> ## Documentation Index
> Fetch the complete documentation index at: https://docs.simplismart.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Inference & Monitoring

### Steps for Using the Deployed Model and Monitoring it's Performance

Once the model is successfully deployed, you can follow these steps to begin inference:

* Go to the **API** tab of your model
* Find the **Endpoint URL** and the pre-generated inference script
* Copy the script, replace placeholder values, and execute it to call the model

<img src="https://mintcdn.com/simplismart-3f10d72e/-tOQFir4hKwscnT0/images/409dcd4f-2a72-42a8-9c79-18591977dd06.png?fit=max&auto=format&n=-tOQFir4hKwscnT0&q=85&s=ee3f138d8008f25e08a319b8f52d2ad1" alt="409dcd4f 2a72 42a8 9c79 18591977dd06 Pn" width="2978" height="1696" data-path="images/409dcd4f-2a72-42a8-9c79-18591977dd06.png" />

<Tip>
  **How to access your API Key?**

  Go to **Account Settings** and select **API Key**
</Tip>

<img src="https://mintcdn.com/simplismart-3f10d72e/-tOQFir4hKwscnT0/images/Inference&Monitoring_2.png?fit=max&auto=format&n=-tOQFir4hKwscnT0&q=85&s=86ccfb0322d71ce911b1798218d0d246" alt="Alt Text" width="1280" height="832" data-path="images/Inference&Monitoring_2.png" />

***

The Monitor tab provides an overview of your deployment's performance.

1. **Monitor Real-Time Status:**

* **Pod Info:** Status and count of active pods
* **Throughput & Latency:** Requests per second and processing time
* **Success & Failure Rates:** Percentage of successful and failed inferences

<img src="https://mintcdn.com/simplismart-3f10d72e/rAJH-ZUhxs1j7eMd/images/image(24).png?fit=max&auto=format&n=rAJH-ZUhxs1j7eMd&q=85&s=de4cd53b5a9cce6f707344c4ab36845b" alt="Image(24) Pn" width="2555" height="1310" data-path="images/image(24).png" />

**2. Resource Monitoring**: Various system level metrics can be tracked along with system load information; such as CPU/ GPU usage & request metrics.

<img src="https://mintcdn.com/simplismart-3f10d72e/rAJH-ZUhxs1j7eMd/images/image(25).png?fit=max&auto=format&n=rAJH-ZUhxs1j7eMd&q=85&s=0f894f4df0c5b43536c348206d3bbab8" alt="Image(25) Pn" width="2552" height="1316" data-path="images/image(25).png" />
