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amended description as per pr feedback
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freschri committed Oct 12, 2023
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Expand Up @@ -24,7 +24,7 @@ The Neuron container runtime consists of kernel driver and C/C++ libraries which

To access Neuron cores & devices from Kubernetes, the pattern deploys the Neuron device plugin, which exposes Neuron cores & devices to Kubernetes, as resources.

Neuron metrics are exposed to Amazon Managed Service for Prometheus by the `neuron-monitor` DaemonSet, which deploys a minimal container, with the [Neuron Tools](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/tools/index.html) installed. Specifically, the container runs the [`neuron-monitor`](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/tools/neuron-sys-tools/neuron-monitor-user-guide.html#neuron-monitor-ug) command piped into the `neuron-monitor-prometheus.py` companion script:
Neuron metrics are exposed to Amazon Managed Service for Prometheus by the `neuron-monitor` DaemonSet, which deploys a minimal container, with the [Neuron Tools](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/tools/index.html) installed. Specifically, the `neuron-monitor` DaemonSet runs the [`neuron-monitor`](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/tools/neuron-sys-tools/neuron-monitor-user-guide.html#neuron-monitor-ug) command piped into the `neuron-monitor-prometheus.py` companion script (both commands are part of the container):

```bash
neuron-monitor | neuron-monitor-prometheus.py --port <port>
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