diff --git a/.run/Run SDF Tool [8 pic].run.xml b/.run/Run SDF Tool [8 pic CUDA].run.xml
similarity index 70%
rename from .run/Run SDF Tool [8 pic].run.xml
rename to .run/Run SDF Tool [8 pic CUDA].run.xml
index 3837197..64f278d 100644
--- a/.run/Run SDF Tool [8 pic].run.xml	
+++ b/.run/Run SDF Tool [8 pic CUDA].run.xml	
@@ -1,7 +1,7 @@
 <component name="ProjectRunConfigurationManager">
-  <configuration default="false" name="Run SDF Tool [8 pic]" type="DotNetProject" factoryName=".NET Project" focusToolWindowBeforeRun="true">
+  <configuration default="false" name="Run SDF Tool [8 pic CUDA]" type="DotNetProject" factoryName=".NET Project" focusToolWindowBeforeRun="true">
     <option name="EXE_PATH" value="$PROJECT_DIR$/SDFMapCreator/bin/Debug/net8.0/SDFMapTool.exe" />
-    <option name="PROGRAM_PARAMETERS" value="-D ./images -o &quot;./sdf.png&quot; -i &quot;01.png;02.png;03.png;04.png;05.png;06.png;07.png;08.png&quot;" />
+    <option name="PROGRAM_PARAMETERS" value="-D ./images -o &quot;./sdf.png&quot; -i &quot;01.png;02.png;03.png;04.png;05.png;06.png;07.png;08.png&quot; --device CUDA" />
     <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$/SDFMapCreator/bin/Debug/net8.0" />
     <option name="PASS_PARENT_ENVS" value="1" />
     <option name="USE_EXTERNAL_CONSOLE" value="0" />
@@ -15,8 +15,6 @@
     <option name="PROJECT_TFM" value="net8.0" />
     <method v="2">
       <option name="Build" default="false" projectName="SDFMapCreator" projectPath="$PROJECT_DIR$/SDFMapCreator/SDFMapCreator.csproj" />
-      <option name="RunConfigurationTask" enabled="false" run_configuration_name="Copy Images To TestDirs" run_configuration_type="ShConfigurationType" />
-      <option name="RunConfigurationTask" enabled="true" run_configuration_name="Copy Images Psh" run_configuration_type="PowerShellRunType" />
     </method>
   </configuration>
 </component>
\ No newline at end of file
diff --git a/.run/Run SDF Tool [8 pic OpenCL].run.xml b/.run/Run SDF Tool [8 pic OpenCL].run.xml
new file mode 100644
index 0000000..f09a330
--- /dev/null
+++ b/.run/Run SDF Tool [8 pic OpenCL].run.xml	
@@ -0,0 +1,20 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="Run SDF Tool [8 pic OpenCL]" type="DotNetProject" factoryName=".NET Project" focusToolWindowBeforeRun="true">
+    <option name="EXE_PATH" value="$PROJECT_DIR$/SDFMapCreator/bin/Debug/net8.0/SDFMapTool.exe" />
+    <option name="PROGRAM_PARAMETERS" value="-D ./images -o &quot;./sdf.png&quot; -i &quot;01.png;02.png;03.png;04.png;05.png;06.png;07.png;08.png&quot; --device OpenCL" />
+    <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$/SDFMapCreator/bin/Debug/net8.0" />
+    <option name="PASS_PARENT_ENVS" value="1" />
+    <option name="USE_EXTERNAL_CONSOLE" value="0" />
+    <option name="USE_MONO" value="0" />
+    <option name="RUNTIME_ARGUMENTS" value="" />
+    <option name="PROJECT_PATH" value="$PROJECT_DIR$/SDFMapCreator/SDFMapCreator.csproj" />
+    <option name="PROJECT_EXE_PATH_TRACKING" value="1" />
+    <option name="PROJECT_ARGUMENTS_TRACKING" value="1" />
+    <option name="PROJECT_WORKING_DIRECTORY_TRACKING" value="1" />
+    <option name="PROJECT_KIND" value="DotNetCore" />
+    <option name="PROJECT_TFM" value="net8.0" />
+    <method v="2">
+      <option name="Build" default="false" projectName="SDFMapCreator" projectPath="$PROJECT_DIR$/SDFMapCreator/SDFMapCreator.csproj" />
+    </method>
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/Run SDF Tool [Debug, 8 pic].run.xml b/.run/Run SDF Tool [Debug, 8 pic].run.xml
index a5bda4c..58bcbc5 100644
--- a/.run/Run SDF Tool [Debug, 8 pic].run.xml	
+++ b/.run/Run SDF Tool [Debug, 8 pic].run.xml	
@@ -15,8 +15,6 @@
     <option name="PROJECT_TFM" value="net8.0" />
     <method v="2">
       <option name="Build" default="false" projectName="SDFMapCreator" projectPath="$PROJECT_DIR$/SDFMapCreator/SDFMapCreator.csproj" />
-      <option name="RunConfigurationTask" enabled="true" run_configuration_name="Copy Images To TestDirs" run_configuration_type="ShConfigurationType" />
-      <option name="RunConfigurationTask" enabled="true" run_configuration_name="Copy Images Psh" run_configuration_type="PowerShellRunType" />
     </method>
   </configuration>
 </component>
\ No newline at end of file
diff --git a/Readme.md b/Readme.md
index 8a82b96..eca3545 100644
--- a/Readme.md
+++ b/Readme.md
@@ -8,7 +8,8 @@
 - Automatic CUDA/OpenCL GPU Acceleration for most of the process
 - *nix style command line interface
 
-## How to use:
+## How to use
+
 From command line: `SDFMapTool -D <directory_with_images> -i "<image1.png;image2.png;...>" -o <output_file_path.png> ...`
 
 Available options:
@@ -31,8 +32,10 @@ Available options:
 
   --sigma               Blur sigma value (weighting).
 
+  --device              Device to use for computation. (CPU, OpenCL, CUDA)
+
   --help                Display this help screen.
 
   --version             Display version information.
 
-```
\ No newline at end of file
+```
diff --git a/SDFMapCreator/Program.cs b/SDFMapCreator/Program.cs
index 4a112ae..52e9051 100644
--- a/SDFMapCreator/Program.cs
+++ b/SDFMapCreator/Program.cs
@@ -5,6 +5,12 @@ using CommandLine;
 
 namespace SDFMapCreator;
 
+public enum DeviceType {
+    CPU,
+    OpenCL,
+    CUDA
+}
+
 public class Options {
     [Option('d', "debug", Required = false, HelpText = "Enable debug mode.")]
     public bool Debug { get; set; } = false;
@@ -22,6 +28,8 @@ public class Options {
     public float BlurStep { get; set; } = 0.5f;
     [Option("sigma", Required = false, HelpText = "Blur sigma value (weighting).")]
     public float BlurSigma { get; set; } = 1f;
+    [Option("device", Required = false, HelpText = "Device to use for computation. (CPU, OpenCL, CUDA)")]
+    public DeviceType? Device { get; set; } = null;
 }
 
 public static class Program {
@@ -40,7 +48,7 @@ public static class Program {
     static List<TransitionMaskData> TransitionMasks = new();
     static List<SDFData> SDFs = new();
     static List<Vector3[,]> Gradients = new();
-    static readonly SdfKernels kernels = new();
+    static SdfKernels kernels;
     static uint width;
     static uint height;
 
@@ -51,9 +59,11 @@ public static class Program {
         
         parser.ParseArguments<Options>(args)
             .WithParsed(o => options = o)
-            .WithNotParsed(o => {
+            .WithNotParsed(_ => {
                 Environment.Exit(1);
             });
+        if(options.Device != null) kernels = new (options.Device.Value);
+        else kernels = new();
 
         string debugPath = $"{Environment.CurrentDirectory}{PSep}Debug";
         if (options.Debug) {
diff --git a/SDFMapCreator/SdfKernels.cs b/SDFMapCreator/SdfKernels.cs
index ce1a6cf..57e9f20 100644
--- a/SDFMapCreator/SdfKernels.cs
+++ b/SDFMapCreator/SdfKernels.cs
@@ -1,3 +1,4 @@
+using System.Diagnostics;
 using System.Numerics;
 using ILGPU;
 using ILGPU.Runtime;
@@ -9,12 +10,12 @@ namespace SDFMapCreator;
 
 public partial class SdfKernels {
     Context gpuContext;
-
+    Accelerator accelerator;
     public SdfKernels() {
         // Initialize the GPU context
         gpuContext = Context.Create(builder => builder
-            .OpenCL()
             .Cuda()
+            .OpenCL()
             .CPU()
             .Math(MathMode.Fast32BitOnly)
             .EnableAlgorithms()
@@ -22,35 +23,52 @@ public partial class SdfKernels {
 
         Console.WriteLine("Reading available accelerators (CUDA only)...");
         foreach (var device in gpuContext.GetCudaDevices()) {
-            using var accelerator = device.CreateAccelerator(gpuContext);
+            accelerator = device.CreateAccelerator(gpuContext);
             Console.WriteLine($"Found accelerator: {accelerator.Name} ({accelerator.AcceleratorType})");
         }
 
         Console.WriteLine("Reading available accelerators (OpenCL only)...");
         foreach (var device in gpuContext.GetCLDevices()) {
-            using var accelerator = device.CreateAccelerator(gpuContext);
+            accelerator = device.CreateAccelerator(gpuContext);
             Console.WriteLine($"Found accelerator: {accelerator.Name} ({accelerator.AcceleratorType})");
         }
 
         Console.WriteLine("Reading available accelerators (CPU only)...");
         foreach (var device in gpuContext.GetCPUDevices()) {
-            using var accelerator = device.CreateAccelerator(gpuContext);
+            accelerator = device.CreateAccelerator(gpuContext);
             Console.WriteLine($"Found accelerator: {accelerator.Name} ({accelerator.AcceleratorType})");
         }
+
+        accelerator = gpuContext.GetPreferredDevice(false).CreateAccelerator(gpuContext);
+    }
+
+    public SdfKernels(DeviceType device) {
+        Console.WriteLine($"Looking up for {device.ToString()} accelerators...");
+        var builder = Context.Create();
+        switch (device) {
+            case DeviceType.CPU: builder.CPU(); break;
+            case DeviceType.CUDA: builder.Cuda(); break;
+            case DeviceType.OpenCL: builder.OpenCL(); break;
+        }
+        
+        gpuContext = builder
+            .Math(MathMode.Fast32BitOnly)
+            .EnableAlgorithms()
+            .ToContext();
+        
+        accelerator = gpuContext.GetPreferredDevice(false).CreateAccelerator(gpuContext);
     }
 
     public void SelfMask(Vector3[,] input, out Vector3[,] mask) {
-        var dev = gpuContext.GetPreferredDevice(false);
         var width = input.GetLength(0);
         var height = input.GetLength(1);
         mask = new Vector3[width, height];
-        using var accelerator = dev.CreateAccelerator(gpuContext);
 
         using var buffer = accelerator.Allocate2DDenseX<Vector3>(new(width, height));
         buffer.CopyFromCPU(input);
 
         using var maskBuffer = accelerator.Allocate2DDenseX<Vector3>(new(width, height));
-
+        
         var selfMaskKernel = accelerator.LoadAutoGroupedStreamKernel<Index2D, ArrayView2D<Vector3, Stride2D.DenseX>,
             ArrayView2D<Vector3, Stride2D.DenseX>>(SelfMaskKernel);
 
@@ -62,11 +80,9 @@ public partial class SdfKernels {
     }
 
     public void ABMask(Vector3[,] A, Vector3[,] B, out Vector3[,] mask) {
-        var dev = gpuContext.GetPreferredDevice(false);
         var width = A.GetLength(0);
         var height = A.GetLength(1);
         mask = new Vector3[width, height];
-        using var accelerator = dev.CreateAccelerator(gpuContext);
 
         using var bufferA = accelerator.Allocate2DDenseX<Vector3>(new(width, height));
         bufferA.CopyFromCPU(A);
@@ -89,11 +105,9 @@ public partial class SdfKernels {
     }
 
     public void EdgeDetect(Vector3[,] mask, out Vector3[,] edge) {
-        var dev = gpuContext.GetPreferredDevice(false);
         var width = mask.GetLength(0);
         var height = mask.GetLength(1);
         edge = new Vector3[width, height];
-        using var accelerator = dev.CreateAccelerator(gpuContext);
 
         using var buffer = accelerator.Allocate2DDenseX<Vector3>(new(width, height));
         buffer.CopyFromCPU(mask);
@@ -109,9 +123,6 @@ public partial class SdfKernels {
     }
 
     public void Sdf(Vector2[] edges, int width, int height, out Vector3[,] sdf) {
-        var dev = gpuContext.GetPreferredDevice(false);
-        using var accelerator = dev.CreateAccelerator(gpuContext);
-
         using var buffer = accelerator.Allocate2DDenseX<Vector3>(new(width, height));
 
         using var edgeBuffer = accelerator.Allocate1D<Vector2>(edges.Length);
@@ -130,11 +141,9 @@ public partial class SdfKernels {
     }
 
     public void Gradient(Vector3[,] mask, Vector3[,] sdfa, Vector3[,] sdfb, out Vector3[,] gradient) {
-        var dev = gpuContext.GetPreferredDevice(false);
         var width = mask.GetLength(0);
         var height = mask.GetLength(1);
         gradient = new Vector3[width, height];
-        using var accelerator = dev.CreateAccelerator(gpuContext);
 
         using var bufferMask = accelerator.Allocate2DDenseX<Vector3>(new(width, height));
         bufferMask.CopyFromCPU(mask);
@@ -162,11 +171,9 @@ public partial class SdfKernels {
 
     public void DirectionalBlur(Vector3[,] image, Vector3[,] mask, out Vector3[,] output, float radius = 3f,
         float step = .5f, float sigma = 1f) {
-        var dev = gpuContext.GetPreferredDevice(false);
         var width = image.GetLength(0);
         var height = image.GetLength(1);
         output = new Vector3[width, height];
-        using var accelerator = dev.CreateAccelerator(gpuContext);
 
         using var imageBuffer = accelerator.Allocate2DDenseX<Vector3>(new(width, height));
         imageBuffer.CopyFromCPU(image);
@@ -195,4 +202,9 @@ public partial class SdfKernels {
         a.PrintInformation(infoString);
         return infoString.ToString();
     }
+    
+    ~SdfKernels() {
+        accelerator?.Dispose();
+        gpuContext?.Dispose();
+    }
 }
\ No newline at end of file
diff --git a/SDFMapCreator/copyImages.ps1 b/SDFMapCreator/copyImages.ps1
index 36b3d58..377f508 100644
--- a/SDFMapCreator/copyImages.ps1
+++ b/SDFMapCreator/copyImages.ps1
@@ -1,11 +1,15 @@
+$imagesPath = "./images/*"
+
 if (Test-Path "./bin/Debug/net8.0/")
 {
-    echo "Copying images to Debug folder"
-    copy ./images/* "./bin/Debug/net8.0/"
+    Write-Output "Copying images to Debug folder"
+    Copy-Item -Path $imagesPath -Destination "./bin/Debug/net8.0/images/"
 }
 
 if(Test-Path "./bin/Release/net8.0/")
 {
-    echo "Copying images to Release folder"
-    copy ./images/* "./bin/Release/net8.0/"
-}
\ No newline at end of file
+    Write-Output "Copying images to Release folder"
+    Copy-Item -Path $imagesPath -Destination "./bin/Release/net8.0/images/"
+}
+
+return 0
\ No newline at end of file