/* Copyright (c) 2019, 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. */ #include #include #include // convert floating point rgba color to 32-bit integer __device__ unsigned int rgbaFloatToInt(float4 rgba) { rgba.x = __saturatef(rgba.x); // clamp to [0.0, 1.0] rgba.y = __saturatef(rgba.y); rgba.z = __saturatef(rgba.z); rgba.w = __saturatef(rgba.w); return ((unsigned int)(rgba.w * 255.0f) << 24) | ((unsigned int)(rgba.z * 255.0f) << 16) | ((unsigned int)(rgba.y * 255.0f) << 8) | ((unsigned int)(rgba.x * 255.0f)); } //////////////////////////////////////////////////////////////////////////////// //! Rotate an image using texture lookups //! @param outputData output data in global memory //////////////////////////////////////////////////////////////////////////////// static __global__ void transformKernel(unsigned int *outputData, int width, int height, float theta, cudaTextureObject_t tex) { // calculate normalized texture coordinates unsigned int x = blockIdx.x * blockDim.x + threadIdx.x; unsigned int y = blockIdx.y * blockDim.y + threadIdx.y; float u = (float)x - (float)width / 2; float v = (float)y - (float)height / 2; float tu = u * cosf(theta) - v * sinf(theta); float tv = v * cosf(theta) + u * sinf(theta); tu /= (float)width; tv /= (float)height; // read from texture and write to global memory float4 pix = tex2D(tex, tu + 0.5f, tv + 0.5f); unsigned int pixelInt = rgbaFloatToInt(pix); outputData[y * width + x] = pixelInt; } static __global__ void rgbToGrayscaleKernel(unsigned int *rgbaImage, size_t imageWidth, size_t imageHeight) { size_t gidX = blockDim.x * blockIdx.x + threadIdx.x; uchar4 *pixArray = (uchar4 *)rgbaImage; for (int pixId = gidX; pixId < imageWidth * imageHeight; pixId += gridDim.x * blockDim.x) { uchar4 dataA = pixArray[pixId]; unsigned char grayscale = (unsigned char)(dataA.x * 0.3 + dataA.y * 0.59 + dataA.z * 0.11); uchar4 dataB = make_uchar4(grayscale, grayscale, grayscale, 0); pixArray[pixId] = dataB; } } void launchGrayScaleKernel(unsigned int *d_rgbaImage, std::string image_filename, size_t imageWidth, size_t imageHeight, cudaStream_t stream) { int numThreadsPerBlock = 1024; int numOfBlocks = (imageWidth * imageHeight) / numThreadsPerBlock; rgbToGrayscaleKernel<<>>( d_rgbaImage, imageWidth, imageHeight); unsigned int *outputData = (unsigned int *)malloc(sizeof(unsigned int) * imageWidth * imageHeight); checkCudaErrors(cudaMemcpyAsync( outputData, d_rgbaImage, sizeof(unsigned int) * imageWidth * imageHeight, cudaMemcpyDeviceToHost, stream)); checkCudaErrors(cudaStreamSynchronize(stream)); char outputFilename[1024]; strcpy(outputFilename, image_filename.c_str()); strcpy(outputFilename + image_filename.length() - 4, "_out.ppm"); sdkSavePPM4ub(outputFilename, (unsigned char *)outputData, imageWidth, imageHeight); printf("Wrote '%s'\n", outputFilename); free(outputData); } void rotateKernel(cudaTextureObject_t &texObj, const float angle, unsigned int *d_outputData, const int imageWidth, const int imageHeight, cudaStream_t stream) { dim3 dimBlock(8, 8, 1); dim3 dimGrid(imageWidth / dimBlock.x, imageHeight / dimBlock.y, 1); transformKernel<<>>(d_outputData, imageWidth, imageHeight, angle, texObj); }