Nvidia Tesla P40 Gpu Accelerator
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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 ............................................................................................................................................................................................................................. -
Data Sheet: Quadro GV100
REINVENTING THE WORKSTATION WITH REAL-TIME RAY TRACING AND AI NVIDIA QUADRO GV100 The Power To Accelerate AI- FEATURES > Four DisplayPort 1.4 Enhanced Workflows Connectors3 The NVIDIA® Quadro® GV100 reinvents the workstation > DisplayPort with Audio to meet the demands of AI-enhanced design and > 3D Stereo Support with Stereo Connector3 visualization workflows. It’s powered by NVIDIA Volta, > NVIDIA GPUDirect™ Support delivering extreme memory capacity, scalability, and > NVIDIA NVLink Support1 performance that designers, architects, and scientists > Quadro Sync II4 Compatibility need to create, build, and solve the impossible. > NVIDIA nView® Desktop SPECIFICATIONS Management Software GPU Memory 32 GB HBM2 Supercharge Rendering with AI > HDCP 2.2 Support Memory Interface 4096-bit > Work with full fidelity, massive datasets 5 > NVIDIA Mosaic Memory Bandwidth Up to 870 GB/s > Enjoy fluid visual interactivity with AI-accelerated > Dedicated hardware video denoising encode and decode engines6 ECC Yes NVIDIA CUDA Cores 5,120 Bring Optimal Designs to Market Faster > Work with higher fidelity CAE simulation models NVIDIA Tensor Cores 640 > Explore more design options with faster solver Double-Precision Performance 7.4 TFLOPS performance Single-Precision Performance 14.8 TFLOPS Enjoy Ultimate Immersive Experiences Tensor Performance 118.5 TFLOPS > Work with complex, photoreal datasets in VR NVIDIA NVLink Connects 2 Quadro GV100 GPUs2 > Enjoy optimal NVIDIA Holodeck experience NVIDIA NVLink bandwidth 200 GB/s Realize New Opportunities with AI -
NVIDIA Quadro P4000
NVIDIA Quadro P4000 GP104 1792 112 64 8192 MB GDDR5 256 bit GRAPHICS PROCESSOR CORES TMUS ROPS MEMORY SIZE MEMORY TYPE BUS WIDTH The Quadro P4000 is a professional graphics card by NVIDIA, launched in February 2017. Built on the 16 nm process, and based on the GP104 graphics processor, the card supports DirectX 12.0. The GP104 graphics processor is a large chip with a die area of 314 mm² and 7,200 million transistors. Unlike the fully unlocked GeForce GTX 1080, which uses the same GPU but has all 2560 shaders enabled, NVIDIA has disabled some shading units on the Quadro P4000 to reach the product's target shader count. It features 1792 shading units, 112 texture mapping units and 64 ROPs. NVIDIA has placed 8,192 MB GDDR5 memory on the card, which are connected using a 256‐bit memory interface. The GPU is operating at a frequency of 1227 MHz, which can be boosted up to 1480 MHz, memory is running at 1502 MHz. We recommend the NVIDIA Quadro P4000 for gaming with highest details at resolutions up to, and including, 5760x1080. Being a single‐slot card, the NVIDIA Quadro P4000 draws power from 1x 6‐pin power connectors, with power draw rated at 105 W maximum. Display outputs include: 4x DisplayPort. Quadro P4000 is connected to the rest of the system using a PCIe 3.0 x16 interface. The card measures 241 mm in length, and features a single‐slot cooling solution. Graphics Processor Graphics Card GPU Name: GP104 Released: Feb 6th, 2017 Architecture: Pascal Production Active Status: Process Size: 16 nm Bus Interface: PCIe 3.0 x16 Transistors: 7,200 -
4 Reasons Why Pny Is the Right Choice Nvidia Quadro Rtx 8000
4 REASONS WHY PNY IS THE RIGHT CHOICE GOVERNMENT AND DEFENSE PROGRAMS 1. PNY OFFERS SPECIAL GOVERNMENT PRICING PNY offers a special discount to all qualified government and educational customers on NVIDIA Quadro* professional graphics solutions. This discount is available through participating distributors only. To see if you qualify, contact your PNY account manager at [email protected]. 2. PNY OFFERS A FULL RANGE OF GPU PRODUCTS AND SOLUTIONS PNY offers a full line of professional GPU solutions to meet any project need, including the NVIDIA® Quadro® line of professional graphics solutions. NVIDIA Quadro is the world’s most advanced and trusted graphics accelerator of professional workflows. 3. PNY OFFERS PRODUCTS THAT ARE USED IN MANY GOVERNMENT AND PUBLIC SECTORS Whether it’s for CAD, Computation, Artificial Intelligence, Virtual Reality or even Scientific Visualization, our professional graphics solutions are certified on over 100+ industry leading applications and can be found supporting all levels of government and public sectors: • AVIATION • GOVERNMENT AGENCIES • MEDICAL • DEFENSE/MILITARY • INTELLIGENCE • UNIVERSITY RESEARCH 4. PNY OFFERS QUADRO RTX 8000 FOR SUPERCOMPUTING, CAE AND DEEP LEARNING (AI) NVIDIA QUADRO RTX 8000 The RTX 8000, powered by NVIDIA’s Turing GPU architecture, with RT Cores and Tensor Cores, delivers cinematic quality physically-based rendering, with AI denoising enhancements. New solutions ranging from generative design to Data Science are opened up by the RTX 8000’s amazing new capabilities. With unmatched mixed precision and Tensor compute, real-time ray tracing, and advanced AI on a single board, the RTX 8000 is the perfect upgrade to existing Quadro P6000 and GV100 use cases for demanding creative and design professionals. -
Datasheet Quadro K600
ACCELERATE YOUR CREATIVITY NVIDIA® QUADRO® K620 Accelerate your creativity with FEATURES ® ® > DisplayPort 1.2 Connector NVIDIA Quadro —the world’s most > DisplayPort with Audio > DVI-I Dual-Link Connector 1 powerful workstation graphics. > VGA Support ™ The NVIDIA Quadro K620 offers impressive > NVIDIA nView Desktop Management Software power-efficient 3D application performance and Compatibility capability. 2 GB of DDR3 GPU memory with fast > HDCP Support bandwidth enables you to create large, complex 3D > NVIDIA Mosaic2 SPECIFICATIONS models, and a flexible single-slot and low-profile GPU Memory 2 GB DDR3 form factor makes it compatible with even the most Memory Interface 128-bit space and power-constrained chassis. Plus, an all-new display engine drives up to four displays with Memory Bandwidth 29.0 GB/s DisplayPort 1.2 support for ultra-high resolutions like NVIDIA CUDA® Cores 384 3840x2160 @ 60 Hz with 30-bit color. System Interface PCI Express 2.0 x16 Quadro cards are certified with a broad range of Max Power Consumption 45 W sophisticated professional applications, tested by Thermal Solution Ultra-Quiet Active leading workstation manufacturers, and backed by Fansink a global team of support specialists, giving you the Form Factor 2.713” H × 6.3” L, Single Slot, Low Profile peace of mind to focus on doing your best work. Whether you’re developing revolutionary products or Display Connectors DVI-I DL + DP 1.2 telling spectacularly vivid visual stories, Quadro gives Max Simultaneous Displays 2 direct, 4 DP 1.2 you the performance to do it brilliantly. Multi-Stream Max DP 1.2 Resolution 3840 x 2160 at 60 Hz Max DVI-I DL Resolution 2560 × 1600 at 60 Hz Max DVI-I SL Resolution 1920 × 1200 at 60 Hz Max VGA Resolution 2048 × 1536 at 85 Hz Graphics APIs Shader Model 5.0, OpenGL 4.53, DirectX 11.24, Vulkan 1.03 Compute APIs CUDA, DirectCompute, OpenCL™ 1 Via supplied adapter/connector/bracket | 2 Windows 7, 8, 8.1 and Linux | 3 Product is based on a published Khronos Specification, and is expected to pass the Khronos Conformance Testing Process when available. -
NVIDIA Quadro P620
UNMATCHED POWER. UNMATCHED CREATIVE FREEDOM. NVIDIA® QUADRO® P620 Powerful Professional Graphics with FEATURES > Four Mini DisplayPort 1.4 Expansive 4K Visual Workspace Connectors1 > DisplayPort with Audio The NVIDIA Quadro P620 combines a 512 CUDA core > NVIDIA nView® Desktop Pascal GPU, large on-board memory and advanced Management Software display technologies to deliver amazing performance > HDCP 2.2 Support for a range of professional workflows. 2 GB of ultra- > NVIDIA Mosaic2 fast GPU memory enables the creation of complex 2D > Dedicated hardware video encode and decode engines3 and 3D models and a flexible single-slot, low-profile SPECIFICATIONS form factor makes it compatible with even the most GPU Memory 2 GB GDDR5 space and power-constrained chassis. Support for Memory Interface 128-bit up to four 4K displays (4096x2160 @ 60 Hz) with HDR Memory Bandwidth Up to 80 GB/s color gives you an expansive visual workspace to view NVIDIA CUDA® Cores 512 your creations in stunning detail. System Interface PCI Express 3.0 x16 Quadro cards are certified with a broad range of Max Power Consumption 40 W sophisticated professional applications, tested by Thermal Solution Active leading workstation manufacturers, and backed by Form Factor 2.713” H x 5.7” L, a global team of support specialists, giving you the Single Slot, Low Profile peace of mind to focus on doing your best work. Display Connectors 4x Mini DisplayPort 1.4 Whether you’re developing revolutionary products or Max Simultaneous 4 direct, 4x DisplayPort telling spectacularly vivid visual stories, Quadro gives Displays 1.4 Multi-Stream you the performance to do it brilliantly. -
Nvidia Quadro T1000
NVIDIA professional laptop GPUs power the world’s most advanced thin and light mobile workstations and unique compact devices to meet the visual computing needs of professionals across a wide range of industries. The latest generation of NVIDIA RTX professional laptop GPUs, built on the NVIDIA Ampere architecture combine the latest advancements in real-time ray tracing, advanced shading, and AI-based capabilities to tackle the most demanding design and visualization workflows on the go. With the NVIDIA PROFESSIONAL latest graphics technology, enhanced performance, and added compute power, NVIDIA professional laptop GPUs give designers, scientists, and artists the tools they need to NVIDIA MOBILE GRAPHICS SOLUTIONS work efficiently from anywhere. LINE CARD GPU SPECIFICATIONS PERFORMANCE OPTIONS 2 1 ® / TXAA™ Anti- ® ™ 3 4 * 5 NVIDIA FXAA Aliasing Manager NVIDIA RTX Desktop Support Vulkan NVIDIA Optimus NVIDIA CUDA NVIDIA RT Cores Cores Tensor GPU Memory Memory Bandwidth* Peak Memory Type Memory Interface Consumption Max Power TGP DisplayPort Open GL Shader Model DirectX PCIe Generation Floating-Point Precision Single Peak)* (TFLOPS, Performance (TFLOPS, Performance Tensor Peak) Gen MAX-Q Technology 3rd NVENC / NVDEC Processing Cores Processing Laptop GPUs 48 (2nd 192 (3rd NVIDIA RTX A5000 6,144 16 GB 448 GB/s GDDR6 256-bit 80 - 165 W* 1.4 4.6 7.0 12 Ultimate 4 21.7 174.0 Gen) Gen) 40 (2nd 160 (3rd NVIDIA RTX A4000 5,120 8 GB 384 GB/s GDDR6 256-bit 80 - 140 W* 1.4 4.6 7.0 12 Ultimate 4 17.8 142.5 Gen) Gen) 32 (2nd 128 (3rd NVIDIA RTX A3000 -
NVIDIA Ampere GA102 GPU Architecture Whitepaper
NVIDIA AMPERE GA102 GPU ARCHITECTURE Second-Generation RTX Updated with NVIDIA RTX A6000 and NVIDIA A40 Information V2.0 Table of Contents Introduction 5 GA102 Key Features 7 2x FP32 Processing 7 Second-Generation RT Core 7 Third-Generation Tensor Cores 8 GDDR6X and GDDR6 Memory 8 Third-Generation NVLink® 8 PCIe Gen 4 9 Ampere GPU Architecture In-Depth 10 GPC, TPC, and SM High-Level Architecture 10 ROP Optimizations 11 GA10x SM Architecture 11 2x FP32 Throughput 12 Larger and Faster Unified Shared Memory and L1 Data Cache 13 Performance Per Watt 16 Second-Generation Ray Tracing Engine in GA10x GPUs 17 Ampere Architecture RTX Processors in Action 19 GA10x GPU Hardware Acceleration for Ray-Traced Motion Blur 20 Third-Generation Tensor Cores in GA10x GPUs 24 Comparison of Turing vs GA10x GPU Tensor Cores 24 NVIDIA Ampere Architecture Tensor Cores Support New DL Data Types 26 Fine-Grained Structured Sparsity 26 NVIDIA DLSS 8K 28 GDDR6X Memory 30 RTX IO 32 Introducing NVIDIA RTX IO 33 How NVIDIA RTX IO Works 34 Display and Video Engine 38 DisplayPort 1.4a with DSC 1.2a 38 HDMI 2.1 with DSC 1.2a 38 Fifth Generation NVDEC - Hardware-Accelerated Video Decoding 39 AV1 Hardware Decode 40 Seventh Generation NVENC - Hardware-Accelerated Video Encoding 40 NVIDIA Ampere GA102 GPU Architecture ii Conclusion 42 Appendix A - Additional GeForce GA10x GPU Specifications 44 GeForce RTX 3090 44 GeForce RTX 3070 46 Appendix B - New Memory Error Detection and Replay (EDR) Technology 49 Appendix C - RTX A6000 GPU Perf ormance 50 List of Figures Figure 1. -
PACKET 22 BOOKSTORE, TEXTBOOK CHAPTER Reading Graphics
A.11 GRAPHICS CARDS, Historical Perspective (edited by J Wunderlich PhD in 2020) Graphics Pipeline Evolution 3D graphics pipeline hardware evolved from the large expensive systems of the early 1980s to small workstations and then to PC accelerators in the 1990s, to $X,000 graphics cards of the 2020’s During this period, three major transitions occurred: 1. Performance-leading graphics subsystems PRICE changed from $50,000 in 1980’s down to $200 in 1990’s, then up to $X,0000 in 2020’s. 2. PERFORMANCE increased from 50 million PIXELS PER SECOND in 1980’s to 1 billion pixels per second in 1990’’s and from 100,000 VERTICES PER SECOND to 10 million vertices per second in the 1990’s. In the 2020’s performance is measured more in FRAMES PER SECOND (FPS) 3. Hardware RENDERING evolved from WIREFRAME to FILLED POLYGONS, to FULL- SCENE TEXTURE MAPPING Fixed-Function Graphics Pipelines Throughout the early evolution, graphics hardware was configurable, but not programmable by the application developer. With each generation, incremental improvements were offered. But developers were growing more sophisticated and asking for more new features than could be reasonably offered as built-in fixed functions. The NVIDIA GeForce 3, described by Lindholm, et al. [2001], took the first step toward true general shader programmability. It exposed to the application developer what had been the private internal instruction set of the floating-point vertex engine. This coincided with the release of Microsoft’s DirectX 8 and OpenGL’s vertex shader extensions. Later GPUs, at the time of DirectX 9, extended general programmability and floating point capability to the pixel fragment stage, and made texture available at the vertex stage. -
NVIDIA Professional Graphics Solutions | Line Card
You need to do great things. Create and collaborate from anywhere, on any device, without distractions like slow performance, poor stability, or application incompatibility. NVIDIA® Quadro® is the technology that lets you unleash your vision and enjoy the ultimate creative freedom. NVIDIA Quadro provides a wide range of solutions that bring the power of NVIDIA RTX™ to millions of professionals, on the go, on desktop, or in the data center. Leverage the latest advancements in AI, virtual reality (VR), and interactive, photorealistic rendering so you can develop revolutionary NVIDIA PROFESSIONAL products, tell vivid visual stories, and design groundbreaking architecture like never before. GRAPHICS SOLUTIONS Support for advanced features, frameworks, and SDKs across all of our products gives you the power to tackle the most challenging visual computing tasks, no matter the scale. Quadro in Mobile Workstations Quadro in Desktop Workstations Quadro in Servers Professionals today are increasingly working on complex workflows Drive the most challenging workloads with Quadro RTX powered Demand for visualization, rendering, data science, and simulation like VR, 8K video editing, and photorealistic rendering on the go. desktop workstations designed and built specifically for artists, continues to grow as businesses tackle larger, more complex Quadro RTX™ mobile GPUs deliver desktop-level performance in designers, and engineers. Connect multiple Quadro RTX GPUs to workloads than ever before. Scale up your visual compute a portable form factor. With up to 24GB of massive GPU memory, scale up to 96 gigabytes (GB) of GPU memory and performance infrastructure and tackle graphics intensive workloads, complex Quadro RTX mobile GPUs combine the latest advancements in real- to tackle the largest workloads and speed up your workflow. -
Advanced Computing
National Aeronautics and Space Administration S NASA Advanced Computing e NASA Advanced Supercomputing Division has been the agency’s primary resource for high performance computing, data storage, and advanced modeling and simulation tools for over 30 years. From the 1.9 gigaflop Cray-2 system installed in 1985 to the current petascale Pleiades, Electra, and Aitken superclusters, our facility at NASA’s Ames Research Center in Silicon Valley has housed over 40 production and testbed super- computers supporting NASA missions and projects in aeronautics, human space exploration, Earth science, and astrophysics. www.nasa.gov SUPERCOMPUTING (NAS) DIVISION NASA ADVANCED e NASA Advanced Supercomputing (NAS) facility’s NVIDIA Tesla V100 GPUs, to the Pleiades supercomputer, computing environment includes the three most powerful providing dozens of teraflops of computational boost to supercomputers in the agency: the petascale Electra, Aitken, each of the enhanced nodes. and Pleiades systems. Developed with a focus on flexible scalability, the systems at NAS have the ability to expand e NAS facility also houses several smaller systems to sup- and upgrade hardware with minimal impact to users, allow- port various computational needs, including the Endeavour ing us the ability to continually provide the most advanced shared-memory system for large-memory jobs, and the computing technologies to support NASA’s many inspiring hyperwall visualization system, which provides a unique missions and projects. environment for researchers to explore their very large, high-dimensional datasets. Additionally, we support both Part of this hardware diversity includes the integration of short-term RAID and long-term tape mass storage systems, graphics processing units (GPUs), which can speed up providing more than 1,500 users running jobs on the some codes and algorithms run on NAS systems. -
Virtual GPU Software User Guide Is Organized As Follows: ‣ This Chapter Introduces the Capabilities and Features of NVIDIA Vgpu Software
Virtual GPU Software User Guide DU-06920-001 _v13.0 Revision 02 | August 2021 Table of Contents Chapter 1. Introduction to NVIDIA vGPU Software..............................................................1 1.1. How NVIDIA vGPU Software Is Used....................................................................................... 1 1.1.2. GPU Pass-Through.............................................................................................................1 1.1.3. Bare-Metal Deployment.....................................................................................................1 1.2. Primary Display Adapter Requirements for NVIDIA vGPU Software Deployments................2 1.3. NVIDIA vGPU Software Features............................................................................................. 3 1.3.1. GPU Instance Support on NVIDIA vGPU Software............................................................3 1.3.2. API Support on NVIDIA vGPU............................................................................................ 5 1.3.3. NVIDIA CUDA Toolkit and OpenCL Support on NVIDIA vGPU Software...........................5 1.3.4. Additional vWS Features....................................................................................................8 1.3.5. NVIDIA GPU Cloud (NGC) Containers Support on NVIDIA vGPU Software...................... 9 1.3.6. NVIDIA GPU Operator Support.......................................................................................... 9 1.4. How this Guide Is Organized..................................................................................................10