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How to View Logs for Gradient Deployments

Paperspace Deployments are containers-as-a-service that allow you to run container images and serve machine learning models using a high-performance, low-latency service with a RESTful API.

Every Gradient workload produces logs that are available both in real time and after the workload is complete. Gradient displays these logs in the web UI and they can also be queried from the CLI.

All logs are retained for 30 days after which they are no longer stored.

Deployment Logs

Deployment logs can be accessed by clicking the Logs tab in an individual deployments view.

Viewing logs in Gradient Deployments