esh-pve: NVIDIA 580.178.04 (open modules, DKMS) installed on the host from NVIDIA's .run and loaded live, no reboot. nvidia-persistenced unit creates the device nodes before pve-guests; the T400's vfio-pci ids and `blacklist nvidia` retired. playbooks/esh-pve-nvidia-host.yaml. esh-ml1: CT 110, unprivileged Debian 12, 10.0.50.80, GPU nodes via devN, NVIDIA userspace from the same .run (--no-kernel-modules), docker-ce + nvidia-container-toolkit (no-cgroups). playbooks/esh-ml1-lxc.yaml. Not in the vzdump job on purpose. DNS esh-ml1.esh.internal. stacks/embed-rerank: Qwen3-Embedding-0.6B :8001 + bge-reranker-v2-m3 :8013 on the same vLLM v0.24.0 digest and flags as fv-ml1. Measured parity: embed cosine FV-vs-ESH median 0.999908 (min 0.999772), inside both self-noise floors; rerank max |delta| 0.000145 vs floor 0.000181, identical ranking. litellm: qwen3-embedding and reranker gain an esh-ml1 deployment at order 2 behind fv-ml1 (order 1). Order fallback proven with throwaway groups: refused primary +0.15 s, host-down primary ~18.7 s per call, dead-only 500. Also: repaired the DB-only alias reranker-a3-bge-v2-m3, dead since the fv-ml1 relocation (still named 10.250.50.54); documented the third unkillable homepage wedge on esh-docker-vm.
176 lines
9.1 KiB
YAML
176 lines
9.1 KiB
YAML
# esh-ml1 — the GPU LXC on esh-pve that serves embedding + reranking on the
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# RTX 2000E Ada (16 GB). Runs against the HYPERVISOR and drives the container
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# through `pct`, so it works before the container has any users or keys.
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#
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# Prerequisite: playbooks/esh-pve-nvidia-host.yaml (host kernel module, device
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# nodes, persistence unit ordered before pve-guests).
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#
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# WHAT IT BUILDS
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# - CT {{ ctid }} `esh-ml1`, unprivileged, Debian 12 (the template the host's
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# own bookworm matches), nesting+keyctl for Docker, static 10.0.50.80 on
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# VLAN 50 (outside the UDM's .150–.250 DHCP pool), onboot AFTER esh-scale
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# and the two VMs so a GPU fault can never delay DNS or the mesh route.
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# - /dev/nvidia0, nvidiactl, nvidia-uvm, nvidia-uvm-tools bound in via
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# `devN:` (PVE handles the cgroup rules and node creation).
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# - NVIDIA userspace from THE SAME .run the host installed, with
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# --no-kernel-modules. Host module and container libraries must be the same
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# version or every CUDA call fails with "driver/library version mismatch".
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# - Fleet identities per docs/pfi/fleet-conventions.md: docker gid 851
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# (created BEFORE docker-ce so the package does not pick one), infra-ops
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# 850 NOPASSWD, vh 1000, /opt/docker root:docker 2775.
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# - docker-ce + nvidia-container-toolkit with no-cgroups=true (an unprivileged
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# LXC cannot write the device cgroup; the LXC's own devN rules already
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# confine the GPU).
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#
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# NOT BACKED UP, on purpose: esh-pve's vzdump job lists vmids explicitly and
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# this CT is not in it. Everything here is rebuilt by this playbook plus
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# stacks/embed-rerank; the models re-download from Hugging Face.
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#
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# Run: scripts/elway root@esh-pve --playbook playbooks/esh-ml1-lxc.yaml
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vars:
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ctid: 110
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hostname: esh-ml1
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ip_cidr: 10.0.50.80/24
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gateway: 10.0.50.1
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vlan: 50
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cores: 6
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memory_mb: 16384
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swap_mb: 2048
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rootfs_gb: 80
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template: debian-12-standard_12.12-1_amd64.tar.zst
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# Must equal playbooks/esh-pve-nvidia-host.yaml's driver_version.
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driver_version: 580.178.04
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stage_dir: /root/nvidia
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infra_ops_pubkey: "ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAIN+1HBwfXrkfTYWdcnWCjLJ6VLAGC87gxH5h5vKaaA3c infra-ops@pfi-fleet"
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steps:
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- name: Fetch the Debian 12 template
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shell: pveam update >/dev/null && pveam download local {{ template }}
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creates: /var/lib/vz/template/cache/{{ template }}
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- name: Create CT {{ ctid }} ({{ hostname }}) with the GPU device nodes bound in
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shell: |
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pct create {{ ctid }} local:vztmpl/{{ template }} \
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--hostname {{ hostname }} --unprivileged 1 --features nesting=1,keyctl=1 \
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--cores {{ cores }} --memory {{ memory_mb }} --swap {{ swap_mb }} \
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--rootfs local-lvm:{{ rootfs_gb }} \
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--net0 name=eth0,bridge=vmbr0,firewall=1,gw={{ gateway }},ip={{ ip_cidr }},tag={{ vlan }},type=veth \
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--onboot 1 --startup order=30,up=10 \
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--dev0 /dev/nvidia0 --dev1 /dev/nvidiactl \
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--dev2 /dev/nvidia-uvm --dev3 /dev/nvidia-uvm-tools \
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--description "esh-ml1 — RTX 2000E Ada embedding + reranking (vLLM). Built by eshpfi playbooks/esh-ml1-lxc.yaml; stack stacks/embed-rerank. NOT in the vzdump job on purpose (rebuildable)."
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when: "! pct status {{ ctid }} >/dev/null 2>&1"
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- name: Start the container
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shell: pct start {{ ctid }} && sleep 5
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when: "! pct status {{ ctid }} | grep -q running"
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- name: Base packages + bookworm point upgrade
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shell: |
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pct exec {{ ctid }} -- bash -s <<'EOF'
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set -euo pipefail
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export DEBIAN_FRONTEND=noninteractive
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for i in $(seq 1 30); do getent hosts deb.debian.org >/dev/null && break; sleep 1; done
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apt-get update -qq
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apt-get -y -qq full-upgrade
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apt-get install -y -qq --no-install-recommends ca-certificates curl gnupg sudo kmod jq less rsync locales
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EOF
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# rsync: scripts/deploy-stack.sh pushes stacks with it.
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when: "! pct exec {{ ctid }} -- sh -c 'command -v sudo && command -v jq && command -v rsync && command -v locale-gen' >/dev/null 2>&1"
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- name: Generate the en_US.UTF-8 locale the template's LANG names
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# The Debian template sets LANG=en_US.UTF-8 but ships no locale, so every
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# apt and perl run warns about it.
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shell: |
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pct exec {{ ctid }} -- bash -s <<'EOF'
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set -euo pipefail
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sed -i 's/^# *en_US.UTF-8 UTF-8/en_US.UTF-8 UTF-8/' /etc/locale.gen
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locale-gen >/dev/null
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EOF
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when: "! pct exec {{ ctid }} -- locale -a 2>/dev/null | grep -qi '^en_US.utf8$'"
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- name: Fleet identities (docker 851, infra-ops 850, vh 1000) + /opt/docker tree
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shell: |
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pct exec {{ ctid }} -- bash -s <<'EOF'
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set -euo pipefail
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getent group docker >/dev/null || groupadd -g 851 docker
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getent group infra-ops >/dev/null || groupadd -g 850 infra-ops
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id infra-ops >/dev/null 2>&1 || useradd -u 850 -g 850 -G docker -m -s /bin/bash infra-ops
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chmod 0700 /home/infra-ops
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install -d -m 0700 -o infra-ops -g infra-ops /home/infra-ops/.ssh
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echo '{{ infra_ops_pubkey }}' > /home/infra-ops/.ssh/authorized_keys
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chown infra-ops:infra-ops /home/infra-ops/.ssh/authorized_keys
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chmod 0600 /home/infra-ops/.ssh/authorized_keys
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echo 'infra-ops ALL=(ALL) NOPASSWD:ALL' > /etc/sudoers.d/infra-ops
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chmod 0440 /etc/sudoers.d/infra-ops
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id vh >/dev/null 2>&1 || useradd -u 1000 -U -G docker,sudo -m -s /bin/bash vh
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chmod 0700 /home/vh
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install -d -m 2775 -o root -g docker /opt/docker /opt/docker/compose /opt/docker/conf
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EOF
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when: "! pct exec {{ ctid }} -- sh -c 'test \"$(id -u infra-ops)\" = 850 && test \"$(getent group docker | cut -d: -f3)\" = 851 && test -d /opt/docker/compose'"
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- name: Hugging Face cache for the embed-rerank stack
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shell: pct exec {{ ctid }} -- install -d -m 2775 -o root -g docker /opt/aimodels /opt/aimodels/huggingface
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when: "! pct exec {{ ctid }} -- test -d /opt/aimodels/huggingface"
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- name: NVIDIA userspace {{ driver_version }} from the host's .run (no kernel modules)
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shell: |
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set -e
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f=NVIDIA-Linux-x86_64-{{ driver_version }}-no-compat32.run
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pct push {{ ctid }} {{ stage_dir }}/$f /root/$f --perms 0755
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pct exec {{ ctid }} -- sh /root/$f --no-kernel-modules --silent --no-x-check --no-opengl-files
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pct exec {{ ctid }} -- rm -f /root/$f
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when: "! pct exec {{ ctid }} -- sh -c 'nvidia-smi --query-gpu=driver_version --format=csv,noheader 2>/dev/null' | grep -qx '{{ driver_version }}'"
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- name: docker-ce from Docker's apt repo
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shell: |
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pct exec {{ ctid }} -- bash -s <<'EOF'
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set -euo pipefail
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export DEBIAN_FRONTEND=noninteractive
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install -m 0755 -d /etc/apt/keyrings
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curl -fsSL https://download.docker.com/linux/debian/gpg -o /etc/apt/keyrings/docker.asc
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chmod a+r /etc/apt/keyrings/docker.asc
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echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/docker.asc] https://download.docker.com/linux/debian bookworm stable" \
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> /etc/apt/sources.list.d/docker.list
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apt-get update -qq
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apt-get install -y -qq docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin
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EOF
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when: "! pct exec {{ ctid }} -- sh -c 'command -v docker' >/dev/null 2>&1"
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- name: nvidia-container-toolkit, wired into dockerd, no-cgroups for the LXC
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shell: |
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pct exec {{ ctid }} -- bash -s <<'EOF'
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set -euo pipefail
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export DEBIAN_FRONTEND=noninteractive
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curl -fsSL https://nvidia.github.io/libnvidia-container/gpgkey \
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| gpg --dearmor --yes -o /usr/share/keyrings/nvidia-container-toolkit-keyring.gpg
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curl -fsSL https://nvidia.github.io/libnvidia-container/stable/deb/nvidia-container-toolkit.list \
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| sed 's#deb https://#deb [signed-by=/usr/share/keyrings/nvidia-container-toolkit-keyring.gpg] https://#g' \
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> /etc/apt/sources.list.d/nvidia-container-toolkit.list
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apt-get update -qq
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apt-get install -y -qq nvidia-container-toolkit
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nvidia-ctk runtime configure --runtime=docker
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nvidia-ctk config --set nvidia-container-cli.no-cgroups=true --in-place
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systemctl restart docker
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EOF
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when: "! pct exec {{ ctid }} -- sh -c 'grep -q nvidia /etc/docker/daemon.json && grep -Eq \"^no-cgroups *= *true\" /etc/nvidia-container-runtime/config.toml' 2>/dev/null"
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verify:
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- name: Container is running with onboot set, started after the core guests
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shell: "pct status {{ ctid }} | grep -q running && pct config {{ ctid }} | grep -q '^onboot: 1' && pct config {{ ctid }} | grep -q '^startup: order=30'"
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changed_when: "false"
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- name: nvidia-smi inside the CT reports the host's driver version
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shell: pct exec {{ ctid }} -- nvidia-smi --query-gpu=name,driver_version --format=csv,noheader | grep -q 'RTX 2000.*, {{ driver_version }}$'
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changed_when: "false"
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- name: A Docker container gets the GPU (toolkit + no-cgroups work end to end)
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shell: pct exec {{ ctid }} -- docker run --rm --gpus all debian:12-slim nvidia-smi -L | grep -q 'RTX 2000'
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changed_when: "false"
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- name: Fleet identities are the pinned ids
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shell: |
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pct exec {{ ctid }} -- sh -c 'test "$(id -u infra-ops)" = 850 && test "$(id -u vh)" = 1000 && test "$(getent group docker | cut -d: -f3)" = 851 && id -nG infra-ops | grep -qw docker'
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changed_when: "false"
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