The AMD Instinct MI250X is a powerful GPU built for data center tasks, particularly those requiring high performance and efficiency in computing.
Detailed Specs: AMD MI250X GPU
Specification | Details |
Architecture | AMD CDNA™ 2 |
Process Technology | 6nm |
Compute Units (CUs) | 220 |
Stream Processors | 14,080 |
Base Clock | 1,000 MHz |
Boost Clock | Up to 1,700 MHz |
Peak FP64 Performance | Up to 47.9 TFLOPS |
Peak FP32 Performance | Up to 47.9 TFLOPS |
Peak FP16 Performance | Up to 383 TFLOPS |
Memory Type | HBM2e |
Memory Capacity | 128 GB |
Memory Bandwidth | 3.2 TB/s |
Infinity Fabric Links | 8 |
Peak Infinity Fabric BW | 400 GB/s |
Thermal Design Power (TDP) | 500W |
Form Factor | OCP Accelerator Module (OAM) |
Release Date | November 2021 |
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Key Features: AMD MI250X GPU
Multi-Chip Module (MCM) Design: The MI250X uses a dual-die setup, increasing computational power and efficiency for demanding tasks.
High Memory and Bandwidth: Equipped with 128 GB of HBM2e memory and a 3.2 TB/s bandwidth, this GPU handles large datasets with ease.
Advanced Connectivity: With eight Infinity Fabric links offering 400 GB/s of bandwidth, it ensures fast data transfer and smooth communication between components.
Considerations for Deployment: AMD MI250X GPU
Workload Suitability: The MI250X is designed for tasks requiring precise calculations, such as double-precision (FP64) and half-precision (FP16). It's well-suited for workloads like scientific simulations, data analysis, and machine learning.
System Requirements: With a 500W TDP, the MI250X requires adequate power and cooling. Ensure your data center can meet these demands to maintain optimal performance.
Software Integration: This GPU works seamlessly with AMD’s ROCm software platform, which offers tools and libraries for high-performance computing. Check that your existing systems can integrate with ROCm for smooth operation.
Scalability: While the MI250X provides excellent capabilities, consider if it aligns with your future workload demands. For even more intensive tasks, exploring newer options like the MI300X may be beneficial.
Is It a Good Choice for You?
The AMD Instinct MI250X is a reliable solution for data-intensive workloads like scientific simulations, machine learning, and HPC tasks. It’s ideal if:
Your applications rely on double-precision (FP64) or mixed-precision calculations.
Your infrastructure supports the 500W TDP and has proper cooling systems.
Your team is ready to use AMD’s ROCm software platform to maximize the GPU's potential.
For higher performance needs or advanced AI applications, you might explore models like the AMD MI300X. Assess your specific workloads and long-term goals to make an informed decision.
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