0RJ6Y Dell AMD Mi210 300W PCI Express 64GB Passive Double GPU.

Dell 0RJ6Y AMD Instinct MI210 300W Accelerator

Professional-Grade Compute Acceleration

The Dell 0RJ6Y AMD Instinct MI210 represents a significant advancement in high-performance computing acceleration, designed specifically for enterprise and data center environments. This 300W PCI Express GPU delivers exceptional computational density for demanding workloads including scientific research, artificial intelligence training, and complex simulations. Built on AMD's CDNA 2 architecture, the MI210 incorporates 64GB of high-bandwidth HBM2e memory with ECC protection, ensuring data integrity and reliability in mission-critical applications.

PCI Express 64GB Accelerator

At the core of the Dell 0RJ6Y AMD MI210 lies the advanced CDNA 2 architecture, specifically engineered for compute-intensive workloads rather than traditional graphics rendering. This architectural focus enables superior performance in high-performance computing (HPC) and AI training scenarios. The GPU features a passive double-wide full-height form factor optimized for server deployment, where system-level cooling solutions maintain optimal operating temperatures during sustained computational workloads.

Memory Subsystem Excellence

The memory architecture represents one of the MI210's most significant advantages, featuring 64GB of HBM2e memory with error correction code (ECC) protection. This substantial memory capacity, combined with exceptional bandwidth exceeding 1.6 TB/s, enables the processing of massive datasets without frequent host memory transfers. The memory subsystem is specifically tuned for matrix operations common in AI workloads and large-scale scientific simulations, providing deterministic performance for predictable execution times in critical applications.

Key Specifications and Performance Characteristics

Compute Performance Metrics

The Dell 0RJ6Y AMD MI210 delivers exceptional computational performance across both FP64 and FP32 precision formats, making it equally suitable for traditional HPC workloads and modern AI training tasks. With peak FP64 performance exceeding 22.6 TFLOPS and FP32 performance reaching 45.3 TFLOPS, the accelerator handles the most demanding computational challenges. The inclusion of matrix core technology further accelerates mixed-precision operations common in AI training, providing up to 181 TFLOPS for FP16 matrix operations with appropriate scaling factors.

Precision Capabilities

Understanding the precision capabilities is crucial for selecting the right accelerator for specific workloads. The MI210 supports comprehensive precision formats including FP64, FP32, FP16, BF16, INT8, and INT4. This flexibility allows the same hardware to efficiently handle traditional scientific computing requiring high precision (FP64) alongside AI workloads that can leverage lower precision formats (FP16/BF16) for improved performance and reduced memory footprint.

Memory Architecture Details

The memory subsystem of the Dell 0RJ6Y AMD MI210 represents a cornerstone of its performance capabilities. With 64GB of HBM2e memory operating at 1.6 TB/s bandwidth, the accelerator can maintain high computational utilization even when processing massive datasets. The eight memory controllers, each managing 8GB of HBM2e, provide balanced access patterns across the entire memory space, minimizing latency and ensuring consistent performance regardless of access patterns.

Error Correction and Reliability

Data integrity is paramount in enterprise and scientific computing environments, and the MI210 addresses this requirement through comprehensive ECC protection across the entire memory subsystem. This includes protection for all HBM2e memory, caches, and register files, ensuring single-bit errors are corrected and multi-bit errors are detected before they can compromise computational results. This level of protection is essential for financial modeling, scientific research, and other applications where computational accuracy cannot be compromised.

Cache Hierarchy

The sophisticated cache hierarchy includes multiple levels designed to maximize computational efficiency. The large L2 cache serves as a critical buffer between the compute units and HBM2e memory, reducing memory latency for frequently accessed data and improving overall utilization of the memory bandwidth. This cache organization is particularly beneficial for workloads with temporal locality, where the same data elements are accessed multiple times during computation.

Form Factor and Physical Characteristics

PCI Express Form Factor

The Dell 0RJ6Y AMD MI210 utilizes a passive double-wide full-height PCI Express form factor specifically designed for server environments. Measuring standard full-height dimensions and requiring two adjacent PCIe slots, this form factor ensures compatibility with a wide range of server chassis and motherboard configurations. The passive cooling design relies on system-level airflow provided by server fans, making it ideal for data center deployment where centralized cooling management is preferred over individual card cooling solutions.

Power Delivery System

The power delivery subsystem employs high-quality components designed for continuous operation under load. The card utilizes dual 8-pin PCIe power connectors to deliver the necessary 300W, with power management circuitry monitoring consumption and ensuring stable operation across varying workload intensities. This design supports the transient power demands characteristic of computational workloads while maintaining power integrity for reliable operation.

Interconnect Technology

Beyond the primary PCI Express interface, the MI210 supports advanced interconnect technologies crucial for multi-GPU configurations. The inclusion of AMD Infinity Fabric technology enables high-speed, low-latency communication between multiple Instinct accelerators within the same system or across nodes. This capability is essential for scaling performance across multiple GPUs in HPC and AI training scenarios where model parallelism or data parallelism requires efficient inter-GPU communication.

PCI Express Interface Details

The PCI Express 4.0 x16 interface provides the host connection, delivering sufficient bandwidth for most computational workloads while maintaining broad compatibility with modern server platforms. While the interface bandwidth is substantially lower than the internal HBM2e memory bandwidth, efficient data management techniques and large onboard memory capacity minimize the impact of this interface limitation for properly optimized applications.

HPC Application Compatibility

In the high-performance computing domain, the MI210 supports a broad range of scientific applications and libraries. From computational fluid dynamics and finite element analysis to molecular dynamics and quantum chemistry, the accelerator delivers performance improvements for computationally intensive simulations. Support for standard programming models like OpenMP and OpenACC enables application developers to leverage GPU acceleration with minimal code modifications.

Target Workloads and Use Cases

High-Performance Computing Applications

The Dell 0RJ6Y AMD MI210 excels in traditional HPC workloads where double-precision floating-point performance is critical. Applications in computational fluid dynamics, finite element analysis, weather modeling, and seismic processing benefit from the substantial FP64 performance and large memory capacity. The ability to process larger datasets entirely within GPU memory reduces host communication overhead and enables more complex simulations with higher resolution and accuracy..

Artificial Intelligence and Machine Learning

For artificial intelligence workloads, the MI210 delivers exceptional performance for both training and inference of large neural network models. The 64GB memory capacity enables training of models with billions of parameters without complex model parallelism schemes, simplifying the development process. The matrix core acceleration provides significant performance benefits for transformer networks, convolutional neural networks, and other common AI architectures.

Computer Vision and Multimedia Processing

In computer vision applications, the MI210 accelerates training and inference for image classification, object detection, and semantic segmentation models. The memory capacity supports high-resolution imagery and video processing, while the computational throughput enables real-time analysis of multiple video streams. Beyond traditional AI workloads, the accelerator also delivers performance benefits for multimedia processing including video transcoding and image rendering.

System Compatibility and Requirements

Successful deployment of the Dell 0RJ6Y AMD MI210 requires careful consideration of system compatibility and configuration. The accelerator requires a PCI Express 4.0 x16 slot for optimal performance, though backward compatibility with PCI Express 3.0 is supported with corresponding bandwidth reduction. Server platforms must provide adequate cooling with sufficient airflow to maintain the passive heatsink within operational temperature ranges during sustained computational workloads.

Power Supply Considerations

With a 300W TDP, the MI210 demands robust power delivery from the host system. Server power supplies must have adequate capacity to support multiple accelerators along with other system components, with appropriate headroom for power transients. The dual 8-pin PCIe power connectors must be properly connected to independent power rails where possible, following manufacturer recommendations for multi-GPU configurations.