/* Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in the * documentation and/or other materials provided with the distribution. * * Neither the name of NVIDIA CORPORATION nor the names of its * contributors may be used to endorse or promote products derived * from this software without specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY * EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, * EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY * OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */ /** ************************************************************************** * \file dct8x8_kernel_quantization.cu * \brief Contains unoptimized quantization routines. Device code. * * This code implements CUDA versions of quantization of Discrete Cosine * Transform coefficients with 8x8 blocks for float and short arrays. */ #pragma once #include namespace cg = cooperative_groups; #include "Common.h" /** * JPEG quality=0_of_12 quantization matrix */ __constant__ short Q[] = { 32, 33, 51, 81, 66, 39, 34, 17, 33, 36, 48, 47, 28, 23, 12, 12, 51, 48, 47, 28, 23, 12, 12, 12, 81, 47, 28, 23, 12, 12, 12, 12, 66, 28, 23, 12, 12, 12, 12, 12, 39, 23, 12, 12, 12, 12, 12, 12, 34, 12, 12, 12, 12, 12, 12, 12, 17, 12, 12, 12, 12, 12, 12, 12 }; /** ************************************************************************** * Performs in-place quantization of given DCT coefficients plane using * predefined quantization matrices (for floats plane). Unoptimized. * * \param SrcDst [IN/OUT] - DCT coefficients plane * \param Stride [IN] - Stride of SrcDst * * \return None */ __global__ void CUDAkernelQuantizationFloat(float *SrcDst, int Stride) { // Block index int bx = blockIdx.x; int by = blockIdx.y; // Thread index (current coefficient) int tx = threadIdx.x; int ty = threadIdx.y; // copy current coefficient to the local variable float curCoef = SrcDst[(by * BLOCK_SIZE + ty) * Stride + (bx * BLOCK_SIZE + tx)]; float curQuant = (float)Q[ty * BLOCK_SIZE + tx]; // quantize the current coefficient float quantized = roundf(curCoef / curQuant); curCoef = quantized * curQuant; // copy quantized coefficient back to the DCT-plane SrcDst[(by * BLOCK_SIZE + ty) * Stride + (bx * BLOCK_SIZE + tx)] = curCoef; } /** ************************************************************************** * Performs in-place quantization of given DCT coefficients plane using * predefined quantization matrices (for shorts plane). Unoptimized. * * \param SrcDst [IN/OUT] - DCT coefficients plane * \param Stride [IN] - Stride of SrcDst * * \return None */ __global__ void CUDAkernelQuantizationShort(short *SrcDst, int Stride) { // Handle to thread block group cg::thread_block cta = cg::this_thread_block(); // Block index int bx = blockIdx.x; int by = blockIdx.y; // Thread index (current coefficient) int tx = threadIdx.x; int ty = threadIdx.y; // copy current coefficient to the local variable short curCoef = SrcDst[(by * BLOCK_SIZE + ty) * Stride + (bx * BLOCK_SIZE + tx)]; short curQuant = Q[ty * BLOCK_SIZE + tx]; // quantize the current coefficient if (curCoef < 0) { curCoef = -curCoef; curCoef += curQuant >> 1; curCoef /= curQuant; curCoef = -curCoef; } else { curCoef += curQuant >> 1; curCoef /= curQuant; } cg::sync(cta); curCoef = curCoef * curQuant; // copy quantized coefficient back to the DCT-plane SrcDst[(by * BLOCK_SIZE + ty) * Stride + (bx * BLOCK_SIZE + tx)] = curCoef; }