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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
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How to access your API Key?Go to Account Settings and select API Key
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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
Image(24) Pn 2. Resource Monitoring: Various system level metrics can be tracked along with system load information; such as CPU/ GPU usage & request metrics. Image(25) Pn