Low
Overview
As the original public cloud, AWS is the leading all around cloud provider with the widest feature set and the largest footprint. In regards to GPU specific offerings, AWS provides GPU virtual machines under its EC2 offering. Compared to smaller GPU clouds, AWS offers a smaller set of Nvidia GPUs and often only VMs with a full set of 8 GPUs.
Highlights
Instances
Features
Shadeform Integrated
Integrated with Shadeform for console and API
Fast Spin Up
Machines are deployed quickly when they are launched
Persistent Storage
Disk storage that can be used across multiple instances
Interconnected Clusters
Offers multiple GPU nodes hardware interconnected with a high speed connection
Pricing
AWS offers multiple GPU accelerated instance types such as H100s, A100s, A10g, and V100s. Unfortunately, AWS's cloud offerings are some of the highest price GPUs on the market owing to their extensive integrations with their existing platform. There are opportunities for discounts on their machines through long term reservations of multiple nodes.
Availability
Availabilty of AWS GPUs varies depending on the GPU type across its many regions and availability zones. For higher end GPUs like A100s and H100s, on-demand availability is relatively low as most machines are dedicated to reservations. However, for lower end GPUs like A10G and V100s, there is generally availabililty in multiple regions.