Deployments Quickstart
Validated on 14 Dec 2023 • Last edited on 18 Dec 2024
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.
Create a Deployment
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Go to https://console.paperspace.com/. Create a new project if you haven’t created one already.
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In the project, click the Deployments tab and click Create.
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Select a machine to run your deployment on.
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Specify a name for your deployment.
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Specify a container image to run.
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Specify resources such as the port and number of replicas. If you want to automatically scale your deployment based resource utilization of your app, turn on Autoscaling.
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Integrate additional services to your app.
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Specify environment variables and health checks for your app.
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Review the price summary and click Deploy to deploy your app.
Disable a Deployment
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Go to https://console.paperspace.com/, click the Deployments tab and select your deployment.
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In the Settings tab, in the Disable deployment section, click Disable Deployment.
Delete a Deployment
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Click the … menu next to the deployment you want to delete and select Delete.
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Click Delete to delete the deployment.