Amazon Web Services#
Elastic Compute Cloud (EC2)
Launch an EC2 instance and run RAPIDS.
single-node
EC2 Cluster (with Dask)
Launch a RAPIDS cluster on EC2 with Dask.
multi-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 |
Inst. |
Inst. |
GPU |
GPU |
xGPU |
xGPU |
|---|---|---|---|---|---|---|
AWS |
P5 |
p5.48xlarge |
8 |
H100 |
80 (GB) |
640 (GB) |
AWS |
P4 |
p4d.24xlarge |
8 |
A100 |
40 (GB) |
320 (GB) |
AWS |
P3 |
p3dn.24xlarge |
8 |
V100 |
32 (GB) |
256 (GB) |
AWS |
P3 |
p3.16xlarge |
8 |
V100 |
16 (GB) |
128 (GB) |
AWS |
P3 |
p3.8xlarge |
4 |
V100 |
16 (GB) |
64 (GB) |
AWS |
P3 |
p3.2xlarge |
1 |
V100 |
16 (GB) |
16 (GB) |
AWS |
G6 |
g6.48xlarge |
8 |
L4 |
24 (GB) |
192 (GB) |
AWS |
G6 |
g6.24xlarge |
4 |
L4 |
24 (GB) |
96 (GB) |
AWS |
G6 |
gr6.8xlarge |
1 |
L4 |
24 (GB) |
24 (GB) |
AWS |
G5 |
g5.48xlarge |
8 |
A10G |
24 (GB) |
192 (GB) |
AWS |
G5 |
g5.24xlarge |
4 |
A10G |
24 (GB) |
96 (GB) |
AWS |
G5 |
g5.16xlarge |
1 |
A10G |
24 (GB) |
24 (GB) |
AWS |
G4dn |
g4dn.metal |
8 |
T4 |
16 (GB) |
128 (GB) |
AWS |
G4dn |
g4dn.12xlarge |
4 |
T4 |
16 (GB) |
64 (GB) |
AWS |
G4dn |
g4dn.xlarge |
1 |
T4 |
16 (GB) |
16 (GB) |