Install and Set Up Determined

Install and set up Determined using the cluster deployment guide for your environment.

Tip

Store your installation commands and flags in a shell script for future use, particularly for upgrading.

Note

To configure your cluster, visit Configuring the Cluster.

Note

Administrators should first consult Advanced Installation when setting up Determined for an organization.

Local

Install Determined on a single machine, for your own use. Compatible with Windows, Mac, and Linux. Ideal for getting started with Determined.

• Quick Installation

• Install Determined Using det deploy

• Install Determined Using Homebrew (macOS)

• Install Determined Using Windows Subsystem for Linux (Windows)

Note

Initial Password: When you deploy locally using det deploy local with master-up or cluster-up commands and no user accounts have been created yet, an initial password will be automatically generated and shown to the user (with the option to change it) if neither security.initial_user_password in master.yaml nor the --initial-user-password CLI flag is present.

Determined Agent

Use Determined’s built-in resource management. This is an easier alternative to installing and administering via Kubernetes or Slurm. Ideal for teams of any size to share dedicated compute resources. Compatible with on-prem clusters and cloud auto-scaling (AWS and GCP).

• Deploy on Prem

  • Install Determined Using Linux Packages

  • Install Determined Using Docker

• Deploy on AWS

• Deploy on GCP

• Deploy Using HPE Machine Learning Development Environment Software (MLDES) Managed Service

Kubernetes

Allow Determined to submit jobs to a Kubernetes cluster. Compatible with on-prem, GKE, and EKS clusters.

• Deploy on Kubernetes

  • Install Determined on Kubernetes

  • Set up and Manage an Azure Kubernetes Service (AKS) Cluster

  • Set up and Manage an AWS Kubernetes (EKS) Cluster

  • Set up and Manage a Google Kubernetes Engine (GKE) Cluster

Slurm

Enable Determined to submit jobs to a Slurm cluster.

Attention

This method is only available on Determined Enterprise Edition.

• Deploy on Slurm/PBS