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NVIDIA Opengl in 2012 Mark Kilgard
NVIDIA OpenGL in 2012 Mark Kilgard • Principal System Software Engineer – OpenGL driver and API evolution – Cg (“C for graphics”) shading language – GPU-accelerated path rendering • OpenGL Utility Toolkit (GLUT) implementer • Author of OpenGL for the X Window System • Co-author of Cg Tutorial Outline • OpenGL’s importance to NVIDIA • OpenGL API improvements & new features – OpenGL 4.2 – Direct3D interoperability – GPU-accelerated path rendering – Kepler Improvements • Bindless Textures • Linux improvements & new features • Cg 3.1 update NVIDIA’s OpenGL Leverage Cg GeForce Parallel Nsight Tegra Quadro OptiX Example of Hybrid Rendering with OptiX OpenGL (Rasterization) OptiX (Ray tracing) Parallel Nsight Provides OpenGL Profiling Configure Application Trace Settings Parallel Nsight Provides OpenGL Profiling Magnified trace options shows specific OpenGL (and Cg) tracing options Parallel Nsight Provides OpenGL Profiling Parallel Nsight Provides OpenGL Profiling Trace of mix of OpenGL and CUDA shows glFinish & OpenGL draw calls Only Cross Platform 3D API OpenGL 3D Graphics API • cross-platform • most functional • peak performance • open standard • inter-operable • well specified & documented • 20 years of compatibility OpenGL Spawns Closely Related Standards Congratulations: WebGL officially approved, February 2012 “The web is now 3D enabled” Buffer and OpenGL 4 – DirectX 11 Superset Event Interop • Interop with a complete compute solution – OpenGL is for graphics – CUDA / OpenCL is for compute • Shaders can be saved to and loaded from binary -
Physx As a Middleware for Dynamic Simulations in the Container Loading Problem
Proceedings of the 2018 Winter Simulation Conference M. Rabe, A.A. Juan, N. Mustafee, A. Skoogh, S. Jain, and B. Johansson, eds. PHYSX AS A MIDDLEWARE FOR DYNAMIC SIMULATIONS IN THE CONTAINER LOADING PROBLEM Juan C. Martínez-Franco David Álvarez-Martínez Department of Mechanical Engineering Department of Industrial Engineering Universidad de Los Andes Universidad de Los Andes Carrera 1 Este No. 19A – 40 Carrera 1 Este No. 19A – 40 Bogotá, 11711, COLOMBIA Bogotá, 11711, COLOMBIA ABSTRACT The Container Loading Problem (CLP) is an optimization challenge where the constraint of dynamic stability plays a significant role. The evaluation of dynamic stability requires the use of dynamic simulations that are carried out either with dedicated simulation software that produces very small errors at the expense of simulation speed, or real-time physics engines that complete simulations in a very short time at the cost of repeatability. One such engine, PhysX, is evaluated to determine the feasibility of its integration with the open source application PackageCargo. A simulation tool based on PhysX is proposed and compared with the dynamic simulation environment of Autodesk Inventor to verify its reliability. The simulation tool presents a dynamically accurate representation of the physical phenomena experienced by cargo during transportation, making it a viable option for the evaluation of dynamic stability in solutions to the CLP. 1 INTRODUCTION The Container Loading Problem (CLP) consists of the geometric arrangement of small rectangular items (cargo) into a larger rectangular space (container), but it is not a simple geometry problem. The arrangements of cargo must maximize volume utilization while complying with certain constraints such as cargo fragility, delivery order, etc. -
Gs-35F-4677G
March 2013 NCS Technologies, Inc. Information Technology (IT) Schedule Contract Number: GS-35F-4677G FEDERAL ACQUISTIION SERVICE INFORMATION TECHNOLOGY SCHEDULE PRICELIST GENERAL PURPOSE COMMERCIAL INFORMATION TECHNOLOGY EQUIPMENT Special Item No. 132-8 Purchase of Hardware 132-8 PURCHASE OF EQUIPMENT FSC CLASS 7010 – SYSTEM CONFIGURATION 1. End User Computer / Desktop 2. Professional Workstation 3. Server 4. Laptop / Portable / Notebook FSC CLASS 7-25 – INPUT/OUTPUT AND STORAGE DEVICES 1. Display 2. Network Equipment 3. Storage Devices including Magnetic Storage, Magnetic Tape and Optical Disk NCS TECHNOLOGIES, INC. 7669 Limestone Drive Gainesville, VA 20155-4038 Tel: (703) 621-1700 Fax: (703) 621-1701 Website: www.ncst.com Contract Number: GS-35F-4677G – Option Year 3 Period Covered by Contract: May 15, 1997 through May 14, 2017 GENERAL SERVICE ADMINISTRATION FEDERAL ACQUISTIION SERVICE Products and ordering information in this Authorized FAS IT Schedule Price List is also available on the GSA Advantage! System. Agencies can browse GSA Advantage! By accessing GSA’s Home Page via Internet at www.gsa.gov. TABLE OF CONTENTS INFORMATION FOR ORDERING OFFICES ............................................................................................................................................................................................................................... TC-1 SPECIAL NOTICE TO AGENCIES – SMALL BUSINESS PARTICIPATION 1. Geographical Scope of Contract ............................................................................................................................................................................................................................. -
Does Your Hardware Support Opencl? - 12-29-2011 by Vincent - Streamcomputing
Does your hardware support OpenCL? - 12-29-2011 by vincent - StreamComputing - http://streamcomputing.eu Does your hardware support OpenCL? by vincent – Thursday, December 29, 2011 http://streamcomputing.eu/blog/2011-12-29/opencl-hardware-support/ Does your computer have OpenCL-capable hardware? Read on and find out… For people who only want to run OpenCL-software and have recent hardware, just read this paragraph. If you have recent drivers for your GPU, you can be sure OpenCL is already supported and you can run OpenCL-capable software. NVidia has support for OpenCL 1.1 since drivers 280.13, so if you need OpenCL 1.1, then make sure you have this version or later. If you want to use Intel-processors and you don’t have an AMD GPU installed, you need to download the runtime of Intel OpenCL. If you want to know if your X86 device is supported, you’ll find answers in this article. Often it is not clear how OpenCL works on CPUs. If you have a 8 core processor with double threading, then it mostly is understood that 16 pipelines of instructions are possible. OpenCL takes care of this threading, but also uses parallelism provided by SSE and AVX extension. I talked more about this here and here. Meaning that an 8-core processor with AVX can compute 8 times 32 bytes (8*8 floats or 8*4 doubles) in parallel. You could see it as parallelism of parallelism. SSE is designed with multimedia-operations in mind, but has enough to be used with OpenCL. -
CUDA Particle-Based Fluid Simulation
CUDA Particle-based Fluid Simulation Simon Green Overview Fluid Simulation Techniques CUDA particle simulation Spatial subdivision techniques Rendering methods Future © NVIDIA Corporation 2008 Fluid Simulation Techniques Various approaches: Grid based (Eulerian) Stable fluids Particle level set Particle based (Lagrangian) SPH (smoothed particle hydrodynamics) MPS (Moving-Particle Semi-Implicit) Height field FFT (Tessendorf) Wave propagation – e.g. Kass and Miller © NVIDIA Corporation 2008 CUDA N-Body Demo Computes gravitational attraction between n bodies Computes all n2 interactions Uses shared memory to reduce memory bandwidth 16K bodies @ 44 FPS x 20 FLOPS / interaction x 16K2 interactions / frame = 240 GFLOP/s GeForce 8800 GTX © NVIDIA Corporation 2008 Particle-based Fluid Simulation Advantages Conservation of mass is trivial Easy to track free surface Only performs computation where necessary Not necessarily constrained to a finite grid Easy to parallelize Disadvantages Hard to extract smooth surface from particles Requires large number of particles for realistic results © NVIDIA Corporation 2008 Particle Fluid Simulation Papers Particle-Based Fluid Simulation for Interactive Applications, M. Müller, 2003 3000 particles, 5fps Particle-based Viscoelastic Fluid Simulation, Clavet et al, 2005 1000 particles, 10fps 20,000 particles, 2 secs / frame © NVIDIA Corporation 2008 CUDA SDK Particles Demo Particles with simple collisions Uses uniform grid based on sorting Uses fast CUDA radix sort Current performance: >100 fps for 65K interacting -
The Growing Importance of Ray Tracing Due to Gpus
NVIDIA Application Acceleration Engines advancing interactive realism & development speed July 2010 NVIDIA Application Acceleration Engines A family of highly optimized software modules, enabling software developers to supercharge applications with high performance capabilities that exploit NVIDIA GPUs. Easy to acquire, license and deploy (most being free) Valuable features and superior performance can be quickly added App’s stay pace with GPU advancements (via API abstraction) NVIDIA Application Acceleration Engines PhysX physics & dynamics engine breathing life into real-time 3D; Apex enabling 3D animators CgFX programmable shading engine enhancing realism across platforms and hardware SceniX scene management engine the basis of a real-time 3D system CompleX scene scaling engine giving a broader/faster view on massive data OptiX ray tracing engine making ray tracing ultra fast to execute and develop iray physically correct, photorealistic renderer, from mental images making photorealism easy to add and produce © 2010 Application Acceleration Engines PhysX • Streamlines the adoption of latest GPU capabilities, physics & dynamics getting cutting-edge features into applications ASAP, CgFX exploiting the full power of larger and multiple GPUs programmable shading • Gaining adoption by key ISVs in major markets: SceniX scene • Oil & Gas Statoil, Open Inventor management • Design Autodesk, Dassault Systems CompleX • Styling Autodesk, Bunkspeed, RTT, ICIDO scene scaling • Digital Content Creation Autodesk OptiX ray tracing • Medical Imaging N.I.H iray photoreal rendering © 2010 Accelerating Application Development App Example: Auto Styling App Example: Seismic Interpretation 1. Establish the Scene 1. Establish the Scene = SceniX = SceniX 2. Maximize interactive 2. Maximize data visualization quality + quad buffered stereo + CgFX + OptiX + volume rendering + ambient occlusion 3. -
Developer Tools Showcase
Developer Tools Showcase Randy Fernando Developer Tools Product Manager NVISION 2008 Software Content Creation Performance Education Development FX Composer Shader PerfKit Conference Presentations Debugger mental mill PerfHUD Whitepapers Artist Edition Direct3D SDK PerfSDK GPU Programming Guide NVIDIA OpenGL SDK Shader Library GLExpert Videos CUDA SDK NV PIX Plug‐in Photoshop Plug‐ins Books Cg Toolkit gDEBugger GPU Gems 3 Texture Tools NVSG GPU Gems 2 Melody PhysX SDK ShaderPerf GPU Gems PhysX Plug‐Ins PhysX VRD PhysX Tools The Cg Tutorial NVIDIA FX Composer 2.5 The World’s Most Advanced Shader Authoring Environment DirectX 10 Support NVIDIA Shader Debugger Support ShaderPerf 2.0 Integration Visual Models & Styles Particle Systems Improved User Interface Particle Systems All-New Start Page 350Z Sample Project Visual Models & Styles Other Major Features Shader Creation Wizard Code Editor Quickly create common shaders Full editor with assisted Shader Library code generation Hundreds of samples Properties Panel Texture Viewer HDR Color Picker Materials Panel View, organize, and apply textures Even More Features Automatic Light Binding Complete Scripting Support Support for DirectX 10 (Geometry Shaders, Stream Out, Texture Arrays) Support for COLLADA, .FBX, .OBJ, .3DS, .X Extensible Plug‐in Architecture with SDK Customizable Layouts Semantic and Annotation Remapping Vertex Attribute Packing Remote Control Capability New Sample Projects 350Z Visual Styles Atmospheric Scattering DirectX 10 PCSS Soft Shadows Materials Post‐Processing Simple Shadows -
NVIDIA Physx SDK EULA
NVIDIA CORPORATION NVIDIA® PHYSX® SDK END USER LICENSE AGREEMENT Welcome to the new world of reality gaming brought to you by PhysX® acceleration from NVIDIA®. NVIDIA Corporation (“NVIDIA”) is willing to license the PHYSX SDK and the accompanying documentation to you only on the condition that you accept all the terms in this License Agreement (“Agreement”). IMPORTANT: READ THE FOLLOWING TERMS AND CONDITIONS BEFORE USING THE ACCOMPANYING NVIDIA PHYSX SDK. IF YOU DO NOT AGREE TO THE TERMS OF THIS AGREEMENT, NVIDIA IS NOT WILLING TO LICENSE THE PHYSX SDK TO YOU. IF YOU DO NOT AGREE TO THESE TERMS, YOU SHALL DESTROY THIS ENTIRE PRODUCT AND PROVIDE EMAIL VERIFICATION TO [email protected] OF DELETION OF ALL COPIES OF THE ENTIRE PRODUCT. NVIDIA MAY MODIFY THE TERMS OF THIS AGREEMENT FROM TIME TO TIME. ANY USE OF THE PHYSX SDK WILL BE SUBJECT TO SUCH UPDATED TERMS. A CURRENT VERSION OF THIS AGREEMENT IS POSTED ON NVIDIA’S DEVELOPER WEBSITE: www.developer.nvidia.com/object/physx_eula.html 1. Definitions. “Licensed Platforms” means the following: - Any PC or Apple Mac computer with a NVIDIA CUDA-enabled processor executing NVIDIA PhysX; - Any PC or Apple Mac computer running NVIDIA PhysX software executing on the primary central processing unit of the PC only; - Any PC utilizing an AGEIA PhysX processor executing NVIDIA PhysX code; - Microsoft XBOX 360; - Nintendo Wii; and/or - Sony Playstation 3 “Physics Application” means a software application designed for use and fully compatible with the PhysX SDK and/or NVIDIA Graphics processor products, including but not limited to, a video game, visual simulation, movie, or other product. -
Msi Geforce Gtx 560 Ti (Fermi) Driver Download Available 4 Files for MSI N560GTX-Ti Twin Frozr II-SOC
msi geforce gtx 560 ti (fermi) driver download Available 4 files for MSI N560GTX-Ti Twin Frozr II-SOC. � Online update BIOS/Driver/Firmware/Utility. � Live Monitor auto-detects and suggests the latest BIOS/Driver/Utilities information. Utility Update only for MSI Mainboard Utility Only. Utility - MSI Afterburner. Windows 7 32/64 bits-Vista 32/64 bits-XP 32/64 bits. MSI's own "Afterburner" software is currently the most powerful graphics card overclocking software available. Aside from the basic frequency adjustment and system monitor, this software allows the user to adjust the voltage for the GPU. This important feature saves all the hassle of having to adjust the circuit board in order to provide a higher voltage to the GPU. Additionally, the software's automatic fan speed control has received a lot of praise from enthusiasts all over the world. With MSI's "Afterburner", the decision to run the fan quietly or for high-performance is in your hands! DRIVER GEFORCE GTX 560 TI FOR WINDOWS 7 DOWNLOAD. Geforce gtx 590, geforce gtx 580, geforce gtx 570, geforce gtx 560 ti, geforce gtx 560 se, geforce gtx 560, geforce gtx 555, geforce gtx 550 ti, geforce gt 545, geforce gt 530, geforce gt 520, geforce 510. Hey folks, which belongs to push twice more than reference. Built from the ground up for directx 11 tessellation, the geforce gtx 550 ti delivers revolutionary geometry performance for the ultimate next generation dx11 gaming experience. I also was having serious problems with the new graphics driver in windows 10 on a gtx 560m, i ended up going to device manager, deleting the driver from there, then restarting and windows restored my previous working driver. -
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. -
MSI Afterburner V4.6.4
MSI Afterburner v4.6.4 MSI Afterburner is ultimate graphics card utility, co-developed by MSI and RivaTuner teams. Please visit https://msi.com/page/afterburner to get more information about the product and download new versions SYSTEM REQUIREMENTS: ...................................................................................................................................... 3 FEATURES: ............................................................................................................................................................. 3 KNOWN LIMITATIONS:........................................................................................................................................... 4 REVISION HISTORY: ................................................................................................................................................ 5 VERSION 4.6.4 .............................................................................................................................................................. 5 VERSION 4.6.3 (PUBLISHED ON 03.03.2021) .................................................................................................................... 5 VERSION 4.6.2 (PUBLISHED ON 29.10.2019) .................................................................................................................... 6 VERSION 4.6.1 (PUBLISHED ON 21.04.2019) .................................................................................................................... 7 VERSION 4.6.0 (PUBLISHED ON -
Multiprocessing Contents
Multiprocessing Contents 1 Multiprocessing 1 1.1 Pre-history .............................................. 1 1.2 Key topics ............................................... 1 1.2.1 Processor symmetry ...................................... 1 1.2.2 Instruction and data streams ................................. 1 1.2.3 Processor coupling ...................................... 2 1.2.4 Multiprocessor Communication Architecture ......................... 2 1.3 Flynn’s taxonomy ........................................... 2 1.3.1 SISD multiprocessing ..................................... 2 1.3.2 SIMD multiprocessing .................................... 2 1.3.3 MISD multiprocessing .................................... 3 1.3.4 MIMD multiprocessing .................................... 3 1.4 See also ................................................ 3 1.5 References ............................................... 3 2 Computer multitasking 5 2.1 Multiprogramming .......................................... 5 2.2 Cooperative multitasking ....................................... 6 2.3 Preemptive multitasking ....................................... 6 2.4 Real time ............................................... 7 2.5 Multithreading ............................................ 7 2.6 Memory protection .......................................... 7 2.7 Memory swapping .......................................... 7 2.8 Programming ............................................. 7 2.9 See also ................................................ 8 2.10 References .............................................