Tutorial on GPU Programming #2. Joong-Youn Lee Supercomputing Center, KISTI
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1 Tutorial on GPU Programming #2 Joong-Youn Lee Supercomputing Center, KISTI
2 Contents Graphics Pipeline Vertex Programming Fragment Programming Introduction to Cg Language
3 Graphics Pipeline The process to generate two-dimensional images from given virtual cameras and 3D objects The various pipeline stages implement the core graphics rendering algorithms Why learn the pipeline? Make sense of the various graphics algorithms Help analyze the performance bottleneck Necessary for programming GPUs
4 Graphics Pipeline The basic construction three conceptual stages Each stage can be a pipeline or parallelized Graphics performance is determined by the slowest stage Modern graphics systems: software: Application Geometry Rasterizer Image Vertex Shading Fragment Shading hardware:
5 Geometry Stage (local space polygons) eye space Modeling and Viewing Vertex Lighting Projection screen space Viewport Mapping Perspective Divide clip space Clipping (screen space lit polygon vertices) to rasterizer stage
6 Geometry Stage Transform coordinates and normal Model->world World->eye Normalize the normal vectors Compute vertex lighting Generate (if necessary) and transform texture coordinates Transform to clip space (projection that is) Assemble vertices into primitives Clip against viewing frustum Divide by w (perspective divide if applies) Viewport transformation Back face culling
7 Rasterizer Stage Per-pixel operation: assign colors to the pixels in the frame buffer (a.k.a scan conversion) Main steps: Setup Sampling (convert a primitive to fragments) Interpolation (lighting, texturing, z values, etc) Color combinations (illumination and texture colors) Visibility (depth test) Other pixel tests (alpha, stencil tests etc) Blending/compositing (frame buffer)
8 Rasterizer Stage Convert each primitive into fragments (not pixels) Fragment: transient data structures position (x,y); depth; color; texture coordinates; etc Fragments from the rasterized polygons are then selected (z buffer comparison for instance) to form the frame buffer pixels
9 Programmable GPUs So far we only discuss fixed graphics pipeline Fixed T&L algorithms Fixed Fragment processing steps New GPU trends programmable vertex and fragment processing nvidia GeForce 3 and up Latest ATI Radeon cards OpenGL 1.4 Vertex and Fragment program APIs
10
11 Vertex Program Application Geometry Rasterization Transform Lighting Tex. coord. Clipping Vertex Program Clipping Texture Fragment Fixed vertex processing (OpenGL 1.2) Programmable vertex processing Display
12 Vertex Program Assembly language interface to T&L unit GPU instruction set to perform all vertex math Reads an untransformed, unlit vertex Creates a transformed vertex Optionally creates Lights a vertex Creates texture coordinates Creates fog coordinates Creates point sizes
13 Create Vertex Programs Programs (assembly) are defined inline as character strings static const GLubyte vpgm[] = \!!VP1. 0\ DP4 o[hpos].x, c[0], v[0]; \ DP4 o[hpos].y, c[1], v[0]; \ DP4 o[hpos].z, c[2], v[0]; \ DP4 o[hpos].w, c[3], v[0]; \ MOV o[col0],v[3]; \ END";
14 Programming Model V[0] V[15] Vertex Source 16x4 registers Program Constants c[0] c[96] O[HPOS] O[COL0] O[COL1] O[FOGP] O[PSIZ] O[TEX0] O[TEX7] Vertex Program 128 instructions Vertex Output 15x4 registers 96x4 registers Temporary Registers 12x4 registers R0 R11 All quad floats
15 Instruction Set 17 instructions total (GeForce 3) MOV, MUL, ADD, MAD, DST DP3, DP4 MIN, MAX, SLT, SGE RCP, RSQ, LOG, EXP, LIT ARL
16 Processing Fragments
17 Fragment Programs Application Geometry Rasterization Texture Texture Address Texture Filter Combiner Fog Alpha, s, z tests Blending Fragment program Fog Alpha, s, z tests Blending Fragment Display Fixed fragment pipeline Programmable fragment processing
18
19 Fragment Programs Based on nvidia s GF3/4 architecture Texture shader 4 texture units 23 different texture shader operations Conventional (1D, 2D, 3D, texture rectangle, cube map) Special case (none, pass through, cull fragment) Dependent texture fetches (result of one texture lookup affects texture coords for subsequent unit) Dependent textures fetches with dot product (and optional reflection) calculations Register combiners 8 stages (general combiners) on GeForce3/4 Per-stage constants
20 Pixel Shader Based on nvidia s GF3/4 architecture Texture shader + register combiner texture shader fragment color input texture unit 0 texture program texture unit 1 texture program texture unit 2 texture program texture unit 3 texture program fragment color output register combiner
21 Texture Shader Programmable per-pixel shading calculations (dot products) single precision floating point -> double precision floating point Dependent texture reads
22 Texture Shader Texture program example: conventional 2D texture Tex # i Texture Coords (S,T,R,Q) (S i,t i,r i,q i ) Shader Operations Texture 2D Texture Fetch S i Q i T i Q i (, ) Bound Texture Target/Format 2D Any Format Output Color (R,G,B,A)
23 Texture Shader Texture program example: pass through Shader Operations Texture Fetch Bound Texture Target/Format Output Color R = Clamp0to1(S i ) (S i,t i,r i,q i ) G = Clamp0to1(T i ) None B = Clamp0to1(R i ) A = Clamp0to1(Q i ) None (R,G,B,A)
24 Register Combiner 4 RGB Inputs Texture Fetching Fragment Color Specular Color Fog Color/Factor Texture 0 Texture 1 Register Set 4 Alpha Inputs 3 RGB Outputs 3 Alpha Outputs 4 RGB Inputs 4 Alpha Inputs 3 RGB Outputs 3 Alpha Outputs Spare 0 Specular Color 6 RGB Inputs 1 Alpha Input General Combiner 0 General Combiner 1 Final Combiner
25 Register Combiner
26 Register Combiner Register-based programming All textures and colors available for each and every texture blending stage 8 Stages of blending in hardware, plus specular and fog Note that GeForce3 has 8 combiners, and 4 textures. Signed color arithmetic
27 Examples Reflective Bump Mapping
28 SIMD Machine Single Instruction Multiple Data Components of Each Vertex VS. Vertices
29 Further Reading Vertex Shader Erik Lindholm et al. A User-Programmable Vertex Engine, SIGGRAPH 2001 Pixel Shader Kekoa Proudfoot et al. A Real-Time Procedural Shading System for Programmable Graphics Hardware, SIGGRAPH 2001 Both Shaders Real-Time Rendering (Chap. 6.5, 6.6) The OpenGL Extensions Guide
30 Far more things What we have to know for GPU programming Concept of computer graphics Some mathematics OpenGL (or Direct3D) including major extensions Mechanism of graphics hardware Chapter 15 in Real-Time Rendering Assembly language for each processor
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