The NVIDIA RTX A5000 represents the pinnacle of workstation GPUs, delivering high-performance real-time ray tracing, AI-accelerated computing, and professional graphics rendering within a carefully optimized power envelope. Building on significant SM advancements from the Turing generation, the NVIDIA Ampere architecture significantly enhances ray tracing capabilities, tensor operations, and simultaneous execution of FP32 and INT32 tasks.

The CUDA cores based on NVIDIA Ampere architecture yield up to 2.5X the single-precision floating point (FP32) throughput of its predecessor, enabling major performance breakthroughs for graphics workflows, such as 3D model creation and desktop simulation in computer-aided engineering (CAE). The RTX A5000 supports two FP32 primary data pathways, doubling the maximum FP32 operations.

The incorporation of 2nd generation ray tracing cores allows NVIDIA Ampere architecture-based GPUs to deliver outstanding performance in ray traced rendering. One RTX A5000 card can render intricate professional models with physically accurate shadows, reflections, and refractions, providing users with immediate insights. When used in conjunction with APIs such as NVIDIA OptiX, Microsoft DXR, and Vulkan ray tracing, systems built on the RTX A5000 can facilitate highly interactive design workflows, resulting in exceptional productivity levels. The RTX A5000 is capable of delivering up to 2X faster ray tracing performance compared to the prior generation, while also accelerating ray-traced motion blur for enhanced results and visual fidelity.

Engineered specifically for deep learning matrix computations at the core of neural network training and inference, the RTX A5000 boasts advanced Tensor Cores that accelerate a broader range of data types, including a unique Fine-Grained Structured Sparsity feature that doubles throughput for tensor matrix operations versus the last generation. The innovative Tensor Cores accelerate two additional precision modes: TF32 and BFloat16. Independent pathways for floating-point and integer computations allow for more efficient execution of tasks combining diverse calculations.

The RTX A5000 supports PCI Express Gen 4, which offers double the bandwidth of PCIe Gen 3, enhancing data-transfer speeds from CPU memory, crucial for data-intensive applications encompassing AI and data science.

Engineered with 24GB of GDDR6 memory, providing up to 71% greater throughput for ray tracing, rendering, and AI operations compared to prior generations. The RTX A5000 offers the industry's most extensive graphics memory footprint to tackle the largest datasets and models in latency-sensitive professional applications.

Align with stringent data integrity needs for mission-critical applications by ensuring uncompromised compute accuracy and reliability across workstations.

NVDEC is ideally suited for transcoding and video playback applications, offering real-time decoding. It supports various video codecs for hardware-accelerated decoding, including MPEG-2, VC-1, H.264 (AVCHD), H.265 (HEVC), VP8, VP9, and AV1.

NVENC efficiently handles the most demanding 4K or 8K video encoding tasks, freeing the graphics engine and CPU for other operations. The RTX A5000 ensures superior encoding quality compared to software-based x264 encoders.

Pixel-level preemption offers enhanced control to effectively support time-sensitive tasks, including VR motion tracking.

Preemption at the instruction level grants finer control over compute operations, preventing extensive applications from monopolizing system resources or timing out.

3rd Generation NVLink

Link two RTX A5000 cards using NVLink to effectively double the memory footprint, enhancing application performance by facilitating GPU-to-GPU data transfers with a total bandwidth of up to 112.5 GB/s.

NVIDIA® Quadro® Mosaic Technology

Utilize multiple GPUs to dynamically scale graphics output, boost image quality, expand display zones, and create a fully virtualized system environment.

Supports up to four 5K monitors at 60Hz, or dual 8K displays at 60Hz per card. The RTX A5000 offers HDR color for 4K @ 60Hz for 10/12b HEVC decoding and up to 4K @ 60Hz for 10b HEVC encoding. Each DisplayPort connector drives ultra-high resolutions of 4096x2160 at 120 Hz with a 30-bit color depth.

Achieve unparalleled end-user control over the desktop experience, enhancing productivity in single or multi-display environments, particularly in the current era of large, widescreen displays.

Synchronizes display and image outputs from up to 32 displays powered by 8 GPUs (connected through two Sync II boards) within a single system, minimizing hardware requirements for advanced video visualization settings.

Ensures a seamless and immersive 3D Stereo experience for professional-grade applications.

Enables smooth and immersive 3D Stereo experiences tailored for professional applications.

Provides enhanced Mosaic topology options with displays that support a maximum desktop size of 32K for improved graphics workflows.

Facilitates precise synchronization of stereo effects through a dedicated connection to directly link 3D stereo hardware to a Quadro graphics card.

The NVIDIA RTX A5000 is the ultimate workstation GPU, providing advanced real-time ray tracing, AI-enhanced compute capabilities, and professional-grade rendering within an optimized power envelope. The significant SM improvements over the Turing architecture empower accelerated ray tracing, tensor matrix operations, and streamlined execution of FP32 and INT32 operations.

NVIDIA RTX Experience offers an array of productivity tools for your desktop workstation, including desktop recording capabilities at up to 8K resolution, automatic notifications for the latest NVIDIA RTX Enterprise driver updates, and access to gaming features. The software is available for download here.

Deep learning frameworks such as Caffe2, MXNet, CNTK, TensorFlow, and others significantly accelerate training times and enhance multi-node training performance. GPU-accelerated libraries like cuDNN, cuBLAS, and TensorRT provide improved performance for both deep learning inference and High-Performance Computing (HPC) tasks.

Seamlessly execute standard programming languages such as C/C++ and Fortran, along with APIs like OpenCL, OpenACC, and Direct Compute to accelerate techniques involving ray tracing, video and image processing, and computational fluid dynamics.

Utilize a single, seamless 49-bit virtual address space for the efficient migration of data between the complete allocation of CPU and GPU memory resources.

GPUDirect for Video streamlines communication between the GPU and video I/O devices, eliminating redundant system memory copies and CPU overhead.

Enhance system uptime, manage large-scale deployments seamlessly, and remotely control graphics and display configurations to ensure organized operations.