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Adding in RKE2 code, modifying from K3s solution as a base
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Aditya Shanker committed May 10, 2024
1 parent a0db994 commit 5aa75a9
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40 changes: 40 additions & 0 deletions Dockerfile
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FROM nvcr.io/nvidia/pytorch:23.10-py3

ARG NCCL_TESTS_VERSION=master
RUN apt-get update -y
RUN DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-unauthenticated \
wget \
curl \
git \
gcc \
vim \
kmod \
openssh-client \
openssh-server \
build-essential \
curl \
autoconf \
libtool \
gdb \
automake \
python3-distutils \
cmake \
apt-utils \
devscripts \
debhelper \
libsubunit-dev \
check \
pkg-config

RUN mkdir -p /var/run/sshd
RUN sed -i 's/[ #]\(.*StrictHostKeyChecking \).*/ \1no/g' /etc/ssh/ssh_config && \
echo " UserKnownHostsFile /dev/null" >> /etc/ssh/ssh_config && \
sed -i 's/#\(StrictModes \).*/\1no/g' /etc/ssh/sshd_config

RUN git clone https://github.com/NVIDIA/nccl-tests.git /opt/nccl-tests \
&& cd /opt/nccl-tests \
&& git checkout ${NCCL_TESTS_VERSION} \
&& make MPI=1 MPI_HOME=/opt/hpcx/ompi CUDA_HOME=/usr/local/cuda

RUN wget -O "/opt/h100-80gb-sxm-ib.xml" "https://docs.crusoecloud.com/assets/files/h100-80gb-sxm-ib-b914fb7ebbe8cbad591dd43abb36d687.xml"
ENV NCCL_TOPO_FILE=/opt/h100-80gb-sxm-ib.xml
21 changes: 21 additions & 0 deletions LICENSE
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MIT License

Copyright (c) 2023 Crusoe Cloud

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
89 changes: 87 additions & 2 deletions README.md
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# crusoe-ml-rke2
Deploying an RKE2 cluster on Crusoe Cloud with instructions for Nvidia GPU / network driver installation
# Rancher K3s Deployment on Crusoe Cloud

## Known Issues

If the Terraform below fails contact [email protected] for help.

## Requirements

- [Terraform CLI](https://developer.hashicorp.com/terraform/tutorials/aws-get-started/install-cli)
- [Crusoe Cloud ClI](https://docs.crusoecloud.com/quickstart/installing-the-cli/index.html)
- [Crusoe Cloud Credentials](https://docs.crusoecloud.com/account-management/managing-api-keys)
- Either stored in `~/.crusoe/credentials` or exported as environment variables `CRUSOE_x`
- []

## Deployment

To use as a module fill in the `variables` in your own `main.tf` file

```
module "crusoe" {
source = "github.com/crusoecloud/crusoe-ml-k3s"
ssh_privkey_path="</path/to/priv.key"
ssh_pubkey="<pub_key>"
worker_instance_type = "h100-80gb-sxm-ib.8x"
worker_image = "ubuntu22.04-nvidia-sxm-docker:latest"
worker_count = 2
ib_partition_id = "6dcef748-dc30-49d8-9a0b-6ac87a27b4f8"
headnode_instance_type="c1a.8x"
deploy_location = "us-east1-a"
# extra variables here
}
```

To use from this directory, fill in the `variables` in a `terraform.tfvars` file

```
ssh_privkey_path="</path/to/priv.key"
ssh_pubkey="<pub_key>"
worker_instance_type = "h100-80gb-sxm-ib.8x"
worker_image = "ubuntu22.04-nvidia-sxm-docker:latest"
worker_count = 2
ib_partition_id = "6dcef748-dc30-49d8-9a0b-6ac87a27b4f8"
headnode_instance_type="c1a.8x"
deploy_location = "us-east1-a"
# extra variables here
```

And then apply, to provision resources

```
terraform init
terraform plan
terraform apply
```

## Accessing the Cluster

Once the deployment is complete, you can access the cluster by copying the `kubeconfig` file from the headnode. Replace the 'server' address in the Kubeconfig with that of your load balancer (or control plane node when deploying single control plane node configurations).

```bash
k3s_endpoint=$(terraform output -raw k3-ingress-instance_public_ip)
headnode_endpoint=$(terraform output -raw k3-headnode-instance_public_ip)
scp -i $TF_VAR_ssh_privkey_path "root@${headnode_endpoint}:/etc/rancher/k3s/k3s.yaml" ./kubeconfig
# change the endpoint to the kubectl endpoint
sed -i '' "s/127.0.0.1/${k3s_endpoint}/g" ./kubeconfig
# rename the context (optional)
sed -i '' "s/default/crusoe/g" ./kubeconfig
export KUBECONFIG="$(pwd)/kubeconfig"
```

## Nvidia GPU Support

For nodes with Nvidia GPUs, you can run the following commands to install the Nvidia GPU operators (along with the Network operator when using IB-enabled nodes) to ensure they are available for use by pods provisioned in the cluster.

```bash
helm repo add nvidia https://helm.ngc.nvidia.com/nvidia
helm repo update
helm install --wait --generate-name -n gpu-operator --create-namespace nvidia/gpu-operator --set driver.rdma.enabled=true --set driver.rdma.useHostMofed=true
helm install network-operator nvidia/network-operator -n nvidia-network-operator --create-namespace -f ./gpu-operator/values.yaml --wait
```

To test the GPU infiniband speeds, you can run the following commands.

```bash
kubectl apply -f https://raw.githubusercontent.com/kubeflow/mpi-operator/v0.4.0/deploy/v2beta1/mpi-operator.yaml
kubectl apply -f examples/nccl-test.yaml
```
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