Embedded Solutions NVIDIA RTX PRO Embedded GPU Solutions
Powering the next era of AI.
Overview AI, Graphics, and Compute for Specialized Systems
From ultrasound devices to advanced digital displays and robotics, NVIDIA RTX PRO™-powered embedded GPU solutions provide excellent performance and power efficiency while meeting the highest quality and reliability standards. No matter the industry, application, or deployment environment, embedded GPU solutions accelerated by NVIDIA RTX PRO are designed to deliver graphics, compute, deep learning, and AI capabilities to a wide variety of systems.
Benefits
Key Benefits of NVIDIA RTX PRO Embedded GPU Solutions
NVIDIA RTX PRO embedded GPUs combine exceptional performance with power efficiency, delivering AI and graphics computing wherever your applications demand it.
Performance and Efficiency
RTX PRO embedded GPUs scale from 35W to 150W, delivering workstation-class NVIDIA CUDA™, Tensor, and RT Core performance into compact form factors–without compromising on size, weight, or thermal constraints. Built on the NVIDIA Blackwell architecture, they deliver major gains in compute throughput, ray tracing, and memory bandwidth for real-time AI inference, computer vision, and advanced
Ruggedization and Form Factors
RTX PRO embedded GPUs are designed for high‑performance computing that can survive vibration, temperature extremes, and space‑constrained environments in defense, aerospace, and industrial systems. These designs allow you to place compute very close to sensors (cameras, radar, EO/IR, medical probes), reducing data‑movement latency and enabling on‑device processing.
Long Lifecycle and Enterprise Reliability
RTX PRO embedded GPUs are backed by long-life availability commitments—keeping hardware consistent across multi-year deployments. They’re purpose-built for applications like medical imaging, industrial automation, and commercial gaming systems, where supply stability and platform continuity are non-negotiable.
Software Ecosystem and Manageability
RTX PRO embedded GPUs integrate into the broader NVIDIA software stack (NVIDIA CUDA-X™ libraries, AI frameworks, Omniverse™ libraries, NVIDIA AI Enterprise), making it easier to reuse code between data center, workstation, and embedded edge deployments.
Products RTX PRO Embedded GPU Specifications
| GPU Features | NVIDIA RTX PRO 5000 Blackwell | NVIDIA RTX PRO 4000 Blackwell | NVIDIA RTX PRO 2000 Blackwell | NVIDIA RTX PRO 500 Blackwell |
|---|---|---|---|---|
| GPU Architecture | NVIDIA Blackwell | NVIDIA Blackwell | NVIDIA Blackwell | NVIDIA Blackwell |
| CUDA® Parallel Processor Cores | 10,496 | 7,680 | 3,328 | 1,792 |
| Tensor Cores | 320 | 240 | 104 | 56 |
| Memory Size | 24GB | 16GB | 8GB | 6GB |
| Memory Type | GDDR7 | GDDR7 | GDDR7 | GDDR7 |
| Memory Interface | 256-bit | 256-bit | 128-bit | 64-bit |
| Memory Bandwidth | 896 GB/sec | 896 GB/sec | 384 GB/sec | 112 GB/sec |
| ECC Error Correction Code | Yes | Yes | Yes | No |
| Max Power Consumption, Total Graphics Power (Graphics Sub-System) | 115W | 115W | 60-100W | 60W |
| Display Port | 2.1b | 2.1b | 2.1b | 2.1b |
| Encode Sessions | Unlimited | Unlimited | Unlimited | Unlimited |
| Long-Life Availability | Yes | Yes | Yes | Yes |
| GPU Features | NVIDIA RTX 5000 Ada Generation | NVIDIA RTX 3500 Ada Generation | NVIDIA RTX 2000 Ada Generation |
|---|---|---|---|
| GPU Architecture | Ada Lovelace architecture | Ada Lovelace architecture | Ada Lovelace architecture |
| CUDA® Parallel Processor Cores | 9,728 | 5,120 | 3,072 |
| Tensor Cores | 304 (4th Gen) | 160 (4th Gen) | 96 (4th Gen) |
| Memory Size | 16GB | 12GB | 8GB |
| Memory Type | GDDR6 | GDDR6 | GDDR6 |
| Memory Interface | 256-bit | 192-bit | 128-bit |
| Memory Bandwidth | 576 GB/sec | 432 GB/sec | 256 GB/sec |
| ECC Error Correction Code | Yes | Yes | Yes |
| Max Power Consumption, Total Graphics Power (Graphics Sub-System) | 80-150W | 60-115W | 35-115W |
| Display Port | 1.4a | 1.4a | 1.4a |
| Encode Sessions | Unlimited | Unlimited | Unlimited |
| Long-Life Availability | Yes | Yes | Yes |
| GPU Features | NVIDIA RTX A4500 | NVIDIA RTX A2000 | NVIDIA RTX A1000 | NVIDIA RTX A500 |
|---|---|---|---|---|
| GPU Architecture | Ampere architecture | Ampere architecture | Ampere architecture | Ampere architecture |
| CUDA® Parallel Processor Cores | 5,888 | 2,560 | 2,048 | 2,048 |
| Tensor Cores | 184 (3rd Gen) | 80 (3rd Gen) | 64 (3rd Gen) | 64 (3rd Gen) |
| Memory Size | 16GB | 8GB | 4GB | 4GB |
| Memory Type | GDDR6 | GDDR6 | GDDR6 | GDDR6 |
| Memory Interface | 256-bit | 224-bit | 224-bit | 64-bit |
| Memory Bandwidth | 512 GB/sec | 224 GB/sec | 224 GB/sec | 112 GB/sec |
| ECC Error Correction Code | Yes | Yes | - | - |
| Max Power Consumption, Total Graphics Power (Graphics Sub-System) | 115 W | 60 W | 60 W | 35 W |
| Display Port | 1.4 | 1.4 | 1.4 | 1.4 |
| Encode Sessions | Unlimited | Unlimited | 3 | 3 |
| GPUDirect® Remote Direct Memory Access (RDMA) and Video | Yes | Yes | - | - |
| Long-Life Availability | Yes | Yes | Yes | Yes |
| GPU Features | NVIDIA Quadro RTX 5000 | NVIDIA Quadro RTX 3000 | NVIDIA Quadro T1000 |
|---|---|---|---|
| GPU Architecture | Turing architecture | Turing architecture | Turing architecture |
| CUDA® Parallel Processor Cores | 3,072 | 1,920 | 896 |
| Tensor Cores | 384 (2nd Gen) | 240 (2nd Gen) | - |
| Memory Size | 16GB | 6GB | 4GB |
| Memory Type | GDDR6 | GDDR6 | GDDR6 |
| Memory Interface | 256-bit | - | 128-bit |
| Memory Bandwidth | 448 GB/sec | 336 GB/sec | 128 GB/sec |
| ECC Error Correction Code | - | - | - |
| Max Power Consumption, Total Graphics Power (Graphics Sub-System) | 110 W | 80 W | 50 W |
| Display Port | 1.4 | 1.4 | 1.4 |
| Encode Sessions | Unlimited | Unlimited | 3 |
| GPUDirect® Remote Direct Memory Access (RDMA) and Video | Yes | Yes | - |
| Long-Life Availability | Yes | Yes | Yes |
Use Cases
NVIDIA RTX PRO Embedded GPU Use Cases by Industry
Bring AI‑powered perception and decision‑making to embedded systems with NVIDIA RTX PRO—delivering breakthrough performance, rugged designs, and long‑lifecycle reliability at the edge.
-
Robotics
-
Manufacturing and Industrial
-
Healthcare
-
Aerospace
-
Edge AI Infrastructure
-
Commercial Gaming
Robotics
Robots accelerated by NVIDIA RTX PRO embedded GPUs perform real‑time 3D perception, object detection, and motion planning at the edge. RTX PRO delivers the compute needed for agentic AI—robots that continuously sense, decide, and adapt their actions to dynamic environments.
Manufacturing and Industrial
Smart factory systems powered by NVIDIA RTX PRO embedded GPUs run advanced computer vision and AI quality inspection directly on the line. From collaborative robots to 3D printers, RTX PRO enables agentic automation—systems that detect defects, adjust processes, and optimize throughput in real time.
Healthcare
NVIDIA RTX PRO‑powered medical devices bring accelerated imaging and AI assistance to the point of care, enabling real‑time reconstruction, enhancement, and clinical decision support across ultrasound, endoscopy, and radiology.
Aerospace
NVIDIA RTX PRO embedded GPUs power real‑time video, sensor fusion, and AI analytics in SWaP‑constrained aircraft and space systems, enabling faster insights for environmental monitoring, natural disaster assessment, and advanced avionics.
Edge AI Infrastructure
Modular infrastructure environments packed with NVIDIA RTX PRO embedded GPUs enable accelerated video broadcasting, AI, and virtual graphics where multiple GPUs can power edge and remote devices.
Commercial Gaming
NVIDIA RTX PRO powers graphics for casino terminals with specialized customization requirements, including long lifecycle support and enterprise reliability for continued business operation.
NVIDIA RTX PRO Embedded Partner Ecosystem
