PNY RTXA2000 Professional Graphics Card 12GB DDR6 3328 Cores 4

DescriptionSpecificationChipset Manufacturer: NvidiaInterface: PCI Express 4.0Graphics Chipset: Nvidia RTX A2000Memory Size: 12GBMemory Type: DDR6Memory Interface: 192-bitCUDA Cores / Stream Processors: 3328 CUDA CoresOutputs: 4 x mini DisplayPort 1.4a1 x mini DisplayPort to DisplayPort Adapter includedHDCP Support: YesResolution: Max DP 1.4 Resolution: 7680 x 4320 @ 60 HzDirectX Support: DirectX 12Max Display Support: 4Cooling: Ultra-quiet active fansinkPSU Requirements: Max Power Consumption : 70WConnectors Required: -Additional Features: See Overview / VideoDimensions: 6.9 x 16.8 cmHalf HeightSlot Size: 2 SlotAccessories: 1 x NVIDIA RTX A2000 with low-profile (LP) bracket1 x mDP to DP adapter1 x unattached full-height (ATX) bracket1 x Quick Installation Guide1 x Support GuidePackage Type: Retail#Hide#Low Profile: Yes (Low Profile)#Hide#DisplayPort: Yes (DisplayPort)Package Weight: 1.1990 kgWarranty: 3 Years%%%%   Compact Design. Unmatched Performance.   The NVIDIA RTX A2000 brings the power of NVIDIA RTX technology, real-time ray tracing, AI-accelerated compute, and high-performance graphics to more professionals. Built on the NVIDIA Ampere architecture, the VR ready RTX A2000 combines 26 second-generation RT Cores, 104 third-generation Tensor Cores, and 3,328 next-generation CUDA cores and 6GB of GDDR6 graphics memory with error correction code (ECC) support for error free computing. The RTX A2000 features a power-efficient low profile, dual-slot PCIe form factor that fits into a wide range of small form factor workstations. Design bigger, render faster, and work smarter than ever before with the RTX A2000.   NVIDIA RTX cards are certified with a broad range of sophisticated professional applications, tested by leading workstation manufacturers, and backed by a global team of support specialists. This gives you the peace of mind to focus on doing your best work. Whether you're developing revolutionary products or telling spectacularly vivid visual stories, NVIDIA RTX gives you the performance to do it brilliantly. CUDA Cores: 3328 GPU Memory: 12 GB GDDR6 with ECC Memory Interface: 192-bit Memory Bandwidth: Up to 288 GB/s Display Connectors: mDP 1.4a (4) DisplayPort: 1.4 Yes Warranty: 3 Years     Performance and Useability Features NVIDIA Ampere Architecture NVIDIA RTX A2000 is the most powerful dual slot, low profile GPU solution offering high performance real-time ray tracing, AI-accelerated compute, and professional graphics rendering, all of this in a compact design with unmatched performance. Building upon the major SM enhancements from the Turing GPU, the NVIDIA Ampere architecture enhances ray tracing operations, tensor matrix operations, and concurrent executions of FP32 and INT32 operations.   CUDA Cores The NVIDIA Ampere architecture-based CUDA cores bring up to 2.7X the single-precision floating point (FP32) throughput compared to the previous generation, providing significant performance improvements for graphics workflows such as 3D model development and compute for workloads such as desktop simulation for computer-aided engineering (CAE). The RTX A2000 enables two FP32 primary data paths, doubling the peak FP32 operations.   Second Generation RT Cores Incorporating 2nd generation ray tracing engines, NVIDIA Ampere architecture-based GPUs provide incredible ray traced rendering performance. For the first time NVDIA is introducing RT Cores into a low profile form factor GPU. A single RTX A2000 board can render complex professional models with physically accurate shadows, reflections, and refractions to empower users with instant insight. Working in concert with applications leveraging APIs such as NVIDIA OptiX, Microsoft DXR and Vulkan ray tracing, systems based on the RTX A2000 will power truly interactive design workflows to provide immediate feedback for unprecedented levels of productivity. The RTX A2000 is more than 5X faster in ray tracing compared to the previous generation. This technology also speeds up the rendering of ray-traced motion blur for faster results with greater visual accuracy.   Third Generation Tensor Cores Purpose-built for deep learning matrix arithmetic at the heart of neural network training and inferencing functions, the RTX A2000 includes enhanced Tensor Cores that accelerate more datatypes and includes a new Fine-Grained Structured Sparsity feature that delivers more than 2X throughput for tensor matrix operations compared to the previous generation. New Tensor Cores will accelerate two new TF32 and BFloat16 precision modes. Independent floating-point and integer data paths allow more efficient execution of workloads using a mix of computation and addressing calculations.   PCIe Gen 4 The RTX A2000 supports PCI Express Gen 4, which provides double the bandwidth of PCIe Gen 3, improving data-transfer speeds from CPU memory for data-intensive tasks like AI and data science.   Higher Speed GDDR6 Memory Built with 6GB GDDR6 memory delivering up to 2X greater throughput for ray tracing, rendering, and AI workloads than the previous generation. The RTX A2000 provides ideal memory footprint to address the datasets and models in latency-sensitive professional applications and at volume.   Error Correcting Code (ECC) on Graphics Memory Meet strict data integrity requirements for mission critical applications with uncompromised computing accuracy and reliability for workstations.   Fifth Generation NVDEC Engine NVDEC is well suited for transcoding and video playback applications for real-time decoding. The following video codecs are supported for hardware-accelerated decoding: MPEG-2, VC-1, H.264 (AVCHD), H.265 (HEVC), VP8, VP9, and AV1.   Seventh Generation NVENC Engine NVENC can take on the most demanding 4K or 8K video encoding tasks to free up the graphics engine and the CPU for other operations. The RTX A2000 provides better encoding quality than software-based x264 encoders.   Graphics Preemption Pixel-level preemption provides more granular control to better support time-sensitive tasks such as VR motion tracking.   Compute Preemption Preemption at the instruction-level provides finer grain control over compute tasks to prevent long- running applications from either monopolizing system resources or timing out.   NVIDIA RTX IO Accelerating GPU-based lossless decompression performance by up to 100x and 20x lower CPU utilization compared to traditional storage APIs using Microsoft’s new DirectStorage for Windows API. RTX IO moves data from the storage to the GPU in a more efficient, compressed form, and improving I/O performance.   Display Features NVIDIA Mosaic Technology Transparently scale the desktop and applications across up to 4 GPUs and 16 displays from a single workstation while delivering full performance and image quality.   DisplayPort 1.4a Support up to four 5K monitors at 60Hz, or dual 8K displays at 60Hz per card. The RTX A2000 supports HDR color for 4K at 60Hz for 10/12b HEVC decode and up to 4K at 60Hz for 10b HEVC encode. Each DisplayPort connector can drive ultra-high resolutions of 4096x2160 at 120 Hz with 30-bit color.   NVIDIA RTX Desktop Manager Gain unprecedented end-user control of the desktop experience for increased productivity in single large display or multi-display environments, especially in the current age of large, widescreen displays.   OpenGL Quad Buffered Stereo Support Provides a smooth and immersive 3D Stereo experience for professional applications.   Ultra-High-Resolution Desktop Support Get more Mosaic topology choices with high resolution displays devices with a 32K Max desktop size.   Professional 3D Stereo Synchronization Robust control of stereo effects through a dedicated connection to directly synchronize 3D stereo hardware to an NVIDIA RTX professional graphics card.       Software Support NVIDIA RTX Experience NVIDIA RTX Experience delivers a suite of productivity tools to your desktop workstation, including desktop recording in up to 8K, automatic alerts for the latest NVIDIA RTX Enterprise driver updates, and access gaming features. The application is available for download.   Software Optimized for AI Deep learning frameworks such as Caffe2, MXNet, CNTK, TensorFlow, and others deliver dramatically faster training times and higher multi-node training performance. GPU accelerated libraries such as cuDNN, cuBLAS, and TensorRT delivers higher performance for both deep learning inference and High- Performance Computing (HPC) application.   NVIDIA CUDA Parallel Computing Platform Natively execute standard programming languages like C/C++ and Fortran, and APIs such as OpenCL, OpenACC and Direct Compute to accelerates techniques such as ray tracing, video and image processing, and computation fluid dynamics.   Unified Memory A single, seamless 49-bit virtual address space allows for the transparent migration of data between the full allocation of CPU and GPU memory.     NVIDIA Enterprise-Management Tools Maximize system uptime, seamlessly manage wide-scale deployments, and remotely control graphics and display settings for efficient operations.