Graphics processing unit (GPU) internet hosting is using highly effective GPUs in a knowledge heart or cloud setting to offer on-demand entry to high-performance computing assets. The internet hosting supplier manages the infrastructure, together with the GPUs, and supplies entry to those assets 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, akin to scientific simulations, video rendering, and machine studying. These workloads require the processing energy that GPUs present, and through the use of 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 a fantastic thought to show to GPU internet hosting to achieve entry to the most recent GPUs and {hardware} know-how, which lets you make the most 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 numerous nice GPU internet hosting choices available on the market, and right here is our checklist of a number of the finest.
Hostkey is a GPU internet hosting service supplier that gives on-demand entry to high-performance computing assets via their knowledge facilities. The corporate supplies a spread of GPU-powered digital machines, which will be rented on an hourly or month-to-month foundation, permitting customers to scale their assets as wanted. Their shoppers are sometimes companies and organizations that require high-performance computing capabilities for his or her work, akin to machine studying and scientific analysis.
Hostkey’s GPU internet hosting companies are designed to fulfill the wants of companies and people who require the processing energy of GPUs for demanding workloads akin to video rendering, scientific simulations, and machine studying.
Among the key options of Hostkey embody:
- A variety of GPU choices
- Excessive-performance community
- Scalable infrastructure
- Demanding workloads like video rendering
Linode supplies entry to high-performance GPUs for a spread of demanding workloads, together with video processing, scientific computing, machine studying, AI, and extra. Using 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, akin to ray tracing and deep studying.
By renting GPU assets from Linode, companies can rework their capital bills into working bills, making the most of the cost-effectiveness and scalability of the cloud. This enables organizations to concentrate on their core competencies, with out the added burden of managing {hardware}. With Linode’s GPU internet hosting companies, customers can benefit from the full advantages of the cloud’s actual worth proposition.
Among the key options of Linode embody:
- Versatile and scalable
- Vary of GPU choices
- Excessive-performance community
- 24/7 help
Google Cloud supplies 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 may reduce the trouble required to your workload.
Google Cloud provides a wide range of GPUs, together with NVIDIA K80, P4, V100, A100, T4, and P100, and every occasion is optimized to stability reminiscence, processing energy, high-performance disk, and as much as 8 GPUs for max effectivity. Moreover, you should have entry to cutting-edge networking, knowledge analytics, and storage options.
Among the principal options of Google Cloud embody:
- Excessive-performance GPUs like NVIDIA K80
- Versatile pricing choices
- Balanced situations
- Entry to networking, knowledge analytics, and storage
Azure N Sequence GPU internet hosting supplies high-performance GPU computing for a spread of demanding workloads, together with video enhancing, 3D rendering, and machine studying. Using highly effective NVIDIA GPUs, together with the NVIDIA Tesla and NVIDIA GRID, Azure N Sequence provides the efficiency and functionality required for demanding visible and parallel computing workloads.
Along with the GPU assets, Azure N Sequence additionally supplies entry to Azure’s in depth vary of cloud companies, together with storage, networking, and knowledge analytics. This enables organizations to deal with their workloads with ease and make the most of the complete advantages of the cloud.
Among the key options of Azure embody:
- Excessive-performance GPU computing for demanding workloads
- Highly effective NVIDIA GPUs
- Entry to Azure’s cloud companies
Paperspace CORE may help you rework the workflow with cutting-edge pc infrastructure. With its user-friendly interface, it provides easy onboarding, collaboration instruments, and desktop apps suitable with Mac, Linux, and Home windows working methods.
CORE contains a lightning-fast community, prompt provisioning, 3D app help, and a full API for programmatic entry. Keep 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.
Among the key options of Paperspace CORE embody:
- Slicing-edge pc infrastructure
- Person-friendly interface
- Easy onboardining
- Single, intuitive GUI
The Elastic GPU Service (EGS) provides parallel computing energy with the ability of GPU know-how, making it superb for varied purposes akin 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.
Benefit from advantages akin to on-line deep studying inference and coaching companies, content material identification, picture and voice recognition, HD media coding, video conferencing, movie restore, and 4K/8K HD stay streaming.
Among the key options of Elastic embody:
- Parallel computing energy
- Superb for purposes like video processing and visualization
- Numerous GPUs
- On-line deep studying inference
IBM Cloud supplies GPU internet hosting choices for organizations to run advanced and demanding workloads, akin to synthetic intelligence, machine studying, and scientific computing. IBM Cloud provides entry to highly effective NVIDIA GPUs to assist pace up efficiency and ship fast outcomes.
With IBM Cloud, customers can select from a wide range of GPU situations, together with choices with as much as 8 GPUs, offering ample computing energy to deal with even probably the most demanding duties. As well as, IBM Cloud supplies the power to simply scale GPU assets up or down to fulfill altering calls for.
One of many key advantages of IBM Cloud’s GPU internet hosting is the power to leverage IBM’s strong community and safety infrastructure, making certain that knowledge and workloads are protected. IBM Cloud’s GPU internet hosting choices additionally present clients with entry to IBM’s full vary of cloud companies, akin to IBM Watson and IBM Cloud Object Storage, to additional improve the capabilities of their GPU situations.
Among the key options of IBM Cloud embody:
- Highly effective NVIDIA GPUs
- Number of GPU situations
- Simply scale GPU assets
- Entry to IBM’s strong community
AWS and NVIDIA have shaped a partnership to offer reasonably priced, adaptable, and high-performance GPU options. This consists of Amazon EC2 situations powered by NVIDIA GPUs and companies like AWS IoT Greengrass that run on NVIDIA Jetson Nano modules.
Customers flip to AWS and NVIDIA for digital workstations, machine studying, IoT companies, and high-performance computing. Amazon EC2 situations powered by NVIDIA GPUs present scalable efficiency. Moreover, AWS IoT Greengrass extends AWS cloud companies to NVIDIA-based edge gadgets.
The Amazon EC2 P4d situations are powered by NVIDIA A100 Tensor Core GPUs, delivering top-notch low-latency networking and high-speed throughput. There are additionally different situations out there for particular wants, akin to Amazon EC2 P3 and Amazon EC2 G4.
Among the key options of AWS and NVIDIA embody:
- Inexpensive and adaptable
- Digital workstations
- Machine studying
OVHcloud provides 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 simple with OVHcloud’s complete catalog. It immediately delivers as much as 4 graphics playing cards to situations by way of PCI Passthrough, offering most efficiency with none virtualization layer.
Among the key options of OVHCloud embody:
- Optimized cloud servers
- Massive-scale parallel workloads
- Deep studying and machine studying
Genesis Cloud provides a cheap and environment friendly cloud GPU platform, made doable via their partnerships with varied knowledge facilities all over the world. Their companies are safe, scalable, dependable, and automatic, offering limitless GPU computing energy for a spread of purposes akin to visible results, machine studying, transcoding, Massive Information evaluation, and extra.
One of many many advantages of Genesis Cloud is the supply of a wealth of free options, together with snapshots for saving work, safety teams for community visitors administration, storage volumes for giant knowledge units, preconfigured photographs for standard deep studying frameworks akin to FastAI, PyTorch, and TensorFlow, and a public API.
Among the key options of Genesis Cloud embody:
- Value-effective and environment friendly
- Partnership with varied knowledge facilities
- Safe and scalable
- Limitless GPU computing energy
