Amazon Web Services#

Elastic Compute Cloud (EC2)

Launch an EC2 instance and run RAPIDS.

single-node

Elastic Kubernetes Service (EKS)

Launch a RAPIDS cluster on managed Kubernetes.

multi-node

Elastic Container Service (ECS)

Launch a RAPIDS cluster on managed container service.

multi-node

Sagemaker

Launch the RAPIDS container as a Sagemaker notebook.

single-node multi-node

RAPIDS can be deployed on Amazon Web Services (AWS) in several ways. See the list of accelerated instance types below:

Cloud
Provider

Inst.
Type

Inst.
Name

GPU
Count

GPU
Type

xGPU
RAM

xGPU
RAM Total

AWS

G4dn

g4dn.xlarge

1

T4

16 (GB)

16 (GB)

AWS

G4dn

g4dn.12xlarge

4

T4

16 (GB)

64 (GB)

AWS

G4dn

g4dn.metal

8

T4

16 (GB)

128 (GB)

AWS

P3

p3.2xlarge

1

V100

16 (GB)

16 (GB)

AWS

P3

p3.8xlarge

4

V100

16 (GB)

64 (GB)

AWS

P3

p3.16xlarge

8

V100

16 (GB)

128 (GB)

AWS

P3

p3dn.24xlarge

8

V100

32 (GB)

256 (GB)

AWS

P4

p4d.24xlarge

8

A100

40 (GB)

320 (GB)

AWS

G5

g5.xlarge

1

A10G

24 (GB)

24 (GB)

AWS

G5

g5.2xlarge

1

A10G

24 (GB)

24 (GB)

AWS

G5

g5.4xlarge

1

A10G

24 (GB)

24 (GB)

AWS

G5

g5.8xlarge

1

A10G

24 (GB)

24 (GB)

AWS

G5

g5.16xlarge

1

A10G

24 (GB)

24 (GB)

AWS

G5

g5.12xlarge

4

A10G

24 (GB)

96 (GB)

AWS

G5

g5.24xlarge

4

A10G

24 (GB)

96 (GB)

AWS

G5

g5.48xlarge

8

A10G

24 (GB)

192 (GB)