Paperspace

digitalocean ML platformdigitalocean-paperspace

Machine learning platform with GPU notebooks, deployments, workflows and machines.

Provider: digitalocean
Kind: ML platform
Category: Compute
Official docs: https://docs.digitalocean.com/products/paperspace/

Properties · 2 set by this component

property	type	values	required	kind default	this component
computeInstances	integer	—	no	—	inherited
experimentTracking	boolean	—	no	true	inherited
gpuEnabled	boolean	—	no	—	▸ true
managed	boolean	—	no	false	▸ true
modelRegistry	boolean	—	no	true	inherited
publicAccess	boolean	—	no	—	inherited
surface · component property	enum	notebooks \| deployments \| workflows \| machines	no	—	inherited

Rules that apply · 1

Every rule whose selector covers this component's kind or its category. Whether a rule fires depends on the design: its properties, its edges and its groups.

Stateful node without zone redundancyerror

stateful-node-without-zone-redundancy

A stateful compute node pinned to exactly one availability zone disappears with that zone, and its state goes with it. Nodes inside a cell are exempt, because there the cell is deliberately single-zone and redundancy comes from the other cells.

— all of these hold:
— the node's `stateless` is false
— the node sits inside exactly 1 availability-zone group
— this does not hold:
— the node sits inside at least one cell group

Use it in a design

nodes:
  - { id: "paperspace", component: "digitalocean-paperspace" }

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and 21 more → ML platform page

Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# Paperspace by DigitalOcean: "a cloud-based machine learning platform that offers GPU-powered
3# virtual machines and a Kubernetes-based container service" ("Paperspace"). The platform is the
4# workspace: Notebooks (a hosted Jupyter IDE with shared storage), Deployments (containers and
5# models served as a container-as-a-service), Workflows (GPU pipelines) and Machines (Linux and
6# Windows GPU VMs), driven by a REST API, JavaScript SDK and CLI.
7schemaVersion: "1"
8type: "component"
9id: "digitalocean-paperspace"
10kind: "ml-platform"
11provider: "digitalocean"
12docs: "https://docs.digitalocean.com/products/paperspace/"
13aliases: ["Paperspace"]
14defaults:
15  managed: true
16  gpuEnabled: true
17properties:
18  surface:
19    type: "enum"
20    values: ["notebooks", "deployments", "workflows", "machines"]

The same page as markdown, for an agent: /catalogue/components/digitalocean-paperspace.md