Merge branch 'main' into bp/extrasamples

.github/ISSUE_TEMPLATE/config.yml

@@ -1,5 +1,5 @@
 blank_issues_enabled: false
 contact_links:
     - name: Feature Request
-      url: https://github.com/SixLabors/ImageSharp/discussions?discussions_q=category%3AIdeas
+      url: https://github.com/SixLabors/ImageSharp/discussions/categories/ideas
       about: Share ideas for new features for this project.

README.md

@@ -26,7 +26,7 @@ Built against [.NET Standard 2.0](https://docs.microsoft.com/en-us/dotnet/standa
 ## License
   
 - ImageSharp is licensed under the [Apache License, Version 2.0](https://opensource.org/licenses/Apache-2.0)  
-- An alternative Commercial Support License can be purchased **for projects and applications requiring support**.
+- An alternative Six Labors License can be purchased **for projects and applications requiring developer support**.
 Please visit https://sixlabors.com/pricing for details.
 
 ## Support Six Labors
@@ -43,7 +43,8 @@ Support the efforts of the development of the Six Labors projects.
 
 ## Questions
 
-- Do you have questions? We are happy to help! Please [join our Discussions Forum](https://github.com/SixLabors/ImageSharp/discussions/category_choices), or ask them on [Stack Overflow](https://stackoverflow.com) using the `ImageSharp` tag. Please do not open issues for questions.
+- Do you have questions? We are happy to help! Simply purchase a [Six Labors License](https://sixlabors.com/pricing) for developer support. Please do not open issues for questions or misuse our [Discussions Forum](https://github.com/SixLabors/ImageSharp/discussions).
+- For feature ideas please [join our Discussions Forum](https://github.com/SixLabors/ImageSharp/discussions/categories/ideas) and we'll be happy to discuss.  
 - Please read our [Contribution Guide](https://github.com/SixLabors/ImageSharp/blob/main/.github/CONTRIBUTING.md) before opening issues or pull requests!
 
 ## Code of Conduct  

src/ImageSharp/Formats/Jpeg/Components/Encoder/LuminanceForwardConverter{TPixel}.cs

@@ -2,8 +2,13 @@
 // Licensed under the Apache License, Version 2.0.
 
 using System;
+using System.Diagnostics;
 using System.Runtime.CompilerServices;
 using System.Runtime.InteropServices;
+#if SUPPORTS_RUNTIME_INTRINSICS
+using System.Runtime.Intrinsics;
+using System.Runtime.Intrinsics.X86;
+#endif
 using SixLabors.ImageSharp.Advanced;
 using SixLabors.ImageSharp.PixelFormats;
 
@@ -74,6 +79,44 @@ namespace SixLabors.ImageSharp.Formats.Jpeg.Components.Encoder
             ref Block8x8F yBlock = ref this.Y;
             ref L8 l8Start = ref MemoryMarshal.GetReference(this.l8Span);
 
+            if (RgbToYCbCrConverterVectorized.IsSupported)
+            {
+                ConvertAvx(ref l8Start, ref yBlock);
+            }
+            else
+            {
+                ConvertScalar(ref l8Start, ref yBlock);
+            }
+        }
+
+        /// <summary>
+        /// Converts 8x8 L8 pixel matrix to 8x8 Block of floats using Avx2 Intrinsics.
+        /// </summary>
+        /// <param name="l8Start">Start of span of L8 pixels with size of 64</param>
+        /// <param name="yBlock">8x8 destination matrix of Luminance(Y) converted data</param>
+        private static void ConvertAvx(ref L8 l8Start, ref Block8x8F yBlock)
+        {
+            Debug.Assert(RgbToYCbCrConverterVectorized.IsSupported, "AVX2 is required to run this converter");
+
+#if SUPPORTS_RUNTIME_INTRINSICS
+            ref Vector128<byte> l8ByteSpan = ref Unsafe.As<L8, Vector128<byte>>(ref l8Start);
+            ref Vector256<float> destRef = ref yBlock.V0;
+
+            const int bytesPerL8Stride = 8;
+            for (nint i = 0; i < 8; i++)
+            {
+                Unsafe.Add(ref destRef, i) = Avx2.ConvertToVector256Single(Avx2.ConvertToVector256Int32(Unsafe.AddByteOffset(ref l8ByteSpan, bytesPerL8Stride * i)));
+            }
+#endif
+        }
+
+        /// <summary>
+        /// Converts 8x8 L8 pixel matrix to 8x8 Block of floats.
+        /// </summary>
+        /// <param name="l8Start">Start of span of L8 pixels with size of 64</param>
+        /// <param name="yBlock">8x8 destination matrix of Luminance(Y) converted data</param>
+        private static void ConvertScalar(ref L8 l8Start, ref Block8x8F yBlock)
+        {
             for (int i = 0; i < Block8x8F.Size; i++)
             {
                 ref L8 c = ref Unsafe.Add(ref l8Start, i);

src/ImageSharp/Formats/Jpeg/Components/Encoder/RgbForwardConverter{TPixel}.cs

@@ -2,8 +2,13 @@
 // Licensed under the Apache License, Version 2.0.
 
 using System;
+using System.Diagnostics;
 using System.Runtime.CompilerServices;
 using System.Runtime.InteropServices;
+#if SUPPORTS_RUNTIME_INTRINSICS
+using System.Runtime.Intrinsics;
+using System.Runtime.Intrinsics.X86;
+#endif
 using SixLabors.ImageSharp.Advanced;
 using SixLabors.ImageSharp.PixelFormats;
 
@@ -94,10 +99,56 @@ namespace SixLabors.ImageSharp.Formats.Jpeg.Components.Encoder
             ref Block8x8F greenBlock = ref this.G;
             ref Block8x8F blueBlock = ref this.B;
 
-            CopyToBlock(this.rgbSpan, ref redBlock, ref greenBlock, ref blueBlock);
+            if (RgbToYCbCrConverterVectorized.IsSupported)
+            {
+                ConvertAvx(this.rgbSpan, ref redBlock, ref greenBlock, ref blueBlock);
+            }
+            else
+            {
+                ConvertScalar(this.rgbSpan, ref redBlock, ref greenBlock, ref blueBlock);
+            }
+        }
+
+        /// <summary>
+        /// Converts 8x8 RGB24 pixel matrix to 8x8 Block of floats using Avx2 Intrinsics.
+        /// </summary>
+        /// <param name="rgbSpan">Span of Rgb24 pixels with size of 64</param>
+        /// <param name="rBlock">8x8 destination matrix of Red converted data</param>
+        /// <param name="gBlock">8x8 destination matrix of Blue converted data</param>
+        /// <param name="bBlock">8x8 destination matrix of Green converted data</param>
+        private static void ConvertAvx(Span<Rgb24> rgbSpan, ref Block8x8F rBlock, ref Block8x8F gBlock, ref Block8x8F bBlock)
+        {
+            Debug.Assert(RgbToYCbCrConverterVectorized.IsSupported, "AVX2 is required to run this converter");
+
+#if SUPPORTS_RUNTIME_INTRINSICS
+            ref Vector256<byte> rgbByteSpan = ref Unsafe.As<Rgb24, Vector256<byte>>(ref MemoryMarshal.GetReference(rgbSpan));
+            ref Vector256<float> redRef = ref rBlock.V0;
+            ref Vector256<float> greenRef = ref gBlock.V0;
+            ref Vector256<float> blueRef = ref bBlock.V0;
+            var zero = Vector256.Create(0).AsByte();
+
+            var extractToLanesMask = Unsafe.As<byte, Vector256<uint>>(ref MemoryMarshal.GetReference(RgbToYCbCrConverterVectorized.MoveFirst24BytesToSeparateLanes));
+            var extractRgbMask = Unsafe.As<byte, Vector256<byte>>(ref MemoryMarshal.GetReference(RgbToYCbCrConverterVectorized.ExtractRgb));
+            Vector256<byte> rgb, rg, bx;
+
+            const int bytesPerRgbStride = 24;
+            for (nint i = 0; i < 8; i++)
+            {
+                rgb = Avx2.PermuteVar8x32(Unsafe.AddByteOffset(ref rgbByteSpan, bytesPerRgbStride * i).AsUInt32(), extractToLanesMask).AsByte();
+
+                rgb = Avx2.Shuffle(rgb, extractRgbMask);
+
+                rg = Avx2.UnpackLow(rgb, zero);
+                bx = Avx2.UnpackHigh(rgb, zero);
+
+                Unsafe.Add(ref redRef, i) = Avx.ConvertToVector256Single(Avx2.UnpackLow(rg, zero).AsInt32());
+                Unsafe.Add(ref greenRef, i) = Avx.ConvertToVector256Single(Avx2.UnpackHigh(rg, zero).AsInt32());
+                Unsafe.Add(ref blueRef, i) = Avx.ConvertToVector256Single(Avx2.UnpackLow(bx, zero).AsInt32());
+            }
+#endif
         }
 
-        private static void CopyToBlock(Span<Rgb24> rgbSpan, ref Block8x8F redBlock, ref Block8x8F greenBlock, ref Block8x8F blueBlock)
+        private static void ConvertScalar(Span<Rgb24> rgbSpan, ref Block8x8F redBlock, ref Block8x8F greenBlock, ref Block8x8F blueBlock)
         {
             ref Rgb24 rgbStart = ref MemoryMarshal.GetReference(rgbSpan);
 

src/ImageSharp/Formats/Jpeg/Components/Encoder/RgbToYCbCrConverterVectorized.cs

@@ -60,13 +60,13 @@ namespace SixLabors.ImageSharp.Formats.Jpeg.Components.Encoder
 
 #if SUPPORTS_RUNTIME_INTRINSICS
 
-        private static ReadOnlySpan<byte> MoveFirst24BytesToSeparateLanes => new byte[]
+        internal static ReadOnlySpan<byte> MoveFirst24BytesToSeparateLanes => new byte[]
         {
             0, 0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 6, 0, 0, 0,
             3, 0, 0, 0, 4, 0, 0, 0, 5, 0, 0, 0, 7, 0, 0, 0
         };
 
-        private static ReadOnlySpan<byte> ExtractRgb => new byte[]
+        internal static ReadOnlySpan<byte> ExtractRgb => new byte[]
         {
             0, 3, 6, 9, 1, 4, 7, 10, 2, 5, 8, 11, 0xFF, 0xFF, 0xFF, 0xFF,
             0, 3, 6, 9, 1, 4, 7, 10, 2, 5, 8, 11, 0xFF, 0xFF, 0xFF, 0xFF

tests/ImageSharp.Benchmarks/Codecs/Jpeg/EncodeJpeg.cs

@@ -26,8 +26,11 @@ namespace SixLabors.ImageSharp.Benchmarks.Codecs.Jpeg
 
         // ImageSharp
         private Image<Rgba32> bmpCore;
+        private Image<L8> bmpLuminance;
+        private JpegEncoder encoder400;
         private JpegEncoder encoder420;
         private JpegEncoder encoder444;
+        private JpegEncoder encoderRgb;
 
         private MemoryStream destinationStream;
 
@@ -40,8 +43,11 @@ namespace SixLabors.ImageSharp.Benchmarks.Codecs.Jpeg
 
                 this.bmpCore = Image.Load<Rgba32>(this.bmpStream);
                 this.bmpCore.Metadata.ExifProfile = null;
+                this.bmpLuminance = this.bmpCore.CloneAs<L8>();
+                this.encoder400 = new JpegEncoder { Quality = this.Quality, ColorType = JpegColorType.Luminance };
                 this.encoder420 = new JpegEncoder { Quality = this.Quality, ColorType = JpegColorType.YCbCrRatio420 };
                 this.encoder444 = new JpegEncoder { Quality = this.Quality, ColorType = JpegColorType.YCbCrRatio444 };
+                this.encoderRgb = new JpegEncoder { Quality = this.Quality, ColorType = JpegColorType.Rgb };
 
                 this.bmpStream.Position = 0;
                 this.bmpDrawing = SDImage.FromStream(this.bmpStream);
@@ -79,6 +85,14 @@ namespace SixLabors.ImageSharp.Benchmarks.Codecs.Jpeg
             this.destinationStream.Seek(0, SeekOrigin.Begin);
         }
 
+        [Benchmark(Description = "ImageSharp (greyscale) Jpeg 4:0:0")]
+        public void JpegCore400()
+        {
+            this.bmpLuminance.SaveAsJpeg(this.destinationStream, this.encoder400);
+            this.destinationStream.Seek(0, SeekOrigin.Begin);
+        }
+
+
         [Benchmark(Description = "ImageSharp Jpeg 4:2:0")]
         public void JpegCore420()
         {
@@ -93,6 +107,13 @@ namespace SixLabors.ImageSharp.Benchmarks.Codecs.Jpeg
             this.destinationStream.Seek(0, SeekOrigin.Begin);
         }
 
+        [Benchmark(Description = "ImageSharp Jpeg rgb")]
+        public void JpegRgb()
+        {
+            this.bmpCore.SaveAsJpeg(this.destinationStream, this.encoderRgb);
+            this.destinationStream.Seek(0, SeekOrigin.Begin);
+        }
+
         // https://docs.microsoft.com/en-us/dotnet/api/system.drawing.imaging.encoderparameter?redirectedfrom=MSDN&view=net-5.0
         private static ImageCodecInfo GetEncoder(ImageFormat format)
         {
@@ -111,24 +132,30 @@ namespace SixLabors.ImageSharp.Benchmarks.Codecs.Jpeg
 }
 
 /*
-BenchmarkDotNet=v0.13.0, OS=Windows 10.0.19042
-Intel Core i7-6700K CPU 4.00GHz (Skylake), 1 CPU, 8 logical and 4 physical cores
-.NET SDK=6.0.100-preview.3.21202.5
-  [Host]     : .NET Core 3.1.18 (CoreCLR 4.700.21.35901, CoreFX 4.700.21.36305), X64 RyuJIT
-  DefaultJob : .NET Core 3.1.18 (CoreCLR 4.700.21.35901, CoreFX 4.700.21.36305), X64 RyuJIT
-
-
-|                      Method | Quality |     Mean |    Error |   StdDev | Ratio |
-|---------------------------- |-------- |---------:|---------:|---------:|------:|
-| 'System.Drawing Jpeg 4:2:0' |      75 | 30.04 ms | 0.540 ms | 0.479 ms |  1.00 |
-|     'ImageSharp Jpeg 4:2:0' |      75 | 19.32 ms | 0.290 ms | 0.257 ms |  0.64 |
-|     'ImageSharp Jpeg 4:4:4' |      75 | 26.76 ms | 0.332 ms | 0.294 ms |  0.89 |
-|                             |         |          |          |          |       |
-| 'System.Drawing Jpeg 4:2:0' |      90 | 32.82 ms | 0.184 ms | 0.163 ms |  1.00 |
-|     'ImageSharp Jpeg 4:2:0' |      90 | 25.00 ms | 0.408 ms | 0.361 ms |  0.76 |
-|     'ImageSharp Jpeg 4:4:4' |      90 | 31.83 ms | 0.636 ms | 0.595 ms |  0.97 |
-|                             |         |          |          |          |       |
-| 'System.Drawing Jpeg 4:2:0' |     100 | 39.30 ms | 0.359 ms | 0.318 ms |  1.00 |
-|     'ImageSharp Jpeg 4:2:0' |     100 | 34.49 ms | 0.265 ms | 0.235 ms |  0.88 |
-|     'ImageSharp Jpeg 4:4:4' |     100 | 56.40 ms | 0.565 ms | 0.501 ms |  1.44 |
+BenchmarkDotNet=v0.13.0, OS=linuxmint 20.3
+AMD Ryzen 7 5800X, 1 CPU, 16 logical and 8 physical cores
+.NET SDK=6.0.200
+  [Host]     : .NET Core 3.1.22 (CoreCLR 4.700.21.56803, CoreFX 4.700.21.57101), X64 RyuJIT
+  DefaultJob : .NET Core 3.1.22 (CoreCLR 4.700.21.56803, CoreFX 4.700.21.57101), X64 RyuJIT
+
+
+|                              Method | Quality |      Mean |     Error |    StdDev | Ratio | RatioSD |
+|------------------------------------ |-------- |----------:|----------:|----------:|------:|--------:|
+|         'System.Drawing Jpeg 4:2:0' |      75 |  9.157 ms | 0.0138 ms | 0.0123 ms |  1.00 |    0.00 |
+| 'ImageSharp (greyscale) Jpeg 4:0:0' |      75 | 12.142 ms | 0.1321 ms | 0.1236 ms |  1.33 |    0.01 |
+|             'ImageSharp Jpeg 4:2:0' |      75 | 19.655 ms | 0.1057 ms | 0.0883 ms |  2.15 |    0.01 |
+|             'ImageSharp Jpeg 4:4:4' |      75 | 19.157 ms | 0.2852 ms | 0.2668 ms |  2.09 |    0.03 |
+|               'ImageSharp Jpeg rgb' |      75 | 26.404 ms | 0.3803 ms | 0.3557 ms |  2.89 |    0.04 |
+|                                     |         |           |           |           |       |         |
+|         'System.Drawing Jpeg 4:2:0' |      90 | 10.828 ms | 0.0727 ms | 0.0680 ms |  1.00 |    0.00 |
+| 'ImageSharp (greyscale) Jpeg 4:0:0' |      90 | 14.918 ms | 0.1089 ms | 0.1019 ms |  1.38 |    0.01 |
+|             'ImageSharp Jpeg 4:2:0' |      90 | 23.718 ms | 0.0301 ms | 0.0267 ms |  2.19 |    0.02 |
+|             'ImageSharp Jpeg 4:4:4' |      90 | 23.857 ms | 0.2387 ms | 0.2233 ms |  2.20 |    0.03 |
+|               'ImageSharp Jpeg rgb' |      90 | 34.700 ms | 0.2207 ms | 0.2064 ms |  3.20 |    0.03 |
+|                                     |         |           |           |           |       |         |
+|         'System.Drawing Jpeg 4:2:0' |     100 | 13.478 ms | 0.0054 ms | 0.0048 ms |  1.00 |    0.00 |
+| 'ImageSharp (greyscale) Jpeg 4:0:0' |     100 | 19.446 ms | 0.0803 ms | 0.0751 ms |  1.44 |    0.01 |
+|             'ImageSharp Jpeg 4:2:0' |     100 | 30.339 ms | 0.4578 ms | 0.4282 ms |  2.25 |    0.03 |
+|             'ImageSharp Jpeg 4:4:4' |     100 | 39.056 ms | 0.1779 ms | 0.1664 ms |  2.90 |    0.01 |
+|               'ImageSharp Jpeg rgb' |     100 | 51.828 ms | 0.3336 ms | 0.3121 ms |  3.85 |    0.02 |
 */