Vulkan on NVIDIA Gpus Piers Daniell, Driver Software Engineer, Opengl and Vulkan Who Am I? Piers Daniell @Piers Daniell
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Introduction to the Vulkan Computer Graphics API
1 Introduction to the Vulkan Computer Graphics API Mike Bailey mjb – July 24, 2020 2 Computer Graphics Introduction to the Vulkan Computer Graphics API Mike Bailey [email protected] SIGGRAPH 2020 Abridged Version This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License http://cs.oregonstate.edu/~mjb/vulkan ABRIDGED.pptx mjb – July 24, 2020 3 Course Goals • Give a sense of how Vulkan is different from OpenGL • Show how to do basic drawing in Vulkan • Leave you with working, documented, understandable sample code http://cs.oregonstate.edu/~mjb/vulkan mjb – July 24, 2020 4 Mike Bailey • Professor of Computer Science, Oregon State University • Has been in computer graphics for over 30 years • Has had over 8,000 students in his university classes • [email protected] Welcome! I’m happy to be here. I hope you are too ! http://cs.oregonstate.edu/~mjb/vulkan mjb – July 24, 2020 5 Sections 13.Swap Chain 1. Introduction 14.Push Constants 2. Sample Code 15.Physical Devices 3. Drawing 16.Logical Devices 4. Shaders and SPIR-V 17.Dynamic State Variables 5. Data Buffers 18.Getting Information Back 6. GLFW 19.Compute Shaders 7. GLM 20.Specialization Constants 8. Instancing 21.Synchronization 9. Graphics Pipeline Data Structure 22.Pipeline Barriers 10.Descriptor Sets 23.Multisampling 11.Textures 24.Multipass 12.Queues and Command Buffers 25.Ray Tracing Section titles that have been greyed-out have not been included in the ABRIDGED noteset, i.e., the one that has been made to fit in SIGGRAPH’s reduced time slot. -
GLSL 4.50 Spec
The OpenGL® Shading Language Language Version: 4.50 Document Revision: 7 09-May-2017 Editor: John Kessenich, Google Version 1.1 Authors: John Kessenich, Dave Baldwin, Randi Rost Copyright (c) 2008-2017 The Khronos Group Inc. All Rights Reserved. This specification is protected by copyright laws and contains material proprietary to the Khronos Group, Inc. It or any components may not be reproduced, republished, distributed, transmitted, displayed, broadcast, or otherwise exploited in any manner without the express prior written permission of Khronos Group. You may use this specification for implementing the functionality therein, without altering or removing any trademark, copyright or other notice from the specification, but the receipt or possession of this specification does not convey any rights to reproduce, disclose, or distribute its contents, or to manufacture, use, or sell anything that it may describe, in whole or in part. Khronos Group grants express permission to any current Promoter, Contributor or Adopter member of Khronos to copy and redistribute UNMODIFIED versions of this specification in any fashion, provided that NO CHARGE is made for the specification and the latest available update of the specification for any version of the API is used whenever possible. Such distributed specification may be reformatted AS LONG AS the contents of the specification are not changed in any way. The specification may be incorporated into a product that is sold as long as such product includes significant independent work developed by the seller. A link to the current version of this specification on the Khronos Group website should be included whenever possible with specification distributions. -
Computer Graphics on Mobile Devices
Computer Graphics on Mobile Devices Bruno Tunjic∗ Vienna University of Technology Figure 1: Different mobile devices available on the market today. Image courtesy of ASU [ASU 2011]. Abstract 1 Introduction Computer graphics hardware acceleration and rendering techniques Under the term mobile device we understand any device designed have improved significantly in recent years. These improvements for use in mobile context [Marcial 2010]. In other words this term are particularly noticeable in mobile devices that are produced in is used for devices that are battery-powered and therefore physi- great amounts and developed by different manufacturers. New tech- cally movable. This group of devices includes mobile (cellular) nologies are constantly developed and this extends the capabilities phones, personal media players (PMP), personal navigation devices of such devices correspondingly. (PND), personal digital assistants (PDA), smartphones, tablet per- sonal computers, notebooks, digital cameras, hand-held game con- soles and mobile internet devices (MID). Figure 1 shows different In this paper, a review about the existing and new hardware and mobile devices available on the market today. Traditional mobile software, as well as a closer look into some of the most important phones are aimed at making and receiving telephone calls over a revolutionary technologies, is given. Special emphasis is given on radio link. PDAs are personal organizers that later evolved into de- new Application Programming Interfaces (API) and rendering tech- vices with advanced units communication, entertainment and wire- niques that were developed in recent years. A review of limitations less capabilities [Wiggins 2004]. Smartphones can be seen as a that developers have to overcome when bringing graphics to mobile next generation of PDAs since they incorporate all its features but devices is also provided. -
414 Advances in Opengl ES for Ios 5 V3 DD F
Advances in OpenGL ES for iOS 5 Session 414 Gokhan Avkarogullari Eric Sunalp iPhone GPU Software These are confidential sessions—please refrain from streaming, blogging, or taking pictures 1 iPad 2 2 3 Per Pixel Lighting/ Normal Maps 4 LightMaps GlossMaps SpecularMaps 5 Dynamic Shadows 6 MSAA 7 Higher Poly Models 8 GLKit New Features 9 GLKit New Features 10 OpenGL ES 2.0 Molecules.app OpenGL ES 1.1 OpenGL ES 2.0 11 GLKit Goals • Making life easier for the developers ■ Find common problems ■ Make solutions available • Encourage unique look ■ Fixed-function pipeline games look similar ■ Shaders to rescue ■ How about porting 12 GLKit GLKTextureLoader GLKTextureLoader • Give a reference—get an OpenGL Texture Object • No need to deal ImageIO, CGImage, libjpg, libpng… 13 GLKit GLKView and GLKViewController GLKTextureLoader GLKView/ViewController • First-class citizen of UIKit hierarchy • Encapsulates FBOs, display links, MSAA management… 14 GLKit GLKMath GLKTextureLoader GLKView/ViewController GLKMath • 3D Graphics math library • Matrix stack, transforms, quaternions… 15 GLKit GLKEffects GLKTextureLoader GLKView/ViewController GLKMath GLKEffects • Fixed-function pipeline features implemented in ES 2.0 context 16 GLKTextureLoader 17 GLKTextureLoader Overview • Makes texture loading simple • Supports common image formats ■ PNG, JPEG, TIFF, etc. • Non-premultiplied data stays non-premultiplied • Cubemap texture support • Convenient loading options ■ Force premultiplication ■ Y-flip ■ Mipmap generation 18 GLKTextureLoader Basic usage • Make an EAGLContext -
Standards for Vision Processing and Neural Networks
Standards for Vision Processing and Neural Networks Radhakrishna Giduthuri, AMD [email protected] © Copyright Khronos Group 2017 - Page 1 Agenda • Why we need a standard? • Khronos NNEF • Khronos OpenVX dog Network Architecture Pre-trained Network Model (weights, …) © Copyright Khronos Group 2017 - Page 2 Neural Network End-to-End Workflow Neural Network Third Vision/AI Party Applications Training Frameworks Tools Datasets Trained Vision and Neural Network Network Inferencing Runtime Network Model Architecture Desktop and Cloud Hardware Embedded/Mobile Embedded/MobileEmbedded/Mobile Embedded/Mobile/Desktop/CloudVision/InferencingVision/Inferencing Hardware Hardware cuDNN MIOpen MKL-DNN Vision/InferencingVision/Inferencing Hardware Hardware GPU DSP CPU Custom FPGA © Copyright Khronos Group 2017 - Page 3 Problem: Neural Network Fragmentation Neural Network Training and Inferencing Fragmentation NN Authoring Framework 1 Inference Engine 1 NN Authoring Framework 2 Inference Engine 2 NN Authoring Framework 3 Inference Engine 3 Every Tool Needs an Exporter to Every Accelerator Neural Network Inferencing Fragmentation toll on Applications Inference Engine 1 Hardware 1 Vision/AI Inference Engine 2 Hardware 2 Application Inference Engine 3 Hardware 3 Every Application Needs know about Every Accelerator API © Copyright Khronos Group 2017 - Page 4 Khronos APIs Connect Software to Silicon Software Silicon Khronos is an International Industry Consortium of over 100 companies creating royalty-free, open standard APIs to enable software to access -
Download Gtx 970 Driver Download Gtx 970 Driver
download gtx 970 driver Download gtx 970 driver. Completing the CAPTCHA proves you are a human and gives you temporary access to the web property. What can I do to prevent this in the future? If you are on a personal connection, like at home, you can run an anti-virus scan on your device to make sure it is not infected with malware. If you are at an office or shared network, you can ask the network administrator to run a scan across the network looking for misconfigured or infected devices. Another way to prevent getting this page in the future is to use Privacy Pass. You may need to download version 2.0 now from the Chrome Web Store. Cloudflare Ray ID: 67a229f54fd4c3c5 • Your IP : 188.246.226.140 • Performance & security by Cloudflare. GeForce Windows 10 Driver. NVIDIA has been working closely with Microsoft on the development of Windows 10 and DirectX 12. Coinciding with the arrival of Windows 10, this Game Ready driver includes the latest tweaks, bug fixes, and optimizations to ensure you have the best possible gaming experience. Game Ready Best gaming experience for Windows 10. GeForce GTX TITAN X, GeForce GTX TITAN, GeForce GTX TITAN Black, GeForce GTX TITAN Z. GeForce 900 Series: GeForce GTX 980 Ti, GeForce GTX 980, GeForce GTX 970, GeForce GTX 960. GeForce 700 Series: GeForce GTX 780 Ti, GeForce GTX 780, GeForce GTX 770, GeForce GTX 760, GeForce GTX 760 Ti (OEM), GeForce GTX 750 Ti, GeForce GTX 750, GeForce GTX 745, GeForce GT 740, GeForce GT 730, GeForce GT 720, GeForce GT 710, GeForce GT 705. -
Khronos Template 2015
Ecosystem Overview Neil Trevett | Khronos President NVIDIA Vice President Developer Ecosystem [email protected] | @neilt3d © Copyright Khronos Group 2016 - Page 1 Khronos Mission Software Silicon Khronos is an Industry Consortium of over 100 companies creating royalty-free, open standard APIs to enable software to access hardware acceleration for graphics, parallel compute and vision © Copyright Khronos Group 2016 - Page 2 http://accelerateyourworld.org/ © Copyright Khronos Group 2016 - Page 3 Vision Pipeline Challenges and Opportunities Growing Camera Diversity Diverse Vision Processors Sensor Proliferation 22 Flexible sensor and camera Use efficient acceleration to Combine vision output control to GENERATE PROCESS with other sensor data an image stream the image stream on device © Copyright Khronos Group 2016 - Page 4 OpenVX – Low Power Vision Acceleration • Higher level abstraction API - Targeted at real-time mobile and embedded platforms • Performance portability across diverse architectures - Multi-core CPUs, GPUs, DSPs and DSP arrays, ISPs, Dedicated hardware… • Extends portable vision acceleration to very low power domains - Doesn’t require high-power CPU/GPU Complex - Lower precision requirements than OpenCL - Low-power host can setup and manage frame-rate graph Vision Engine Middleware Application X100 Dedicated Vision Processing Hardware Efficiency Vision DSPs X10 GPU Compute Accelerator Multi-core Accelerator Power Efficiency Power X1 CPU Accelerator Computation Flexibility © Copyright Khronos Group 2016 - Page 5 OpenVX Graphs -
Migrating from Opengl to Vulkan Mark Kilgard, January 19, 2016 About the Speaker Who Is This Guy?
Migrating from OpenGL to Vulkan Mark Kilgard, January 19, 2016 About the Speaker Who is this guy? Mark Kilgard Principal Graphics Software Engineer in Austin, Texas Long-time OpenGL driver developer at NVIDIA Author and implementer of many OpenGL extensions Collaborated on the development of Cg First commercial GPU shading language Recently working on GPU-accelerated vector graphics (Yes, and wrote GLUT in ages past) 2 Motivation for Talk Coming from OpenGL, Preparing for Vulkan What kinds of apps benefit from Vulkan? How to prepare your OpenGL code base to transition to Vulkan How various common OpenGL usage scenarios are re-thought in Vulkan Re-thinking your application structure for Vulkan 3 Analogy Different Valid Approaches 4 Analogy Fixed-function OpenGL Pre-assembled toy car fun out of the box, not much room for customization 5 AZDO = Approaching Zero Driver Overhead Analogy Modern AZDO OpenGL with Programmable Shaders LEGO Kit you build it yourself, comes with plenty of useful, pre-shaped pieces 6 Analogy Vulkan Pine Wood Derby Kit you build it yourself to race from raw materials power tools used to assemble, adult supervision highly recommended 7 Analogy Different Valid Approaches Fixed-function OpenGL Modern AZDO OpenGL with Vulkan Programmable Shaders 8 Beneficial Vulkan Scenarios Has Parallelizable CPU-bound Graphics Work yes Can your graphics Is your graphics work start work creation be CPU bound? parallelized? yes Vulkan friendly 9 Beneficial Vulkan Scenarios Maximizing a Graphics Platform Budget You’ll yes do whatever Your graphics start it takes to squeeze platform is fixed out max perf. yes Vulkan friendly 10 Beneficial Vulkan Scenarios Managing Predictable Performance, Free of Hitching You put yes You can a premium on manage your start avoiding graphics resource hitches allocations yes Vulkan friendly 11 Unlikely to Benefit Scenarios to Reconsider Coding to Vulkan 1. -
Webgl: the Standard, the Practice and the Opportunity Web3d Conference August 2012
WebGL: The Standard, the Practice and the Opportunity Web3D Conference August 2012 © Copyright Khronos Group 2012 | Page 1 Agenda and Speakers • 3D on the Web and the Khronos Ecosystem - Neil Trevett, NVIDIA and Khronos Group President • Hands On With WebGL - Ken Russell, Google and WebGL Working Group Chair © Copyright Khronos Group 2012 | Page 2 Khronos Connects Software to Silicon • Khronos APIs define processor acceleration capabilities - Graphics, video, audio, compute, vision and sensor processing APIs developed today define the functionality of platforms and devices tomorrow © Copyright Khronos Group 2012 | Page 3 APIs BY the Industry FOR the Industry • Khronos standards have strong industry momentum - 100s of man years invested by industry leading experts - Shipping on billions of devices and multiple operating systems • Khronos is OPEN for any company to join and participate - Standards are truly open – one company, one vote - Solid legal and Intellectual Property framework for industry cooperation - Khronos membership fees to cover expenses • Khronos APIs define core device acceleration functionality - Low-level “Foundation” functionality needed on every platform - Rigorous conformance tests for cross-vendor consistency • They are FREE - Members agree to not request royalties Silicon Software © Copyright Khronos Group 2012 | Page 4 Apple Over 100 members – any company worldwide is welcome to join Board of Promoters © Copyright Khronos Group 2012 | Page 5 API Standards Evolution WEB INTEROP, VISION MOBILE AND SENSORS DESKTOP OpenVL New API technology first evolves on high- Mobile is the new platform for Apps embrace mobility’s end platforms apps innovation. Mobile unique strengths and need Diverse platforms – mobile, TV, APIs unlock hardware and complex, interoperating APIs embedded – mean HTML5 will conserve battery life with rich sensory inputs become increasingly important e.g. -
Geforce 500 Series Graphics Cards, Including Without Limitation the Geforce GTX
c) GeForce 500 series graphics cards, including without limitation the GeForce GTX 580, GeForce GTX 570, GeForce GTX 560 Ti, GeForce GTX 560, GeForce GTX 550 Ti, and GeForce GT 520; d) GeForce 400 series graphics cards, including without limitation the GcForcc GTX 480, GcForcc GTX 470, GeForce GTX 460, GeForce GTS 450, GeForce GTS 440, and GcForcc GT 430; and c) GcForcc 200 series graphics cards, including without limitation the GeForce GT 240, GcForcc GT 220, and GeForce 210. 134. On information and belief, the Accused ’734 Biostar Products contain at least one of the following Accused NVIDIA ’734 Products that infringe at least claims 1-3, 7-9, 12-15, 17, and 19 of the ’734 patent, literally or under the doctrine of equivalents: the GFIOO, GFl04, GF108, GF110, GF114, GF116, GF119, GK104, GKIO6, GK107, GK208, GM107, GT2l5, GT2l6, and GT2l8, which are infringing NVIDIA GPUs. (See Section VI.D.1 and claim charts attached as Exhibit 28.) 3. ECS 135. On information and belief, ECS imports, sells for importation, and/or sells after importation into the United States, Accused Products that incorporate Accused NVIDIA ’734 Products (the “Accused PCS ’734 Products”) and therefore infringe the ’734 patent, literally or under the doctrine of equivalents. 136. On information and belief, the Accused ECS "/34 Products include at least the following products that directly infringe at least claims 1-3, 7-9, 12-15, 17, and 19 of the ’734 patent, literally or under the doctrine of equivalents: a) GeForce 600 series graphics cards, including without limitation -
Opengl SC 2.0?
White Paper: Should You Be Using OpenGL SC 2.0? Introduction Ten years after the release of the first OpenGL® safety certifiable API specification the Khronos Group, the industry group responsible for graphics and video open standards, has released a new OpenGL safety certifiable specification, OpenGL SC 2.0. While both OpenGL SC 2.0 and the earlier safety critical OpenGL specification, OpenGL SC 1.0.1, provide high performance graphics interfaces for creating visualization and user interfaces, OpenGL SC 2.0 enables a higher degree of application capability with new levels of performance and control. This white paper will introduce OpenGL SC 2.0 by providing context in relationship to existing embedded OpenGL specifications, the differences compared to the earlier safety certifiable OpenGL specification, OpenGL SC 1.0.1 and an overview of new capabilities. Overview of OpenGL Specifications OpenGL Graphics Language (the GL in OpenGL) Application Programming Interfaces (API) is an open specification for developing 2D and 3D graphics software applications. There are three main profiles of the OpenGL specifications. OpenGL – desktop OpenGL ES – Embedded Systems OpenGL SC – Safety Critical From time to time the desktop OpenGL specification was updated to incorporate new extensions which are widely supported by Graphics Processing Unit (GPU) vendors reflecting new GPU capabilities. The embedded systems OpenGL specification branches from the desktop OpenGL specification less frequently and is tailored to embedded system needs. The safety critical OpenGL specification branches from the embedded systems OpenGL specifications and is further tailored for safety critical embedded systems. Figure 1 shows the high level relationship between the OpenGL specifications providing cross-platform APIs for full-function 2D and 3D graphics on embedded systems. -
Building the Metaverse One Open Standard at a Time
Building the Metaverse One Open Standard at a Time Khronos APIs and 3D Asset Formats for XR Neil Trevett Khronos President NVIDIA VP Developer Ecosystems [email protected]| @neilt3d April 2020 © Khronos® Group 2020 This work is licensed under a Creative Commons Attribution 4.0 International License © The Khronos® Group Inc. 2020 - Page 1 Khronos Connects Software to Silicon Open interoperability standards to enable software to effectively harness the power of multiprocessors and accelerator silicon 3D graphics, XR, parallel programming, vision acceleration and machine learning Non-profit, member-driven standards-defining industry consortium Open to any interested company All Khronos standards are royalty-free Well-defined IP Framework protects participant’s intellectual property >150 Members ~ 40% US, 30% Europe, 30% Asia This work is licensed under a Creative Commons Attribution 4.0 International License © The Khronos® Group Inc. 2020 - Page 2 Khronos Active Initiatives 3D Graphics 3D Assets Portable XR Parallel Computation Desktop, Mobile, Web Authoring Augmented and Vision, Inferencing, Machine Embedded and Safety Critical and Delivery Virtual Reality Learning Guidelines for creating APIs to streamline system safety certification This work is licensed under a Creative Commons Attribution 4.0 International License © The Khronos® Group Inc. 2020 - Page 3 Pervasive Vulkan Desktop and Mobile GPUs http://vulkan.gpuinfo.org/ Platforms Apple Desktop Android (via porting Media Players Consoles (Android 7.0+) layers) (Vulkan 1.1 required on Android Q) Virtual Reality Cloud Services Game Streaming Embedded Engines Croteam Serious Engine Note: The version of Vulkan available will depend on platform and vendor This work is licensed under a Creative Commons Attribution 4.0 International License © The Khronos® Group Inc.