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Preparation ⁃
Before starting
Prerequisites
a. Access AWS
b. Create VPC
c. Deploy ParallelCluster UI
d. Connect to ParallelCluster UI
e. Add IAM Permissions
f. Summary
Part I ⁃
Create a AMI
a. Deep Learning AMI
b. Custom AMI with Packer (Optional)
Part II ⁃
Create a Training Cluster
a. Create a Cluster
b. Capacity Reservation
b. Create Cluster
d. Connect to the Cluster
e. Get to know your Cluster
Part III ⁃
EFA NCCL Tests
a. EFA NCCL Test
Part IV ⁃
Megatron-LM
a. Nvidia Container Registry (NGC)
b. Fetch Dataset
b. Data Preprocessing
a. Docker Image
c. Submit Training Job
d. Monitor Job Status
Part VI ⁃
Cleanup
a. Stop Cluster
b. Delete Cluster
c. Delete ParallelCluster UI
d. Jupyter Hub
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AWS HPC Workshops
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Cleanup
> b. Delete Cluster
b. Delete Cluster
To delete the cluster, click
Delete
on the cluster detail pane. This will ask you to confirm.