CUDA Versions

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CUDA Versions

This document details the server configurations available with varying CUDA (Compute Unified Device Architecture) versions. These dedicated servers are designed for professionals and organizations requiring high-performance computing for tasks like machine learning, scientific simulations, and data analysis. We offer flexible server hosting solutions from our state-of-the-art data center, tailored to meet your specific CUDA requirements.

Technical Specifications

CPU Model & Cores/Threads Base/Boost Clock (GHz) RAM Type & Size (GB) Storage (Type/Capacity/RAID) Network (Port Speed/Bandwidth) Virtualization Support ECC Support Power Usage (Watts) Data Center Location Options
Intel Xeon Gold 6338 (32 Cores/64 Threads) 2.0 / 3.4 DDR4-3200 ECC REG, 64-256 NVMe PCIe Gen4 x4 / 1-4TB / RAID 0, 1, 5, 10 10GbE / 10Gbps Dedicated KVM, VMware ESXi Yes 200-300 US East, US West, Europe West
AMD EPYC 7543P (32 Cores/64 Threads) 2.8 / 3.7 DDR4-3200 ECC REG, 64-256 NVMe PCIe Gen4 x4 / 1-4TB / RAID 0, 1, 5, 10 10GbE / 10Gbps Dedicated KVM, VMware ESXi Yes 250-350 US East, US West, Europe West
Intel Xeon Platinum 8380 (40 Cores/80 Threads) 2.3 / 3.4 DDR4-3200 ECC REG, 128-512 NVMe PCIe Gen4 x4 / 2-8TB / RAID 0, 1, 5, 10 25GbE / 25Gbps Dedicated KVM, VMware ESXi, Hyper-V Yes 300-450 US East, US West, Europe West, Asia Pacific

Performance Benchmarks

Metric Intel Xeon Gold 6338 AMD EPYC 7543P Intel Xeon Platinum 8380
Single-Core Performance (PassMark) 2200 - 2500 2500 - 2800 2800 - 3200
Multi-Core Performance (PassMark) 35000 - 40000 40000 - 45000 55000 - 65000
Disk IO (NVMe Read/Write - MB/s) 3500 / 3000 4000 / 3500 5000 / 4500
Network Throughput (Mbps) 9500 9500 24000
  • Note: Benchmark results can vary significantly based on workload, software configuration, and system utilization.*

Recommended Use Cases

  • **AI Inference:** Deploying machine learning models for real-time predictions.
  • **Data Science:** Running complex data analysis and statistical modeling.
  • **Scientific Simulations:** Performing computationally intensive simulations in fields like physics and chemistry.
  • **Video Encoding/Transcoding:** Processing and converting video files quickly and efficiently.
  • **High-Performance Computing (HPC):** Solving complex problems requiring significant processing power.
  • **Financial Modeling:** Running complex financial simulations and risk assessments.
  • **Rendering:** Creating high-quality 3D renders.

Advantages

  • **High Core Counts:** Ideal for parallel processing and demanding workloads.
  • **Fast NVMe Storage:** Low latency and high throughput for rapid data access.
  • **DDR4 ECC REG Memory:** Enhanced data reliability and system stability.
  • **Power Efficiency:** Optimized processors for performance per watt.
  • **Low Downtime:** Redundant power supplies and network connectivity.
  • **Rapid Provisioning:** Servers can be deployed and configured quickly.
  • **Dedicated Resources:** Guaranteed CPU, memory, and network resources.
  • **Scalability:** Easily upgrade RAM, storage, and network bandwidth as needed.

Comparison with Similar Configurations

Configuration CPU RAM Storage Typical Use Pros Cons
Intel Xeon Silver 4310 Server Intel Xeon Silver 4310 (12 Cores/24 Threads) DDR4-2666 ECC REG, 32-128GB SATA SSD / 1-2TB / RAID 1 Web Hosting, Small Databases Cost-effective, Reliable Lower performance, Limited scalability
AMD Ryzen 9 5900X Server AMD Ryzen 9 5900X (12 Cores/24 Threads) DDR4-3200 ECC UDIMM, 32-128GB NVMe PCIe Gen3 x4 / 1-2TB Game Servers, Software Development Excellent price/performance, Good for single-threaded tasks Consumer-grade CPU, Limited ECC Support
EPYC 7502P Server (256GB/4TB) AMD EPYC 7502P (32 Cores/64 Threads) DDR4-3200 ECC REG, 256GB NVMe PCIe Gen4 x4 / 4TB / RAID 1 Virtualization, Large Databases, HPC High core count, Excellent scalability, ECC REG Higher cost, Higher power consumption

Pricing & Ordering

Pricing varies based on RAM tier (DDR4 vs. DDR5), SSD capacity and type (NVMe vs. SATA), data center region (US East, US West, Europe), and bandwidth allocation. Contact our sales team for a customized quote. Configure and order

Setup & Management Best Practices

We recommend using a Linux distribution like Ubuntu Server or CentOS Stream for optimal performance and compatibility. Configure RAID for data redundancy. Implement a robust backup strategy using tools like rsync or Bacula. Monitor server health with tools like Nagios or Zabbix. Regularly apply security updates and kernel updates. Consider using a filesystem like ZFS or XFS for advanced features.

Internal Links

FAQ

What performance can I expect for deep learning training?

Performance will vary greatly depending on the model size, dataset size, and CUDA version. However, our servers provide a strong foundation for accelerated training.

Can I upgrade the RAM or storage after initial purchase?

Yes, RAM and storage can be upgraded, subject to availability and server compatibility.

Does this server support GPU virtualization?

Yes, with appropriate software and licensing, GPU virtualization is supported.

What is the maximum network bandwidth available?

We offer up to 25Gbps dedicated bandwidth. Higher bandwidth options may be available upon request.

Is DDoS protection included?

Yes, we provide basic DDoS protection as part of our service. Enhanced DDoS mitigation options are available.

How often are backup snapshots taken?

Backup snapshots are taken daily by default, with options for more frequent snapshots.

What are the contract terms?

We offer flexible contract terms, including monthly, quarterly, and annual options.


Notes

Benchmark results are indicative and can vary depending on the specific workload and software configuration. Component availability may fluctuate due to global supply chain conditions.


Intel-Based Server Configurations

Configuration Specifications Benchmark
Core i7-6700K/7700 Server 64 GB DDR4, NVMe SSD 2 x 512 GB CPU Benchmark: 8046
Core i7-8700 Server 64 GB DDR4, NVMe SSD 2x1 TB CPU Benchmark: 13124
Core i9-9900K Server 128 GB DDR4, NVMe SSD 2 x 1 TB CPU Benchmark: 49969
Core i9-13900 Server (64GB) 64 GB RAM, 2x2 TB NVMe SSD
Core i9-13900 Server (128GB) 128 GB RAM, 2x2 TB NVMe SSD
Core i5-13500 Server (64GB) 64 GB RAM, 2x500 GB NVMe SSD
Core i5-13500 Server (128GB) 128 GB RAM, 2x500 GB NVMe SSD
Core i5-13500 Workstation 64 GB DDR5 RAM, 2 NVMe SSD, NVIDIA RTX 4000

AMD-Based Server Configurations

Configuration Specifications Benchmark
Ryzen 5 3600 Server 64 GB RAM, 2x480 GB NVMe CPU Benchmark: 17849
Ryzen 7 7700 Server 64 GB DDR5 RAM, 2x1 TB NVMe CPU Benchmark: 35224
Ryzen 9 5950X Server 128 GB RAM, 2x4 TB NVMe CPU Benchmark: 46045
Ryzen 9 7950X Server 128 GB DDR5 ECC, 2x2 TB NVMe CPU Benchmark: 63561
EPYC 7502P Server (128GB/1TB) 128 GB RAM, 1 TB NVMe CPU Benchmark: 48021
EPYC 7502P Server (128GB/2TB) 128 GB RAM, 2 TB NVMe CPU Benchmark: 48021
EPYC 7502P Server (128GB/4TB) 128 GB RAM, 2x2 TB NVMe CPU Benchmark: 48021
EPYC 7502P Server (256GB/1TB) 256 GB RAM, 1 TB NVMe CPU Benchmark: 48021
EPYC 7502P Server (256GB/4TB) 256 GB RAM, 2x2 TB NVMe CPU Benchmark: 48021
EPYC 9454P Server 256 GB RAM, 2x2 TB NVMe

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⚠️ *Note: All benchmark scores are approximate and may vary based on configuration. Server availability subject to stock.* ⚠️

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