Port Grayscale converter

src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.CmykScalar.cs

@@ -17,8 +17,8 @@ internal abstract partial class JpegColorConverterBase
             ConvertToRgbInplace(values, this.MaximumValue);
 
         /// <inheritdoc/>
-        public override void ConvertFromRgb(in ComponentValues values, Span<float> r, Span<float> g, Span<float> b)
-            => ConvertFromRgb(values, this.MaximumValue, r, g, b);
+        public override void ConvertFromRgb(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+            => ConvertFromRgb(values, this.MaximumValue, rLane, gLane, bLane);
 
         public static void ConvertToRgbInplace(in ComponentValues values, float maxValue)
         {
@@ -42,7 +42,7 @@ internal abstract partial class JpegColorConverterBase
             }
         }
 
-        public static void ConvertFromRgb(in ComponentValues values, float maxValue, Span<float> r, Span<float> g, Span<float> b)
+        public static void ConvertFromRgb(in ComponentValues values, float maxValue, Span<float> rLane, Span<float> gLane, Span<float> bLane)
         {
             Span<float> c = values.Component0;
             Span<float> m = values.Component1;
@@ -51,9 +51,9 @@ internal abstract partial class JpegColorConverterBase
 
             for (int i = 0; i < c.Length; i++)
             {
-                float ctmp = 255f - r[i];
-                float mtmp = 255f - g[i];
-                float ytmp = 255f - b[i];
+                float ctmp = 255f - rLane[i];
+                float mtmp = 255f - gLane[i];
+                float ytmp = 255f - bLane[i];
                 float ktmp = MathF.Min(MathF.Min(ctmp, mtmp), ytmp);
 
                 if (ktmp >= 255f)

src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.GrayScaleScalar.cs

@@ -8,22 +8,22 @@ namespace SixLabors.ImageSharp.Formats.Jpeg.Components;
 
 internal abstract partial class JpegColorConverterBase
 {
-    internal sealed class GrayscaleScalar : JpegColorConverterScalar
+    internal sealed class GrayScaleScalar : JpegColorConverterScalar
     {
-        public GrayscaleScalar(int precision)
+        public GrayScaleScalar(int precision)
             : base(JpegColorSpace.Grayscale, precision)
         {
         }
 
         /// <inheritdoc/>
         public override void ConvertToRgbInPlace(in ComponentValues values)
-            => ConvertToRgbInplace(values.Component0, this.MaximumValue);
+            => ConvertToRgbInPlace(values.Component0, this.MaximumValue);
 
         /// <inheritdoc/>
-        public override void ConvertFromRgb(in ComponentValues values, Span<float> r, Span<float> g, Span<float> b)
-            => ConvertCoreInplaceFromRgb(values, r, g, b);
+        public override void ConvertFromRgb(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+            => ConvertFromRgbScalar(values, rLane, gLane, bLane);
 
-        internal static void ConvertToRgbInplace(Span<float> values, float maxValue)
+        internal static void ConvertToRgbInPlace(Span<float> values, float maxValue)
         {
             ref float valuesRef = ref MemoryMarshal.GetReference(values);
             float scale = 1 / maxValue;
@@ -34,15 +34,14 @@ internal abstract partial class JpegColorConverterBase
             }
         }
 
-        internal static void ConvertCoreInplaceFromRgb(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+        internal static void ConvertFromRgbScalar(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
         {
             Span<float> c0 = values.Component0;
 
             for (int i = 0; i < c0.Length; i++)
             {
-                // luminocity = (0.299 * r) + (0.587 * g) + (0.114 * b)
-                float luma = (0.299f * rLane[i]) + (0.587f * gLane[i]) + (0.114f * bLane[i]);
-                c0[i] = luma;
+                // luminosity = (0.299 * r) + (0.587 * g) + (0.114 * b)
+                c0[i] = (float)((0.299f * rLane[i]) + (0.587f * gLane[i]) + (0.114f * bLane[i]));
             }
         }
     }

src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.GrayScaleVector.cs

@@ -34,7 +34,7 @@ internal abstract partial class JpegColorConverterBase
 
         /// <inheritdoc/>
         protected override void ConvertToRgbInPlaceScalarRemainder(in ComponentValues values)
-            => GrayscaleScalar.ConvertToRgbInplace(values.Component0, this.MaximumValue);
+            => GrayScaleScalar.ConvertToRgbInPlace(values.Component0, this.MaximumValue);
 
         /// <inheritdoc/>
         protected override void ConvertFromRgbVectorized(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
@@ -67,6 +67,6 @@ internal abstract partial class JpegColorConverterBase
 
         /// <inheritdoc/>
         protected override void ConvertFromRgbScalarRemainder(in ComponentValues values, Span<float> r, Span<float> g, Span<float> b)
-            => GrayscaleScalar.ConvertCoreInplaceFromRgb(values, r, g, b);
+            => GrayScaleScalar.ConvertFromRgbScalar(values, r, g, b);
     }
 }

src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.GrayScaleVector128.cs

@@ -0,0 +1,67 @@
+// Copyright (c) Six Labors.
+// Licensed under the Six Labors Split License.
+
+using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
+using System.Runtime.Intrinsics;
+using SixLabors.ImageSharp.Common.Helpers;
+
+namespace SixLabors.ImageSharp.Formats.Jpeg.Components;
+
+internal abstract partial class JpegColorConverterBase
+{
+    internal sealed class GrayScaleVector128 : JpegColorConverterVector128
+    {
+        public GrayScaleVector128(int precision)
+            : base(JpegColorSpace.Grayscale, precision)
+        {
+        }
+
+        /// <inheritdoc/>
+        public override void ConvertToRgbInPlace(in ComponentValues values)
+        {
+            ref Vector128<float> c0Base =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(values.Component0));
+
+            // Used for the color conversion
+            Vector128<float> scale = Vector128.Create(1 / this.MaximumValue);
+
+            nuint n = values.Component0.Vector128Count<float>();
+            for (nuint i = 0; i < n; i++)
+            {
+                ref Vector128<float> c0 = ref Unsafe.Add(ref c0Base, i);
+                c0 *= scale;
+            }
+        }
+
+        /// <inheritdoc/>
+        public override void ConvertFromRgb(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+        {
+            ref Vector128<float> destLuminance =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(values.Component0));
+
+            ref Vector128<float> srcRed =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(rLane));
+            ref Vector128<float> srcGreen =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(gLane));
+            ref Vector128<float> srcBlue =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(bLane));
+
+            // Used for the color conversion
+            Vector128<float> f0299 = Vector128.Create(0.299f);
+            Vector128<float> f0587 = Vector128.Create(0.587f);
+            Vector128<float> f0114 = Vector128.Create(0.114f);
+
+            nuint n = values.Component0.Vector128Count<float>();
+            for (nuint i = 0; i < n; i++)
+            {
+                ref Vector128<float> r = ref Unsafe.Add(ref srcRed, i);
+                ref Vector128<float> g = ref Unsafe.Add(ref srcGreen, i);
+                ref Vector128<float> b = ref Unsafe.Add(ref srcBlue, i);
+
+                // luminosity = (0.299 * r) + (0.587 * g) + (0.114 * b)
+                Unsafe.Add(ref destLuminance, i) = Vector128Utilities.MultiplyAdd(Vector128Utilities.MultiplyAdd(f0114 * b, f0587, g), f0299, r);
+            }
+        }
+    }
+}

src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.GrayScaleVector256.cs

@@ -0,0 +1,67 @@
+// Copyright (c) Six Labors.
+// Licensed under the Six Labors Split License.
+
+using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
+using System.Runtime.Intrinsics;
+using SixLabors.ImageSharp.Common.Helpers;
+
+namespace SixLabors.ImageSharp.Formats.Jpeg.Components;
+
+internal abstract partial class JpegColorConverterBase
+{
+    internal sealed class GrayScaleVector256 : JpegColorConverterVector256
+    {
+        public GrayScaleVector256(int precision)
+            : base(JpegColorSpace.Grayscale, precision)
+        {
+        }
+
+        /// <inheritdoc/>
+        public override void ConvertToRgbInPlace(in ComponentValues values)
+        {
+            ref Vector256<float> c0Base =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(values.Component0));
+
+            // Used for the color conversion
+            Vector256<float> scale = Vector256.Create(1 / this.MaximumValue);
+
+            nuint n = values.Component0.Vector256Count<float>();
+            for (nuint i = 0; i < n; i++)
+            {
+                ref Vector256<float> c0 = ref Unsafe.Add(ref c0Base, i);
+                c0 *= scale;
+            }
+        }
+
+        /// <inheritdoc/>
+        public override void ConvertFromRgb(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+        {
+            ref Vector256<float> destLuminance =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(values.Component0));
+
+            ref Vector256<float> srcRed =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(rLane));
+            ref Vector256<float> srcGreen =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(gLane));
+            ref Vector256<float> srcBlue =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(bLane));
+
+            // Used for the color conversion
+            Vector256<float> f0299 = Vector256.Create(0.299f);
+            Vector256<float> f0587 = Vector256.Create(0.587f);
+            Vector256<float> f0114 = Vector256.Create(0.114f);
+
+            nuint n = values.Component0.Vector256Count<float>();
+            for (nuint i = 0; i < n; i++)
+            {
+                ref Vector256<float> r = ref Unsafe.Add(ref srcRed, i);
+                ref Vector256<float> g = ref Unsafe.Add(ref srcGreen, i);
+                ref Vector256<float> b = ref Unsafe.Add(ref srcBlue, i);
+
+                // luminosity = (0.299 * r) + (0.587 * g) + (0.114 * b)
+                Unsafe.Add(ref destLuminance, i) = Vector256Utilities.MultiplyAdd(Vector256Utilities.MultiplyAdd(f0114 * b, f0587, g), f0299, r);
+            }
+        }
+    }
+}

src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.GrayScaleVector512.cs

@@ -0,0 +1,75 @@
+// Copyright (c) Six Labors.
+// Licensed under the Six Labors Split License.
+
+using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
+using System.Runtime.Intrinsics;
+using SixLabors.ImageSharp.Common.Helpers;
+
+namespace SixLabors.ImageSharp.Formats.Jpeg.Components;
+
+internal abstract partial class JpegColorConverterBase
+{
+    internal sealed class GrayScaleVector512 : JpegColorConverterVector512
+    {
+        public GrayScaleVector512(int precision)
+            : base(JpegColorSpace.Grayscale, precision)
+        {
+        }
+
+        /// <inheritdoc/>
+        protected override void ConvertToRgbInPlaceVectorized(in ComponentValues values)
+        {
+            ref Vector512<float> c0Base =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(values.Component0));
+
+            // Used for the color conversion
+            Vector512<float> scale = Vector512.Create(1 / this.MaximumValue);
+
+            nuint n = values.Component0.Vector512Count<float>();
+            for (nuint i = 0; i < n; i++)
+            {
+                ref Vector512<float> c0 = ref Unsafe.Add(ref c0Base, i);
+                c0 *= scale;
+            }
+        }
+
+        /// <inheritdoc/>
+        protected override void ConvertFromRgbVectorized(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+        {
+            ref Vector512<float> destLuminance =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(values.Component0));
+
+            ref Vector512<float> srcRed =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(rLane));
+            ref Vector512<float> srcGreen =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(gLane));
+            ref Vector512<float> srcBlue =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(bLane));
+
+            // Used for the color conversion
+            Vector512<float> f0299 = Vector512.Create(0.299f);
+            Vector512<float> f0587 = Vector512.Create(0.587f);
+            Vector512<float> f0114 = Vector512.Create(0.114f);
+
+            nuint n = values.Component0.Vector512Count<float>();
+            for (nuint i = 0; i < n; i++)
+            {
+                ref Vector512<float> r = ref Unsafe.Add(ref srcRed, i);
+                ref Vector512<float> g = ref Unsafe.Add(ref srcGreen, i);
+                ref Vector512<float> b = ref Unsafe.Add(ref srcBlue, i);
+
+                // luminosity = (0.299 * r) + (0.587 * g) + (0.114 * b)
+                Unsafe.Add(ref destLuminance, i) = Vector512Utilities.MultiplyAdd(Vector512Utilities.MultiplyAdd(f0114 * b, f0587, g), f0299, r);
+            }
+        }
+
+        /// <inheritdoc/>
+        protected override void ConvertToRgbInPlaceScalarRemainder(in ComponentValues values)
+            => GrayScaleScalar.ConvertToRgbInPlace(values.Component0, this.MaximumValue);
+
+        /// <inheritdoc/>
+        protected override void ConvertFromRgbScalarRemainder(in ComponentValues values, Span<float> r, Span<float> g, Span<float> b)
+            => GrayScaleScalar.ConvertFromRgbScalar(values, r, g, b);
+    }
+}

src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.RgbScalar.cs

@@ -14,24 +14,24 @@ internal abstract partial class JpegColorConverterBase
 
         /// <inheritdoc/>
         public override void ConvertToRgbInPlace(in ComponentValues values)
-            => ConvertToRgbInplace(values, this.MaximumValue);
+            => ConvertToRgbInPlace(values, this.MaximumValue);
 
         /// <inheritdoc/>
-        public override void ConvertFromRgb(in ComponentValues values, Span<float> r, Span<float> g, Span<float> b)
-            => ConvertFromRgb(values, r, g, b);
+        public override void ConvertFromRgb(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+            => ConvertFromRgb(values, rLane, gLane, bLane);
 
-        internal static void ConvertToRgbInplace(ComponentValues values, float maxValue)
+        internal static void ConvertToRgbInPlace(ComponentValues values, float maxValue)
         {
-            GrayscaleScalar.ConvertToRgbInplace(values.Component0, maxValue);
-            GrayscaleScalar.ConvertToRgbInplace(values.Component1, maxValue);
-            GrayscaleScalar.ConvertToRgbInplace(values.Component2, maxValue);
+            GrayScaleScalar.ConvertToRgbInPlace(values.Component0, maxValue);
+            GrayScaleScalar.ConvertToRgbInPlace(values.Component1, maxValue);
+            GrayScaleScalar.ConvertToRgbInPlace(values.Component2, maxValue);
         }
 
-        internal static void ConvertFromRgb(ComponentValues values, Span<float> r, Span<float> g, Span<float> b)
+        internal static void ConvertFromRgb(ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
         {
-            r.CopyTo(values.Component0);
-            g.CopyTo(values.Component1);
-            b.CopyTo(values.Component2);
+            rLane.CopyTo(values.Component0);
+            gLane.CopyTo(values.Component1);
+            bLane.CopyTo(values.Component2);
         }
     }
 }

src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.RgbVector.cs

@@ -42,7 +42,7 @@ internal abstract partial class JpegColorConverterBase
 
         /// <inheritdoc/>
         protected override void ConvertToRgbInPlaceScalarRemainder(in ComponentValues values)
-            => RgbScalar.ConvertToRgbInplace(values, this.MaximumValue);
+            => RgbScalar.ConvertToRgbInPlace(values, this.MaximumValue);
 
         /// <inheritdoc/>
         protected override void ConvertFromRgbVectorized(in ComponentValues values, Span<float> r, Span<float> g, Span<float> b)

src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrScalar.cs

@@ -20,13 +20,13 @@ internal abstract partial class JpegColorConverterBase
 
         /// <inheritdoc/>
         public override void ConvertToRgbInPlace(in ComponentValues values)
-            => ConvertToRgbInplace(values, this.MaximumValue, this.HalfValue);
+            => ConvertToRgbInPlace(values, this.MaximumValue, this.HalfValue);
 
         /// <inheritdoc/>
-        public override void ConvertFromRgb(in ComponentValues values, Span<float> r, Span<float> g, Span<float> b)
-            => ConvertFromRgb(values, this.HalfValue, r, g, b);
+        public override void ConvertFromRgb(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+            => ConvertFromRgb(values, this.HalfValue, rLane, gLane, bLane);
 
-        public static void ConvertToRgbInplace(in ComponentValues values, float maxValue, float halfValue)
+        public static void ConvertToRgbInPlace(in ComponentValues values, float maxValue, float halfValue)
         {
             Span<float> c0 = values.Component0;
             Span<float> c1 = values.Component1;

src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector512.cs

@@ -114,7 +114,7 @@ internal abstract partial class JpegColorConverterBase
 
         /// <inheritdoc/>
         protected override void ConvertToRgbInPlaceScalarRemainder(in ComponentValues values)
-            => YCbCrScalar.ConvertToRgbInplace(values, this.MaximumValue, this.HalfValue);
+            => YCbCrScalar.ConvertToRgbInPlace(values, this.MaximumValue, this.HalfValue);
 
         /// <inheritdoc/>
         protected override void ConvertFromRgbScalarRemainder(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)

src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterBase.cs

@@ -178,12 +178,22 @@ internal abstract partial class JpegColorConverterBase
     /// <param name="precision">The precision in bits.</param>
     private static JpegColorConverterBase GetGrayScaleConverter(int precision)
     {
-        if (JpegColorConverterVector.IsSupported)
+        if (JpegColorConverterVector512.IsSupported)
+        {
+            return new GrayScaleVector512(precision);
+        }
+
+        if (JpegColorConverterVector256.IsSupported)
+        {
+            return new GrayScaleVector256(precision);
+        }
+
+        if (JpegColorConverterVector128.IsSupported)
         {
-            return new GrayScaleVector(precision);
+            return new GrayScaleVector128(precision);
         }
 
-        return new GrayscaleScalar(precision);
+        return new GrayScaleScalar(precision);
     }
 
     /// <summary>

tests/ImageSharp.Benchmarks/Codecs/Jpeg/ColorConversion/GrayscaleColorConversion.cs

@@ -7,9 +7,9 @@ using SixLabors.ImageSharp.Formats.Jpeg.Components;
 namespace SixLabors.ImageSharp.Benchmarks.Codecs.Jpeg;
 
 [Config(typeof(Config.Short))]
-public class GrayscaleColorConversion : ColorConversionBenchmark
+public class GrayScaleColorConversion : ColorConversionBenchmark
 {
-    public GrayscaleColorConversion()
+    public GrayScaleColorConversion()
         : base(1)
     {
     }
@@ -17,16 +17,32 @@ public class GrayscaleColorConversion : ColorConversionBenchmark
     [Benchmark(Baseline = true)]
     public void Scalar()
     {
-        var values = new JpegColorConverterBase.ComponentValues(this.Input, 0);
+        JpegColorConverterBase.ComponentValues values = new(this.Input, 0);
 
-        new JpegColorConverterBase.GrayscaleScalar(8).ConvertToRgbInPlace(values);
+        new JpegColorConverterBase.GrayScaleScalar(8).ConvertToRgbInPlace(values);
     }
 
     [Benchmark]
-    public void SimdVector8()
+    public void SimdVector128()
     {
-        var values = new JpegColorConverterBase.ComponentValues(this.Input, 0);
+        JpegColorConverterBase.ComponentValues values = new(this.Input, 0);
 
-        new JpegColorConverterBase.GrayScaleVector(8).ConvertToRgbInPlace(values);
+        new JpegColorConverterBase.GrayScaleVector128(8).ConvertToRgbInPlace(values);
+    }
+
+    [Benchmark]
+    public void SimdVector256()
+    {
+        JpegColorConverterBase.ComponentValues values = new(this.Input, 0);
+
+        new JpegColorConverterBase.GrayScaleVector256(8).ConvertToRgbInPlace(values);
+    }
+
+    [Benchmark]
+    public void SimdVector512()
+    {
+        JpegColorConverterBase.ComponentValues values = new(this.Input, 0);
+
+        new JpegColorConverterBase.GrayScaleVector512(8).ConvertToRgbInPlace(values);
     }
 }

tests/ImageSharp.Tests/Formats/Jpg/JpegColorConverterTests.cs

@@ -108,23 +108,23 @@ public class JpegColorConverterTests
     {
         FeatureTestRunner.RunWithHwIntrinsicsFeature(
             RunTest,
-            HwIntrinsics.AllowAll | HwIntrinsics.DisableAVX2 | HwIntrinsics.DisableSSE2 | HwIntrinsics.DisableHWIntrinsic);
+            HwIntrinsics.AllowAll | HwIntrinsics.DisableAVX512F | HwIntrinsics.DisableAVX2 | HwIntrinsics.DisableSSE2 | HwIntrinsics.DisableHWIntrinsic);
 
         static void RunTest(string arg)
         {
             // arrange
-            Type expectedType = typeof(JpegColorConverterBase.GrayscaleScalar);
-            if (Avx.IsSupported)
+            Type expectedType = typeof(JpegColorConverterBase.GrayScaleScalar);
+            if (JpegColorConverterBase.JpegColorConverterVector512.IsSupported)
             {
-                expectedType = typeof(JpegColorConverterBase.GrayScaleVector);
+                expectedType = typeof(JpegColorConverterBase.GrayScaleVector512);
             }
-            else if (Sse2.IsSupported)
+            else if (JpegColorConverterBase.JpegColorConverterVector256.IsSupported)
             {
-                expectedType = typeof(JpegColorConverterBase.GrayScaleVector);
+                expectedType = typeof(JpegColorConverterBase.GrayScaleVector256);
             }
-            else if (AdvSimd.IsSupported)
+            else if (JpegColorConverterBase.JpegColorConverterVector128.IsSupported)
             {
-                expectedType = typeof(JpegColorConverterBase.GrayScaleVector);
+                expectedType = typeof(JpegColorConverterBase.GrayScaleVector128);
             }
 
             // act
@@ -376,34 +376,65 @@ public class JpegColorConverterTests
 
     [Theory]
     [MemberData(nameof(Seeds))]
-    public void FromGrayscaleBasic(int seed) =>
-        this.TestConversionToRgb(new JpegColorConverterBase.GrayscaleScalar(8), 1, seed);
+    public void FromGrayScaleBasic(int seed) =>
+        this.TestConversionToRgb(new JpegColorConverterBase.GrayScaleScalar(8), 1, seed);
 
     [Theory]
     [MemberData(nameof(Seeds))]
-    public void FromGrayscaleVector(int seed)
-    {
-        JpegColorConverterBase.GrayScaleVector converter = new(8);
+    public void FromGrayScaleVector512(int seed) =>
+        this.TestConversionToRgb(
+            new JpegColorConverterBase.GrayScaleVector512(8),
+            1,
+            seed,
+            new JpegColorConverterBase.GrayScaleScalar(8));
 
-        if (!converter.IsAvailable)
-        {
-            this.Output.WriteLine(
-                $"Skipping test - {converter.GetType().Name} is not supported on current hardware.");
-            return;
-        }
+    [Theory]
+    [MemberData(nameof(Seeds))]
+    public void FromGrayScaleVector256(int seed) =>
+        this.TestConversionToRgb(
+            new JpegColorConverterBase.GrayScaleVector256(8),
+            1,
+            seed,
+            new JpegColorConverterBase.GrayScaleScalar(8));
 
-        FeatureTestRunner.RunWithHwIntrinsicsFeature(
-            RunTest,
+    [Theory]
+    [MemberData(nameof(Seeds))]
+    public void FromGrayScaleVector128(int seed) =>
+        this.TestConversionToRgb(
+            new JpegColorConverterBase.GrayScaleVector128(8),
+            1,
             seed,
-            IntrinsicsConfig);
+            new JpegColorConverterBase.GrayScaleScalar(8));
 
-        static void RunTest(string arg) =>
-            ValidateConversionToRgb(
-                new JpegColorConverterBase.GrayScaleVector(8),
-                1,
-                FeatureTestRunner.Deserialize<int>(arg),
-                new JpegColorConverterBase.GrayscaleScalar(8));
-    }
+    [Theory]
+    [MemberData(nameof(Seeds))]
+    public void FromRgbToGrayScaleVector512(int seed) =>
+        this.TestConversionFromRgb(
+            new JpegColorConverterBase.GrayScaleVector512(8),
+            1,
+            seed,
+            new JpegColorConverterBase.GrayScaleScalar(8),
+            precision: 2);
+
+    [Theory]
+    [MemberData(nameof(Seeds))]
+    public void FromRgbToGrayScaleVector256(int seed) =>
+    this.TestConversionFromRgb(
+        new JpegColorConverterBase.GrayScaleVector256(8),
+        1,
+        seed,
+        new JpegColorConverterBase.GrayScaleScalar(8),
+        precision: 2);
+
+    [Theory]
+    [MemberData(nameof(Seeds))]
+    public void FromRgbToGrayScaleVector128(int seed) =>
+    this.TestConversionFromRgb(
+        new JpegColorConverterBase.GrayScaleVector128(8),
+        1,
+        seed,
+        new JpegColorConverterBase.GrayScaleScalar(8),
+        precision: 2);
 
     [Theory]
     [MemberData(nameof(Seeds))]