 
-            let create = create clContext workGroupSize
+            let create = ClArray.create clContext workGroupSize
 
-            let init = init <@ id @> clContext workGroupSize
+            let init =
+                ClArray.init <@ id @> clContext workGroupSize
 
             fun (queue: MailboxProcessor<_>) allocationMode (value: 'a option) size ->
                 function
diff --git a/src/GraphBLAS-sharp.Backend/Vector/Sparse/Map2.fs b/src/GraphBLAS-sharp.Backend/Vector/Sparse/Map2.fs
index 1b8ef660..fb91840f 100644
--- a/src/GraphBLAS-sharp.Backend/Vector/Sparse/Map2.fs
+++ b/src/GraphBLAS-sharp.Backend/Vector/Sparse/Map2.fs
@@ -3,10 +3,12 @@ namespace GraphBLAS.FSharp.Backend.Vector.Sparse
 open Brahma.FSharp
 open FSharp.Quotations
 open Microsoft.FSharp.Control
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClVector
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClVector
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 open GraphBLAS.FSharp.Backend.Quotes
+open Microsoft.FSharp.Core
 
 module internal Map2 =
     let private preparePositions<'a, 'b, 'c> opAdd (clContext: ClContext) workGroupSize =
@@ -78,7 +80,7 @@ module internal Map2 =
             preparePositions<'a, 'b, 'c> op clContext workGroupSize
 
         let setPositions =
-            Common.setPositions clContext workGroupSize
+            Common.setPositionsOption clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClVector.Sparse<'a>) (rightVector: ClVector.Sparse<'b>) ->
 
@@ -91,17 +93,113 @@ module internal Map2 =
                     rightVector.Values
                     rightVector.Indices
 
-            let resultValues, resultIndices =
+            let result =
                 setPositions processor allocationMode allValues allIndices bitmap
+                |> Option.map
+                    (fun (resultValues, resultIndices) ->
+                        { Context = clContext
+                          Values = resultValues
+                          Indices = resultIndices
+                          Size = leftVector.Size })
 
-            processor.Post(Msg.CreateFreeMsg<_>(allIndices))
-            processor.Post(Msg.CreateFreeMsg<_>(allValues))
-            processor.Post(Msg.CreateFreeMsg<_>(bitmap))
+            allIndices.Free processor
+            allValues.Free processor
+            bitmap.Free processor
 
-            { Context = clContext
-              Values = resultValues
-              Indices = resultIndices
-              Size = max leftVector.Size rightVector.Size }
+            result
+
+    let private preparePositionsSparseDense<'a, 'b, 'c> (clContext: ClContext) workGroupSize opAdd =
+
+        let preparePositions (op: Expr<'a option -> 'b option -> 'c option>) =
+            <@ fun (ndRange: Range1D) length (leftValues: ClArray<'a>) (leftIndices: ClArray<int>) (rightValues: ClArray<'b option>) (resultBitmap: ClArray<int>) (resultValues: ClArray<'c>) (resultIndices: ClArray<int>) ->
+
+                let gid = ndRange.GlobalID0
+
+                if gid < length then
+
+                    let i = leftIndices.[gid]
+
+                    let (leftValue: 'a option) = Some leftValues.[gid]
+
+                    let (rightValue: 'b option) = rightValues.[i]
+
+                    match (%op) leftValue rightValue with
+                    | Some value ->
+                        resultValues.[gid] <- value
+                        resultIndices.[gid] <- i
+
+                        resultBitmap.[gid] <- 1
+                    | None -> resultBitmap.[gid] <- 0 @>
+
+        let kernel =
+            clContext.Compile <| preparePositions opAdd
+
+        fun (processor: MailboxProcessor<_>) (vectorLenght: int) (leftValues: ClArray<'a>) (leftIndices: ClArray<int>) (rightValues: ClArray<'b option>) ->
+
+            let resultBitmap =
+                clContext.CreateClArrayWithSpecificAllocationMode<int>(DeviceOnly, vectorLenght)
+
+            let resultIndices =
+                clContext.CreateClArrayWithSpecificAllocationMode<int>(DeviceOnly, vectorLenght)
+
+            let resultValues =
+                clContext.CreateClArrayWithSpecificAllocationMode<'c>(DeviceOnly, vectorLenght)
+
+            let ndRange =
+                Range1D.CreateValid(vectorLenght, workGroupSize)
+
+            let kernel = kernel.GetKernel()
+
+            processor.Post(
+                Msg.MsgSetArguments
+                    (fun () ->
+                        kernel.KernelFunc
+                            ndRange
+                            vectorLenght
+                            leftValues
+                            leftIndices
+                            rightValues
+                            resultBitmap
+                            resultValues
+                            resultIndices)
+            )
+
+            processor.Post(Msg.CreateRunMsg<_, _> kernel)
+
+            resultBitmap, resultValues, resultIndices
+
+    //TODO: unify with sparseXsparse
+    let runSparseDense<'a, 'b, 'c when 'a: struct and 'b: struct and 'c: struct>
+        op
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        let prepare =
+            preparePositionsSparseDense<'a, 'b, 'c> clContext workGroupSize op
+
+        let setPositions =
+            Common.setPositionsOption clContext workGroupSize
+
+        fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClVector.Sparse<'a>) (rightVector: ClArray<'b option>) ->
+
+            let bitmap, allValues, allIndices =
+                prepare processor leftVector.NNZ leftVector.Values leftVector.Indices rightVector
+
+            let result =
+                setPositions processor allocationMode allValues allIndices bitmap
+                |> Option.map
+                    (fun (resultValues, resultIndices) ->
+                        { Context = clContext
+                          Values = resultValues
+                          Indices = resultIndices
+                          Size = leftVector.Size })
+
+            allIndices.Free processor
+            allValues.Free processor
+            bitmap.Free processor
+
+            result
 
     let private preparePositionsAssignByMask<'a, 'b when 'a: struct and 'b: struct>
         op
@@ -183,7 +281,9 @@ module internal Map2 =
         let setPositions =
             Common.setPositions clContext workGroupSize
 
-        fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClVector.Sparse<'a>) (rightVector: ClVector.Sparse<'b>) (value: ClCell<'a>) ->
+        fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClVector.Sparse<'a>) (rightVector: ClVector.Sparse<'b>) (value: 'a) ->
+
+            let valueCell = clContext.CreateClCell(value)
 
             let bitmap, values, indices =
                 prepare
@@ -193,11 +293,12 @@ module internal Map2 =
                     leftVector.Indices
                     rightVector.Values
                     rightVector.Indices
-                    value
+                    valueCell
 
             let resultValues, resultIndices =
                 setPositions processor allocationMode values indices bitmap
 
+            processor.Post(Msg.CreateFreeMsg<_>(valueCell))
             processor.Post(Msg.CreateFreeMsg<_>(indices))
             processor.Post(Msg.CreateFreeMsg<_>(values))
             processor.Post(Msg.CreateFreeMsg<_>(bitmap))
@@ -280,7 +381,7 @@ module internal Map2 =
                 preparePositions<'a, 'b, 'c> op clContext workGroupSize
 
             let setPositions =
-                Common.setPositions clContext workGroupSize
+                Common.setPositionsOption clContext workGroupSize
 
             fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClVector.Sparse<'a>) (rightVector: ClVector.Sparse<'b>) ->
 
@@ -293,14 +394,17 @@ module internal Map2 =
                 processor.Post(Msg.CreateFreeMsg<_>(rightValues))
                 processor.Post(Msg.CreateFreeMsg<_>(isLeft))
 
-                let resultValues, resultIndices =
+                let result =
                     setPositions processor allocationMode allValues allIndices positions
+                    |> Option.map
+                        (fun (resultValues, resultIndices) ->
+                            { Context = clContext
+                              Values = resultValues
+                              Indices = resultIndices
+                              Size = max leftVector.Size rightVector.Size })
 
                 processor.Post(Msg.CreateFreeMsg<_>(allIndices))
                 processor.Post(Msg.CreateFreeMsg<_>(allValues))
                 processor.Post(Msg.CreateFreeMsg<_>(positions))
 
-                { Context = clContext
-                  Values = resultValues
-                  Indices = resultIndices
-                  Size = max leftVector.Size rightVector.Size }
+                result
diff --git a/src/GraphBLAS-sharp.Backend/Vector/Sparse/Merge.fs b/src/GraphBLAS-sharp.Backend/Vector/Sparse/Merge.fs
index 459ab6d5..4c310edf 100644
--- a/src/GraphBLAS-sharp.Backend/Vector/Sparse/Merge.fs
+++ b/src/GraphBLAS-sharp.Backend/Vector/Sparse/Merge.fs
@@ -1,8 +1,8 @@
 namespace GraphBLAS.FSharp.Backend.Vector.Sparse
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 module internal Merge =
     let run<'a, 'b when 'a: struct and 'b: struct> (clContext: ClContext) workGroupSize =
diff --git a/src/GraphBLAS-sharp.Backend/Vector/Sparse/Vector.fs b/src/GraphBLAS-sharp.Backend/Vector/Sparse/Vector.fs
index 5b3594ae..6d5bc25d 100644
--- a/src/GraphBLAS-sharp.Backend/Vector/Sparse/Vector.fs
+++ b/src/GraphBLAS-sharp.Backend/Vector/Sparse/Vector.fs
@@ -3,11 +3,10 @@ namespace GraphBLAS.FSharp.Backend.Vector.Sparse
 open Brahma.FSharp
 open Microsoft.FSharp.Control
 open Microsoft.FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClVector
 open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClVector
-open GraphBLAS.FSharp.Backend.Vector.Sparse
 
 module Vector =
     let copy (clContext: ClContext) workGroupSize =
@@ -21,10 +20,14 @@ module Vector =
               Values = copyData processor allocationMode vector.Values
               Size = vector.Size }
 
+    let map = Map.run
+
     let mapWithValue = Map.WithValueOption.run
 
     let map2 = Map2.run
 
+    let map2SparseDense = Map2.runSparseDense
+
     let map2AtLeastOne opAdd (clContext: ClContext) workGroupSize allocationMode =
         Map2.AtLeastOne.run (Convert.atLeastOneToOption opAdd) clContext workGroupSize allocationMode
 
@@ -68,6 +71,6 @@ module Vector =
     let reduce<'a when 'a: struct> (opAdd: Expr<'a -> 'a -> 'a>) (clContext: ClContext) workGroupSize =
 
         let reduce =
-            Reduce.reduce opAdd clContext workGroupSize
+            Common.Reduce.reduce opAdd clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) (vector: ClVector.Sparse<'a>) -> reduce processor vector.Values
diff --git a/src/GraphBLAS-sharp.Backend/Vector/Vector.fs b/src/GraphBLAS-sharp.Backend/Vector/Vector.fs
index 9c94992b..f02798d6 100644
--- a/src/GraphBLAS-sharp.Backend/Vector/Vector.fs
+++ b/src/GraphBLAS-sharp.Backend/Vector/Vector.fs
@@ -1,16 +1,24 @@
-namespace GraphBLAS.FSharp.Backend.Vector
+namespace GraphBLAS.FSharp
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Quotes
 open Microsoft.FSharp.Control
+open Microsoft.FSharp.Core
 open Microsoft.FSharp.Quotations
-open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ClVector
-
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Backend
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ClVector
+open GraphBLAS.FSharp.Backend.Quotes
+open GraphBLAS.FSharp.Backend.Vector
 
+[<RequireQualifiedAccess>]
 module Vector =
+    /// <summary>
+    /// Builds vector of given format with fixed size and fills it with the default values of desired type.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let zeroCreate (clContext: ClContext) workGroupSize =
         let zeroCreate =
             ClArray.zeroCreate clContext workGroupSize
@@ -31,15 +39,20 @@ module Vector =
                 ClVector.Dense
                 <| zeroCreate processor allocationMode size
 
+    /// <summary>
+    /// Builds vector of given format with fixed size and fills it with the values from the given list.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let ofList (clContext: ClContext) workGroupSize =
         let scatter =
-            Scatter.lastOccurrence clContext workGroupSize
+            Common.Scatter.lastOccurrence clContext workGroupSize
 
         let zeroCreate =
             ClArray.zeroCreate clContext workGroupSize
 
         let map =
-            ClArray.map <@ Some @> clContext workGroupSize
+            Common.Map.map <@ Some @> clContext workGroupSize
 
         fun (processor: MailboxProcessor<_>) allocationMode format size (elements: (int * 'a) list) ->
             match format with
@@ -76,6 +89,12 @@ module Vector =
 
                 ClVector.Dense result
 
+    /// <summary>
+    /// Creates new vector with the values from the given one.
+    /// New vector represented in the format of the given one.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let copy (clContext: ClContext) workGroupSize =
         let sparseCopy =
             Sparse.Vector.copy clContext workGroupSize
@@ -91,6 +110,12 @@ module Vector =
                 ClVector.Dense
                 <| copyOptionData processor allocationMode vector
 
+    /// <summary>
+    /// Sparsifies the given vector if it is in a dense format.
+    /// If the given vector is already sparse, copies it.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let toSparse (clContext: ClContext) workGroupSize =
         let toSparse =
             Dense.Vector.toSparse clContext workGroupSize
@@ -104,6 +129,12 @@ module Vector =
                 <| toSparse processor allocationMode vector
             | ClVector.Sparse _ -> copy processor allocationMode vector
 
+    /// <summary>
+    /// Densifies the given vector if it is in a sparse format.
+    /// If the given vector is already dense, copies it.
+    /// </summary>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let toDense (clContext: ClContext) workGroupSize =
         let toDense =
             Sparse.Vector.toDense clContext workGroupSize
@@ -119,40 +150,6 @@ module Vector =
                 ClVector.Dense
                 <| toDense processor allocationMode vector
 
-    let map2 (opAdd: Expr<'a option -> 'b option -> 'c option>) (clContext: ClContext) workGroupSize =
-        let map2Dense =
-            Dense.Vector.map2 opAdd clContext workGroupSize
-
-        let map2Sparse =
-            Sparse.Vector.map2 opAdd clContext workGroupSize
-
-        fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClVector<'a>) (rightVector: ClVector<'b>) ->
-            match leftVector, rightVector with
-            | ClVector.Dense left, ClVector.Dense right ->
-                ClVector.Dense
-                <| map2Dense processor allocationMode left right
-            | ClVector.Sparse left, ClVector.Sparse right ->
-                ClVector.Sparse
-                <| map2Sparse processor allocationMode left right
-            | _ -> failwith "Vector formats are not matching."
-
-    let map2AtLeastOne (opAdd: Expr<AtLeastOne<'a, 'b> -> 'c option>) (clContext: ClContext) workGroupSize =
-        let map2Sparse =
-            Sparse.Vector.map2AtLeastOne opAdd clContext workGroupSize
-
-        let map2Dense =
-            Dense.Vector.map2AtLeastOne opAdd clContext workGroupSize
-
-        fun (processor: MailboxProcessor<_>) allocationMode (leftVector: ClVector<'a>) (rightVector: ClVector<'b>) ->
-            match leftVector, rightVector with
-            | ClVector.Sparse left, ClVector.Sparse right ->
-                ClVector.Sparse
-                <| map2Sparse processor allocationMode left right
-            | ClVector.Dense left, ClVector.Dense right ->
-                ClVector.Dense
-                <| map2Dense processor allocationMode left right
-            | _ -> failwith "Vector formats are not matching."
-
     let private assignByMaskGeneral<'a, 'b when 'a: struct and 'b: struct> op (clContext: ClContext) workGroupSize =
 
         let sparseFillVector =
@@ -161,7 +158,7 @@ module Vector =
         let denseFillVector =
             Dense.Vector.assignByMask op clContext workGroupSize
 
-        fun (processor: MailboxProcessor<_>) allocationMode (vector: ClVector<'a>) (mask: ClVector<'b>) (value: ClCell<'a>) ->
+        fun (processor: MailboxProcessor<_>) allocationMode (vector: ClVector<'a>) (mask: ClVector<'b>) (value: 'a) ->
             match vector, mask with
             | ClVector.Sparse vector, ClVector.Sparse mask ->
                 ClVector.Sparse
@@ -171,12 +168,162 @@ module Vector =
                 <| denseFillVector processor allocationMode vector mask value
             | _ -> failwith "Vector formats are not matching."
 
+    /// <summary>
+    /// Assign given value to all entries covered by mask.
+    /// </summary>
+    /// <param name="op"></param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let assignByMask<'a, 'b when 'a: struct and 'b: struct> op clContext workGroupSize =
         assignByMaskGeneral<'a, 'b> (Convert.assignToOption op) clContext workGroupSize
 
+    /// <summary>
+    /// Assign given value to all entries NOT covered by mask.
+    /// </summary>
+    /// <param name="op"></param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let assignByMaskComplemented<'a, 'b when 'a: struct and 'b: struct> op clContext workGroupSize =
         assignByMaskGeneral<'a, 'b> (Convert.assignComplementedToOption op) clContext workGroupSize
 
+    let private assignByMaskInPlaceGeneral<'a, 'b when 'a: struct and 'b: struct>
+        op
+        (clContext: ClContext)
+        workGroupSize
+        =
+
+        let assignByDense =
+            Dense.Vector.assignByMaskInPlace op clContext workGroupSize
+
+        let assignBySparse =
+            Dense.Vector.assignBySparseMaskInPlace op clContext workGroupSize
+
+        fun (processor: MailboxProcessor<_>) (vector: ClVector<'a>) (mask: ClVector<'b>) (value: 'a) ->
+            match vector, mask with
+            | ClVector.Dense vector, ClVector.Dense mask -> assignByDense processor vector mask value vector
+            | ClVector.Dense vector, ClVector.Sparse mask -> assignBySparse processor vector mask value vector
+            | _ -> failwith "Unsupported format"
+
+    /// <summary>
+    /// Assign given value to all entries covered by mask.
+    /// Does it in-place.
+    /// </summary>
+    /// <param name="op"></param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let assignByMaskInPlace<'a, 'b when 'a: struct and 'b: struct> op clContext workGroupSize =
+        assignByMaskInPlaceGeneral<'a, 'b> (Convert.assignToOption op) clContext workGroupSize
+
+    /// <summary>
+    /// Applying the given function to the corresponding elements of the two given arrays pairwise.
+    /// Stores the result in the left vector.
+    /// </summary>
+    /// <remarks>
+    /// The two input arrays must have the same lengths.
+    /// </remarks>
+    /// <param name="map">The function to transform the pairs of the input elements.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let map2InPlace (map: Expr<'a option -> 'b option -> 'a option>) (clContext: ClContext) workGroupSize =
+        let map2Dense =
+            Dense.Vector.map2InPlace map clContext workGroupSize
+
+        fun (processor: MailboxProcessor<_>) (leftVector: ClVector<'a>) (rightVector: ClVector<'b>) ->
+            match leftVector, rightVector with
+            | ClVector.Dense left, ClVector.Dense right -> map2Dense processor left right left
+            | _ -> failwith "Unsupported vector format"
+
+    /// <summary>
+    /// Applying the given function to the corresponding elements of the two given arrays pairwise.
+    /// Stores the result in the given vector.
+    /// </summary>
+    /// <remarks>
+    /// The two input arrays must have the same lengths.
+    /// </remarks>
+    /// <param name="map">The function to transform the pairs of the input elements.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let map2To (map: Expr<'a option -> 'b option -> 'c option>) (clContext: ClContext) workGroupSize =
+        let map2Dense =
+            Dense.Vector.map2InPlace map clContext workGroupSize
+
+        fun (processor: MailboxProcessor<_>) (leftVector: ClVector<'a>) (rightVector: ClVector<'b>) (resultVector: ClVector<'c>) ->
+            match leftVector, rightVector, resultVector with
+            | ClVector.Dense left, ClVector.Dense right, ClVector.Dense result -> map2Dense processor left right result
+            | _ -> failwith "Unsupported vector format"
+
+    /// <summary>
+    /// Applying the given function to the corresponding elements of the two given arrays pairwise.
+    /// Returns new vector.
+    /// </summary>
+    /// <remarks>
+    /// The two input arrays must have the same lengths.
+    /// </remarks>
+    /// <param name="map">The function to transform the pairs of the input elements.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let map2Dense (map: Expr<'a option -> 'b option -> 'a option>) (clContext: ClContext) workGroupSize =
+        let map2Dense =
+            Dense.Vector.map2 map clContext workGroupSize
+
+        fun (processor: MailboxProcessor<_>) allocationFlag (leftVector: ClVector<'a>) (rightVector: ClVector<'b>) ->
+            match leftVector, rightVector with
+            | ClVector.Dense left, ClVector.Dense right -> map2Dense processor allocationFlag left right
+            | _ -> failwith "Unsupported vector format"
+
+    /// <summary>
+    /// Applying the given function to the corresponding elements of the two given arrays pairwise.
+    /// Returns new vector as option.
+    /// </summary>
+    /// <remarks>
+    /// The two input arrays must have the same lengths.
+    /// </remarks>
+    /// <param name="map">The function to transform the pairs of the input elements.</param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let map2Sparse (map: Expr<'a option -> 'b option -> 'a option>) (clContext: ClContext) workGroupSize =
+        let map2Sparse =
+            Sparse.Map2.run map clContext workGroupSize
+
+        let map2SparseDense =
+            Sparse.Map2.runSparseDense map clContext workGroupSize
+
+        fun (processor: MailboxProcessor<_>) allocationFlag (leftVector: ClVector<'a>) (rightVector: ClVector<'b>) ->
+            match leftVector, rightVector with
+            | ClVector.Sparse left, ClVector.Sparse right ->
+                Option.map ClVector.Sparse (map2Sparse processor allocationFlag left right)
+            | ClVector.Sparse left, ClVector.Dense right ->
+                Option.map ClVector.Sparse (map2SparseDense processor allocationFlag left right)
+            | _ -> failwith "Unsupported vector format"
+
+    /// <summary>
+    /// Check if vector contains such element that satisfies the predicate.
+    /// </summary>
+    /// <param name="predicate"></param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
+    let exists (predicate: Expr<'a option -> bool>) (clContext: ClContext) workGroupSize =
+
+        let existsDense =
+            ClArray.exists predicate clContext workGroupSize
+
+        fun (processor: MailboxProcessor<_>) (vector: ClVector<'a>) ->
+            match vector with
+            | ClVector.Dense vector -> existsDense processor vector
+            | _ -> failwith "Unsupported format"
+
+    /// <summary>
+    /// Applies a function to each value of the vector, threading an accumulator argument through the computation.
+    /// Begin by applying the function to the first two values.
+    /// Then feed this result into the function along with the third value and so on.
+    /// Return the final result.
+    /// </summary>
+    /// <remarks>
+    /// Implicit zeroes are ignored during the computation.
+    /// </remarks>
+    /// <param name="opAdd"></param>
+    /// <param name="clContext">OpenCL context.</param>
+    /// <param name="workGroupSize">Should be a power of 2 and greater than 1.</param>
     let reduce (opAdd: Expr<'a -> 'a -> 'a>) (clContext: ClContext) workGroupSize =
         let sparseReduce =
             Sparse.Vector.reduce opAdd clContext workGroupSize
diff --git a/src/GraphBLAS-sharp/Objects/Matrix.fs b/src/GraphBLAS-sharp/Objects/Matrix.fs
index 45754431..e74e9153 100644
--- a/src/GraphBLAS-sharp/Objects/Matrix.fs
+++ b/src/GraphBLAS-sharp/Objects/Matrix.fs
@@ -1,8 +1,8 @@
 namespace GraphBLAS.FSharp.Objects
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClMatrix
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClMatrix
 
 module Matrix =
     type CSR<'a when 'a: struct> =
diff --git a/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs b/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs
index f310ca31..a0e8332a 100644
--- a/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs
+++ b/src/GraphBLAS-sharp/Objects/MatrixExtensions.fs
@@ -1,9 +1,9 @@
 namespace GraphBLAS.FSharp.Objects
 
-open GraphBLAS.FSharp.Backend.Objects
 open Brahma.FSharp
 open Matrix
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 open GraphBLAS.FSharp.Objects.ClVectorExtensions
 
 module MatrixExtensions =
diff --git a/src/GraphBLAS-sharp/Objects/Vector.fs b/src/GraphBLAS-sharp/Objects/Vector.fs
index 19b7e01a..6462109d 100644
--- a/src/GraphBLAS-sharp/Objects/Vector.fs
+++ b/src/GraphBLAS-sharp/Objects/Vector.fs
@@ -1,9 +1,9 @@
 namespace GraphBLAS.FSharp.Objects
 
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClVector
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClVector
 
 module Vector =
     type Sparse<'a> =
diff --git a/src/GraphBLAS-sharp/Objects/VectorExtensions.fs b/src/GraphBLAS-sharp/Objects/VectorExtensions.fs
index 4bdb6a01..cfe098e7 100644
--- a/src/GraphBLAS-sharp/Objects/VectorExtensions.fs
+++ b/src/GraphBLAS-sharp/Objects/VectorExtensions.fs
@@ -1,8 +1,8 @@
 namespace GraphBLAS.FSharp.Objects
 
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects
+open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Objects.Vector
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 module ClVectorExtensions =
     type ClVector.Sparse<'a> with
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Algorithms/BFS.fs b/tests/GraphBLAS-sharp.Tests/Backend/Algorithms/BFS.fs
index a85d8424..110dddec 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Algorithms/BFS.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Algorithms/BFS.fs
@@ -1,14 +1,12 @@
 module GraphBLAS.FSharp.Tests.Backend.Algorithms.BFS
 
 open Expecto
-open GraphBLAS.FSharp.Backend
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend.Quotes
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Context
 open GraphBLAS.FSharp.Tests.Backend.QuickGraph.Algorithms
 open GraphBLAS.FSharp.Tests.Backend.QuickGraph.CreateGraph
-open GraphBLAS.FSharp.Backend.Objects
 open GraphBLAS.FSharp.Objects.ClVectorExtensions
 open GraphBLAS.FSharp.Objects
 
@@ -28,6 +26,20 @@ let testFixtures (testContext: TestContext) =
               context
               workGroupSize
 
+      let bfsSparse =
+          Algorithms.BFS.singleSourceSparse
+              ArithmeticOperations.boolSumOption
+              ArithmeticOperations.boolMulOption
+              context
+              workGroupSize
+
+      let bfsPushPull =
+          Algorithms.BFS.singleSourcePushPull
+              ArithmeticOperations.boolSumOption
+              ArithmeticOperations.boolMulOption
+              context
+              workGroupSize
+
       testPropertyWithConfig config testName
       <| fun (matrix: int [,]) ->
 
@@ -46,23 +58,41 @@ let testFixtures (testContext: TestContext) =
               let matrixHost =
                   Utils.createMatrixFromArray2D CSR matrix ((=) 0)
 
+              let matrixHostBool =
+                  Utils.createMatrixFromArray2D CSR (Array2D.map (fun x -> x <> 0) matrix) ((=) false)
+
               let matrix = matrixHost.ToDevice context
+              let matrixBool = matrixHostBool.ToDevice context
+
+              let res = bfs queue matrix source
+
+              let resSparse = bfsSparse queue matrixBool source
+
+              let resPushPull = bfsPushPull queue matrixBool source
+
+              let resHost = res.ToHost queue
+              let resHostSparse = resSparse.ToHost queue
+              let resHostPushPull = resPushPull.ToHost queue
 
-              match matrix with
-              | ClMatrix.CSR mtx ->
-                  let res = bfs queue mtx source |> ClVector.Dense
+              matrix.Dispose queue
+              matrixBool.Dispose queue
+              res.Dispose queue
+              resSparse.Dispose queue
+              resPushPull.Dispose queue
 
-                  let resHost = res.ToHost queue
+              match resHost, resHostSparse, resHostPushPull with
+              | Vector.Dense resHost, Vector.Dense resHostSparse, Vector.Dense resHostPushPull ->
+                  let actual = resHost |> Utils.unwrapOptionArray 0
 
-                  (mtx :> IDeviceMemObject).Dispose queue
-                  res.Dispose queue
+                  let actualSparse =
+                      resHostSparse |> Utils.unwrapOptionArray 0
 
-                  match resHost with
-                  | Vector.Dense resHost ->
-                      let actual = resHost |> Utils.unwrapOptionArray 0
+                  let actualPushPull =
+                      resHostPushPull |> Utils.unwrapOptionArray 0
 
-                      Expect.sequenceEqual actual expected "Sequences must be equal"
-                  | _ -> failwith "Not implemented"
+                  Expect.sequenceEqual actual expected "Dense bfs is not as expected"
+                  Expect.sequenceEqual actualSparse expected "Sparse bfs is not as expected"
+                  Expect.sequenceEqual actualPushPull expected "Push-pull bfs is not as expected"
               | _ -> failwith "Not implemented" ]
 
 let tests =
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Algorithms/SSSP.fs b/tests/GraphBLAS-sharp.Tests/Backend/Algorithms/SSSP.fs
new file mode 100644
index 00000000..fa9cdff7
--- /dev/null
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Algorithms/SSSP.fs
@@ -0,0 +1,64 @@
+module GraphBLAS.FSharp.Tests.Backend.Algorithms.SSSP
+
+open Expecto
+open GraphBLAS.FSharp.Backend
+open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp.Backend.Quotes
+open GraphBLAS.FSharp.Tests
+open GraphBLAS.FSharp.Tests.Context
+open GraphBLAS.FSharp.Tests.Backend.QuickGraph.Algorithms
+open GraphBLAS.FSharp.Tests.Backend.QuickGraph.CreateGraph
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClVectorExtensions
+
+let testFixtures (testContext: TestContext) =
+    [ let config = Utils.undirectedAlgoConfig
+      let context = testContext.ClContext
+      let queue = testContext.Queue
+      let workGroupSize = Utils.defaultWorkGroupSize
+
+      let testName =
+          sprintf "Test on %A" testContext.ClContext
+
+      let ssspDense =
+          Algorithms.SSSP.run context workGroupSize
+
+      testPropertyWithConfig config testName
+      <| fun (matrix: int [,]) ->
+
+          let matrix = Array2D.map (fun x -> abs x) matrix
+
+          let graph = undirectedFromArray2D matrix 0
+
+          let largestComponent =
+              ConnectedComponents.largestComponent graph
+
+          if largestComponent.Length > 0 then
+              let source = largestComponent.[0]
+
+              let expected =
+                  SSSP.runUndirected matrix (directedFromArray2D matrix 0) source
+                  |> Array.map (Option.map int)
+
+              let matrixHost =
+                  Utils.createMatrixFromArray2D CSR matrix ((=) 0)
+
+              let matrix = matrixHost.ToDevice context
+
+              let resDense =
+                  ssspDense queue matrix source |> ClVector.Dense
+
+              let resHost = resDense.ToHost queue
+
+              matrix.Dispose queue
+              resDense.Dispose queue
+
+              match resHost with
+              | Vector.Dense resHost ->
+                  let actual = resHost
+
+                  Expect.sequenceEqual actual expected "Sequences must be equal"
+              | _ -> failwith "Not implemented" ]
+
+let tests =
+    TestCases.gpuTests "SSSP tests" testFixtures
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Blit.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Blit.fs
index 771f3501..8387bdcc 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Blit.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Blit.fs
@@ -2,10 +2,10 @@ module GraphBLAS.FSharp.Tests.Backend.Common.ClArray.Blit
 
 open Expecto
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Test
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let context = Context.defaultContext.ClContext
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Choose.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Choose.fs
index c79d035f..3fd89e84 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Choose.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Choose.fs
@@ -1,13 +1,13 @@
 module GraphBLAS.FSharp.Tests.Backend.Common.ClArray.Choose
 
-open GraphBLAS.FSharp.Backend.Common
 open Expecto
+open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Context
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open Brahma.FSharp
 open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let workGroupSize = Utils.defaultWorkGroupSize
 
@@ -65,18 +65,19 @@ let makeTest2 testContext isEqual opMap testFun (firstArray: 'a [], secondArray:
             Array.map2 opMap firstArray secondArray
             |> Array.choose id
 
-        let clFirstArray = context.CreateClArray firstArray
-        let clSecondArray = context.CreateClArray secondArray
+        if expected.Length > 0 then
+            let clFirstArray = context.CreateClArray firstArray
+            let clSecondArray = context.CreateClArray secondArray
 
-        let (clActual: ClArray<_>) =
-            testFun processor HostInterop clFirstArray clSecondArray
+            let (clActual: ClArray<_>) =
+                testFun processor HostInterop clFirstArray clSecondArray
 
-        let actual = clActual.ToHostAndFree processor
-        clFirstArray.Free processor
-        clSecondArray.Free processor
+            let actual = clActual.ToHostAndFree processor
+            clFirstArray.Free processor
+            clSecondArray.Free processor
 
-        "Results must be the same"
-        |> Utils.compareArrays isEqual actual expected
+            "Results must be the same"
+            |> Utils.compareArrays isEqual actual expected
 
 let createTest2 testsContext (isEqual: 'a -> 'a -> bool) (opMapQ, opMap) testFun =
     testFun opMapQ testsContext.ClContext Utils.defaultWorkGroupSize
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/ChunkBySize.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/ChunkBySize.fs
index ae282f9a..2cc3133e 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/ChunkBySize.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/ChunkBySize.fs
@@ -2,11 +2,11 @@ module GraphBLAS.FSharp.Tests.Backend.Common.ClArray.ChunkBySize
 
 open Expecto
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Test
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let context = Context.defaultContext.ClContext
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Concat.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Concat.fs
index d27cdebf..48dcb77c 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Concat.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Concat.fs
@@ -2,10 +2,10 @@ module GraphBLAS.FSharp.Tests.Backend.Common.ClArray.Concat
 
 open Expecto
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let context = Context.defaultContext.ClContext
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Copy.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Copy.fs
index 2c8d2ba2..c36475a0 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Copy.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Copy.fs
@@ -4,10 +4,10 @@ open Expecto
 open Expecto.Logging
 open Expecto.Logging.Message
 open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let logger = Log.create "ClArray.Copy.Tests"
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Exists.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Exists.fs
index ff061074..ac991951 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Exists.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Exists.fs
@@ -2,13 +2,13 @@ module GraphBLAS.FSharp.Tests.Backend.Common.ClArray.Exists
 
 open Expecto
 open Expecto.Logging
-open GraphBLAS.FSharp.Backend.Common
+open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
 open Context
-open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.Backend.Objects.ClCell
 
 let logger =
     Log.create "ClArray.containsNonZero.Tests"
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Fill.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Fill.fs
index 0921ff26..8a285a2f 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Fill.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Fill.fs
@@ -2,11 +2,10 @@ module GraphBLAS.FSharp.Tests.Backend.Common.ClArray.Fill
 
 open Expecto
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Test
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let context = Context.defaultContext.ClContext
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Item.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Item.fs
index 352f2517..a3786832 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Item.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Item.fs
@@ -2,11 +2,11 @@ module GraphBLAS.FSharp.Tests.Backend.Common.ClArray.Item
 
 open Expecto
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Test
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClCell
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 
 let context = Context.defaultContext.ClContext
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Map.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Map.fs
index a49ea492..b87816ba 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Map.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Map.fs
@@ -1,12 +1,12 @@
 module GraphBLAS.FSharp.Tests.Backend.Common.ClArray.Map
 
+open Expecto
 open Brahma.FSharp
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Context
 open GraphBLAS.FSharp.Backend.Common
 open GraphBLAS.FSharp.Backend.Quotes
-open Expecto
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let context = defaultContext.Queue
 
@@ -44,7 +44,7 @@ let createTest<'a when 'a: equality> (testContext: TestContext) (zero: 'a) isEqu
     let context = testContext.ClContext
 
     let map =
-        ClArray.map (Map.optionToValueOrZero zero) context wgSize
+        Map.map (Map.optionToValueOrZero zero) context wgSize
 
     makeTest testContext map zero isEqual
     |> testPropertyWithConfig config $"Correctness on {typeof<'a>}"
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Map2.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Map2.fs
index ae4342b8..69b28dad 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Map2.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Map2.fs
@@ -1,11 +1,12 @@
 module GraphBLAS.FSharp.Tests.Backend.Common.ClArray.Map2
 
+open Expecto
 open Brahma.FSharp
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Context
 open GraphBLAS.FSharp.Backend.Common
-open Expecto
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+
 
 let context = defaultContext.Queue
 
@@ -42,7 +43,7 @@ let createTest<'a when 'a: equality> (testContext: TestContext) isEqual hostMapF
 
     let context = testContext.ClContext
 
-    let map = ClArray.map2 mapFunQ context wgSize
+    let map = Map.map2 mapFunQ context wgSize
 
     makeTest<'a> testContext map hostMapFun isEqual
     |> testPropertyWithConfig config $"Correctness on {typeof<'a>}"
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Pairwise.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Pairwise.fs
index 5bd6957d..12db7aa8 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Pairwise.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Pairwise.fs
@@ -2,11 +2,11 @@ module GraphBLAS.FSharp.Tests.Backend.Common.ClArray.Pairwise
 
 open Expecto
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Test
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let context = Context.defaultContext.ClContext
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/RemoveDuplicates.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/RemoveDuplicates.fs
index 1f8e3f7d..276cf286 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/RemoveDuplicates.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/RemoveDuplicates.fs
@@ -4,8 +4,8 @@ open Expecto
 open Expecto.Logging
 open Expecto.Logging.Message
 open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Common
 
 let logger = Log.create "RemoveDuplicates.Tests"
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Replicate.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Replicate.fs
index 0299eb05..2d6ecc6b 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Replicate.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Replicate.fs
@@ -4,10 +4,10 @@ open Expecto
 open Expecto.Logging
 open Expecto.Logging.Message
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let logger = Log.create "Replicate.Tests"
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Set.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Set.fs
index a393b499..cf1d09e5 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Set.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/Set.fs
@@ -2,10 +2,10 @@ module GraphBLAS.FSharp.Tests.Backend.Common.ClArray.Set
 
 open Expecto
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
 open GraphBLAS.FSharp.Test
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let context = Context.defaultContext.ClContext
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/UpperBound.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/UpperBound.fs
index 78905478..7f1f2c81 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/UpperBound.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/ClArray/UpperBound.fs
@@ -2,10 +2,10 @@ module GraphBLAS.FSharp.Tests.Backend.Common.ClArray.UpperBound
 
 open Expecto
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Test
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ClCell
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 
 let context = Context.defaultContext.ClContext
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/Gather.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/Gather.fs
index 3019d9d3..b82b65d6 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/Gather.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/Gather.fs
@@ -1,11 +1,11 @@
 module GraphBLAS.FSharp.Tests.Backend.Common.Gather
 
-open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Tests
 open Expecto
 open Microsoft.FSharp.Collections
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Tests
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 open GraphBLAS.FSharp.Backend.Quotes
 
 let context = Context.defaultContext.ClContext
@@ -55,14 +55,14 @@ let createTest<'a> (isEqual: 'a -> 'a -> bool) testFun =
     |> testPropertyWithConfig Utils.defaultConfig $"test on %A{typeof<'a>}"
 
 let tests =
-    [ createTest<int> (=) Gather.run
+    [ createTest<int> (=) Common.Gather.run
 
       if Utils.isFloat64Available context.ClDevice then
-          createTest<float> Utils.floatIsEqual Gather.run
+          createTest<float> Utils.floatIsEqual Common.Gather.run
 
-      createTest<float32> Utils.float32IsEqual Gather.run
-      createTest<bool> (=) Gather.run
-      createTest<uint> (=) Gather.run ]
+      createTest<float32> Utils.float32IsEqual Common.Gather.run
+      createTest<bool> (=) Common.Gather.run
+      createTest<uint> (=) Common.Gather.run ]
     |> testList "Gather"
 
 
@@ -98,27 +98,27 @@ let createTestInit<'a> (isEqual: 'a -> 'a -> bool) testFun indexMapQ indexMap =
 let initTests =
 
     let idTests =
-        [ createTestInit<int> (=) Gather.runInit Map.id id
+        [ createTestInit<int> (=) Common.Gather.runInit Map.id id
 
           if Utils.isFloat64Available context.ClDevice then
-              createTestInit<float> Utils.floatIsEqual Gather.runInit Map.id id
+              createTestInit<float> Utils.floatIsEqual Common.Gather.runInit Map.id id
 
-          createTestInit<float32> Utils.float32IsEqual Gather.runInit Map.id id
-          createTestInit<bool> (=) Gather.runInit Map.id id
-          createTestInit<uint> (=) Gather.runInit Map.id id ]
+          createTestInit<float32> Utils.float32IsEqual Common.Gather.runInit Map.id id
+          createTestInit<bool> (=) Common.Gather.runInit Map.id id
+          createTestInit<uint> (=) Common.Gather.runInit Map.id id ]
         |> testList "id"
 
     let inc = ((+) 1)
 
     let incTests =
-        [ createTestInit<int> (=) Gather.runInit Map.inc inc
+        [ createTestInit<int> (=) Common.Gather.runInit Map.inc inc
 
           if Utils.isFloat64Available context.ClDevice then
-              createTestInit<float> Utils.floatIsEqual Gather.runInit Map.inc inc
+              createTestInit<float> Utils.floatIsEqual Common.Gather.runInit Map.inc inc
 
-          createTestInit<float32> Utils.float32IsEqual Gather.runInit Map.inc inc
-          createTestInit<bool> (=) Gather.runInit Map.inc inc
-          createTestInit<uint> (=) Gather.runInit Map.inc inc ]
+          createTestInit<float32> Utils.float32IsEqual Common.Gather.runInit Map.inc inc
+          createTestInit<bool> (=) Common.Gather.runInit Map.inc inc
+          createTestInit<uint> (=) Common.Gather.runInit Map.inc inc ]
         |> testList "inc"
 
     testList "init" [ idTests; incTests ]
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/Merge.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/Merge.fs
deleted file mode 100644
index d937da3c..00000000
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/Merge.fs
+++ /dev/null
@@ -1,54 +0,0 @@
-module GraphBLAS.FSharp.Tests.Common.Merge
-
-open Expecto
-open Brahma.FSharp
-open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-
-let context = Context.defaultContext.ClContext
-
-let processor = Context.defaultContext.Queue
-
-let config =
-    { Utils.defaultConfig with
-          endSize = 10000000 }
-
-let makeTest isEqual testFun (leftArray: 'a []) (rightArray: 'a []) =
-    if leftArray.Length > 0 && rightArray.Length > 0 then
-
-        let leftArray = Array.sort leftArray |> Array.distinct
-
-        let rightArray = Array.sort rightArray |> Array.distinct
-
-        let clLeftArray = context.CreateClArray leftArray
-        let clRightArray = context.CreateClArray rightArray
-
-        let clResult: ClArray<'a> =
-            testFun processor clLeftArray clRightArray
-
-        let result = clResult.ToHostAndFree processor
-        clLeftArray.Free processor
-        clRightArray.Free processor
-
-        let expected =
-            Array.concat [ leftArray; rightArray ]
-            |> Array.sort
-
-        "Results must be the same"
-        |> Utils.compareArrays isEqual result expected
-
-let createTest<'a> isEqual =
-    Merge.run context Utils.defaultWorkGroupSize
-    |> makeTest isEqual
-    |> testPropertyWithConfig config $"test on {typeof<'a>}"
-
-let tests =
-    [ createTest<int> (=)
-
-      if Utils.isFloat64Available context.ClDevice then
-          createTest<float> (=)
-
-      createTest<float32> (=)
-      createTest<bool> (=) ]
-    |> testList "Merge"
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/Reduce/Reduce.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/Reduce/Reduce.fs
index 3500e639..54dfee30 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/Reduce/Reduce.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/Reduce/Reduce.fs
@@ -4,10 +4,10 @@ open Expecto
 open Expecto.Logging
 open Expecto.Logging.Message
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ClCell
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let logger = Log.create "Reduce.Tests"
 
@@ -52,7 +52,8 @@ let makeTest (reduce: MailboxProcessor<_> -> ClArray<'a> -> ClCell<'a>) plus zer
         |> Expect.equal actualSum expectedSum
 
 let testFixtures plus plusQ zero name =
-    let reduce = Reduce.reduce plusQ context wgSize
+    let reduce =
+        Common.Reduce.reduce plusQ context wgSize
 
     makeTest reduce plus zero
     |> testPropertyWithConfig config $"Correctness on %s{name}"
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/Reduce/ReduceByKey.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/Reduce/ReduceByKey.fs
index 772eafb5..1ff419ef 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/Reduce/ReduceByKey.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/Reduce/ReduceByKey.fs
@@ -1,13 +1,13 @@
 module GraphBLAS.FSharp.Tests.Backend.Common.Reduce.ByKey
 
 open Expecto
-open GraphBLAS.FSharp.Backend.Common
+open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend.Quotes
 open GraphBLAS.FSharp.Test
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let context = Context.defaultContext.ClContext
 
@@ -63,7 +63,7 @@ let makeTest isEqual reduce reduceOp (arrayAndKeys: (int * 'a) []) =
 let createTestSequential<'a> (isEqual: 'a -> 'a -> bool) reduceOp reduceOpQ =
 
     let reduce =
-        Reduce.ByKey.sequential reduceOpQ context Utils.defaultWorkGroupSize
+        Common.Reduce.ByKey.sequential reduceOpQ context Utils.defaultWorkGroupSize
 
     makeTest isEqual reduce reduceOp
     |> testPropertyWithConfig config $"test on {typeof<'a>}"
@@ -97,7 +97,7 @@ let sequentialTest =
 
 let createTestOneWorkGroup<'a> (isEqual: 'a -> 'a -> bool) reduceOp reduceOpQ =
     let reduce =
-        Reduce.ByKey.oneWorkGroupSegments reduceOpQ context Utils.defaultWorkGroupSize
+        Common.Reduce.ByKey.oneWorkGroupSegments reduceOpQ context Utils.defaultWorkGroupSize
 
     makeTest isEqual reduce reduceOp
     |> testPropertyWithConfig
@@ -166,7 +166,7 @@ let makeTestSequentialSegments isEqual reduce reduceOp (valuesAndKeys: (int * 'a
 
 let createTestSequentialSegments<'a> (isEqual: 'a -> 'a -> bool) reduceOp reduceOpQ =
     let reduce =
-        Reduce.ByKey.segmentSequential reduceOpQ context Utils.defaultWorkGroupSize
+        Common.Reduce.ByKey.segmentSequential reduceOpQ context Utils.defaultWorkGroupSize
 
     makeTestSequentialSegments isEqual reduce reduceOp
     |> testPropertyWithConfig { config with startSize = 1000 } $"test on {typeof<'a>}"
@@ -252,7 +252,7 @@ let makeTest2D isEqual reduce reduceOp (array: (int * int * 'a) []) =
 let createTestSequential2D<'a> (isEqual: 'a -> 'a -> bool) reduceOp reduceOpQ =
 
     let reduce =
-        Reduce.ByKey2D.sequential reduceOpQ context Utils.defaultWorkGroupSize
+        Common.Reduce.ByKey2D.sequential reduceOpQ context Utils.defaultWorkGroupSize
 
     makeTest2D isEqual reduce reduceOp
     |> testPropertyWithConfig
@@ -331,7 +331,7 @@ let makeTestSequentialSegments2D isEqual reduce reduceOp (array: (int * int * 'a
 
 let createTestSequentialSegments2D<'a> (isEqual: 'a -> 'a -> bool) reduceOp reduceOpQ =
     let reduce =
-        Reduce.ByKey2D.segmentSequential reduceOpQ context Utils.defaultWorkGroupSize
+        Common.Reduce.ByKey2D.segmentSequential reduceOpQ context Utils.defaultWorkGroupSize
 
     makeTestSequentialSegments2D isEqual reduce reduceOp
     |> testPropertyWithConfig
@@ -430,7 +430,7 @@ let testOption<'a> isEqual reduceOp testFun (array: (int * 'a) []) =
         |> checkResultOption isEqual keys values reduceOp
 
 let createTestOption (isEqual: 'a -> 'a -> bool) (reduceOpQ, reduceOp) =
-    Reduce.ByKey.Option.segmentSequential reduceOpQ context Utils.defaultWorkGroupSize
+    Common.Reduce.ByKey.Option.segmentSequentialByOffsets reduceOpQ context Utils.defaultWorkGroupSize
     |> testOption<'a> isEqual reduceOp
     |> testPropertyWithConfig
         { config with
@@ -518,7 +518,7 @@ let test2DOption<'a> isEqual reduceOp reduce (array: (int * int * 'a) []) =
         |> checkResult2DOption isEqual firstKeys secondKeys values reduceOp
 
 let createTest2DOption (isEqual: 'a -> 'a -> bool) (reduceOpQ, reduceOp) =
-    Reduce.ByKey2D.Option.segmentSequential reduceOpQ context Utils.defaultWorkGroupSize
+    Common.Reduce.ByKey2D.Option.segmentSequential reduceOpQ context Utils.defaultWorkGroupSize
     |> test2DOption<'a> isEqual reduceOp
     |> testPropertyWithConfig
         { config with
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/Reduce/Sum.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/Reduce/Sum.fs
index 977b085e..3953c3c0 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/Reduce/Sum.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/Reduce/Sum.fs
@@ -3,13 +3,13 @@ module GraphBLAS.FSharp.Tests.Backend.Common.Reduce.Sum
 open Expecto
 open Expecto.Logging
 open Expecto.Logging.Message
+open FSharp.Quotations
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
 open GraphBLAS.FSharp.Tests
-open FSharp.Quotations
 open Context
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClCell
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 
 let logger = Log.create "Sum.Test"
 
@@ -51,7 +51,7 @@ let makeTest plus zero sum (array: 'a []) =
         |> Expect.equal actualSum expectedSum
 
 let testFixtures plus (plusQ: Expr<'a -> 'a -> 'a>) zero name =
-    Reduce.sum plusQ zero context wgSize
+    Common.Reduce.sum plusQ zero context wgSize
     |> makeTest plus zero
     |> testPropertyWithConfig config (sprintf "Correctness on %s" name)
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/Scan/ByKey.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/Scan/ByKey.fs
index a89b5f36..1cea79dd 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/Scan/ByKey.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/Scan/ByKey.fs
@@ -1,10 +1,10 @@
 module GraphBLAS.FSharp.Tests.Backend.Common.Scan.ByKey
 
-open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Backend.Objects.ClContext
 open Expecto
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let context = Context.defaultContext.ClContext
 
@@ -60,7 +60,7 @@ let createTest (zero: 'a) opAddQ opAdd isEqual deviceScan hostScan =
 
 let sequentialSegmentsTests =
     let excludeTests =
-        [ createTest 0 <@ (+) @> (+) (=) PrefixSum.ByKey.sequentialExclude HostPrimitives.prefixSumExclude
+        [ createTest 0 <@ (+) @> (+) (=) Common.PrefixSum.ByKey.sequentialExclude HostPrimitives.prefixSumExclude
 
           if Utils.isFloat64Available context.ClDevice then
               createTest
@@ -68,7 +68,7 @@ let sequentialSegmentsTests =
                   <@ (+) @>
                   (+)
                   Utils.floatIsEqual
-                  PrefixSum.ByKey.sequentialExclude
+                  Common.PrefixSum.ByKey.sequentialExclude
                   HostPrimitives.prefixSumExclude
 
           createTest
@@ -76,15 +76,15 @@ let sequentialSegmentsTests =
               <@ (+) @>
               (+)
               Utils.float32IsEqual
-              PrefixSum.ByKey.sequentialExclude
+              Common.PrefixSum.ByKey.sequentialExclude
               HostPrimitives.prefixSumExclude
 
-          createTest false <@ (||) @> (||) (=) PrefixSum.ByKey.sequentialExclude HostPrimitives.prefixSumExclude
-          createTest 0u <@ (+) @> (+) (=) PrefixSum.ByKey.sequentialExclude HostPrimitives.prefixSumExclude ]
+          createTest false <@ (||) @> (||) (=) Common.PrefixSum.ByKey.sequentialExclude HostPrimitives.prefixSumExclude
+          createTest 0u <@ (+) @> (+) (=) Common.PrefixSum.ByKey.sequentialExclude HostPrimitives.prefixSumExclude ]
         |> testList "exclude"
 
     let includeTests =
-        [ createTest 0 <@ (+) @> (+) (=) PrefixSum.ByKey.sequentialInclude HostPrimitives.prefixSumInclude
+        [ createTest 0 <@ (+) @> (+) (=) Common.PrefixSum.ByKey.sequentialInclude HostPrimitives.prefixSumInclude
 
           if Utils.isFloat64Available context.ClDevice then
               createTest
@@ -92,7 +92,7 @@ let sequentialSegmentsTests =
                   <@ (+) @>
                   (+)
                   Utils.floatIsEqual
-                  PrefixSum.ByKey.sequentialInclude
+                  Common.PrefixSum.ByKey.sequentialInclude
                   HostPrimitives.prefixSumInclude
 
           createTest
@@ -100,12 +100,15 @@ let sequentialSegmentsTests =
               <@ (+) @>
               (+)
               Utils.float32IsEqual
-              PrefixSum.ByKey.sequentialInclude
+              Common.PrefixSum.ByKey.sequentialInclude
               HostPrimitives.prefixSumInclude
 
-          createTest false <@ (||) @> (||) (=) PrefixSum.ByKey.sequentialInclude HostPrimitives.prefixSumInclude
-          createTest 0u <@ (+) @> (+) (=) PrefixSum.ByKey.sequentialInclude HostPrimitives.prefixSumInclude ]
+          createTest false <@ (||) @> (||) (=) Common.PrefixSum.ByKey.sequentialInclude HostPrimitives.prefixSumInclude
+          createTest 0u <@ (+) @> (+) (=) Common.PrefixSum.ByKey.sequentialInclude HostPrimitives.prefixSumInclude ]
 
         |> testList "include"
 
     testList "Sequential segments" [ excludeTests; includeTests ]
+
+let tests =
+    testList "ByKey" [ sequentialSegmentsTests ]
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/Scan/PrefixSum.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/Scan/PrefixSum.fs
index fbf12398..f94b0564 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/Scan/PrefixSum.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/Scan/PrefixSum.fs
@@ -4,11 +4,10 @@ open Expecto
 open Expecto.Logging
 open Expecto.Logging.Message
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Tests.Context
 open GraphBLAS.FSharp
-open GraphBLAS.FSharp.Backend.Objects.ClCell
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Tests.Context
+open GraphBLAS.FSharp.Objects.ClCellExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let logger = Log.create "ClArray.PrefixSum.Tests"
 
@@ -61,7 +60,7 @@ let makeTest plus zero isEqual scan (array: 'a []) =
         |> Tests.Utils.compareArrays isEqual actual expected
 
 let testFixtures plus plusQ zero isEqual name =
-    PrefixSum.runIncludeInPlace plusQ context wgSize
+    Common.PrefixSum.runIncludeInPlace plusQ context wgSize
     |> makeTest plus zero isEqual
     |> testPropertyWithConfig config $"Correctness on %s{name}"
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/Scatter.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/Scatter.fs
index a72de22b..c1d71dca 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/Scatter.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/Scatter.fs
@@ -3,11 +3,11 @@ module GraphBLAS.FSharp.Tests.Backend.Common.Scatter
 open Expecto
 open Expecto.Logging
 open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Context
 open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let logger = Log.create "Scatter.Tests"
 
@@ -41,12 +41,12 @@ let makeTest<'a when 'a: equality> hostScatter scatter (array: (int * 'a) []) (r
         |> Utils.compareArrays (=) actual expected
 
 let testFixturesLast<'a when 'a: equality> =
-    Scatter.lastOccurrence context wgSize
+    Common.Scatter.lastOccurrence context wgSize
     |> makeTest<'a> HostPrimitives.scatterLastOccurrence
     |> testPropertyWithConfig config $"Correctness on %A{typeof<'a>}"
 
 let testFixturesFirst<'a when 'a: equality> =
-    Scatter.firstOccurrence context wgSize
+    Common.Scatter.firstOccurrence context wgSize
     |> makeTest<'a> HostPrimitives.scatterFirstOccurrence
     |> testPropertyWithConfig config $"Correctness on %A{typeof<'a>}"
 
@@ -100,13 +100,13 @@ let initTests =
     let inc = ((+) 1)
 
     let firstOccurrence =
-        [ createInitTest Scatter.initFirsOccurrence HostPrimitives.scatterFirstOccurrence "id" id Map.id
-          createInitTest Scatter.initFirsOccurrence HostPrimitives.scatterFirstOccurrence "inc" inc Map.inc ]
+        [ createInitTest Common.Scatter.initFirstOccurrence HostPrimitives.scatterFirstOccurrence "id" id Map.id
+          createInitTest Common.Scatter.initFirstOccurrence HostPrimitives.scatterFirstOccurrence "inc" inc Map.inc ]
         |> testList "first occurrence"
 
     let lastOccurrence =
-        [ createInitTest Scatter.initLastOccurrence HostPrimitives.scatterLastOccurrence "id" id Map.id
-          createInitTest Scatter.initLastOccurrence HostPrimitives.scatterLastOccurrence "inc" inc Map.inc ]
+        [ createInitTest Common.Scatter.initLastOccurrence HostPrimitives.scatterLastOccurrence "id" id Map.id
+          createInitTest Common.Scatter.initLastOccurrence HostPrimitives.scatterLastOccurrence "inc" inc Map.inc ]
         |> testList "last occurrence"
 
     testList "init" [ firstOccurrence; lastOccurrence ]
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/Sort/Bitonic.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/Sort/Bitonic.fs
index 60705e76..6297fe13 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/Sort/Bitonic.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/Sort/Bitonic.fs
@@ -3,11 +3,10 @@ namespace GraphBLAS.FSharp.Tests.Backend.Common.Sort
 open Expecto
 open Expecto.Logging
 open Expecto.Logging.Message
-open GraphBLAS.FSharp.Backend.Common
 open Brahma.FSharp
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Context
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 module Bitonic =
     let logger = Log.create "BitonicSort.Tests"
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Common/Sort/Radix.fs b/tests/GraphBLAS-sharp.Tests/Backend/Common/Sort/Radix.fs
index 2f565f3e..44206379 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Common/Sort/Radix.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Common/Sort/Radix.fs
@@ -1,11 +1,10 @@
 module GraphBLAS.FSharp.Tests.Backend.Common.Sort.Radix
 
 open Expecto
-open GraphBLAS.FSharp.Backend.Common.Sort
-open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Tests
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let config =
     { Utils.defaultConfig with
@@ -17,8 +16,13 @@ let processor = Context.defaultContext.Queue
 
 let context = Context.defaultContext.ClContext
 
-let checkResultByKeys (inputArray: (int * 'a) []) (actualValues: 'a []) =
-    let expectedValues = Seq.sortBy fst inputArray |> Seq.map snd
+let checkResultByKeys (inputArray: (int * 'a) []) (actualKeys: int []) (actualValues: 'a []) =
+    let expected = Seq.sortBy fst inputArray
+    let expectedKeys = expected |> Seq.map fst
+    let expectedValues = expected |> Seq.map snd
+
+    "Keys must be the same"
+    |> Expect.sequenceEqual expectedKeys actualKeys
 
     "Values must be the same"
     |> Expect.sequenceEqual expectedValues actualValues
@@ -32,16 +36,17 @@ let makeTestByKeys<'a when 'a: equality> sortFun (array: (int * 'a) []) =
         let clKeys = keys.ToDevice context
         let clValues = values.ToDevice context
 
-        let clActualValues: ClArray<'a> =
+        let clActualKeys, clActualValues: ClArray<int> * ClArray<'a> =
             sortFun processor HostInterop clKeys clValues
 
+        let actualKeys = clActualKeys.ToHostAndFree processor
         let actualValues = clActualValues.ToHostAndFree processor
 
-        checkResultByKeys array actualValues
+        checkResultByKeys array actualKeys actualValues
 
 let createTestByKeys<'a when 'a: equality and 'a: struct> =
     let sort =
-        Radix.runByKeysStandard context workGroupSize
+        Sort.Radix.runByKeysStandard context workGroupSize
 
     makeTestByKeys<'a> sort
     |> testPropertyWithConfig config $"test on {typeof<'a>}"
@@ -74,7 +79,7 @@ let makeTestKeysOnly sort (keys: uint []) =
 
 let testKeysOnly =
     let sort =
-        Radix.standardRunKeysOnly context workGroupSize
+        Sort.Radix.standardRunKeysOnly context workGroupSize
 
     makeTestKeysOnly sort
     |> testPropertyWithConfig config $"keys only"
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/ByRows.fs b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/ByRows.fs
index 98270784..caa86e58 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/ByRows.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/ByRows.fs
@@ -1,12 +1,12 @@
-module GraphBLAS.FSharp.Tests.Matrix.ByRows
+module GraphBLAS.FSharp.Tests.Backend.Matrix.ByRows
 
 open Expecto
 open GraphBLAS.FSharp.Tests
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend
-open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 open GraphBLAS.FSharp.Objects.ClVectorExtensions
 
 let context = Context.defaultContext.ClContext
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Convert.fs b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Convert.fs
index c27bf511..8e88e216 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Convert.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Convert.fs
@@ -3,14 +3,13 @@ module GraphBLAS.FSharp.Tests.Backend.Matrix.Convert
 open Expecto
 open Expecto.Logging
 open Expecto.Logging.Message
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Context
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Objects
-open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects
 open GraphBLAS.FSharp.Objects.MatrixExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let logger = Log.create "Convert.Tests"
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/ExpandRows.fs b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/ExpandRows.fs
index 413df587..63cd8bee 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/ExpandRows.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/ExpandRows.fs
@@ -1,13 +1,13 @@
 module GraphBLAS.FSharp.Tests.Backend.Matrix.ExpandRows
 
 open Expecto
+open Brahma.FSharp
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let context = Context.defaultContext.ClContext
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Kronecker.fs b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Kronecker.fs
index add171ee..6d0f8d01 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Kronecker.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Kronecker.fs
@@ -2,15 +2,13 @@
 
 open Expecto
 open Expecto.Logging
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Context
 open GraphBLAS.FSharp.Tests.TestCases
-open GraphBLAS.FSharp.Backend
-open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Quotes
 open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Objects.MatrixExtensions
+open GraphBLAS.FSharp.Backend.Quotes
 
 let config =
     { Utils.defaultConfig with
@@ -48,7 +46,7 @@ let makeTest testContext zero isEqual op kroneckerFun (leftMatrix: 'a [,], right
         let m2 = m2.ToDevice context
 
         let result =
-            kroneckerFun processor ClContext.HostInterop m1 m2
+            kroneckerFun processor ClContextExtensions.HostInterop m1 m2
 
         let actual =
             Option.map (fun (m: ClMatrix<'a>) -> m.ToHost processor) result
@@ -65,7 +63,7 @@ let makeTest testContext zero isEqual op kroneckerFun (leftMatrix: 'a [,], right
         |> Expect.equal actual expectedOption
 
 let createGeneralTest testContext (zero: 'a) isEqual op opQ testName =
-    Matrix.kronecker opQ testContext.ClContext workGroupSize
+    Operations.kronecker opQ testContext.ClContext workGroupSize
     |> makeTest testContext zero isEqual op
     |> testPropertyWithConfig config $"test on %A{typeof<'a>} %s{testName}"
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Map.fs b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Map.fs
index 6276019b..e61d65bf 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Map.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Map.fs
@@ -4,15 +4,14 @@ open Expecto
 open Expecto.Logging
 open Expecto.Logging.Message
 open Microsoft.FSharp.Collections
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Backend.Quotes
-open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClContext
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Backend
 open GraphBLAS.FSharp.Tests.TestCases
 open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 open GraphBLAS.FSharp.Objects.MatrixExtensions
 
 let logger = Log.create "Map.Tests"
@@ -98,7 +97,8 @@ let createTestMap case (zero: 'a) (constant: 'a) binOp isEqual opQ =
     let unaryOp = binOp constant
     let unaryOpQ = opQ zero constant
 
-    let map = Matrix.map unaryOpQ context wgSize
+    let map =
+        Operations.Matrix.map unaryOpQ context wgSize
 
     let toCOO = Matrix.toCOO context wgSize
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Map2.fs b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Map2.fs
index 1a8e2dab..9d746f11 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Map2.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Map2.fs
@@ -3,24 +3,23 @@ module GraphBLAS.FSharp.Tests.Backend.Matrix.Map2
 open Expecto
 open Expecto.Logging
 open Expecto.Logging.Message
+open Microsoft.FSharp.Collections
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Backend.Quotes
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.TestCases
-open Microsoft.FSharp.Collections
-open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Objects
-open GraphBLAS.FSharp.Backend.Objects
 open GraphBLAS.FSharp.Tests.Backend
+open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Objects.MatrixExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let logger = Log.create "Map2.Tests"
 
 let config = Utils.defaultConfig
 let wgSize = Utils.defaultWorkGroupSize
 
-let getCorrectnessTestName case datatype =
+let getCorrectTestName case datatype =
     $"Correctness on %s{datatype}, %A{case}"
 
 let checkResult isEqual op zero (baseMtx1: 'a [,]) (baseMtx2: 'a [,]) (actual: Matrix<'a>) =
@@ -95,8 +94,8 @@ let correctnessGenericTest
             | ex when ex.Message = "InvalidBufferSize" -> ()
             | ex -> raise ex
 
-let creatTestMap2Add case (zero: 'a) add isEqual addQ map2 =
-    let getCorrectnessTestName = getCorrectnessTestName case
+let createTestMap2Add case (zero: 'a) add isEqual addQ map2 =
+    let getCorrectnessTestName = getCorrectTestName case
 
     let context = case.TestContext.ClContext
     let q = case.TestContext.Queue
@@ -114,14 +113,14 @@ let testFixturesMap2Add case =
       let q = case.TestContext.Queue
       q.Error.Add(fun e -> failwithf "%A" e)
 
-      creatTestMap2Add case false (||) (=) ArithmeticOperations.boolSumOption Matrix.map2
-      creatTestMap2Add case 0 (+) (=) ArithmeticOperations.intSumOption Matrix.map2
+      createTestMap2Add case false (||) (=) ArithmeticOperations.boolSumOption Operations.Matrix.map2
+      createTestMap2Add case 0 (+) (=) ArithmeticOperations.intSumOption Operations.Matrix.map2
 
       if Utils.isFloat64Available context.ClDevice then
-          creatTestMap2Add case 0.0 (+) Utils.floatIsEqual ArithmeticOperations.floatSumOption Matrix.map2
+          createTestMap2Add case 0.0 (+) Utils.floatIsEqual ArithmeticOperations.floatSumOption Operations.Matrix.map2
 
-      creatTestMap2Add case 0.0f (+) Utils.float32IsEqual ArithmeticOperations.float32SumOption Matrix.map2
-      creatTestMap2Add case 0uy (+) (=) ArithmeticOperations.byteSumOption Matrix.map2 ]
+      createTestMap2Add case 0.0f (+) Utils.float32IsEqual ArithmeticOperations.float32SumOption Operations.Matrix.map2
+      createTestMap2Add case 0uy (+) (=) ArithmeticOperations.byteSumOption Operations.Matrix.map2 ]
 
 let addTests =
     operationGPUTests "Backend.Matrix.map2 add tests" testFixturesMap2Add
@@ -131,21 +130,27 @@ let testFixturesMap2AddAtLeastOne case =
       let q = case.TestContext.Queue
       q.Error.Add(fun e -> failwithf "%A" e)
 
-      creatTestMap2Add case false (||) (=) ArithmeticOperations.boolSumAtLeastOne Matrix.map2AtLeastOne
-      creatTestMap2Add case 0 (+) (=) ArithmeticOperations.intSumAtLeastOne Matrix.map2AtLeastOne
+      createTestMap2Add case false (||) (=) ArithmeticOperations.boolSumAtLeastOne Operations.Matrix.map2AtLeastOne
+      createTestMap2Add case 0 (+) (=) ArithmeticOperations.intSumAtLeastOne Operations.Matrix.map2AtLeastOne
 
       if Utils.isFloat64Available context.ClDevice then
-          creatTestMap2Add case 0.0 (+) Utils.floatIsEqual ArithmeticOperations.floatSumAtLeastOne Matrix.map2AtLeastOne
-
-      creatTestMap2Add
+          createTestMap2Add
+              case
+              0.0
+              (+)
+              Utils.floatIsEqual
+              ArithmeticOperations.floatSumAtLeastOne
+              Operations.Matrix.map2AtLeastOne
+
+      createTestMap2Add
           case
           0.0f
           (+)
           Utils.float32IsEqual
           ArithmeticOperations.float32SumAtLeastOne
-          Matrix.map2AtLeastOne
+          Operations.Matrix.map2AtLeastOne
 
-      creatTestMap2Add case 0uy (+) (=) ArithmeticOperations.byteSumAtLeastOne Matrix.map2AtLeastOne ]
+      createTestMap2Add case 0uy (+) (=) ArithmeticOperations.byteSumAtLeastOne Operations.Matrix.map2AtLeastOne ]
 
 
 let addAtLeastOneTests =
@@ -156,21 +161,27 @@ let testFixturesMap2MulAtLeastOne case =
       let q = case.TestContext.Queue
       q.Error.Add(fun e -> failwithf "%A" e)
 
-      creatTestMap2Add case false (&&) (=) ArithmeticOperations.boolMulAtLeastOne Matrix.map2AtLeastOne
-      creatTestMap2Add case 0 (*) (=) ArithmeticOperations.intMulAtLeastOne Matrix.map2AtLeastOne
+      createTestMap2Add case false (&&) (=) ArithmeticOperations.boolMulAtLeastOne Operations.Matrix.map2AtLeastOne
+      createTestMap2Add case 0 (*) (=) ArithmeticOperations.intMulAtLeastOne Operations.Matrix.map2AtLeastOne
 
       if Utils.isFloat64Available context.ClDevice then
-          creatTestMap2Add case 0.0 (*) Utils.floatIsEqual ArithmeticOperations.floatMulAtLeastOne Matrix.map2AtLeastOne
-
-      creatTestMap2Add
+          createTestMap2Add
+              case
+              0.0
+              (*)
+              Utils.floatIsEqual
+              ArithmeticOperations.floatMulAtLeastOne
+              Operations.Matrix.map2AtLeastOne
+
+      createTestMap2Add
           case
           0.0f
           (*)
           Utils.float32IsEqual
           ArithmeticOperations.float32MulAtLeastOne
-          Matrix.map2AtLeastOne
+          Operations.Matrix.map2AtLeastOne
 
-      creatTestMap2Add case 0uy (*) (=) ArithmeticOperations.byteMulAtLeastOne Matrix.map2AtLeastOne ]
+      createTestMap2Add case 0uy (*) (=) ArithmeticOperations.byteMulAtLeastOne Operations.Matrix.map2AtLeastOne ]
 
 let mulAtLeastOneTests =
     operationGPUTests "Backend.Matrix.map2AtLeastOne multiplication tests" testFixturesMap2MulAtLeastOne
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Merge.fs b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Merge.fs
index fef357de..554fbff2 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Merge.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Merge.fs
@@ -1,14 +1,13 @@
-module GraphBLAS.FSharp.Tests.Matrix.Merge
+module GraphBLAS.FSharp.Tests.Backend.Matrix.Merge
 
 open Brahma.FSharp
 open Expecto
 open Microsoft.FSharp.Collections
 open GraphBLAS.FSharp.Backend
-open GraphBLAS.FSharp.Backend.Matrix
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Backend
 open GraphBLAS.FSharp.Objects
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let context = Context.defaultContext.ClContext
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/RowsLengths.fs b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/RowsLengths.fs
index 6aab0988..f690ca3e 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/RowsLengths.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/RowsLengths.fs
@@ -2,14 +2,14 @@ module GraphBLAS.FSharp.Tests.Backend.Matrix.RowsLengths
 
 open Expecto
 open Microsoft.FSharp.Collections
+open Brahma.FSharp
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Backend.Matrix
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Backend
 open GraphBLAS.FSharp.Objects
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let processor = Context.defaultContext.Queue
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/SpGeMM/Expand.fs b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/SpGeMM/Expand.fs
index 67eac9d3..46b1d204 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/SpGeMM/Expand.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/SpGeMM/Expand.fs
@@ -1,20 +1,18 @@
-module GraphBLAS.FSharp.Tests.Matrix.SpGeMM.Expand
+module GraphBLAS.FSharp.Tests.Backend.Matrix.SpGeMM.Expand
 
 open Expecto
-open GraphBLAS.FSharp.Backend.Matrix.SpGeMM
+open Microsoft.FSharp.Collections
+open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend.Quotes
+open GraphBLAS.FSharp.Backend.Operations.SpGeMM
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.MatrixExtensions
 open GraphBLAS.FSharp.Test
-open Microsoft.FSharp.Collections
-open GraphBLAS.FSharp.Backend
-open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Backend
-open GraphBLAS.FSharp.Objects
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
-open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Objects.MatrixExtensions
 
 let context = Context.defaultContext.ClContext
 
@@ -215,7 +213,7 @@ let createGeneralTest (zero: 'a) isEqual (opAddQ, opAdd) (opMulQ, opMul) testFun
     |> testPropertyWithConfig config $"test on %A{typeof<'a>}"
 
 let generalTests =
-    [ createGeneralTest 0 (=) ArithmeticOperations.intAdd ArithmeticOperations.intMul Matrix.SpGeMM.expand
+    [ createGeneralTest 0 (=) ArithmeticOperations.intAdd ArithmeticOperations.intMul Operations.SpGeMM.expand
 
       if Utils.isFloat64Available context.ClDevice then
           createGeneralTest
@@ -223,13 +221,16 @@ let generalTests =
               Utils.floatIsEqual
               ArithmeticOperations.floatAdd
               ArithmeticOperations.floatMul
-              Matrix.SpGeMM.expand
+              Operations.SpGeMM.expand
 
       createGeneralTest
           0.0f
           Utils.float32IsEqual
           ArithmeticOperations.float32Add
           ArithmeticOperations.float32Mul
-          Matrix.SpGeMM.expand
-      createGeneralTest false (=) ArithmeticOperations.boolAdd ArithmeticOperations.boolMul Matrix.SpGeMM.expand ]
-    |> testList "general"
+          Operations.SpGeMM.expand
+      createGeneralTest false (=) ArithmeticOperations.boolAdd ArithmeticOperations.boolMul Operations.SpGeMM.expand ]
+    |> testList "General"
+
+let tests =
+    testList "SpGeMM.Expand" [ generalTests ]
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/SpGeMM/Masked.fs b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/SpGeMM/Masked.fs
index 7304b96e..18cc44c4 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/SpGeMM/Masked.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/SpGeMM/Masked.fs
@@ -2,14 +2,12 @@ module GraphBLAS.FSharp.Tests.Backend.Matrix.SpGeMM.Masked
 
 open Expecto
 open Expecto.Logging
-open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Tests.Context
-open GraphBLAS.FSharp.Backend
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Objects
-open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects
 open GraphBLAS.FSharp.Objects.MatrixExtensions
 open GraphBLAS.FSharp.Test
+open GraphBLAS.FSharp.Tests
+open GraphBLAS.FSharp.Tests.Context
 
 let logger = Log.create "SpGeMM.Masked.Tests"
 
@@ -79,7 +77,7 @@ let tests =
       let mult = <@ fun x y -> Some(x * y) @>
 
       let mxmFun =
-          Matrix.SpGeMM.masked add mult context workGroupSize
+          Operations.SpGeMM.masked add mult context workGroupSize
 
       makeTest context q 0 (=) (+) (*) mxmFun
       |> testPropertyWithConfig config (getCorrectnessTestName "int")
@@ -105,7 +103,7 @@ let tests =
               res @>
 
       let mxmFun =
-          Matrix.SpGeMM.masked logicalOr logicalAnd context workGroupSize
+          Operations.SpGeMM.masked logicalOr logicalAnd context workGroupSize
 
       makeTest context q false (=) (||) (&&) mxmFun
       |> testPropertyWithConfig config (getCorrectnessTestName "bool") ]
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/SubRows.fs b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/SubRows.fs
index e48a20e0..9a9ae54c 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/SubRows.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/SubRows.fs
@@ -4,10 +4,9 @@ open Expecto
 open GraphBLAS.FSharp.Test
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Backend
-open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects.ClContext
-open GraphBLAS.FSharp.Backend.Objects
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 open GraphBLAS.FSharp.Objects.MatrixExtensions
 open GraphBLAS.FSharp.Objects.Matrix
 
@@ -26,13 +25,6 @@ let makeTest isEqual zero testFun (array: 'a [,], sourceRow, count) =
 
     if matrix.NNZ > 0 then
 
-        let clMatrix = matrix.ToDevice context
-
-        let clActual: ClMatrix.COO<'a> =
-            testFun processor HostInterop sourceRow count clMatrix
-
-        let actual = clActual.ToHostAndFree processor
-
         let expected =
             array
             |> Array2D.mapi (fun rowIndex columnIndex value -> (value, rowIndex, columnIndex))
@@ -48,7 +40,15 @@ let makeTest isEqual zero testFun (array: 'a [,], sourceRow, count) =
                   Columns = columns
                   Values = values }
 
-        Utils.compareCOOMatrix isEqual actual expected
+        if expected.NNZ > 0 then
+            let clMatrix = matrix.ToDevice context
+
+            let clActual: ClMatrix.COO<'a> =
+                testFun processor HostInterop sourceRow count clMatrix
+
+            let actual = clActual.ToHostAndFree processor
+
+            Utils.compareCOOMatrix isEqual actual expected
 
 let createTest isEqual (zero: 'a) =
     CSR.Matrix.subRows context Utils.defaultWorkGroupSize
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Transpose.fs b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Transpose.fs
index 01e78bf7..e7308335 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Transpose.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Matrix/Transpose.fs
@@ -3,14 +3,12 @@ module GraphBLAS.FSharp.Tests.Backend.Matrix.Transpose
 open Expecto
 open Expecto.Logging
 open Expecto.Logging.Message
-open GraphBLAS.FSharp.Backend
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.TestCases
-open GraphBLAS.FSharp.Backend.Matrix
-open GraphBLAS.FSharp.Backend.Objects
 open GraphBLAS.FSharp.Objects.MatrixExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let logger = Log.create "Transpose.Tests"
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/QuickGraph/Algorithms/SSSP.fs b/tests/GraphBLAS-sharp.Tests/Backend/QuickGraph/Algorithms/SSSP.fs
new file mode 100644
index 00000000..ba4f3328
--- /dev/null
+++ b/tests/GraphBLAS-sharp.Tests/Backend/QuickGraph/Algorithms/SSSP.fs
@@ -0,0 +1,37 @@
+namespace GraphBLAS.FSharp.Tests.Backend.QuickGraph.Algorithms
+
+open QuikGraph
+open QuikGraph.Algorithms.ShortestPath
+open QuikGraph.Algorithms.Observers
+
+module SSSP =
+    let runUndirected (matrix: int [,]) (graph: AdjacencyGraph<int, Edge<int>>) source =
+        let weight =
+            fun (e: Edge<int>) -> float matrix.[e.Source, e.Target]
+
+        let dijkstra =
+            DijkstraShortestPathAlgorithm<int, Edge<int>>(graph, weight)
+
+        // Attach a distance observer to give us the shortest path distances
+        let distObserver =
+            VertexDistanceRecorderObserver<int, Edge<int>>(weight)
+
+        distObserver.Attach(dijkstra) |> ignore
+
+        // Attach a Vertex Predecessor Recorder Observer to give us the paths
+        let predecessorObserver =
+            VertexPredecessorRecorderObserver<int, Edge<int>>()
+
+        predecessorObserver.Attach(dijkstra) |> ignore
+
+        // Run the algorithm with A set to be the source
+        dijkstra.Compute(source)
+
+        let res: array<float option> =
+            Array.zeroCreate (Array2D.length1 matrix)
+
+        for kvp in distObserver.Distances do
+            res.[kvp.Key] <- Some kvp.Value
+
+        res.[source] <- Some 0.0
+        res
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Vector/AssignByMask.fs b/tests/GraphBLAS-sharp.Tests/Backend/Vector/AssignByMask.fs
index 50dab7c2..3c0fb675 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Vector/AssignByMask.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Vector/AssignByMask.fs
@@ -2,16 +2,15 @@ module GraphBLAS.FSharp.Tests.Backend.Vector.AssignByMask
 
 open Expecto
 open Expecto.Logging
+open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Backend.Quotes
 open GraphBLAS.FSharp.Tests
-open Brahma.FSharp
 open TestCases
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Vector
 open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Objects.ClVectorExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let logger = Log.create "Vector.assignByMask.Tests"
 
@@ -52,7 +51,7 @@ let checkResult isZero isComplemented (actual: Vector<'a>) (vector: 'a []) (mask
 let makeTest<'a when 'a: struct and 'a: equality>
     (isZero: 'a -> bool)
     (toDense: MailboxProcessor<_> -> AllocationFlag -> ClVector<'a> -> ClVector<'a>)
-    (fillVector: MailboxProcessor<Msg> -> AllocationFlag -> ClVector<'a> -> ClVector<'a> -> ClCell<'a> -> ClVector<'a>)
+    (fillVector: MailboxProcessor<Msg> -> AllocationFlag -> ClVector<'a> -> ClVector<'a> -> 'a -> ClVector<'a>)
     isComplemented
     case
     (vector: 'a [], mask: 'a [], value: 'a)
@@ -73,10 +72,9 @@ let makeTest<'a when 'a: struct and 'a: equality>
         let clMaskVector = maskVector.ToDevice context
 
         try
-            let clValue = context.CreateClCell<'a> value
 
             let clActual =
-                fillVector q HostInterop clLeftVector clMaskVector clValue
+                fillVector q HostInterop clLeftVector clMaskVector value
 
             let cooClActual = toDense q HostInterop clActual
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Vector/Convert.fs b/tests/GraphBLAS-sharp.Tests/Backend/Vector/Convert.fs
index 2f586b03..d184bc47 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Vector/Convert.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Vector/Convert.fs
@@ -3,14 +3,13 @@ module GraphBLAS.FSharp.Tests.Backend.Vector.Convert
 open Expecto
 open Expecto.Logging
 open Expecto.Logging.Message
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend
 open TestCases
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Vector
+open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Objects.ClVectorExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let logger =
     Log.create "Backend.Vector.Convert.Tests"
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Vector/Copy.fs b/tests/GraphBLAS-sharp.Tests/Backend/Vector/Copy.fs
index f5d28ca3..a83a1f3f 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Vector/Copy.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Vector/Copy.fs
@@ -2,14 +2,13 @@ module GraphBLAS.FSharp.Tests.Backend.Vector.Copy
 
 open Expecto
 open Expecto.Logging
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Tests
 open TestCases
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Vector
 open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Objects.ClVectorExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let logger = Log.create "Vector.copy.Tests"
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Vector/Map.fs b/tests/GraphBLAS-sharp.Tests/Backend/Vector/Map.fs
new file mode 100644
index 00000000..c3cfeab7
--- /dev/null
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Vector/Map.fs
@@ -0,0 +1,146 @@
+module GraphBLAS.FSharp.Tests.Backend.Vector.Map
+
+open Expecto
+open Expecto.Logging
+open Expecto.Logging.Message
+open Microsoft.FSharp.Collections
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Backend
+open GraphBLAS.FSharp.Backend.Quotes
+open GraphBLAS.FSharp.Tests
+open GraphBLAS.FSharp.Tests.Backend
+open GraphBLAS.FSharp.Tests.TestCases
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ClVectorExtensions
+open Mono.CompilerServices.SymbolWriter
+
+let logger = Log.create "Vector.Map.Tests"
+
+let config = Utils.defaultConfig
+let wgSize = Utils.defaultWorkGroupSize
+
+let getCorrectnessTestName case datatype =
+    $"Correctness on %s{datatype}, %A{case}"
+
+let checkResult isEqual op zero (baseVector: 'a []) (actual: Vector<'b>) =
+
+    let expectedArrayLength = baseVector.Length
+
+    let expectedArray = Array.create expectedArrayLength zero
+
+    for i in 0 .. expectedArrayLength - 1 do
+        expectedArray.[i] <- op baseVector.[i]
+
+    let expected =
+        Utils.createVectorFromArray Dense expectedArray (isEqual zero)
+        |> Utils.vectorToDenseVector
+
+    match actual with
+    | Vector.Dense actual ->
+        "arrays must have the same values"
+        |> Expect.equal actual expected
+    | _ -> failwith "Vector format must be Sparse."
+
+let correctnessGenericTest
+    zero
+    op
+    (addFun: MailboxProcessor<_> -> AllocationFlag -> ClVector<'a> -> ClVector<'a>)
+    (toDense: MailboxProcessor<_> -> AllocationFlag -> ClVector<'a> -> ClVector<'a>)
+    (isEqual: 'a -> 'a -> bool)
+    (case: OperationCase<VectorFormat>)
+    (array: 'a [])
+    =
+
+    let isZero = (isEqual zero)
+
+    let vectorHost =
+        Utils.createVectorFromArray case.Format array isZero
+
+    if vectorHost.NNZ > 0 then
+
+        let context = case.TestContext.ClContext
+        let q = case.TestContext.Queue
+
+        let vector = vectorHost.ToDevice context
+
+        try
+            let res = addFun q HostInterop vector
+
+            vector.Dispose q
+
+            let denseActual = toDense q HostInterop res
+
+            let actual = denseActual.ToHost q
+
+            res.Dispose q
+            denseActual.Dispose q
+
+            checkResult isEqual op zero array actual
+        with
+        | ex when ex.Message = "InvalidBufferSize" -> ()
+        | ex -> raise ex
+
+let createTestMap case (zero: 'a) (constant: 'a) binOp isEqual opQ =
+    let getCorrectnessTestName = getCorrectnessTestName case
+
+    let context = case.TestContext.ClContext
+    let q = case.TestContext.Queue
+
+    let unaryOp = binOp constant
+    let unaryOpQ = opQ zero constant
+
+    let map =
+        Operations.Vector.map unaryOpQ context wgSize
+
+    let toDense = Vector.toDense context wgSize
+
+    case
+    |> correctnessGenericTest zero unaryOp map toDense isEqual
+    |> testPropertyWithConfig config (getCorrectnessTestName $"{typeof<'a>}")
+
+let testFixturesMapNot case =
+    [ let q = case.TestContext.Queue
+      q.Error.Add(fun e -> failwithf "%A" e)
+
+      createTestMap case false true (fun _ -> not) (=) (fun _ _ -> ArithmeticOperations.notOption) ]
+
+let notTests =
+    operationGPUTests "not" testFixturesMapNot
+
+let testFixturesMapAdd case =
+    [ let context = case.TestContext.ClContext
+      let q = case.TestContext.Queue
+      q.Error.Add(fun e -> failwithf "%A" e)
+
+      createTestMap case 0 10 (+) (=) ArithmeticOperations.addLeftConst
+
+      if Utils.isFloat64Available context.ClDevice then
+          createTestMap case 0.0 10.0 (+) Utils.floatIsEqual ArithmeticOperations.addLeftConst
+
+      createTestMap case 0.0f 10.0f (+) Utils.float32IsEqual ArithmeticOperations.addLeftConst
+
+      createTestMap case 0uy 10uy (+) (=) ArithmeticOperations.addLeftConst ]
+
+let addTests =
+    operationGPUTests "add" testFixturesMapAdd
+
+let testFixturesMapMul case =
+    [ let context = case.TestContext.ClContext
+      let q = case.TestContext.Queue
+      q.Error.Add(fun e -> failwithf "%A" e)
+
+      createTestMap case 0 10 (*) (=) ArithmeticOperations.mulLeftConst
+
+      if Utils.isFloat64Available context.ClDevice then
+          createTestMap case 0.0 10.0 (*) Utils.floatIsEqual ArithmeticOperations.mulLeftConst
+
+      createTestMap case 0.0f 10.0f (*) Utils.float32IsEqual ArithmeticOperations.mulLeftConst
+
+      createTestMap case 0uy 10uy (*) (=) ArithmeticOperations.mulLeftConst ]
+
+let mulTests =
+    operationGPUTests "mul" testFixturesMapMul
+
+let allTests =
+    testList "Map" [ addTests; mulTests; notTests ]
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Vector/Map2.fs b/tests/GraphBLAS-sharp.Tests/Backend/Vector/Map2.fs
index e5eadaa4..771798c7 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Vector/Map2.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Vector/Map2.fs
@@ -2,15 +2,14 @@ module GraphBLAS.FSharp.Tests.Backend.Vector.Map2
 
 open Expecto
 open Expecto.Logging
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Backend.Quotes
 open GraphBLAS.FSharp.Tests.TestCases
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Vector
 open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Objects.ClVectorExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let logger = Log.create "Vector.ElementWise.Tests"
 
@@ -45,7 +44,7 @@ let correctnessGenericTest
     isEqual
     zero
     op
-    (addFun: MailboxProcessor<_> -> AllocationFlag -> ClVector<'a> -> ClVector<'a> -> ClVector<'a>)
+    (addFun: MailboxProcessor<_> -> AllocationFlag -> ClVector<'a> -> ClVector<'a> -> ClVector<'a> option)
     (toDense: MailboxProcessor<_> -> AllocationFlag -> ClVector<'a> -> ClVector<'a>)
     case
     (leftArray: 'a [], rightArray: 'a [])
@@ -72,17 +71,20 @@ let correctnessGenericTest
             let res =
                 addFun q HostInterop firstVector secondVector
 
-            firstVector.Dispose q
-            secondVector.Dispose q
+            match res with
+            | Some res ->
+                let denseActual = toDense q HostInterop res
 
-            let denseActual = toDense q HostInterop res
+                let actual = denseActual.ToHost q
 
-            let actual = denseActual.ToHost q
+                res.Dispose q
+                denseActual.Dispose q
 
-            res.Dispose q
-            denseActual.Dispose q
+                checkResult isEqual zero op actual leftArray rightArray
+            | _ -> ()
 
-            checkResult isEqual zero op actual leftArray rightArray
+            firstVector.Dispose q
+            secondVector.Dispose q
         with
         | ex when ex.Message = "InvalidBufferSize" -> ()
         | ex -> raise ex
@@ -101,42 +103,54 @@ let createTest case isEqual (zero: 'a) plus plusQ map2 =
 let addTestFixtures case =
     let context = case.TestContext.ClContext
 
-    [ createTest case (=) 0 (+) ArithmeticOperations.intSumOption Vector.map2
+    [ createTest case (=) 0 (+) ArithmeticOperations.intSumOption Operations.Vector.map2
 
       if Utils.isFloat64Available context.ClDevice then
-          createTest case Utils.floatIsEqual 0.0 (+) ArithmeticOperations.floatSumOption Vector.map2
+          createTest case Utils.floatIsEqual 0.0 (+) ArithmeticOperations.floatSumOption Operations.Vector.map2
 
-      createTest case Utils.float32IsEqual 0.0f (+) ArithmeticOperations.float32SumOption Vector.map2
-      createTest case (=) false (||) ArithmeticOperations.boolSumOption Vector.map2
-      createTest case (=) 0uy (+) ArithmeticOperations.byteSumOption Vector.map2 ]
+      createTest case Utils.float32IsEqual 0.0f (+) ArithmeticOperations.float32SumOption Operations.Vector.map2
+      createTest case (=) false (||) ArithmeticOperations.boolSumOption Operations.Vector.map2
+      createTest case (=) 0uy (+) ArithmeticOperations.byteSumOption Operations.Vector.map2 ]
 
 let addTests = operationGPUTests "add" addTestFixtures
 
 let mulTestFixtures case =
     let context = case.TestContext.ClContext
 
-    [ createTest case (=) 0 (*) ArithmeticOperations.intMulOption Vector.map2
+    [ createTest case (=) 0 (*) ArithmeticOperations.intMulOption Operations.Vector.map2
 
       if Utils.isFloat64Available context.ClDevice then
-          createTest case Utils.floatIsEqual 0.0 (*) ArithmeticOperations.floatMulOption Vector.map2
+          createTest case Utils.floatIsEqual 0.0 (*) ArithmeticOperations.floatMulOption Operations.Vector.map2
 
-      createTest case Utils.float32IsEqual 0.0f (*) ArithmeticOperations.float32MulOption Vector.map2
-      createTest case (=) false (&&) ArithmeticOperations.boolMulOption Vector.map2
-      createTest case (=) 0uy (*) ArithmeticOperations.byteMulOption Vector.map2 ]
+      createTest case Utils.float32IsEqual 0.0f (*) ArithmeticOperations.float32MulOption Operations.Vector.map2
+      createTest case (=) false (&&) ArithmeticOperations.boolMulOption Operations.Vector.map2
+      createTest case (=) 0uy (*) ArithmeticOperations.byteMulOption Operations.Vector.map2 ]
 
 let mulTests = operationGPUTests "mul" addTestFixtures
 
 let addAtLeastOneTestFixtures case =
     let context = case.TestContext.ClContext
 
-    [ createTest case (=) 0 (+) ArithmeticOperations.intSumAtLeastOne Vector.map2AtLeastOne
+    [ createTest case (=) 0 (+) ArithmeticOperations.intSumAtLeastOne Operations.Vector.map2AtLeastOne
 
       if Utils.isFloat64Available context.ClDevice then
-          createTest case Utils.floatIsEqual 0.0 (+) ArithmeticOperations.floatSumAtLeastOne Vector.map2AtLeastOne
+          createTest
+              case
+              Utils.floatIsEqual
+              0.0
+              (+)
+              ArithmeticOperations.floatSumAtLeastOne
+              Operations.Vector.map2AtLeastOne
 
-      createTest case Utils.float32IsEqual 0.0f (+) ArithmeticOperations.float32SumAtLeastOne Vector.map2AtLeastOne
-      createTest case (=) false (||) ArithmeticOperations.boolSumAtLeastOne Vector.map2AtLeastOne
-      createTest case (=) 0uy (+) ArithmeticOperations.byteSumAtLeastOne Vector.map2AtLeastOne ]
+      createTest
+          case
+          Utils.float32IsEqual
+          0.0f
+          (+)
+          ArithmeticOperations.float32SumAtLeastOne
+          Operations.Vector.map2AtLeastOne
+      createTest case (=) false (||) ArithmeticOperations.boolSumAtLeastOne Operations.Vector.map2AtLeastOne
+      createTest case (=) 0uy (+) ArithmeticOperations.byteSumAtLeastOne Operations.Vector.map2AtLeastOne ]
 
 let addAtLeastOneTests =
     operationGPUTests "addAtLeastOne" addTestFixtures
@@ -144,14 +158,26 @@ let addAtLeastOneTests =
 let mulAtLeastOneTestFixtures case =
     let context = case.TestContext.ClContext
 
-    [ createTest case (=) 0 (*) ArithmeticOperations.intMulAtLeastOne Vector.map2AtLeastOne
+    [ createTest case (=) 0 (*) ArithmeticOperations.intMulAtLeastOne Operations.Vector.map2AtLeastOne
 
       if Utils.isFloat64Available context.ClDevice then
-          createTest case Utils.floatIsEqual 0.0 (*) ArithmeticOperations.floatMulAtLeastOne Vector.map2AtLeastOne
+          createTest
+              case
+              Utils.floatIsEqual
+              0.0
+              (*)
+              ArithmeticOperations.floatMulAtLeastOne
+              Operations.Vector.map2AtLeastOne
 
-      createTest case Utils.float32IsEqual 0.0f (*) ArithmeticOperations.float32MulAtLeastOne Vector.map2AtLeastOne
-      createTest case (=) false (&&) ArithmeticOperations.boolMulAtLeastOne Vector.map2AtLeastOne
-      createTest case (=) 0uy (*) ArithmeticOperations.byteMulAtLeastOne Vector.map2AtLeastOne ]
+      createTest
+          case
+          Utils.float32IsEqual
+          0.0f
+          (*)
+          ArithmeticOperations.float32MulAtLeastOne
+          Operations.Vector.map2AtLeastOne
+      createTest case (=) false (&&) ArithmeticOperations.boolMulAtLeastOne Operations.Vector.map2AtLeastOne
+      createTest case (=) 0uy (*) ArithmeticOperations.byteMulAtLeastOne Operations.Vector.map2AtLeastOne ]
 
 let mulAtLeastOneTests =
     operationGPUTests "mulAtLeastOne" mulTestFixtures
@@ -172,7 +198,7 @@ let fillSubVectorFun value zero isEqual =
 let complementedGeneralTestFixtures case =
     let context = case.TestContext.ClContext
 
-    [ createTest case (=) 0 (fillSubVectorFun 1 0 (=)) (fillSubVectorComplementedQ 1) Vector.map2
+    [ createTest case (=) 0 (fillSubVectorFun 1 0 (=)) (fillSubVectorComplementedQ 1) Operations.Vector.map2
 
       if Utils.isFloat64Available context.ClDevice then
           createTest
@@ -181,7 +207,7 @@ let complementedGeneralTestFixtures case =
               0.0
               (fillSubVectorFun 1.0 0.0 Utils.floatIsEqual)
               (fillSubVectorComplementedQ 1.0)
-              Vector.map2
+              Operations.Vector.map2
 
       createTest
           case
@@ -189,11 +215,17 @@ let complementedGeneralTestFixtures case =
           0.0f
           (fillSubVectorFun 1.0f 0.0f Utils.float32IsEqual)
           (fillSubVectorComplementedQ 1.0f)
-          Vector.map2
+          Operations.Vector.map2
 
-      createTest case (=) false (fillSubVectorFun true false (=)) (fillSubVectorComplementedQ true) Vector.map2
+      createTest
+          case
+          (=)
+          false
+          (fillSubVectorFun true false (=))
+          (fillSubVectorComplementedQ true)
+          Operations.Vector.map2
 
-      createTest case (=) 0uy (fillSubVectorFun 1uy 0uy (=)) (fillSubVectorComplementedQ 1uy) Vector.map2 ]
+      createTest case (=) 0uy (fillSubVectorFun 1uy 0uy (=)) (fillSubVectorComplementedQ 1uy) Operations.Vector.map2 ]
 
 
 let complementedGeneralTests =
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Vector/Merge.fs b/tests/GraphBLAS-sharp.Tests/Backend/Vector/Merge.fs
index af693c80..ae363e78 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Vector/Merge.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Vector/Merge.fs
@@ -1,13 +1,12 @@
-module GraphBLAS.FSharp.Tests.Vector.Merge
+module GraphBLAS.FSharp.Tests.Backend.Vector.Merge
 
-open GraphBLAS.FSharp.Backend.Vector
-open GraphBLAS.FSharp.Backend.Common
-open GraphBLAS.FSharp.Objects
-open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
 open Brahma.FSharp
 open Expecto
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend
+open GraphBLAS.FSharp.Tests
+open GraphBLAS.FSharp.Objects
+open GraphBLAS.FSharp.Objects.ArraysExtensions
 
 let processor = Context.defaultContext.Queue
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Vector/OfList.fs b/tests/GraphBLAS-sharp.Tests/Backend/Vector/OfList.fs
index 6bc5a392..9623073f 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Vector/OfList.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Vector/OfList.fs
@@ -2,15 +2,14 @@ module GraphBLAS.FSharp.Tests.Backend.Vector.OfList
 
 open Expecto
 open Expecto.Logging
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
-open GraphBLAS.FSharp.Backend
 open Context
 open TestCases
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Vector
+open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Objects.ClVectorExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let logger = Log.create "Vector.ofList.Tests"
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Vector/Reduce.fs b/tests/GraphBLAS-sharp.Tests/Backend/Vector/Reduce.fs
index 42f29688..7775d541 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Vector/Reduce.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Vector/Reduce.fs
@@ -2,13 +2,12 @@ module GraphBLAS.FSharp.Tests.Backend.Vector.Reduce
 
 open Expecto
 open Expecto.Logging
+open Brahma.FSharp
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Tests
-open Brahma.FSharp
-open FSharp.Quotations
 open TestCases
-open GraphBLAS.FSharp.Backend.Objects.ClCell
-open GraphBLAS.FSharp.Backend.Vector
+open GraphBLAS.FSharp.Objects.ClCellExtensions
 
 let logger = Log.create "Vector.reduce.Tests"
 
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Vector/SpMSpV.fs b/tests/GraphBLAS-sharp.Tests/Backend/Vector/SpMSpV.fs
new file mode 100644
index 00000000..c554b25e
--- /dev/null
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Vector/SpMSpV.fs
@@ -0,0 +1,165 @@
+module GraphBLAS.FSharp.Tests.Backend.Vector.SpMSpV
+
+open GraphBLAS.FSharp
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open Expecto
+open GraphBLAS.FSharp.Backend.Quotes
+open GraphBLAS.FSharp.Tests
+open GraphBLAS.FSharp.Tests.Context
+open GraphBLAS.FSharp.Tests.TestCases
+open Microsoft.FSharp.Collections
+open Microsoft.FSharp.Core
+open GraphBLAS.FSharp.Objects
+
+let config = Utils.defaultConfig
+
+let wgSize = Utils.defaultWorkGroupSize
+
+let checkResult
+    sumOp
+    mulOp
+    (zero: 'a)
+    (baseMtx: 'a [,])
+    (baseVtr: 'a [])
+    (actualIndices: int [])
+    (actualValues: 'a [])
+    =
+    let rows = Array2D.length1 baseMtx
+    let columns = Array2D.length2 baseMtx
+
+    let expectedV = Array.create columns zero
+    let mutable expectedIndices = List.Empty
+    let mutable expectedValues = List.Empty
+
+    for c in 0 .. columns - 1 do
+        let mutable sum = zero
+
+        for r in 0 .. rows - 1 do
+            sum <- sumOp sum (mulOp baseMtx.[r, c] baseVtr.[r])
+
+        expectedV.[c] <- sum
+
+    for i in 0 .. columns - 1 do
+        if expectedV.[i] <> zero then
+            expectedIndices <- List.append expectedIndices [ i ]
+            expectedValues <- List.append expectedValues [ expectedV.[i] ]
+
+    Expect.sequenceEqual
+        actualIndices
+        expectedIndices
+        $"Values should be the same. Actual is {actualIndices}, expected {expectedIndices}."
+
+    Expect.sequenceEqual
+        actualValues
+        expectedValues
+        $"Values should be the same. Actual is {actualValues}, expected {expectedValues}."
+
+let correctnessGenericTest
+    (zero: 'a)
+    some
+    sumOp
+    mulOp
+    (spMV: MailboxProcessor<_> -> ClMatrix<'a> -> ClVector<'a> -> ClVector<'a> option)
+    (isEqual: 'a -> 'a -> bool)
+    q
+    (testContext: TestContext)
+    (vector: 'a [], matrix: 'a [,], _: bool [])
+    =
+
+    if (Array2D.length1 matrix > 0 && vector.Length > 0) then
+        //Ensure that result is not empty
+        vector.[0] <- some
+        matrix.[0, 0] <- some
+
+        let mtx =
+            Utils.createMatrixFromArray2D CSR matrix (isEqual zero)
+
+        let vtr =
+            Utils.createVectorFromArray Sparse vector (isEqual zero)
+
+        if mtx.NNZ > 0 && vtr.Size > 0 then
+            try
+                let m = mtx.ToDevice testContext.ClContext
+
+                let v = vtr.ToDevice testContext.ClContext
+
+                match spMV testContext.Queue m v with
+                | Some (ClVector.Sparse res) ->
+                    m.Dispose q
+                    v.Dispose q
+                    let hostResIndices = res.Indices.ToHost q
+                    let hostResValues = res.Values.ToHost q
+                    res.Dispose q
+
+                    checkResult sumOp mulOp zero matrix vector hostResIndices hostResValues
+                | _ -> failwith "Result should not be empty while standard operations are tested"
+            with
+            | ex when ex.Message = "InvalidBufferSize" -> ()
+            | ex -> raise ex
+
+let createTest spmspv testContext (zero: 'a) some isEqual add mul addQ mulQ =
+    let context = testContext.ClContext
+    let q = testContext.Queue
+
+    let getCorrectnessTestName datatype =
+        $"Correctness on %s{datatype}, %A{testContext.ClContext}"
+
+    let spMSpV = spmspv addQ mulQ context wgSize
+
+    testContext
+    |> correctnessGenericTest zero some add mul spMSpV isEqual q
+    |> testPropertyWithConfig config (getCorrectnessTestName $"{typeof<'a>}")
+
+
+let testFixturesSpMSpV (testContext: TestContext) =
+    [ let context = testContext.ClContext
+      let q = testContext.Queue
+      q.Error.Add(fun e -> failwithf "%A" e)
+
+      createTest
+          Operations.SpMSpVBool
+          testContext
+          false
+          true
+          (=)
+          (||)
+          (&&)
+          ArithmeticOperations.boolSumOption
+          ArithmeticOperations.boolMulOption
+
+      createTest
+          Operations.SpMSpV
+          testContext
+          0
+          1
+          (=)
+          (+)
+          (*)
+          ArithmeticOperations.intSumOption
+          ArithmeticOperations.intMulOption
+
+      createTest
+          Operations.SpMSpV
+          testContext
+          0.0f
+          1f
+          (=)
+          (+)
+          (*)
+          ArithmeticOperations.float32SumOption
+          ArithmeticOperations.float32MulOption
+
+      if Utils.isFloat64Available context.ClDevice then
+          createTest
+              Operations.SpMSpV
+              testContext
+              0.0
+              1
+              (=)
+              (+)
+              (*)
+              ArithmeticOperations.floatSumOption
+              ArithmeticOperations.floatMulOption ]
+
+let tests =
+    gpuTests "Backend.Vector.SpMSpV tests" testFixturesSpMSpV
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Vector/SpMV.fs b/tests/GraphBLAS-sharp.Tests/Backend/Vector/SpMV.fs
index e19ade53..45ab8054 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Vector/SpMV.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Vector/SpMV.fs
@@ -1,18 +1,17 @@
 module GraphBLAS.FSharp.Tests.Backend.Vector.SpMV
 
-open GraphBLAS.FSharp.Backend.Objects.ArraysExtensions
 open Expecto
+open Microsoft.FSharp.Collections
+open Microsoft.FSharp.Core
 open Brahma.FSharp
-open GraphBLAS.FSharp.Backend.Quotes
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Tests
 open GraphBLAS.FSharp.Tests.Context
 open GraphBLAS.FSharp.Tests.TestCases
-open Microsoft.FSharp.Collections
-open Microsoft.FSharp.Core
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Vector
 open GraphBLAS.FSharp.Objects
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
+open GraphBLAS.FSharp.Objects.ArraysExtensions
+open GraphBLAS.FSharp.Backend.Quotes
 
 let config = Utils.defaultConfig
 
@@ -52,7 +51,7 @@ let correctnessGenericTest
     zero
     sumOp
     mulOp
-    (spMV: MailboxProcessor<_> -> AllocationFlag -> ClMatrix.CSR<'a> -> ClArray<'a option> -> ClArray<'a option>)
+    (spMV: MailboxProcessor<_> -> AllocationFlag -> ClMatrix<'a> -> ClVector<'a> -> ClVector<'a>)
     (isEqual: 'a -> 'a -> bool)
     q
     (testContext: TestContext)
@@ -69,14 +68,15 @@ let correctnessGenericTest
         try
             let m = mtx.ToDevice testContext.ClContext
 
-            match vtr, m with
-            | Vector.Dense vtr, ClMatrix.CSR m ->
-                let v = vtr.ToDevice testContext.ClContext
+            let v = vtr.ToDevice testContext.ClContext
+
+            let res = spMV testContext.Queue HostInterop m v
 
-                let res = spMV testContext.Queue HostInterop m v
+            m.Dispose q
+            v.Dispose q
 
-                (ClMatrix.CSR m).Dispose q
-                v.Free q
+            match res with
+            | ClVector.Dense res ->
                 let hostRes = res.ToHostAndFree q
 
                 checkResult isEqual sumOp mulOp zero matrix vector hostRes
@@ -92,7 +92,7 @@ let createTest testContext (zero: 'a) isEqual add mul addQ mulQ =
     let getCorrectnessTestName datatype =
         $"Correctness on %s{datatype}, %A{testContext.ClContext}"
 
-    let spMV = SpMV.run addQ mulQ context wgSize
+    let spMV = Operations.SpMV addQ mulQ context wgSize
 
     testContext
     |> correctnessGenericTest zero add mul spMV isEqual q
diff --git a/tests/GraphBLAS-sharp.Tests/Backend/Vector/ZeroCreate.fs b/tests/GraphBLAS-sharp.Tests/Backend/Vector/ZeroCreate.fs
index 313e0066..79c1e4d9 100644
--- a/tests/GraphBLAS-sharp.Tests/Backend/Vector/ZeroCreate.fs
+++ b/tests/GraphBLAS-sharp.Tests/Backend/Vector/ZeroCreate.fs
@@ -2,15 +2,14 @@ module GraphBLAS.FSharp.Tests.Backend.Vector.ZeroCreate
 
 open Expecto
 open Expecto.Logging
+open GraphBLAS.FSharp
 open GraphBLAS.FSharp.Backend
 open GraphBLAS.FSharp.Tests
 open Context
 open TestCases
-open GraphBLAS.FSharp.Backend.Objects
-open GraphBLAS.FSharp.Backend.Vector
 open GraphBLAS.FSharp.Objects
 open GraphBLAS.FSharp.Objects.ClVectorExtensions
-open GraphBLAS.FSharp.Backend.Objects.ClContext
+open GraphBLAS.FSharp.Objects.ClContextExtensions
 
 let logger = Log.create "Vector.zeroCreate.Tests"
 
diff --git a/tests/GraphBLAS-sharp.Tests/Generators.fs b/tests/GraphBLAS-sharp.Tests/Generators.fs
index 38d3e388..fec8f61e 100644
--- a/tests/GraphBLAS-sharp.Tests/Generators.fs
+++ b/tests/GraphBLAS-sharp.Tests/Generators.fs
@@ -1,10 +1,8 @@
 namespace GraphBLAS.FSharp.Test
 
 open FsCheck
-open GraphBLAS.FSharp
 open Expecto.Logging
 open Expecto.Logging.Message
-open FSharp.Quotations.Evaluator
 
 module Generators =
     let logger = Log.create "Generators"
diff --git a/tests/GraphBLAS-sharp.Tests/GraphBLAS-sharp.Tests.fsproj b/tests/GraphBLAS-sharp.Tests/GraphBLAS-sharp.Tests.fsproj
index 75a4f492..cdc0d28f 100644
--- a/tests/GraphBLAS-sharp.Tests/GraphBLAS-sharp.Tests.fsproj
+++ b/tests/GraphBLAS-sharp.Tests/GraphBLAS-sharp.Tests.fsproj
@@ -1,4 +1,4 @@
-<?xml version="1.0" encoding="utf-8"?>
+<?xml version="1.0" encoding="utf-8"?>
 <Project Sdk="Microsoft.NET.Sdk">
     <PropertyGroup>
         <OutputType>Exe</OutputType>
@@ -15,8 +15,10 @@
         <Compile Include="Helpers.fs" />
         <Compile Include="Backend/QuickGraph/Algorithms/BFS.fs" />
         <Compile Include="Backend/QuickGraph/Algorithms/ConnectedComponents.fs" />
+        <Compile Include="Backend/QuickGraph/Algorithms/SSSP.fs" />
         <Compile Include="Backend/QuickGraph/CreateGraph.fs" />
         <Compile Include="Backend/Algorithms/BFS.fs" />
+        <Compile Include="Backend/Algorithms/SSSP.fs" />
         <Compile Include="Backend/Common/ClArray/Blit.fs" />
         <Compile Include="Backend/Common/ClArray/Choose.fs" />
         <Compile Include="Backend/Common/ClArray/ChunkBySize.fs" />
@@ -41,7 +43,6 @@
         <Compile Include="Backend/Common/Scatter.fs" />
         <Compile Include="Backend/Common/Sort/Bitonic.fs" />
         <Compile Include="Backend/Common/Sort/Radix.fs" />
-        <Compile Include="Backend/Common/Merge.fs" />
         <Compile Include="Backend/Matrix/ByRows.fs" />
         <Compile Include="Backend/Matrix/Convert.fs" />
         <Compile Include="Backend/Matrix/Map.fs" />
@@ -63,6 +64,8 @@
         <Compile Include="Backend/Vector/SpMV.fs" />
         <Compile Include="Backend/Vector/ZeroCreate.fs" />
         <Compile Include="Backend/Vector/Merge.fs" />
+        <Compile Include="Backend/Vector/SpMSpV.fs" />
+        <Compile Include="Backend/Vector/Map.fs" />
         <Compile Include="Host/Matrix/FromArray2D.fs" />
         <Compile Include="Host/Matrix/Convert.fs" />
         <Compile Include="Host/IO/MtxReader.fs" />
diff --git a/tests/GraphBLAS-sharp.Tests/Helpers.fs b/tests/GraphBLAS-sharp.Tests/Helpers.fs
index 1811c40b..5f8d043b 100644
--- a/tests/GraphBLAS-sharp.Tests/Helpers.fs
+++ b/tests/GraphBLAS-sharp.Tests/Helpers.fs
@@ -1,15 +1,13 @@
 namespace GraphBLAS.FSharp.Tests
 
-open Brahma.FSharp.OpenCL.Translator
+open Expecto
 open Microsoft.FSharp.Reflection
-open Brahma.FSharp
-open OpenCL.Net
-open GraphBLAS.FSharp.Test
 open System.Text.RegularExpressions
-open Expecto
+open Brahma.FSharp
+open Brahma.FSharp.OpenCL.Translator
 open GraphBLAS.FSharp.Objects
-open GraphBLAS.FSharp.Backend.Objects
-
+open GraphBLAS.FSharp.Test
+open OpenCL.Net
 
 [<RequireQualifiedAccess>]
 module Utils =
diff --git a/tests/GraphBLAS-sharp.Tests/Program.fs b/tests/GraphBLAS-sharp.Tests/Program.fs
index 9049b03e..5b7b7908 100644
--- a/tests/GraphBLAS-sharp.Tests/Program.fs
+++ b/tests/GraphBLAS-sharp.Tests/Program.fs
@@ -1,6 +1,7 @@
 open Expecto
-open GraphBLAS.FSharp.Tests.Backend
 open GraphBLAS.FSharp.Tests
+open GraphBLAS.FSharp.Tests.Backend
+open GraphBLAS.FSharp.Tests.Backend.Matrix
 
 let matrixTests =
     testList
@@ -16,7 +17,7 @@ let matrixTests =
           Matrix.SubRows.tests
           Matrix.Kronecker.tests
 
-          Matrix.SpGeMM.Expand.generalTests
+          Matrix.SpGeMM.Expand.tests
           Matrix.SpGeMM.Masked.tests ]
     |> testSequenced
 
@@ -24,7 +25,7 @@ let commonTests =
     let scanTests =
         testList
             "Scan"
-            [ Common.Scan.ByKey.sequentialSegmentsTests
+            [ Common.Scan.ByKey.tests
               Common.Scan.PrefixSum.tests ]
 
     let reduceTests =
@@ -64,7 +65,6 @@ let commonTests =
         "Common"
         [ Common.Scatter.allTests
           Common.Gather.allTests
-          Common.Merge.tests
           clArrayTests
           sortTests
           reduceTests
@@ -75,10 +75,12 @@ let vectorTests =
     testList
         "Vector"
         [ Vector.SpMV.tests
+          Vector.SpMSpV.tests
           Vector.ZeroCreate.tests
           Vector.OfList.tests
           Vector.Copy.tests
           Vector.Convert.tests
+          Vector.Map.allTests
           Vector.Map2.allTests
           Vector.AssignByMask.tests
           Vector.AssignByMask.complementedTests
@@ -87,7 +89,10 @@ let vectorTests =
     |> testSequenced
 
 let algorithmsTests =
-    testList "Algorithms tests" [ Algorithms.BFS.tests ]
+    testList
+        "Algorithms tests"
+        [ Algorithms.BFS.tests
+          Algorithms.SSSP.tests ]
     |> testSequenced
 
 let deviceTests =