// Copyright (c) Six Labors and contributors. // Licensed under the Apache License, Version 2.0. using System; using System.Linq; using System.Numerics; using System.Runtime.CompilerServices; using System.Runtime.InteropServices; using SixLabors.ImageSharp.Common.Tuples; using Xunit; using Xunit.Abstractions; namespace SixLabors.ImageSharp.Tests.Common { public class SimdUtilsTests { private ITestOutputHelper Output { get; } public SimdUtilsTests(ITestOutputHelper output) { this.Output = output; } private static int R(float f) => (int)Math.Round(f, MidpointRounding.AwayFromZero); private static int Re(float f) => (int)Math.Round(f, MidpointRounding.ToEven); // TODO: Move this to a proper test class! [Theory] [InlineData(0.32, 54.5, -3.5, -4.1)] [InlineData(5.3, 536.4, 4.5, 8.1)] public void PseudoRound(float x, float y, float z, float w) { var v = new Vector4(x, y, z, w); Vector4 actual = v.PseudoRound(); Assert.Equal(R(v.X), (int)actual.X); Assert.Equal(R(v.Y), (int)actual.Y); Assert.Equal(R(v.Z), (int)actual.Z); Assert.Equal(R(v.W), (int)actual.W); } private static Vector CreateExactTestVector1() { float[] data = new float[Vector.Count]; data[0] = 0.1f; data[1] = 0.4f; data[2] = 0.5f; data[3] = 0.9f; for (int i = 4; i < Vector.Count; i++) { data[i] = data[i - 4] + 100f; } return new Vector(data); } private static Vector CreateRandomTestVector(int seed, float min, float max) { float[] data = new float[Vector.Count]; var rnd = new Random(); for (int i = 0; i < Vector.Count; i++) { float v = (float)rnd.NextDouble() * (max - min) + min; data[i] = v; } return new Vector(data); } [Fact] public void FastRound() { Vector v = CreateExactTestVector1(); Vector r = v.FastRound(); this.Output.WriteLine(r.ToString()); AssertEvenRoundIsCorrect(r, v); } [Theory] [InlineData(1, 1f)] [InlineData(1, 10f)] [InlineData(1, 1000f)] [InlineData(42, 1f)] [InlineData(42, 10f)] [InlineData(42, 1000f)] public void FastRound_RandomValues(int seed, float scale) { Vector v = CreateRandomTestVector(seed, -scale * 0.5f, scale * 0.5f); Vector r = v.FastRound(); this.Output.WriteLine(v.ToString()); this.Output.WriteLine(r.ToString()); AssertEvenRoundIsCorrect(r, v); } private bool SkipOnNonAvx2([CallerMemberName] string testCaseName = null) { if (!SimdUtils.IsAvx2CompatibleArchitecture) { this.Output.WriteLine("Skipping AVX2 specific test case: " + testCaseName); return true; } return false; } [Theory] [InlineData(1, 0)] [InlineData(1, 8)] [InlineData(2, 16)] [InlineData(3, 128)] public void BulkConvertNormalizedFloatToByte_WithRoundedData(int seed, int count) { if (this.SkipOnNonAvx2()) { return; } float[] orig = new Random(seed).GenerateRandomRoundedFloatArray(count, 0, 256); float[] normalized = orig.Select(f => f / 255f).ToArray(); byte[] dest = new byte[count]; SimdUtils.BulkConvertNormalizedFloatToByte(normalized, dest); byte[] expected = orig.Select(f => (byte)(f)).ToArray(); Assert.Equal(expected, dest); } [Theory] [InlineData(1, 0)] [InlineData(1, 8)] [InlineData(2, 16)] [InlineData(3, 128)] public void BulkConvertNormalizedFloatToByte_WithNonRoundedData(int seed, int count) { if (this.SkipOnNonAvx2()) { return; } float[] source = new Random(seed).GenerateRandomFloatArray(count, 0, 1f); byte[] dest = new byte[count]; SimdUtils.BulkConvertNormalizedFloatToByte(source, dest); byte[] expected = source.Select(f => (byte)Math.Round(f * 255f)).ToArray(); Assert.Equal(expected, dest); } private static float Clamp255(float x) => Math.Min(255f, Math.Max(0f, x)); [Theory] [InlineData(1, 0)] [InlineData(1, 8)] [InlineData(2, 16)] [InlineData(3, 128)] public void BulkConvertNormalizedFloatToByteClampOverflows(int seed, int count) { if (this.SkipOnNonAvx2()) { return; } float[] orig = new Random(seed).GenerateRandomRoundedFloatArray(count, -50, 444); float[] normalized = orig.Select(f => f / 255f).ToArray(); byte[] dest = new byte[count]; SimdUtils.BulkConvertNormalizedFloatToByteClampOverflows(normalized, dest); byte[] expected = orig.Select(f => (byte)Clamp255(f)).ToArray(); Assert.Equal(expected, dest); } [Theory] [InlineData(0)] [InlineData(7)] [InlineData(42)] [InlineData(255)] [InlineData(256)] [InlineData(257)] private void MagicConvertToByte(float value) { byte actual = MagicConvert(value / 256f); byte expected = (byte)value; Assert.Equal(expected, actual); } [Fact] private void BulkConvertNormalizedFloatToByte_Step() { if (this.SkipOnNonAvx2()) { return; } float[] source = { 0, 7, 42, 255, 0.5f, 1.1f, 2.6f, 16f }; var expected = source.Select(f => (byte)Math.Round(f)).ToArray(); source = source.Select(f => f / 255f).ToArray(); Span dest = stackalloc byte[8]; this.MagicConvert(source, dest); Assert.True(dest.SequenceEqual(expected)); } private static byte MagicConvert(float x) { float f = 32768.0f + x; uint i = Unsafe.As(ref f); return (byte)i; } private void MagicConvert(Span source, Span dest) { var magick = new Vector(32768.0f); Vector scale = new Vector(255f) / new Vector(256f); Vector x = MemoryMarshal.Cast>(source)[0]; x = (x * scale) + magick; Tuple8.OfUInt32 ii = default; ref Vector iiRef = ref Unsafe.As>(ref ii); iiRef = x; //Tuple8.OfUInt32 ii = Unsafe.As, Tuple8.OfUInt32>(ref x); ref Tuple8.OfByte d = ref MemoryMarshal.Cast(dest)[0]; d.LoadFrom(ref ii); this.Output.WriteLine(ii.ToString()); this.Output.WriteLine(d.ToString()); } private static void AssertEvenRoundIsCorrect(Vector r, Vector v) { for (int i = 0; i < Vector.Count; i++) { int actual = (int)r[i]; int expected = Re(v[i]); Assert.Equal(expected, actual); } } } }