# System Administrators

Deploy and run AMD Instinct GPUs on bare metal, in containers, and across clusters.

## Bare metal

<div class="id-grid">

```{include} _cards/instinct-gpu-driver.md
```

```{include} _cards/gpu-partitioning.md
```

```{include} _cards/amd-smi.md
```

```{include} _cards/rocm-validation-suite.md
```

```{include} _cards/customer-acceptance-guide.md
```

```{include} _cards/cluster-validation-suite.md
```

</div>

## Containers & orchestration

<div class="id-grid">

```{include} _cards/gpu-operator.md
```

```{include} _cards/network-operator.md
```

```{include} _cards/device-plugin.md
```

```{include} _cards/device-metrics-exporter.md
```

```{include} _cards/amd-container-toolkit.md
```

```{include} _cards/spur.md
```

</div>

## Cluster, cloud & virtualization

<div class="id-grid">

```{include} _cards/enterprise-ai.md
```

```{include} _cards/omnistat.md
```

```{include} _cards/cluster-networking.md
```

```{include} _cards/instinct-on-azure.md
```

```{include} _cards/virtualization-driver.md
```

```{include} _cards/amd-smi-virtualization.md
```

</div>