Graphics processing unit (GPU) internet hosting is the usage of highly effective GPUs in an information heart or cloud atmosphere to offer on-demand entry to high-performance computing sources. The internet hosting supplier manages the infrastructure, together with the GPUs, and gives entry to those sources via the cloud, permitting customers to hire computing energy via a subscription-based mannequin or by the hour.
GPU internet hosting is used when there are demanding workloads, corresponding to scientific simulations, video rendering, and machine studying. These workloads require the processing energy that GPUs present, and by utilizing GPU internet hosting, companies and people can keep away from upfront prices and ongoing upkeep concerned with working their very own GPUs.
It’s additionally an excellent concept to show to GPU internet hosting to achieve entry to the newest GPUs and {hardware} know-how, which lets you reap the benefits of new developments and upgrades as they’re launched. All of this may be finished with out investing in new {hardware} every time.
There are many nice GPU internet hosting choices in the marketplace, and right here is our record of a number of the finest.
Hostkey is a GPU internet hosting service supplier that provides on-demand entry to high-performance computing sources via their information facilities. The firm gives a spread of GPU-powered digital machines, which will be rented on an hourly or month-to-month foundation, permitting customers to scale their sources as wanted. Their purchasers are usually companies and organizations that require high-performance computing capabilities for his or her work, corresponding to machine studying and scientific analysis.
Hostkey’s GPU internet hosting providers are designed to fulfill the wants of companies and people who require the processing energy of GPUs for demanding workloads corresponding to video rendering, scientific simulations, and machine studying.
Some of the important thing options of Hostkey embody:
- A variety of GPU choices
- High-performance community
- Scalable infrastructure
- Demanding workloads like video rendering
Linode gives entry to high-performance GPUs for a spread of demanding workloads, together with video processing, scientific computing, machine studying, AI, and extra. Utilizing NVIDIA Quadro RTX 6000, Tensor RT cores, and CUDA know-how, Linode’s GPU-optimized digital machines are designed to effectively deal with advanced parallel processing duties, corresponding to ray tracing and deep studying.
By renting GPU sources from Linode, companies can rework their capital bills into working bills, profiting from the cost-effectiveness and scalability of the cloud. This permits organizations to deal with their core competencies, with out the added burden of managing {hardware}. With Linode’s GPU internet hosting providers, customers can benefit from the full advantages of the cloud’s actual worth proposition.
Some of the important thing options of Linode embody:
- Flexible and scalable
- Range of GPU choices
- High-performance community
- 24/7 help
Google Cloud gives high-performance GPUs for scientific computing, 3D visualization, machine studying and extra. It helps to extend the pace of HPC by providing a variety of GPUs, which will be tailor-made to match particular efficiency and worth factors. With versatile pricing and machine customization choices, you’ll be able to decrease the hassle required on your workload.
Google Cloud presents quite a lot of GPUs, together with NVIDIA K80, P4, V100, A100, T4, and P100, and every occasion is optimized to steadiness reminiscence, processing energy, high-performance disk, and as much as 8 GPUs for optimum effectivity. Additionally, you should have entry to cutting-edge networking, information analytics, and storage options.
Some of the principle options of Google Cloud embody:
- High-performance GPUs like NVIDIA K80
- Flexible pricing choices
- Balanced cases
- Access to networking, information analytics, and storage
Azure N Series GPU internet hosting gives high-performance GPU computing for a spread of demanding workloads, together with video modifying, 3D rendering, and machine studying. Utilizing highly effective NVIDIA GPUs, together with the NVIDIA Tesla and NVIDIA GRID, Azure N Series presents the efficiency and functionality required for demanding visible and parallel computing workloads.
In addition to the GPU sources, Azure N Series additionally gives entry to Azure’s intensive vary of cloud providers, together with storage, networking, and information analytics. This permits organizations to deal with their workloads with ease and reap the benefits of the complete advantages of the cloud.
Some of the important thing options of Azure embody:
- High-performance GPU computing for demanding workloads
- Powerful NVIDIA GPUs
- Access to Azure’s cloud providers
Paperspace CORE may also help you rework the workflow with cutting-edge pc infrastructure. With its user-friendly interface, it presents easy onboarding, collaboration instruments, and desktop apps suitable with Mac, Linux, and Windows working techniques.
CORE includes a lightning-fast community, prompt provisioning, 3D app help, and a full API for programmatic entry. Stay organized and in management with its single, intuitive GUI that gives an entire view of your infrastructure. CORE’s administration interface consists of highly effective instruments, permitting you to filter, type, join, or create machines, networks, and customers with ease.
Some of the important thing options of Paperspace CORE embody:
- Cutting-edge pc infrastructure
- User-friendly interface
- Simple onboardining
- Single, intuitive GUI
The Elastic GPU Service (EGS) presents parallel computing energy with the ability of GPU know-how, making it superb for varied functions corresponding to video processing, visualization, scientific computing, and deep studying. EGS makes use of varied GPUs together with NVIDIA Tesla M40, NVIDIA Tesla V100, NVIDIA Tesla P4, NVIDIA Tesla P100, and AMD FirePro S7150.
Take benefit of advantages corresponding to on-line deep studying inference and coaching providers, content material identification, picture and voice recognition, HD media coding, video conferencing, movie restore, and 4K/8K HD dwell streaming.
Some of the important thing options of Elastic embody:
- Parallel computing energy
- Ideal for functions like video processing and visualization
- Various GPUs
- Online deep studying inference
IBM Cloud gives GPU internet hosting choices for organizations to run advanced and demanding workloads, corresponding to synthetic intelligence, machine studying, and scientific computing. IBM Cloud presents entry to highly effective NVIDIA GPUs to assist pace up efficiency and ship fast outcomes.
With IBM Cloud, customers can select from quite a lot of GPU cases, together with choices with as much as 8 GPUs, offering ample computing energy to deal with even probably the most demanding duties. In addition, IBM Cloud gives the power to simply scale GPU sources up or down to fulfill altering calls for.
One of the important thing advantages of IBM Cloud’s GPU internet hosting is the power to leverage IBM’s sturdy community and safety infrastructure, making certain that information and workloads are protected. IBM Cloud’s GPU internet hosting choices additionally present clients with entry to IBM’s full vary of cloud providers, corresponding to IBM Watson and IBM Cloud Object Storage, to additional improve the capabilities of their GPU cases.
Some of the important thing options of IBM Cloud embody:
- Powerful NVIDIA GPUs
- Variety of GPU cases
- Easily scale GPU sources
- Access to IBM’s sturdy community
AWS and NVIDIA have fashioned a partnership to offer inexpensive, adaptable, and high-performance GPU options. This consists of Amazon EC2 cases powered by NVIDIA GPUs and providers like AWS IoT Greengrass that run on NVIDIA Jetson Nano modules.
Users flip to AWS and NVIDIA for digital workstations, machine studying, IoT providers, and high-performance computing. Amazon EC2 cases powered by NVIDIA GPUs present scalable efficiency. Additionally, AWS IoT Greengrass extends AWS cloud providers to NVIDIA-based edge gadgets.
The Amazon EC2 P4d cases are powered by NVIDIA A100 Tensor Core GPUs, delivering top-notch low-latency networking and high-speed throughput. There are additionally different cases obtainable for particular wants, corresponding to Amazon EC2 P3 and Amazon EC2 G4.
Some of the important thing options of AWS and NVIDIA embody:
- Affordable and adaptable
- Virtual workstations
- Machine studying
OVHcloud presents cloud servers optimized for large-scale parallel workloads, built-in with NVIDIA Tesla V100 GPUs to help deep studying and machine studying necessities. They purpose to offer the perfect GPU-accelerated platform for HPC, AI, and DL via a partnership with NVIDIA.
Deploying and managing GPU-accelerated containers is straightforward with OVHcloud’s complete catalog. It straight delivers as much as 4 graphics playing cards to cases by way of PCI Passthrough, offering most efficiency with none virtualization layer.
Some of the important thing options of OVHCloud embody:
- Optimized cloud servers
- Large-scale parallel workloads
- Deep studying and machine studying
Genesis Cloud presents an economical and environment friendly cloud GPU platform, made attainable via their partnerships with varied information facilities world wide. Their providers are safe, scalable, dependable, and automatic, offering limitless GPU computing energy for a spread of functions corresponding to visible results, machine studying, transcoding, Big Data evaluation, and extra.
One of the numerous advantages of Genesis Cloud is the provision of a wealth of free options, together with snapshots for saving work, safety teams for community site visitors administration, storage volumes for big information units, preconfigured photos for common deep studying frameworks corresponding to FastAI, PyTorch, and TensorCirculation, and a public API.
Some of the important thing options of Genesis Cloud embody:
- Cost-effective and environment friendly
- Partnership with varied information facilities
- Secure and scalable
- Unlimited GPU computing energy