AWS offers a variety of different GPU instances that can be used for compute-intensive tasks. The following table provides an overview of the AWS GPU instances and the number of GPUs they offer.
Instance Type Number of GPUs Amazon EC2 GPU Instance c4.8xlarge 4 NVIDIA Tesla K80s Amazon EC2 GPU Instance p3.
PRO TIP: If you are planning to use AWS for GPU-intensive applications, be aware that the service only has a limited number of GPUs available. As of early 2018, AWS had just over 100 GPUs in its fleet. This number is likely to increase over time, but it may not be enough to meet the needs of large-scale deployments.
8xlarge 8 NVIDIA Tesla K80s Amazon EC2 GPU Instance m3.2xlarge 12 NVIDIA Tesla K80s Amazon EC2 GPU Instance i3.8xlarge 16 NVIDIA Tesla K80s.
Conclusion
AWS offers a variety of GPU instances that can be used for compute-intensive tasks. The number of GPUs offered in each instance type varies, but all offer at least 4 GPUs.
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AWS is composed of four primary data centres located in North America (Oregon), Europe (Ireland), Asia Pacific (Tokyo) and South America (Brazil). Additionally, AWS operates numerous regional data centres around the world. As of September 2017, AWS had more than 1 million active customers and over 100 million active customer accounts.
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AWS CloudFormation
AWS CloudFormation lets you easily create and manage complex cloud architectures using templates.
