AMD · Not specified
Instinct MI250
The AMD Instinct MI250 accelerator is designed to deliver outstanding performance for HPC and AI workloads. It is built on the AMD CDNA architecture, offering high compute capabilities for demanding tasks.
Compute Performance
Architecture
Memory & VRAM
Connectivity & Scaling
Power & Efficiency
Physical Design
Thermals & Cooling
Software Ecosystem
Server & Deployment
System Compatibility
Benchmarks & Throughput
Scaling Efficiency
Infinity Fabric Links up to 6; 100 GB/s Peak Infinity Fabric Link Bandwidth
Multi-GPU Scalability
Scaling Characteristics
Workload Readiness
Vision Training
Supported
Reinforcement Learning
Supported
HPC / Simulation
Supported
Scientific Computing
Supported
Market Authority
Community Benchmarks
{"HPCG_1xMI250_GFLOPS":488.8,"HPL_1xMI250_TFLOPS":40.45,"PyFR_1xMI250_TGV_simulations_per_day":41.73,"GROMACS_1xMI250_ns_per_day_STMV":34.2,"NAMD_1xMI250_APOA1_NVE_ns_per_day":221.4,"AMBER_1xMI250_Cellulose_Production_NPT_4fs_ns_per_day":227.2}
Key Strengths
The MI250 excels in high-performance computing and AI training tasks.
- ·HPC Performance: Optimized for high-performance computing with excellent throughput.
- ·AI Training: Strong performance in AI training due to high core count and memory bandwidth.
- ·Energy Efficiency: Designed for energy-efficient performance in data centers.
Limitations
The MI250 has some limitations in terms of availability and compatibility.
- ·Availability: Limited availability in certain regions and platforms.
- ·Compatibility: Requires specific infrastructure for optimal deployment.
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Expert Insight
The Instinct MI250 represents a powerful alternative for diversified workloads. When comparing cloud providers, consider not just the hourly rate, but also the interconnect bandwidth (InfiniBand/NVLink) and regional availability which can significantly impact total cost of ownership for large-scale training.