Simd/docs/2026.html at 00730d09726ddadb904de5123c5e58dbb24006d0 · ermig1979/Simd · GitHub

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<title>Simd Library Release Notes (2026)</title>
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<hr/>
<h3 id="R165">August X, 2026 (version 7.2.165)</h3>
<h4>Algorithms</h4>
<h5>New features</h5>
<ul>
 <li>SVE2 optimizations of class SynetConvolution32fGemmNN.</li>
 <li>SVE2 optimizations of class SynetConvolution32fGemmNT.</li>
 <li>SVE2 optimizations of class SynetConvolution32fWinograd.</li>
 <li>NEON, SVE2 optimizations of class SynetConvolution32fNhwcGroupedBlock1x2.</li>
 <li>SVE2 optimizations of class SynetConvolution32fDirectNchw.</li>
 <li>SVE2 optimizations of class SynetConvolution32fNhwcDepthwise.</li>
 <li>SVE2 optimizations of class SynetConvolution32fDepthwiseDotProduct.</li>
 <li>SVE2 optimizations of class SynetConvolution32fNhwcDirect.</li>
 <li>SVE2 optimizations of class SynetInnerProduct32fGemm.</li>
 <li>SVE2 optimizations of class SynetInnerProduct32fProd.</li>
 <li>SVE2 optimizations of class SynetInnerProduct16bGemmNN.</li>
 <li>NEON optimizations of class SynetInnerProduct16bGemmNN.</li>
</ul>
<h5>Improving</h5>
<ul>
 <li>SVE2 optimizations of class SynetInnerProduct16bGemmNN (use of svbfdot_f32).</li>
</ul>
<h5>Renaming</h5>
<ul>
 <li>Rename function SimdVectorProduct to SimdCreateMask.</li>
 <li>Rename function Simd::VectorProduct to Simd::CreateMask.</li>
 <li>Rename function SimdNeuralAddVectorMultipliedByValue to SimdSynetAddVectorMultipliedByValue.</li>
 <li>Rename function Simd::NeuralAddVectorMultipliedByValue to Simd::SynetAddVectorMultipliedByValue.</li>
</ul>
<h5>Removing</h5>
<ul>
 <li>Separate support of SVE extension (ARM/ARM64 platform).</li>
</ul>

<h4>Documentation</h4>
<h5>Improving</h5>
<ul>
 <li>Improved description of function Simd::BackgroundGrowRangeSlow.</li>
 <li>Improved description of function Simd::BackgroundGrowRangeFast.</li>
 <li>Improved description of function Simd::BackgroundIncrementCount.</li>
 <li>Improved description of function Simd::BackgroundAdjustRange.</li>
 <li>Improved description of function Simd::BackgroundShiftRange.</li>
 <li>Improved description of function Simd::BackgroundInitMask.</li>
 <li>Improved description of function Simd::Base64Decode.</li>
 <li>Improved description of function Simd::Base64Encode.</li>
 <li>Improved description of function Simd::BayerToBgr.</li>
 <li>Improved description of function Simd::BayerToBgra.</li>
 <li>Improved description of function Simd::BgraToBayer.</li>
 <li>Improved description of function Simd::BgraToBgr.</li>
 <li>Improved description of function Simd::BgraToGray.</li>
 <li>Improved description of function Simd::BgraToRgb.</li>
 <li>Improved description of function Simd::BgraToRgba.</li>
 <li>Improved description of function Simd::BgraToYuv420p.</li>
 <li>Improved description of function Simd::BgraToYuv422p.</li>
 <li>Improved description of function Simd::BgraToYuv444p.</li>
 <li>Improved description of function Simd::BgraToYuva420p.</li>
 <li>Improved description of function Simd::BgrToBayer.</li>
 <li>Improved description of function Simd::BgrToBgra.</li>
 <li>Improved description of function Simd::Bgr48pToBgra32.</li>
 <li>Improved description of function Simd::BgrToGray.</li>
 <li>Improved description of function Simd::BgrToHsl.</li>
 <li>Improved description of function Simd::BgrToHsv.</li>
 <li>Improved description of function Simd::BgrToLab.</li>
 <li>Improved description of function Simd::BgrToRgb.</li>
 <li>Improved description of function Simd::BgrToRgba.</li>
 <li>Improved description of function Simd::BgrToYuv420p.</li>
 <li>Improved description of function Simd::BgrToYuv422p.</li>
 <li>Improved description of function Simd::BgrToYuv444p.</li>
 <li>Improved description of function Simd::Binarization.</li>
 <li>Improved description of function Simd::AveragingBinarization.</li>
 <li>Improved description of function Simd::AveragingBinarizationV2.</li>
 <li>Improved description of function Simd::ConditionalCount8u.</li>
 <li>Improved description of function Simd::ConditionalCount16i.</li>
 <li>Improved description of function Simd::ConditionalSum.</li>
 <li>Improved description of function Simd::ConditionalSquareSum.</li>
</ul>

<a href="#HOME">Home</a>
<hr/>
<h3 id="R164">August 3, 2026 (version 7.2.164)</h3>
<h4>Algorithms</h4>
<h5>New features</h5>
<ul>
 <li>SVE2 optimizations of function AbsDifference.</li>
 <li>SVE2 optimizations of function AbsDifferenceSum.</li>
 <li>SVE2 optimizations of function AbsDifferenceSumMasked.</li>
 <li>SVE2 optimizations of function AbsDifferenceSums3x3.</li>
 <li>SVE2 optimizations of function AbsDifferenceSums3x3Masked.</li>
 <li>SVE2 optimizations of function AbsGradientSaturatedSum.</li>
 <li>SVE2 optimizations of function Int16ToGray.</li>
 <li>SVE2 optimizations of function OperationBinary8u.</li>
 <li>SVE2 optimizations of function OperationBinary16i.</li>
 <li>SVE2 optimizations of function DeinterleaveUv.</li>
 <li>SVE2 optimizations of function DeinterleaveBgr.</li>
 <li>SVE2 optimizations of function DeinterleaveBgra.</li>
 <li>SVE2 optimizations of function InterleaveBgr.</li>
 <li>SVE2 optimizations of function InterleaveBgra.</li>
 <li>SVE2 optimizations of function GetStatistic.</li>
 <li>NEON, SVE2 optimizations of function GetColSums.</li>
 <li>SVE2 optimizations of class ResizerByteArea1x1.</li>
 <li>SVE2 optimizations of class ResizerByteArea2x2.</li>
 <li>SVE2 optimizations of class ResizerByteBilinearOpenCv.</li>
 <li>SVE2 optimizations of class ResizerByteBilinear.</li>
 <li>SVE2 optimizations of class ResizerByteBicubic.</li>
 <li>SVE2 optimizations of class ResizerBf16Bilinear.</li>
 <li>SVE2 optimizations of class ResizerFloatBilinear.</li>
 <li>SVE2 optimizations of class ResizerNearest.</li>
 <li>NEON, SVE2 optimizations of class RecursiveBilateralFilterFast.</li>
 <li>NEON, SVE2 optimizations of class RecursiveBilateralFilterPrecize.</li>
 <li>SVE2 optimizations of function StretchGray2x2.</li>
 <li>SVE2 optimizations of function ShiftBilinear.</li>
 <li>NEON, SVE2 optimizations of function SynetAdd16b.</li>
 <li>SVE2 optimizations of function SynetAdd8i.</li>
 <li>SVE2 optimizations of function SynetAddBias.</li>
 <li>NEON, SVE2 optimizations of function SynetChannelSum16b.</li>
 <li>SVE2 optimizations of function SynetConvert32fTo8u.</li>
 <li>SVE2 optimizations of function SynetConvert8uTo32f.</li>
 <li>SVE2 optimizations of class SynetConvolution8iNhwcDirect.</li>
 <li>SVE2 optimizations of classes SynetDeconvolution32fGemmNN and SynetDeconvolution32fNhwcDirect2x2.</li>
 <li>SVE2 optimizations of function SynetDequantizeLinear.</li>
 <li>SVE2 optimizations of function SynetEltwiseLayerForward.</li>
 <li>SVE2 optimizations of function SynetElu32f.</li>
 <li>SVE2 optimizations of function SynetGelu32f.</li>
 <li>SVE2 optimizations of function SynetHardSigmoid32f.</li>
 <li>SVE2 optimizations of function SynetHswish32f.</li>
 <li>SVE2 optimizations of classes SynetMergedConvolution32fCdc, SynetMergedConvolution32fCd and SynetMergedConvolution32fDc.</li>
 <li>NEON, SVE2 optimizations of classes SynetMergedConvolution8iCdc, SynetMergedConvolution8iCd and SynetMergedConvolution8iDc.</li>
 <li>SVE2 optimizations of function SynetMish32f.</li>
 <li>SVE2 optimizations of function SynetPreluLayerForward.</li>
 <li>SVE2 optimizations of function SynetRelu32f.</li>
 <li>NEON, SVE2 optimizations of function SynetRelu16b.</li>
 <li>SVE2 optimizations of function SynetRestrictRange32f.</li>
 <li>SVE2 optimizations of function SynetSigmoid32f.</li>
 <li>SVE2 optimizations of function SynetNormalizeLayerForward.</li>
 <li>SVE2 optimizations of function SynetNormalizeLayerForwardV2.</li>
 <li>NEON, SVE2 optimizations of function SynetNormalizeLayerForward16bV2.</li>
 <li>SVE2 optimizations of function SynetNormalizeLayerForwardV3.</li>
 <li>SVE2 optimizations of function SynetNormalizeLayerForwardV4.</li>
 <li>SVE2 optimizations of function SynetPoolingAverage.</li>
 <li>SVE2 optimizations of function SynetPoolingMax32f.</li>
 <li>NEON, SVE2 optimizations of function SynetPoolingMax16b.</li>
 <li>SVE2 optimizations of function SynetPoolingMax8u.</li>
 <li>SVE2 optimizations of function SynetPermuteInit.</li>
 <li>SVE2 optimizations of class SynetQuantizedAddUniform.</li>
 <li>SVE2 optimizations of function SynetQuantizedScaleLayerForward.</li>
 <li>SVE2 optimizations of function SynetScaleLayerForward.</li>
 <li>SVE2 optimizations of class SynetScale8i.</li>
 <li>NEON, SVE2 optimizations of class SynetScale16b.</li>
 <li>SVE2 optimizations of function SynetShuffleLayerForward.</li>
 <li>SVE2 optimizations of function SynetSoftmax32f.</li>
 <li>NEON, SVE2 optimizations of function SynetSoftmax16b.</li>
 <li>SVE2 optimizations of function SynetSoftplus32f.</li>
 <li>SVE2 optimizations of function SynetSetInput.</li>
 <li>SVE2 optimizations of function SynetSwish32f.</li>
 <li>SVE2 optimizations of function SynetTanh32f.</li>
 <li>SVE2 optimizations of function SynetTiledScale2D32f.</li>
 <li>SVE2 optimizations of function SynetUnaryOperation32f.</li>
 <li>NEON, SVE2 optimizations of function SynetInnerProduct8i.</li>
 <li>SVE2 optimizations of function SynetInnerProductLayerForward.</li>
 <li>SVE2 optimizations of function SynetLrnLayerCrossChannels.</li>
 <li>NEON, SVE2 optimizations of class SynetGridSample2d32fBlZ.</li>
 <li>SVE2 optimizations of function TextureBoostedSaturatedGradient.</li>
 <li>SVE2 optimizations of function TextureBoostedUv.</li>
 <li>NEON, SVE2 optimizations of class WarpAffineNearest.</li>
 <li>NEON, SVE2 optimizations of class WarpAffineByteBilinear.</li>
 <li>SVE2 optimizations of function WinogradKernel1x3Block1x4SetFilter.</li>
 <li>SVE2 optimizations of function WinogradKernel1x3Block1x4SetInput.</li>
 <li>SVE2 optimizations of function WinogradKernel1x3Block1x4SetOutput.</li>
 <li>SVE2 optimizations of function WinogradKernel1x5Block1x4SetFilter.</li>
 <li>SVE2 optimizations of function WinogradKernel1x5Block1x4SetInput.</li>
 <li>SVE2 optimizations of function WinogradKernel1x5Block1x4SetOutput.</li>
 <li>SVE2 optimizations of function WinogradKernel2x2Block2x2SetFilter.</li>
 <li>SVE2 optimizations of function WinogradKernel2x2Block2x2SetInput.</li>
 <li>SVE2 optimizations of function WinogradKernel2x2Block2x2SetOutput.</li>
 <li>SVE2 optimizations of function WinogradKernel2x2Block4x4SetFilter.</li>
 <li>SVE2 optimizations of function WinogradKernel2x2Block4x4SetInput.</li>
 <li>SVE2 optimizations of function WinogradKernel2x2Block4x4SetOutput.</li>
 <li>SVE2 optimizations of function WinogradKernel3x3Block2x2SetFilter.</li>
 <li>SVE2 optimizations of function WinogradKernel3x3Block2x2SetInput.</li>
 <li>SVE2 optimizations of function WinogradKernel3x3Block2x2SetOutput.</li>
 <li>SVE2 optimizations of function WinogradKernel3x3Block3x3SetFilter.</li>
 <li>SVE2 optimizations of function WinogradKernel3x3Block3x3SetInput.</li>
 <li>SVE2 optimizations of function WinogradKernel3x3Block3x3SetOutput.</li>
 <li>SVE2 optimizations of function WinogradKernel3x3Block4x4SetFilter.</li>
 <li>SVE2 optimizations of function WinogradKernel3x3Block4x4SetInput.</li>
 <li>SVE2 optimizations of function WinogradKernel3x3Block4x4SetOutput.</li>
 <li>SVE2 optimizations of function TextureGetDifferenceSum.</li>
 <li>SVE2 optimizations of function TexturePerformCompensation.</li>
 <li>SVE2 optimizations of function TransformImage.</li>
 <li>SVE2 optimizations of function Uyvy422ToBgr.</li>
 <li>SVE2 optimizations of function Uyvy422ToYuv420p.</li>
 <li>SVE2 optimizations of function Uint8ToFloat32.</li>
 <li>SVE2 optimizations of function VectorProduct.</li>
 <li>SVE2 optimizations of function VectorNormNa16f.</li>
 <li>SVE2 optimizations of function VectorNormNp16f.</li>
 <li>SVE2 optimizations of function Yuv420pToBgrV2.</li>
 <li>SVE2 optimizations of function Yuv420pToRgbV2.</li>
 <li>SVE2 optimizations of function Yuv420pToBgraV2.</li>
 <li>SVE2 optimizations of function Yuva420pToBgraV2.</li>
 <li>SVE2 optimizations of function Yuv420pToHue.</li>
 <li>SVE2 optimizations of function Yuv420pToUyvy422.</li>
 <li>SVE2 optimizations of function Yuv422pToBgrV2.</li>
 <li>SVE2 optimizations of function Yuv422pToRgbV2.</li>
 <li>SVE2 optimizations of function Yuv422pToBgraV2.</li>
 <li>SVE2 optimizations of function Yuva422pToBgraV2.</li>
 <li>SVE2 optimizations of function Yuva444pToBgraV2.</li>
 <li>SVE2 optimizations of function Yuv444pToBgrV2.</li>
 <li>SVE2 optimizations of function Yuv444pToRgbV2.</li>
 <li>SVE2 optimizations of function Yuv444pToBgraV2.</li>
 <li>SVE2 optimizations of function Yuv444pToHue.</li>
 <li>SVE2 optimizations of function Yuv444pToHsl.</li>
 <li>SVE2 optimizations of function Yuv444pToHsv.</li>
 <li>SVE2 optimizations of function Yuv444pToRgbaV2.</li>
 <li>SVE2 optimizations of function YToGray.</li>
 <li>SVE2 optimizations of function SynetQuantizeLinear.</li>
 <li>SVE2 optimizations of function SynetQuantizedConcatLayerForward.</li>
 <li>SVE2 optimizations of function SynetQuantizedShuffleLayerForward.</li>
 <li>SVE2 optimizations of function SynetQuantizedPreluLayerForward.</li>
 <li>Base implementation, SSE4.1, AVX2, AVX-512BW, NEON, SVE2 optimizations of function SynetQuantizedHswish.</li>
 <li>Base implementation, SSE4.1, AVX2, AVX-512BW, NEON, SVE2 optimizations of class SynetQuantizedMulUniversal.</li>
 <li>Base implementation, SSE4.1, AVX2, AVX-512BW, NEON, SVE2 optimizations of function SynetQuantizedHardSigmoid.</li>
 <li>Base implementation, SSE4.1, AVX2, AVX-512BW, NEON, SVE2 optimizations of function SynetQuantizedPoolingAverage.</li>
 <li>Base implementation, SSE4.1, AVX2, AVX-512BW, NEON, SVE2 optimizations of function SynetSetInput (for case channels == 4).</li>
</ul>
<h5>Improving</h5>
<ul>
 <li>SVE2 optimizations of function GrayToY.</li>
 <li>SVE2 optimizations of function YToGray.</li>
 <li>SSE4.1, AVX2, AVX-512BW, NEON, SVE2 optimizations of function GetColSums.</li>
 <li>SVE2 optimizations of class SynetConvolution8iNhwcDirect.</li>
 <li>SVE2 optimizations of function InterleaveBgra.</li>
 <li>SVE2 optimizations of function InterleaveBgr.</li>
 <li>SVE2 optimizations of function AlphaUnpremultiply.</li>
 <li>SVE2 optimizations of function Base64Decode.</li>
 <li>SVE2 optimizations of function BgrToBgra.</li>
 <li>SVE2 optimizations of function RgbToBgra.</li>
 <li>SVE2 optimizations of function DetectionLbpDetect16ii.</li>
 <li>SVE2 optimizations of function GaussianBlur3x3.</li>
</ul>
<h5>Removing</h5>
<ul>
 <li>SVE optimization of function AbsDifference.</li>
 <li>SVE optimization of function AbsDifferenceSum.</li>
 <li>SVE optimization of function AbsDifferenceSumMasked.</li>
 <li>SVE optimization of function AbsDifferenceSums3x3.</li>
 <li>SVE optimization of function AbsDifferenceSums3x3Masked.</li>
 <li>SVE optimization of function AbsGradientSaturatedSum.</li>
 <li>SVE optimization of function InterleaveUv.</li>
 <li>SVE optimization of function InterleaveBgra.</li>
 <li>SVE optimization of function InterleaveBgr.</li>
 <li>SVE optimization of function DeinterleaveUv.</li>
 <li>SVE optimization of function DeinterleaveBgra.</li>
 <li>SVE optimization of function DeinterleaveBgr.</li>
 <li>SVE optimization of function OperationBinary16i.</li>
 <li>SVE optimization of function OperationBinary8u.</li>
 <li>SVE optimization of function GetStatistic.</li>
</ul>
<h5>Bug fixing</h5>
<ul>
 <li>Error in NEON optimization of function CosineDistance16f.</li>
 <li>Error in SVE2 optimizations of class ResizerByteBilinear (buffer overrun in Debug for some destination widths).</li>
</ul>
<h5>Deprecation</h5>
<ul>
 <li>Set 'deprecated' warning for function SimdHogDirectionHistograms.</li>
 <li>Set 'deprecated' warning for function SimdHogExtractFeatures.</li>
 <li>Set 'deprecated' warning for function SimdHogDeinterleave.</li>
 <li>Set 'deprecated' warning for function SimdHogFilterSeparable.</li>
 <li>Set 'deprecated' warning for function Simd::HogDirectionHistograms.</li>
 <li>Set 'deprecated' warning for function SimdNeuralConvert.</li>
 <li>Set 'deprecated' warning for function SimdNeuralProductSum.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddVectorMultipliedByValue.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddVector.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddValue.</li>
 <li>Set 'deprecated' warning for function SimdNeuralDerivativeSigmoid.</li>
 <li>Set 'deprecated' warning for function SimdNeuralDerivativeTanh.</li>
 <li>Set 'deprecated' warning for function SimdNeuralDerivativeRelu.</li>
 <li>Set 'deprecated' warning for function SimdNeuralPow.</li>
 <li>Set 'deprecated' warning for function SimdNeuralUpdateWeights.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAdaptiveGradientUpdate.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddConvolution2x2Forward.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddConvolution3x3Forward.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddConvolution4x4Forward.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddConvolution5x5Forward.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddConvolution2x2Backward.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddConvolution3x3Backward.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddConvolution4x4Backward.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddConvolution5x5Backward.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddConvolution2x2Sum.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddConvolution3x3Sum.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddConvolution4x4Sum.</li>
 <li>Set 'deprecated' warning for function SimdNeuralAddConvolution5x5Sum.</li>
 <li>Set 'deprecated' warning for function SimdNeuralConvolutionForward.</li>
 <li>Set 'deprecated' warning for function SimdNeuralPooling1x1Max3x3.</li>
 <li>Set 'deprecated' warning for function SimdNeuralPooling2x2Max2x2.</li>
 <li>Set 'deprecated' warning for function SimdNeuralPooling2x2Max3x3.</li>
 <li>Set 'deprecated' warning for function Simd::NeuralConvert.</li>
</ul>

<h4>Test framework</h4>
<h5>New features</h5>
<ul>
 <li>Tests for verifying functionality of function SynetQuantizedHardSigmoid.</li>
 <li>Tests for verifying functionality of function SynetQuantizedHswish.</li>
 <li>Tests for verifying functionality of function SynetQuantizedMulInit.</li>
 <li>Tests for verifying functionality of function SynetQuantizedPoolingAverage.</li>
</ul>
<h5>Bug fixing</h5>
<ul>
 <li>Logical error in DifferenceSum16fAutoTest.</li>
</ul>

<h4>Documentation</h4>
<h5>Improving</h5>
 <li>Improved description of function Simd::PrintInfo.</li>
 <li>Improved description of function Simd::AbsDifference.</li>
 <li>Improved description of function Simd::AbsDifferenceSum.</li>
 <li>Improved description of function Simd::AbsDifferenceSums3x3.</li>
 <li>Improved description of function Simd::AbsGradientSaturatedSum.</li>
 <li>Improved description of function Simd::AddFeatureDifference.</li>
 <li>Improved description of function Simd::AlphaBlending.</li>
 <li>Improved description of function Simd::AlphaBlending2x.</li>
 <li>Improved description of function Simd::AlphaBlendingBgraToYuv420p.</li>
 <li>Improved description of function Simd::AlphaFilling.</li>
 <li>Improved description of function Simd::AlphaPremultiply.</li>
 <li>Improved description of function Simd::AlphaUnpremultiply.</li>
</ul>

<a href="#HOME">Home</a>
<hr/>
<h3 id="R163">July 1, 2026 (version 7.2.163)</h3>
<h4>Algorithms</h4>
<h5>New features</h5>
<ul>
 <li>Support of SVE2 extension (ARM/ARM64 platform).</li>
 <li>SVE2 optimizations of function Float32ToBFloat16.</li>
 <li>SVE2 optimizations of function BFloat16ToFloat32.</li>
 <li>SVE2 optimizations of function Float32ToUint8.</li>
 <li>SVE2 optimizations of function Float32ToFloat16.</li>
 <li>SVE2 optimizations of function Float16ToFloat32.</li>
 <li>SVE2 optimizations of function SquaredDifferenceSum16f.</li>
 <li>SVE2 optimizations of function NeuralConvert.</li>
 <li>SVE2 optimizations of function NeuralProductSum.</li>
 <li>SVE2 optimizations of function NeuralAddVectorMultipliedByValue.</li>
 <li>SVE2 optimizations of function NeuralAddVector.</li>
 <li>SVE2 optimizations of function NeuralAddValue.</li>
 <li>SVE2 optimizations of function NeuralDerivativeSigmoid.</li>
 <li>SVE2 optimizations of function NeuralDerivativeTanh.</li>
 <li>SVE2 optimizations of function NeuralDerivativeRelu.</li>
 <li>SVE2 optimizations of function NeuralPow.</li>
 <li>SVE2 optimizations of function NeuralUpdateWeights.</li>
 <li>SVE2 optimizations of function NeuralAdaptiveGradientUpdate.</li>
 <li>SVE2 optimizations of function NeuralAddConvolution2x2Forward.</li>
 <li>SVE2 optimizations of function NeuralAddConvolution3x3Forward.</li>
 <li>SVE2 optimizations of function NeuralAddConvolution4x4Forward.</li>
 <li>SVE2 optimizations of function NeuralAddConvolution5x5Forward.</li>
 <li>SVE2 optimizations of function NeuralAddConvolution2x2Backward.</li>
 <li>SVE2 optimizations of function NeuralAddConvolution3x3Backward.</li>
 <li>SVE2 optimizations of function NeuralAddConvolution4x4Backward.</li>
 <li>SVE2 optimizations of function NeuralAddConvolution5x5Backward.</li>
 <li>SVE2 optimizations of function NeuralAddConvolution2x2Sum.</li>
 <li>SVE2 optimizations of function NeuralAddConvolution3x3Sum.</li>
 <li>SVE2 optimizations of function NeuralAddConvolution4x4Sum.</li>
 <li>SVE2 optimizations of function NeuralAddConvolution5x5Sum.</li>
 <li>SVE2 optimizations of function NeuralConvolutionForward.</li>
 <li>SVE2 optimizations of function NeuralPooling1x1Max3x3.</li>
 <li>SVE2 optimizations of function NeuralPooling2x2Max2x2.</li>
 <li>SVE2 optimizations of function NeuralPooling2x2Max3x3.</li>
 <li>SVE2 optimizations of function GaussianBlurInit.</li>
 <li>SVE2 optimizations of function GaussianBlur3x3.</li>
 <li>SVE2 optimizations of function CosineDistance16f.</li>
 <li>SVE2 optimizations of function CosineDistancesMxNa16f.</li>
 <li>SVE2 optimizations of function CosineDistancesMxNp16f.</li>
 <li>SVE2 optimizations of function CosineDistance32f.</li>
 <li>SVE2 optimizations of function Gemm32fNN.</li>
 <li>SVE2 optimizations of function Gemm32fNT.</li>
 <li>SVE2 optimizations of function DescrIntEncode32f.</li>
 <li>SVE2 optimizations of function DescrIntEncode16f.</li>
 <li>SVE2 optimizations of function DescrIntDecode32f.</li>
 <li>SVE2 optimizations of function DescrIntDecode16f.</li>
 <li>SVE2 optimizations of function DescrIntCosineDistance.</li>
 <li>SVE2 optimizations of function DescrIntCosineDistancesMxNa.</li>
 <li>SVE2 optimizations of function DescrIntCosineDistancesMxNp.</li>
 <li>SVE2 optimizations of function BgrToBgra.</li>
 <li>SVE2 optimizations of function RgbToBgra.</li>
 <li>SVE2 optimizations of function BgraToBgr.</li>
 <li>SVE2 optimizations of function BgraToRgb.</li>
 <li>SVE2 optimizations of function BgraToRgba.</li>
 <li>SVE2 optimizations of function BgrToGray.</li>
 <li>SVE2 optimizations of function BgrToRgb.</li>
 <li>SVE2 optimizations of function RgbToGray.</li>
 <li>SVE2 optimizations of function BgraToGray.</li>
 <li>SVE2 optimizations of function RgbaToGray.</li>
 <li>SVE2 optimizations of function BgraToYuv420pV2.</li>
 <li>SVE2 optimizations of function BgraToYuv422pV2.</li>
 <li>SVE2 optimizations of function BgraToYuv444pV2.</li>
 <li>SVE2 optimizations of function BgraToYuva420pV2.</li>
 <li>SVE2 optimizations of function Bgr48pToBgra32.</li>
 <li>SVE2 optimizations of function BgrToHsl.</li>
 <li>SVE2 optimizations of function BgrToHsv.</li>
 <li>SVE2 optimizations of function BgrToLab.</li>
 <li>SVE2 optimizations of function GrayToBgr.</li>
 <li>SVE2 optimizations of function GrayToBgra.</li>
 <li>SVE2 optimizations of function GrayToY.</li>
 <li>SVE2 optimizations of function ReduceColor2x2.</li>
 <li>SVE2 optimizations of function ReduceGray2x2.</li>
 <li>SVE2 optimizations of function ReduceGray3x3.</li>
 <li>SVE2 optimizations of function ReduceGray4x4.</li>
 <li>SVE2 optimizations of function ReduceGray5x5.</li>
 <li>SVE2 optimizations of function BgrToYuv420pV2.</li>
 <li>SVE2 optimizations of function BgrToYuv422pV2.</li>
 <li>SVE2 optimizations of function BgrToYuv444pV2.</li>
 <li>SVE2 optimizations of function Reorder16bit.</li>
 <li>SVE2 optimizations of function Reorder32bit.</li>
 <li>SVE2 optimizations of function Reorder64bit.</li>
 <li>SVE2 optimizations of function SegmentationChangeIndex.</li>
 <li>SVE2 optimizations of function SegmentationFillSingleHoles.</li>
 <li>SVE2 optimizations of function SegmentationPropagate2x2.</li>
 <li>SVE2 optimizations of function SegmentationShrinkRegion.</li>
 <li>SVE2 optimizations of function BayerToBgr.</li>
 <li>SVE2 optimizations of function BayerToBgra.</li>
 <li>SVE2 optimizations of function BgraToBayer.</li>
 <li>SVE2 optimizations of function BgrToBayer.</li>
 <li>SVE2 optimizations of function Base64Decode.</li>
 <li>SVE2 optimizations of function Base64Encode.</li>
 <li>SVE2 optimizations of function GetRowSums.</li>
 <li>SVE2 optimizations of function GetColSums.</li>
 <li>SVE2 optimizations of function GetAbsDyRowSums.</li>
 <li>SVE2 optimizations of function GetAbsDxColSums.</li>
 <li>SVE2 optimizations of function GetMoments.</li>
 <li>SVE2 optimizations of function GetObjectMoments.</li>
 <li>SVE2 optimizations of function ValueSum.</li>
 <li>SVE2 optimizations of function SquareSum.</li>
 <li>SVE2 optimizations of function ValueSquareSum.</li>
 <li>SVE2 optimizations of function ValueSquareSums.</li>
 <li>SVE2 optimizations of function CorrelationSum.</li>
 <li>SVE2 optimizations of function SquaredDifferenceSum.</li>
 <li>SVE2 optimizations of function SquaredDifferenceSumMasked.</li>
 <li>SVE2 optimizations of function SquaredDifferenceSum32f.</li>
 <li>SVE2 optimizations of function SquaredDifferenceKahanSum32f.</li>
 <li>SVE2 optimizations of function ConditionalCount8u.</li>
 <li>SVE2 optimizations of function ConditionalCount16i.</li>
 <li>SVE2 optimizations of function ConditionalSum.</li>
 <li>SVE2 optimizations of function ConditionalSquareSum.</li>
 <li>SVE2 optimizations of function ConditionalSquareGradientSum.</li>
 <li>SVE2 optimizations of function ConditionalFill.</li>
 <li>SVE2 optimizations of function AbsSecondDerivativeHistogram.</li>
 <li>SVE2 optimizations of function HistogramMasked.</li>
 <li>SVE2 optimizations of function HistogramConditional.</li>
 <li>SVE2 optimizations of function MedianFilterRhomb3x3.</li>
 <li>SVE2 optimizations of function MedianFilterRhomb5x5.</li>
 <li>SVE2 optimizations of function MedianFilterSquare3x3.</li>
 <li>SVE2 optimizations of function MedianFilterSquare5x5.</li>
 <li>SVE2 optimizations of function MinFilterSquare5x5.</li>
 <li>SVE2 optimizations of function SobelDx.</li>
 <li>SVE2 optimizations of function SobelDxAbs.</li>
 <li>SVE2 optimizations of function SobelDxAbsSum.</li>
 <li>SVE2 optimizations of function SobelDy.</li>
 <li>SVE2 optimizations of function SobelDyAbs.</li>
 <li>SVE2 optimizations of function SobelDyAbsSum.</li>
 <li>SVE2 optimizations of function HogDirectionHistograms.</li>
 <li>SVE2 optimizations of function HogExtractFeatures.</li>
 <li>SVE2 optimizations of function HogDeinterleave.</li>
 <li>SVE2 optimizations of function HogFilterSeparable.</li>
 <li>SVE2 optimizations of function AddFeatureDifference.</li>
 <li>SVE2 optimizations of function AlphaBlending.</li>
 <li>SVE2 optimizations of function AlphaBlending2x.</li>
 <li>SVE2 optimizations of function AlphaBlendingBgraToYuv420p.</li>
 <li>SVE2 optimizations of function AlphaBlendingUniform.</li>
 <li>SVE2 optimizations of function AlphaFilling.</li>
 <li>SVE2 optimizations of function AlphaPremultiply.</li>
 <li>SVE2 optimizations of function AlphaUnpremultiply.</li>
 <li>SVE2 optimizations of function BackgroundGrowRangeSlow.</li>
 <li>SVE2 optimizations of function BackgroundGrowRangeFast.</li>
 <li>SVE2 optimizations of function BackgroundAdjustRangeMasked.</li>
 <li>SVE2 optimizations of function BackgroundAdjustRange.</li>
 <li>SVE2 optimizations of function BackgroundShiftRange.</li>
 <li>SVE2 optimizations of function BackgroundShiftRangeMasked.</li>
 <li>SVE2 optimizations of function BackgroundInitMask.</li>
 <li>SVE2 optimizations of function Binarization.</li>
 <li>SVE2 optimizations of function AveragingBinarization.</li>
 <li>SSE4.1, AVX2, AVX-512BW, NEON, SVE2 optimizations of function AveragingBinarizationV2.</li>
 <li>SVE2 optimizations of function ContourMetrics.</li>
 <li>SVE2 optimizations of function ContourMetricsMasked.</li>
 <li>SVE2 optimizations of function ContourAnchors.</li>
 <li>SVE2 optimizations of function Laplace.</li>
 <li>SVE2 optimizations of function LaplaceAbs.</li>
 <li>SVE2 optimizations of function LaplaceAbsSum.</li>
 <li>SVE2 optimizations of function LbpEstimate.</li>
 <li>SVE2 optimizations of function MaxFilterSquare3x3.</li>
 <li>SVE2 optimizations of function MaxFilterSquare5x5.</li>
 <li>SVE2 optimizations of function MinFilterSquare3x3.</li>
 <li>SVE2 optimizations of function MeanFilter3x3.</li>
 <li>SVE2 optimizations of function MidpointFilterSquare3x3.</li>
 <li>SVE2 optimizations of function MidpointFilterSquare5x5.</li>
 <li>SVE2 optimizations of function DetectionHaarDetect32fp.</li>
 <li>SVE2 optimizations of function DetectionHaarDetect32fi.</li>
 <li>SVE2 optimizations of function DetectionLbpDetect32fp.</li>
 <li>SVE2 optimizations of function DetectionLbpDetect32fi.</li>
 <li>SVE2 optimizations of function DetectionLbpDetect16ip.</li>
 <li>SVE2 optimizations of function DetectionLbpDetect16ii.</li>
 <li>SVE2 optimizations of function Fill32f.</li>
 <li>SVE2 optimizations of function FillBgr.</li>
 <li>SVE2 optimizations of function FillBgra.</li>
 <li>SVE2 optimizations of function FillPixel.</li>
 <li>SVE2 optimizations of function InterleaveUv.</li>
 <li>Support of RISCV/RISCV64 platform.</li>
 <li>Base implementation, AMX-BF16 optimizations of class SynetQuantizedConvolutionNhwcGemmV1.</li>
 <li>Base implementation, AMX-BF16 optimizations of class SynetQuantizedConvolutionNhwcSpecV1.</li>
 <li>Base implementation, AMX-BF16 optimizations of class SynetQuantizedInnerProductGemmV1.</li>
</ul>
<h5>Improving</h5>
<ul>
 <li>NEON optimizations of function BFloat16ToFloat32.</li>
</ul>
<h5>Removing</h5>
<ul>
 <li>SVE optimization of function BgrToRgb.</li>
 <li>SVE optimization of function BackgroundGrowRangeSlow.</li>
 <li>SVE optimization of function BackgroundGrowRangeFast.</li>
 <li>Synet support for Visual Studio (32-bit platform).</li>
</ul>
<h5>Bug fixing</h5>
<ul>
 <li>Crash in SSE4.1, AVX2, AVX-512BW, NEON optimizations of class SynetMergedConvolution32fCdc.</li>
 <li>Crash in SSE4.1, AVX2, AVX-512BW, AMX-BF16 optimizations of class SynetMergedConvolution16bCdc.</li>
 <li>Crash in SSE4.1, AVX2, AVX-512BW optimizations of class SynetMergedConvolution8iCdc.</li>
 <li>Compiler error when disabled SIMD_SYNET option.</li>
 <li>Compiler error when disabled SIMD_AVX512VNNI option.</li>
 <li>Compiler error when disabled SIMD_AMXBF16 option.</li>
 <li>Compiler error when disabled SIMD_AMXBF16 option on machine with AMX.</li>
</ul>
<h5>Renaming</h5>
<ul>
 <li>Class SynetQuantizedConvolutionNhwcGemm to SynetQuantizedConvolutionNhwcGemmV0.</li>
 <li>Class SynetQuantizedInnerProductGemmNN to SynetQuantizedInnerProductGemmV0.</li>
</ul>

<h4>Test framework</h4>
<h5>New features</h5>
<ul>
 <li>Tests for verifying functionality of SVE2 version of function DeinterleaveBgr.</li>
 <li>Tests for verifying functionality of SVE2 version of function InterleaveUv.</li>
 <li>Tests for verifying functionality of SVE2 version of function GetStatistic.</li>
</ul>
<h5>Bug fixing</h5>
<ul>
 <li>Crash in Error in MakeAutoTests.</li>
</ul>

<h4>Documentation</h4>
<h5>Improving</h5>
<ul>
 <li>Description of structure Simd::Allocator.</li>
 <li>Description of type SimdBayerLayoutType.</li>
 <li>Description of type SimdBool.</li>
 <li>Description of type SimdCompareType.</li>
 <li>Description of type SimdConvolutionActivationType.</li>
 <li>Description of type SimdCpuDescType.</li>
 <li>Description of type SimdCpuInfoType.</li>
 <li>Description of type SimdDetectionInfoFlags.</li>
 <li>Description of type SimdGridSampleInterpType.</li>
 <li>Description of type SimdGridSamplePaddingType.</li>
 <li>Description of type SimdImageFileType.</li>
 <li>Description of type SimdOperationBinary8uType.</li>
 <li>Description of type SimdOperationBinary16iType.</li>
 <li>Description of type SimdPixelFormatType.</li>
 <li>Description of type SimdRecursiveBilateralFilterFlags.</li>
 <li>Description of type SimdReduceType.</li>
 <li>Description of type SimdResizeChannelType.</li>
 <li>Description of type SimdResizeMethodType.</li>
 <li>Description of type SimdShiftDetectorTextureType.</li>
 <li>Description of type SimdShiftDetectorDifferenceType.</li>
 <li>Description of type SimdSynetCompatibilityType.</li>
 <li>Description of type SimdSynetEltwiseOperationType.</li>
 <li>Description of type SimdSynetUnaryOperation32fType.</li>
 <li>Description of type SimdTensorFormatType.</li>
 <li>Description of type SimdTensorDataType.</li>
 <li>Description of type SimdTransformType.</li>
 <li>Description of type SimdWarpAffineFlags.</li>
 <li>Description of type SimdYuvType.</li>
 <li>Description of structure Simd::ContourDetector.</li>
 <li>Description of structure Simd::Detection.</li>
 <li>Description of structure SimdConvolutionParameters.</li>
 <li>Description of function SimdBgrToLab.</li>
 <li>Description of function SimdBgrToRgb.</li>
 <li>Description of function SimdBgrToYuv420pV2.</li>
 <li>Description of function SimdBgrToYuv422pV2.</li>
 <li>Description of function SimdBgrToYuv444pV2.</li>
 <li>Description of function SimdBinarization.</li>
 <li>Description of function SimdAveragingBinarization.</li>
 <li>Description of function SimdAveragingBinarizationV2.</li>
 <li>Description of function SimdConditionalCount8u.</li>
 <li>Description of function SimdConditionalCount16i.</li>
 <li>Description of function SimdConditionalSum.</li>
 <li>Description of function SimdConditionalSquareSum.</li>
 <li>Description of function SimdConditionalSquareGradientSum.</li>
 <li>Description of function SimdConditionalFill.</li>
 <li>Description of function SimdCopy.</li>
 <li>Description of function SimdCopyFrame.</li>
 <li>Description of function SimdDescrIntInit.</li>
 <li>Description of function SimdDescrIntEncodedSize.</li>
 <li>Description of function SimdDescrIntDecodedSize.</li>
 <li>Description of function SimdDescrIntEncode32f.</li>
 <li>Description of function SimdDescrIntEncode16f.</li>
 <li>Description of function SimdDescrIntDecode32f.</li>
 <li>Description of function SimdDescrIntDecode16f.</li>
 <li>Description of function SimdDescrIntCosineDistance.</li>
 <li>Description of function SimdDescrIntCosineDistancesMxNa.</li>
 <li>Description of function SimdDescrIntCosineDistancesMxNp.</li>
 <li>Description of function SimdDescrIntVectorNorm.</li>
 <li>Description of function SimdDeinterleaveUv.</li>
 <li>Description of function SimdDeinterleaveBgr.</li>
 <li>Description of function SimdDeinterleaveBgra.</li>
 <li>Description of function SimdDetectionLoadA.</li>
 <li>Description of function SimdDetectionLoadStringXml.</li>
 <li>Description of function SimdDetectionInfo.</li>
 <li>Description of function SimdDetectionInit.</li>
 <li>Description of function SimdDetectionPrepare.</li>
 <li>Description of function SimdDetectionHaarDetect32fp.</li>
 <li>Description of function SimdDetectionHaarDetect32fi.</li>
 <li>Description of function SimdDetectionLbpDetect32fp.</li>
 <li>Description of function SimdDetectionLbpDetect32fi.</li>
 <li>Description of function SimdDetectionLbpDetect16ip.</li>
 <li>Description of function SimdDetectionLbpDetect16ii.</li>
 <li>Description of function SimdDrawLine.</li>
 <li>Description of function SimdDrawRectangle.</li>
 <li>Description of function Simd::DrawLine.</li>
 <li>Description of function Simd::DrawRectangle.</li>
 <li>Description of function Simd::DrawFilledRectangle.</li>
 <li>Description of function Simd::DrawPolygon.</li>
 <li>Description of function Simd::DrawFilledPolygon.</li>
 <li>Description of function Simd::DrawEllipse.</li>
 <li>Description of function Simd::DrawCircle.</li>
 <li>Description of function SimdFill.</li>
 <li>Description of function SimdFillFrame.</li>
 <li>Description of function SimdFillBgr.</li>
 <li>Description of function SimdFillBgra.</li>
 <li>Description of function SimdFillPixel.</li>
 <li>Description of function SimdFill32f.</li>
 <li>Description of function SimdFloat32ToBFloat16.</li>
 <li>Description of function SimdBFloat16ToFloat32.</li>
 <li>Description of function SimdFloat32ToFloat16.</li>
 <li>Description of function SimdFloat16ToFloat32.</li>
 <li>Description of function SimdFontInit.</li>
 <li>Description of function SimdFontResize.</li>
 <li>Description of function SimdFontHeight.</li>
 <li>Description of function SimdFontMeasure.</li>
 <li>Description of function SimdFontDraw.</li>
 <li>Description of function SimdSquaredDifferenceSum16f.</li>
 <li>Description of function SimdCosineDistance16f.</li>
 <li>Description of function SimdCosineDistancesMxNa16f.</li>
 <li>Description of function SimdCosineDistancesMxNp16f.</li>
 <li>Description of function SimdVectorNormNa16f.</li>
 <li>Description of function SimdVectorNormNp16f.</li>
 <li>Description of function SimdFloat32ToUint8.</li>
 <li>Description of function SimdUint8ToFloat32.</li>
 <li>Description of function SimdCosineDistance32f.</li>
 <li>Description of function SimdGaussianBlur3x3.</li>
 <li>Description of function SimdGaussianBlurInit.</li>
 <li>Description of function SimdGaussianBlurRun.</li>
 <li>Description of function SimdGemm32fNN.</li>
 <li>Description of function SimdGemm32fNT.</li>
 <li>Description of function SimdGrayToBgr.</li>
 <li>Description of function SimdGrayToBgra.</li>
 <li>Description of function SimdGrayToY.</li>
 <li>Description of function SimdAbsSecondDerivativeHistogram.</li>
 <li>Description of function SimdHistogram, SimdHistogramMasked.</li>
 <li>Description of function SimdHistogramConditional.</li>
 <li>Description of function SimdNormalizedColors.</li>
 <li>Description of function SimdChangeColors.</li>
 <li>Description of function SimdNormalizeHistogram.</li>
 <li>Description of function SimdHogDirectionHistograms.</li>
 <li>Description of function SimdHogExtractFeatures.</li>
 <li>Description of function SimdHogDeinterleave.</li>
 <li>Description of function SimdHogFilterSeparable.</li>
 <li>Description of function SimdImageSaveToMemory.</li>
 <li>Description of function SimdImageSaveToFile.</li>
 <li>Description of function SimdNv12SaveAsJpegToMemory.</li>
 <li>Description of function SimdImageLoadFromMemory.</li>
 <li>Description of function SimdImageLoadFromFile.</li>
 <li>Description of function SimdInt16ToGray.</li>
 <li>Description of function SimdIntegral.</li>
 <li>Description of function SimdInterleaveUv.</li>
 <li>Description of function SimdInterleaveBgr.</li>
 <li>Description of function SimdInterleaveBgra.</li>
 <li>Description of function SimdLaplace.</li>
 <li>Description of function SimdLaplaceAbs.</li>
 <li>Description of function SimdLaplaceAbsSum.</li>
 <li>Description of function SimdLbpEstimate.</li>
 <li>Description of function SimdMaxFilterSquare3x3.</li>
 <li>Description of function SimdMaxFilterSquare5x5.</li>
 <li>Description of function SimdMinFilterSquare3x3.</li>
 <li>Description of function SimdMinFilterSquare5x5.</li>
 <li>Description of function SimdMeanFilter3x3.</li>
 <li>Description of function SimdMedianFilterRhomb3x3.</li>
 <li>Description of function SimdMedianFilterRhomb5x5.</li>
 <li>Description of function SimdMedianFilterSquare3x3.</li>
 <li>Description of function SimdMedianFilterSquare5x5.</li>
 <li>Description of function SimdMidpointFilterSquare3x3.</li>
 <li>Description of function SimdMidpointFilterSquare5x5.</li>
 <li>Description of function SimdNeuralConvert.</li>
 <li>Description of function SimdNeuralDerivativeSigmoid.</li>
 <li>Description of function SimdNeuralDerivativeTanh.</li>
 <li>Description of function SimdNeuralDerivativeRelu.</li>
 <li>Description of function SimdNeuralPow.</li>
 <li>Description of function SimdNeuralProductSum.</li>
 <li>Description of function SimdNeuralAddVectorMultipliedByValue.</li>
 <li>Description of function SimdNeuralAddVector.</li>
 <li>Description of function SimdNeuralAddValue.</li>
 <li>Description of function SimdNeuralUpdateWeights.</li>
 <li>Description of function SimdNeuralAdaptiveGradientUpdate.</li>
 <li>Description of function SimdNeuralAddConvolution2x2Forward.</li>
 <li>Description of function SimdNeuralAddConvolution3x3Forward.</li>
 <li>Description of function SimdNeuralAddConvolution4x4Forward.</li>
 <li>Description of function SimdNeuralAddConvolution5x5Forward.</li>
 <li>Description of function SimdNeuralAddConvolution2x2Backward.</li>
 <li>Description of function SimdNeuralAddConvolution3x3Backward.</li>
 <li>Description of function SimdNeuralAddConvolution4x4Backward.</li>
 <li>Description of function SimdNeuralAddConvolution5x5Backward.</li>
 <li>Description of function SimdNeuralAddConvolution2x2Sum.</li>
 <li>Description of function SimdNeuralAddConvolution3x3Sum.</li>
 <li>Description of function SimdNeuralAddConvolution4x4Sum.</li>
 <li>Description of function SimdNeuralAddConvolution5x5Sum.</li>
 <li>Description of function SimdNeuralPooling1x1Max3x3.</li>
 <li>Description of function SimdNeuralPooling2x2Max2x2.</li>
 <li>Description of function SimdNeuralPooling2x2Max3x3.</li>
 <li>Description of function SimdNeuralConvolutionForward.</li>
 <li>Description of function SimdOperationBinary8u.</li>
 <li>Description of function SimdOperationBinary16i.</li>
 <li>Description of function SimdVectorProduct.</li>
 <li>Description of function SimdRecursiveBilateralFilterInit.</li>
 <li>Description of function SimdRecursiveBilateralFilterRun.</li>
 <li>Description of function SimdReduceColor2x2.</li>
 <li>Description of function SimdReduceGray2x2.</li>
 <li>Description of function SimdReduceGray3x3.</li>
 <li>Description of function SimdReduceGray4x4.</li>
 <li>Description of function SimdReduceGray5x5.</li>
 <li>Description of function SimdReorder16bit.</li>
 <li>Description of function SimdReorder32bit.</li>
 <li>Description of function SimdReorder64bit.</li>
 <li>Description of function SimdResizerInit.</li>
 <li>Description of function SimdResizerRun.</li>
 <li>Description of function SimdRgbToBgra.</li>
 <li>Description of function SimdRgbToGray.</li>
 <li>Description of function SimdRgbaToGray.</li>
 <li>Description of function SimdSegmentationChangeIndex.</li>
 <li>Description of function SimdSegmentationFillSingleHoles.</li>
 <li>Description of function SimdSegmentationPropagate2x2.</li>
 <li>Description of function SimdSegmentationShrinkRegion.</li>
 <li>Description of function SimdShiftBilinear.</li>
 <li>Description of function SimdShiftDetectorInitBuffers.</li>
 <li>Description of function SimdShiftDetectorSetBackground.</li>
 <li>Description of function SimdShiftDetectorEstimate.</li>
 <li>Description of function SimdShiftDetectorGetShift.</li>
 <li>Description of function SimdSobelDx.</li>
 <li>Description of function SimdSobelDxAbs.</li>
 <li>Description of function SimdSobelDxAbsSum.</li>
 <li>Description of function SimdSobelDy.</li>
 <li>Description of function SimdSobelDyAbs.</li>
 <li>Description of function SimdSobelDyAbsSum.</li>
 <li>Description of function SimdContourMetrics.</li>
 <li>Description of function SimdContourMetricsMasked.</li>
 <li>Description of function SimdContourAnchors.</li>
 <li>Description of function SimdSquaredDifferenceSum.</li>
 <li>Description of function SimdSquaredDifferenceSumMasked.</li>
 <li>Description of function SimdSquaredDifferenceSum32f.</li>
 <li>Description of function SimdSquaredDifferenceKahanSum32f.</li>
 <li>Description of function SimdGetStatistic.</li>
 <li>Description of function SimdGetMoments.</li>
 <li>Description of function SimdGetObjectMoments.</li>
 <li>Description of function SimdGetRowSums.</li>
 <li>Description of function SimdGetColSums.</li>
 <li>Description of function SimdGetAbsDyRowSums.</li>
 <li>Description of function SimdGetAbsDxColSums.</li>
 <li>Description of function SimdValueSum.</li>
 <li>Description of function SimdSquareSum.</li>
 <li>Description of function SimdValueSquareSum.</li>
 <li>Description of function SimdValueSquareSums.</li>
 <li>Description of function SimdCorrelationSum.</li>
 <li>Description of function SimdStretchGray2x2.</li>
 <li>Description of function SimdSynetAdd16bInit.</li>
 <li>Description of function SimdSynetAdd16bForward.</li>
 <li>Description of function SimdSynetAddBias.</li>
 <li>Description of function SimdSynetAdd8i.</li>
 <li>Description of function SimdSynetChannelSum16b.</li>
 <li>Description of function SimdSynetConvert32fTo8u.</li>
 <li>Description of function SimdSynetConvert8uTo32f.</li>
 <li>Description of function SimdSynetConvolution32fInit.</li>
 <li>Description of function SimdSynetConvolution32fExternalBufferSize.</li>
 <li>Description of function SimdSynetConvolution32fInternalBufferSize.</li>
 <li>Description of function SimdSynetConvolution32fInfo.</li>
 <li>Description of function SimdSynetConvolution32fSetParams.</li>
 <li>Description of function SimdSynetConvolution32fForward.</li>
 <li>Description of function SimdSynetConvolution16bInit.</li>
 <li>Description of function SimdSynetConvolution16bExternalBufferSize.</li>
 <li>Description of function SimdSynetConvolution16bInternalBufferSize.</li>
 <li>Description of function SimdSynetConvolution16bInfo.</li>
 <li>Description of function SimdSynetConvolution16bSetParams.</li>
 <li>Description of function SimdSynetConvolution16bForward.</li>
 <li>Description of function SimdSynetConvolution8iInit.</li>
 <li>Description of function SimdSynetConvolution8iExternalBufferSize.</li>
 <li>Description of function SimdSynetConvolution8iInternalBufferSize.</li>
 <li>Description of function SimdSynetConvolution8iInfo.</li>
 <li>Description of function SimdSynetConvolution8iSetParams.</li>
 <li>Description of function SimdSynetConvolution8iForward.</li>
 <li>Description of function SimdSynetDeconvolution32fInit.</li>
 <li>Description of function SimdSynetDeconvolution32fExternalBufferSize.</li>
 <li>Description of function SimdSynetDeconvolution32fInternalBufferSize.</li>
 <li>Description of function SimdSynetDeconvolution32fInfo.</li>
 <li>Description of function SimdSynetDeconvolution32fSetParams.</li>
 <li>Description of function SimdSynetDeconvolution32fForward.</li>
 <li>Description of function SimdSynetDeconvolution16bInit.</li>
 <li>Description of function SimdSynetDeconvolution16bExternalBufferSize.</li>
 <li>Description of function SimdSynetDeconvolution16bInternalBufferSize.</li>
 <li>Description of function SimdSynetDeconvolution16bInfo.</li>
 <li>Description of function SimdSynetDeconvolution16bSetParams.</li>
 <li>Description of function SimdSynetDeconvolution16bForward.</li>
 <li>Description of function SimdSynetDequantizeLinear.</li>
 <li>Description of function SimdSynetEltwiseLayerForward.</li>
 <li>Description of function SimdSynetElu32f.</li>
 <li>Description of function SimdSynetGatherElementsInit.</li>
 <li>Description of function SimdSynetGatherElementsSetIndex.</li>
 <li>Description of function SimdSynetGatherElementsInternalBufferSize.</li>
 <li>Description of function SimdSynetGatherElementsForward.</li>
 <li>Description of function SimdSynetGelu32f.</li>
 <li>Description of function SimdSynetGridSample2dInit.</li>
 <li>Description of function SimdSynetGridSample2dInternalBufferSize.</li>
 <li>Description of function SimdSynetGridSample2dForward.</li>
 <li>Description of function SimdSynetHardSigmoid32f.</li>
 <li>Description of function SimdSynetHswish32f.</li>
 <li>Description of function SimdSynetInnerProduct32fInit.</li>
 <li>Description of function SimdSynetInnerProduct32fInternalBufferSize.</li>
 <li>Description of function SimdSynetInnerProduct32fExternalBufferSize.</li>
 <li>Description of function SimdSynetInnerProduct32fSetParams.</li>
 <li>Description of function SimdSynetInnerProduct32fForward.</li>
 <li>Description of function SimdSynetInnerProductLayerForward.</li>
 <li>Description of function SimdSynetInnerProduct16bInit.</li>
 <li>Description of function SimdSynetInnerProduct16bInternalBufferSize.</li>
 <li>Description of function SimdSynetInnerProduct16bExternalBufferSize.</li>
 <li>Description of function SimdSynetInnerProduct16bSetParams.</li>
 <li>Description of function SimdSynetInnerProduct16bForward.</li>
 <li>Description of function SimdSynetInnerProduct8i.</li>
 <li>Description of function SimdSynetLrnLayerCrossChannels.</li>
 <li>Description of function SimdSynetMergedConvolution32fInit.</li>
 <li>Description of function SimdSynetMergedConvolution32fExternalBufferSize.</li>
 <li>Description of function SimdSynetMergedConvolution32fInternalBufferSize.</li>
 <li>Description of function SimdSynetMergedConvolution32fInfo.</li>
 <li>Description of function SimdSynetMergedConvolution32fSetParams.</li>
 <li>Description of function SimdSynetMergedConvolution32fForward.</li>
 <li>Description of function SimdSynetMergedConvolution16bInit.</li>
 <li>Description of function SimdSynetMergedConvolution16bExternalBufferSize.</li>
 <li>Description of function SimdSynetMergedConvolution16bInternalBufferSize.</li>
 <li>Description of function SimdSynetMergedConvolution16bInfo.</li>
 <li>Description of function SimdSynetMergedConvolution16bSetParams.</li>
 <li>Description of function SimdSynetMergedConvolution16bForward.</li>
 <li>Description of function SimdSynetMergedConvolution8iInit.</li>
 <li>Description of function SimdSynetMergedConvolution8iExternalBufferSize.</li>
 <li>Description of function SimdSynetMergedConvolution8iInternalBufferSize.</li>
 <li>Description of function SimdSynetMergedConvolution8iInfo.</li>
 <li>Description of function SimdSynetMergedConvolution8iSetParams.</li>
 <li>Description of function SimdSynetMergedConvolution8iForward.</li>
 <li>Description of function SimdSynetMish32f.</li>
 <li>Description of function SimdSynetNormalizeLayerForward.</li>
 <li>Description of function SimdSynetNormalizeLayerForwardV2.</li>
 <li>Description of function SimdSynetNormalizeLayerForwardV3.</li>
 <li>Description of function SimdSynetNormalizeLayerForwardV4.</li>
 <li>Description of function SimdSynetNormalizeLayerForward16bV2.</li>
 <li>Description of function SimdSynetPermuteInit.</li>
 <li>Description of function SimdSynetPermuteInternalBufferSize.</li>
 <li>Description of function SimdSynetPermuteForward.</li>
 <li>Description of function SimdSynetPoolingAverage.</li>
 <li>Description of function SimdSynetPoolingMax32f.</li>
 <li>Description of function SimdSynetPoolingMax16b.</li>
 <li>Description of function SimdSynetPoolingMax8u.</li>
 <li>Description of function SimdSynetPreluLayerForward.</li>
 <li>Description of function SimdSynetQuantizedAddInit.</li>
 <li>Description of function SimdSynetQuantizedAddForward.</li>
 <li>Description of function SimdSynetQuantizedConcatLayerForward.</li>
 <li>Description of function SimdSynetQuantizedConvolutionInit.</li>
 <li>Description of function SimdSynetQuantizedConvolutionExternalBufferSize.</li>
 <li>Description of function SimdSynetQuantizedConvolutionInternalBufferSize.</li>
 <li>Description of function SimdSynetQuantizedConvolutionInfo.</li>
 <li>Description of function SimdSynetQuantizedConvolutionSetParams.</li>
 <li>Description of function SimdSynetQuantizedConvolutionForward.</li>
 <li>Description of function SimdSynetQuantizedInnerProductInit.</li>
 <li>Description of function SimdSynetQuantizedInnerProductInternalBufferSize.</li>
 <li>Description of function SimdSynetQuantizedInnerProductExternalBufferSize.</li>
 <li>Description of function SimdSynetQuantizedInnerProductInfo.</li>
 <li>Description of function SimdSynetQuantizedInnerProductSetParams.</li>
 <li>Description of function SimdSynetQuantizedInnerProductForward.</li>
 <li>Description of function SimdSynetQuantizedMergedConvolutionInit.</li>
 <li>Description of function SimdSynetQuantizedMergedConvolutionExternalBufferSize.</li>
 <li>Description of function SimdSynetQuantizedMergedConvolutionInternalBufferSize.</li>
 <li>Description of function SimdSynetQuantizedMergedConvolutionInfo.</li>
 <li>Description of function SimdSynetQuantizedMergedConvolutionSetParams.</li>
 <li>Description of function SimdSynetQuantizedMergedConvolutionForward.</li>
 <li>Description of function SimdSynetQuantizedPreluLayerForward.</li>
 <li>Description of function SimdSynetQuantizedScaleLayerForward.</li>
 <li>Description of function SimdSynetQuantizedShuffleLayerForward.</li>
 <li>Description of function SimdSynetQuantizeLinear.</li>
 <li>Description of function SimdSynetRelu32f.</li>
 <li>Description of function SimdSynetRelu16b.</li>
 <li>Description of function SimdSynetRestrictRange32f.</li>
 <li>Description of function SimdSynetScale16bInit.</li>
 <li>Description of function SimdSynetScale16bForward.</li>
 <li>Description of function SimdSynetScaleLayerForward.</li>
 <li>Description of function SimdSynetScale8iInit.</li>
 <li>Description of function SimdSynetScale8iInternalBufferSize.</li>
 <li>Description of function SimdSynetScale8iSetParams.</li>
 <li>Description of function SimdSynetScale8iForward.</li>
 <li>Description of function SimdSynetSetInput.</li>
 <li>Description of function SimdSynetShuffleLayerForward.</li>
 <li>Description of function SimdSynetSigmoid32f.</li>
 <li>Description of function SimdSynetSoftmax32f.</li>
 <li>Description of function SimdSynetSoftmax16b.</li>
 <li>Description of function SimdSynetSoftplus32f.</li>
 <li>Description of function SimdSynetSwish32f.</li>
 <li>Description of function SimdSynetTanh32f.</li>
 <li>Description of function SimdSynetTiledScale2D32f.</li>
 <li>Description of function SimdSynetUnaryOperation32f.</li>
 <li>Description of function SimdTextureBoostedSaturatedGradient.</li>
 <li>Description of function SimdTextureBoostedUv.</li>
 <li>Description of function SimdTextureGetDifferenceSum.</li>
 <li>Description of function SimdTexturePerformCompensation.</li>
 <li>Description of function SimdTransformImage.</li>
 <li>Description of function SimdUyvy422ToBgr.</li>
 <li>Description of function SimdUyvy422ToYuv420p.</li>
 <li>Description of function SimdWarpAffineInit.</li>
 <li>Description of function SimdWarpAffineRun.</li>
 <li>Description of function SimdWinogradKernel1x3Block1x4SetFilter.</li>
 <li>Description of function SimdWinogradKernel1x3Block1x4SetInput.</li>
 <li>Description of function SimdWinogradKernel1x3Block1x4SetOutput.</li>
 <li>Description of function SimdWinogradKernel1x5Block1x4SetFilter.</li>
 <li>Description of function SimdWinogradKernel1x5Block1x4SetInput.</li>
 <li>Description of function SimdWinogradKernel1x5Block1x4SetOutput.</li>
 <li>Description of function SimdWinogradKernel2x2Block2x2SetFilter.</li>
 <li>Description of function SimdWinogradKernel2x2Block2x2SetInput.</li>
 <li>Description of function SimdWinogradKernel2x2Block2x2SetOutput.</li>
 <li>Description of function SimdWinogradKernel2x2Block4x4SetFilter.</li>
 <li>Description of function SimdWinogradKernel2x2Block4x4SetInput.</li>
 <li>Description of function SimdWinogradKernel2x2Block4x4SetOutput.</li>
 <li>Description of function SimdWinogradKernel3x3Block2x2SetFilter.</li>
 <li>Description of function SimdWinogradKernel3x3Block2x2SetInput.</li>
 <li>Description of function SimdWinogradKernel3x3Block2x2SetOutput.</li>
 <li>Description of function SimdWinogradKernel3x3Block3x3SetFilter.</li>
 <li>Description of function SimdWinogradKernel3x3Block3x3SetInput.</li>
 <li>Description of function SimdWinogradKernel3x3Block3x3SetOutput.</li>
 <li>Description of function SimdWinogradKernel3x3Block4x4SetFilter.</li>
 <li>Description of function SimdWinogradKernel3x3Block4x4SetInput.</li>
 <li>Description of function SimdWinogradKernel3x3Block4x4SetOutput.</li>
 <li>Description of function SimdYuv420pSaveAsJpegToMemory.</li>
 <li>Description of function SimdYToGray.</li>
 <li>Description of functions SimdYuva420pToBgraV2.</li>
 <li>Description of functions SimdYuva422pToBgraV2.</li>
 <li>Description of functions SimdYuva444pToBgraV2.</li>
 <li>Description of functions SimdYuv420pToBgrV2.</li>
 <li>Description of functions SimdYuv422pToBgrV2.</li>
 <li>Description of functions SimdYuv444pToBgrV2.</li>
 <li>Description of functions SimdYuv420pToBgraV2.</li>
 <li>Description of functions SimdYuv422pToBgraV2.</li>
 <li>Description of functions SimdYuv444pToBgraV2.</li>