/* Copyright (c) 2021, 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. */ // OpenGL Graphics includes #include #if defined(__APPLE__) || defined(MACOSX) #pragma clang diagnostic ignored "-Wdeprecated-declarations" #include #ifndef glutCloseFunc #define glutCloseFunc glutWMCloseFunc #endif #else #include #endif // CUDA utilities and system includes #include #include // Includes #include #include #include #include "SobelFilter_kernels.h" // includes, project #include // includes for SDK helper functions #include // includes for cuda initialization and error checking const char *filterMode[] = {"No Filtering", "Sobel Texture", "Sobel SMEM+Texture", NULL}; // // Cuda example code that implements the Sobel edge detection // filter. This code works for 8-bit monochrome images. // // Use the '-' and '=' keys to change the scale factor. // // Other keys: // I: display image // T: display Sobel edge detection (computed solely with texture) // S: display Sobel edge detection (computed with texture and shared memory) void cleanup(void); void initializeData(char *file); #define MAX_EPSILON_ERROR 5.0f #define REFRESH_DELAY 10 // ms const char *sSDKsample = "CUDA Sobel Edge-Detection"; static int wWidth = 512; // Window width static int wHeight = 512; // Window height static int imWidth = 0; // Image width static int imHeight = 0; // Image height // Code to handle Auto verification const int frameCheckNumber = 4; int fpsCount = 0; // FPS count for averaging int fpsLimit = 8; // FPS limit for sampling unsigned int frameCount = 0; unsigned int g_TotalErrors = 0; StopWatchInterface *timer = NULL; unsigned int g_Bpp; unsigned int g_Index = 0; bool g_bQAReadback = false; // Display Data static GLuint pbo_buffer = 0; // Front and back CA buffers struct cudaGraphicsResource *cuda_pbo_resource; // CUDA Graphics Resource (to transfer PBO) static GLuint texid = 0; // Texture for display unsigned char *pixels = NULL; // Image pixel data on the host float imageScale = 1.f; // Image exposure enum SobelDisplayMode g_SobelDisplayMode; int *pArgc = NULL; char **pArgv = NULL; extern "C" void runAutoTest(int argc, char **argv); #define OFFSET(i) ((char *)NULL + (i)) #define MAX(a, b) ((a > b) ? a : b) void computeFPS() { frameCount++; fpsCount++; if (fpsCount == fpsLimit) { char fps[256]; float ifps = 1.f / (sdkGetAverageTimerValue(&timer) / 1000.f); sprintf(fps, "CUDA Edge Detection (%s): %3.1f fps", filterMode[g_SobelDisplayMode], ifps); glutSetWindowTitle(fps); fpsCount = 0; sdkResetTimer(&timer); } } // This is the normal display path void display(void) { sdkStartTimer(&timer); // Sobel operation Pixel *data = NULL; // map PBO to get CUDA device pointer checkCudaErrors(cudaGraphicsMapResources(1, &cuda_pbo_resource, 0)); size_t num_bytes; checkCudaErrors(cudaGraphicsResourceGetMappedPointer( (void **)&data, &num_bytes, cuda_pbo_resource)); // printf("CUDA mapped PBO: May access %ld bytes\n", num_bytes); sobelFilter(data, imWidth, imHeight, g_SobelDisplayMode, imageScale); checkCudaErrors(cudaGraphicsUnmapResources(1, &cuda_pbo_resource, 0)); glClear(GL_COLOR_BUFFER_BIT); glBindTexture(GL_TEXTURE_2D, texid); glBindBuffer(GL_PIXEL_UNPACK_BUFFER, pbo_buffer); glTexSubImage2D(GL_TEXTURE_2D, 0, 0, 0, imWidth, imHeight, GL_LUMINANCE, GL_UNSIGNED_BYTE, OFFSET(0)); glBindBuffer(GL_PIXEL_UNPACK_BUFFER, 0); glDisable(GL_DEPTH_TEST); glEnable(GL_TEXTURE_2D); glTexParameterf(GL_TEXTURE_2D, GL_TEXTURE_MIN_FILTER, GL_LINEAR); glTexParameterf(GL_TEXTURE_2D, GL_TEXTURE_MAG_FILTER, GL_LINEAR); glTexParameterf(GL_TEXTURE_2D, GL_TEXTURE_WRAP_S, GL_REPEAT); glTexParameterf(GL_TEXTURE_2D, GL_TEXTURE_WRAP_T, GL_REPEAT); glBegin(GL_QUADS); glVertex2f(0, 0); glTexCoord2f(0, 0); glVertex2f(0, 1); glTexCoord2f(1, 0); glVertex2f(1, 1); glTexCoord2f(1, 1); glVertex2f(1, 0); glTexCoord2f(0, 1); glEnd(); glBindTexture(GL_TEXTURE_2D, 0); glutSwapBuffers(); sdkStopTimer(&timer); computeFPS(); } void timerEvent(int value) { if (glutGetWindow()) { glutPostRedisplay(); glutTimerFunc(REFRESH_DELAY, timerEvent, 0); } } void keyboard(unsigned char key, int /*x*/, int /*y*/) { char temp[256]; switch (key) { case 27: case 'q': case 'Q': printf("Shutting down...\n"); #if defined(__APPLE__) || defined(MACOSX) exit(EXIT_SUCCESS); #else glutDestroyWindow(glutGetWindow()); return; #endif break; case '-': imageScale -= 0.1f; printf("brightness = %4.2f\n", imageScale); break; case '=': imageScale += 0.1f; printf("brightness = %4.2f\n", imageScale); break; case 'i': case 'I': g_SobelDisplayMode = SOBELDISPLAY_IMAGE; sprintf(temp, "CUDA Edge Detection (%s)", filterMode[g_SobelDisplayMode]); glutSetWindowTitle(temp); break; case 's': case 'S': g_SobelDisplayMode = SOBELDISPLAY_SOBELSHARED; sprintf(temp, "CUDA Edge Detection (%s)", filterMode[g_SobelDisplayMode]); glutSetWindowTitle(temp); break; case 't': case 'T': g_SobelDisplayMode = SOBELDISPLAY_SOBELTEX; sprintf(temp, "CUDA Edge Detection (%s)", filterMode[g_SobelDisplayMode]); glutSetWindowTitle(temp); break; default: break; } } void reshape(int x, int y) { glViewport(0, 0, x, y); glMatrixMode(GL_PROJECTION); glLoadIdentity(); glOrtho(0, 1, 0, 1, 0, 1); glMatrixMode(GL_MODELVIEW); glLoadIdentity(); } void cleanup(void) { cudaGraphicsUnregisterResource(cuda_pbo_resource); glBindBuffer(GL_PIXEL_UNPACK_BUFFER, 0); glDeleteBuffers(1, &pbo_buffer); glDeleteTextures(1, &texid); deleteTexture(); sdkDeleteTimer(&timer); } void initializeData(char *file) { GLint bsize; unsigned int w, h; size_t file_length = strlen(file); if (!strcmp(&file[file_length - 3], "pgm")) { if (sdkLoadPGM(file, &pixels, &w, &h) != true) { printf("Failed to load PGM image file: %s\n", file); exit(EXIT_FAILURE); } g_Bpp = 1; } else if (!strcmp(&file[file_length - 3], "ppm")) { if (sdkLoadPPM4(file, &pixels, &w, &h) != true) { printf("Failed to load PPM image file: %s\n", file); exit(EXIT_FAILURE); } g_Bpp = 4; } else { exit(EXIT_FAILURE); } imWidth = (int)w; imHeight = (int)h; setupTexture(imWidth, imHeight, pixels, g_Bpp); memset(pixels, 0x0, g_Bpp * sizeof(Pixel) * imWidth * imHeight); if (!g_bQAReadback) { // use OpenGL Path glGenBuffers(1, &pbo_buffer); glBindBuffer(GL_PIXEL_UNPACK_BUFFER, pbo_buffer); glBufferData(GL_PIXEL_UNPACK_BUFFER, g_Bpp * sizeof(Pixel) * imWidth * imHeight, pixels, GL_STREAM_DRAW); glGetBufferParameteriv(GL_PIXEL_UNPACK_BUFFER, GL_BUFFER_SIZE, &bsize); if ((GLuint)bsize != (g_Bpp * sizeof(Pixel) * imWidth * imHeight)) { printf("Buffer object (%d) has incorrect size (%d).\n", (unsigned)pbo_buffer, (unsigned)bsize); exit(EXIT_FAILURE); } glBindBuffer(GL_PIXEL_UNPACK_BUFFER, 0); // register this buffer object with CUDA checkCudaErrors(cudaGraphicsGLRegisterBuffer( &cuda_pbo_resource, pbo_buffer, cudaGraphicsMapFlagsWriteDiscard)); glGenTextures(1, &texid); glBindTexture(GL_TEXTURE_2D, texid); glTexImage2D(GL_TEXTURE_2D, 0, ((g_Bpp == 1) ? GL_LUMINANCE : GL_BGRA), imWidth, imHeight, 0, GL_LUMINANCE, GL_UNSIGNED_BYTE, NULL); glBindTexture(GL_TEXTURE_2D, 0); glPixelStorei(GL_UNPACK_ALIGNMENT, 1); glPixelStorei(GL_PACK_ALIGNMENT, 1); } } void loadDefaultImage(char *loc_exec) { printf("Reading image: lena.pgm\n"); const char *image_filename = "lena.pgm"; char *image_path = sdkFindFilePath(image_filename, loc_exec); if (image_path == NULL) { printf("Failed to read image file: <%s>\n", image_filename); exit(EXIT_FAILURE); } initializeData(image_path); free(image_path); } void initGL(int *argc, char **argv) { glutInit(argc, argv); glutInitDisplayMode(GLUT_RGBA | GLUT_DOUBLE); glutInitWindowSize(wWidth, wHeight); glutCreateWindow("CUDA Edge Detection"); if (!isGLVersionSupported(1, 5) || !areGLExtensionsSupported( "GL_ARB_vertex_buffer_object GL_ARB_pixel_buffer_object")) { fprintf(stderr, "Error: failed to get minimal extensions for demo\n"); fprintf(stderr, "This sample requires:\n"); fprintf(stderr, " OpenGL version 1.5\n"); fprintf(stderr, " GL_ARB_vertex_buffer_object\n"); fprintf(stderr, " GL_ARB_pixel_buffer_object\n"); exit(EXIT_FAILURE); } } void runAutoTest(int argc, char *argv[]) { printf("[%s] (automated testing w/ readback)\n", sSDKsample); int devID = findCudaDevice(argc, (const char **)argv); loadDefaultImage(argv[0]); Pixel *d_result; checkCudaErrors( cudaMalloc((void **)&d_result, imWidth * imHeight * sizeof(Pixel))); char *ref_file = NULL; char dump_file[256]; int mode = 0; mode = getCmdLineArgumentInt(argc, (const char **)argv, "mode"); getCmdLineArgumentString(argc, (const char **)argv, "file", &ref_file); switch (mode) { case 0: g_SobelDisplayMode = SOBELDISPLAY_IMAGE; sprintf(dump_file, "lena_orig.pgm"); break; case 1: g_SobelDisplayMode = SOBELDISPLAY_SOBELTEX; sprintf(dump_file, "lena_tex.pgm"); break; case 2: g_SobelDisplayMode = SOBELDISPLAY_SOBELSHARED; sprintf(dump_file, "lena_shared.pgm"); break; default: printf("Invalid Filter Mode File\n"); exit(EXIT_FAILURE); break; } printf("AutoTest: %s <%s>\n", sSDKsample, filterMode[g_SobelDisplayMode]); sobelFilter(d_result, imWidth, imHeight, g_SobelDisplayMode, imageScale); checkCudaErrors(cudaDeviceSynchronize()); unsigned char *h_result = (unsigned char *)malloc(imWidth * imHeight * sizeof(Pixel)); checkCudaErrors(cudaMemcpy(h_result, d_result, imWidth * imHeight * sizeof(Pixel), cudaMemcpyDeviceToHost)); sdkSavePGM(dump_file, h_result, imWidth, imHeight); if (!sdkComparePGM(dump_file, sdkFindFilePath(ref_file, argv[0]), MAX_EPSILON_ERROR, 0.15f, false)) { g_TotalErrors++; } checkCudaErrors(cudaFree(d_result)); free(h_result); if (g_TotalErrors != 0) { printf("Test failed!\n"); exit(EXIT_FAILURE); } printf("Test passed!\n"); exit(EXIT_SUCCESS); } int main(int argc, char **argv) { pArgc = &argc; pArgv = argv; #if defined(__linux__) setenv("DISPLAY", ":0", 0); #endif printf("%s Starting...\n\n", sSDKsample); if (checkCmdLineFlag(argc, (const char **)argv, "help")) { printf("\nUsage: SobelFilter \n"); printf("\t\t-mode=n (0=original, 1=texture, 2=smem + texture)\n"); printf("\t\t-file=ref_orig.pgm (ref_tex.pgm, ref_shared.pgm)\n\n"); exit(EXIT_SUCCESS); } if (checkCmdLineFlag(argc, (const char **)argv, "file")) { g_bQAReadback = true; runAutoTest(argc, argv); } // use command-line specified CUDA device, otherwise use device with highest // Gflops/s if (checkCmdLineFlag(argc, (const char **)argv, "device")) { printf( " This SDK does not explicitly support -device=n when running with " "OpenGL.\n"); printf( " When specifying -device=n (n=0,1,2,....) the sample must not use " "OpenGL.\n"); printf(" See details below to run without OpenGL:\n\n"); printf(" > %s -device=n\n\n", argv[0]); printf("exiting...\n"); exit(EXIT_SUCCESS); } initGL(&argc, argv); findCudaDevice(argc, (const char **)argv); sdkCreateTimer(&timer); sdkResetTimer(&timer); glutDisplayFunc(display); glutKeyboardFunc(keyboard); glutReshapeFunc(reshape); loadDefaultImage(argv[0]); // If code is not printing the usage, then we execute this path. printf("I: display Image (no filtering)\n"); printf("T: display Sobel Edge Detection (Using Texture)\n"); printf("S: display Sobel Edge Detection (Using SMEM+Texture)\n"); printf("Use the '-' and '=' keys to change the brightness.\n"); fflush(stdout); #if defined(__APPLE__) || defined(MACOSX) atexit(cleanup); #else glutCloseFunc(cleanup); #endif glutTimerFunc(REFRESH_DELAY, timerEvent, 0); glutMainLoop(); }