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  • Get Started
    • Quick Installation
    • Create Your First Experiment
    • How Determined Works
      • Introduction to Determined
      • System Architecture
    • Examples
  • Set Up
    • Quick Installation
    • Advanced Installation
      • Advanced Installation Requirements
      • Configuring InfiniBand
      • Set Up PostgreSQL
    • Deploy on Prem
      • Requirements
      • Options to Deploy on Prem
        • Install Determined Using det deploy
        • Install Determined Using Linux Packages
        • Install Determined Using Docker
        • Install Determined Using Homebrew (macOS)
        • Install Determined Using Windows Subsystem for Linux (Windows)
    • Deploy on AWS
      • Install Determined
      • Deploy Determined with Dynamic Agents
      • Use Spot Instances
    • Deploy on GCP
      • Install Determined
      • Deploy Determined with Dynamic Agents
    • 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
      • Development Guide
      • Customize a Pod
      • Helm and Kubectl Command Examples
      • Troubleshooting
    • Deploy on Slurm/PBS
      • Installation Requirements
      • HPC Launching Architecture
      • HPC Launcher Security Considerations
      • Install Determined on Slurm/PBS
      • Upgrade Determined on Slurm/PBS
      • Provide a Container Image Cache
      • Known Issues
      • Agent on Slurm/PBS
    • Cluster Configuration
  • Manage
    • Historical Cluster Usage Data
    • Troubleshooting
    • Upgrade
    • User Accounts
    • Managing Remote Users
    • Workspaces and Projects
    • Binding Resource Pools to Workspaces
    • Security
      • OAuth 2.0 Configuration
      • OpenID Connect Integration
      • RBAC
      • SAML Integration
      • SCIM Integration
      • Transport Layer Security
  • Tutorials
    • Quickstart for Model Developers
    • Porting Your PyTorch Model to Determined
    • Get Started with Detached Mode
      • Simple Metrics Reporting
      • Save and Load States Using Checkpoints
      • Distributed Training With Sharded Checkpointing
      • Transition From Detached Mode
    • Viewing Epoch-Based Metrics in the WebUI
    • Using Pachyderm to Create a Batch Inferencing Pipeline
  • Model Hub Library
    • Hugging Face Transformers
    • MMDetection
  • Model Dev Guide
    • Create and Submit an Experiment
    • How to Debug Models
    • Prepare Data
    • API Guides
      • Torch Batch Processing API
      • Training APIs
        • Core API User Guide
        • Get Started with Core API
        • Keras API
        • PyTorch API
        • DeepSpeed API
    • Distributed Training with Determined
      • Distributed Training Concepts
      • Implementing Distributed Training
      • Configuration Templates
      • Reproducibility
      • Optimizing Training
    • Hyperparameter Tuning
      • Configure Hyperparameter Ranges
      • Handle Trial Errors and Early Stopping Requests
      • Hyperparameter Search Constraints
      • Instrument Model Code
      • Search Methods
        • Adaptive (Asynchronous) Method
        • Custom Search Methods
        • Grid Method
        • Random Method
        • Single Search Method
    • Model Management
      • Checkpoints
      • Organize Models in the Model Registry
    • Prepare Your Container Environment
      • Set Environment Images
      • Customize Your Environment
  • Reference
    • Experiment Configuration Reference
    • Job Configuration Reference
    • Deployment Reference
      • Common Configuration Options
      • Master Configuration Reference
      • Agent Configuration Reference
      • Helm Chart Configuration Reference
    • Training Reference
      • det.core API Reference
      • det.pytorch.deepspeed API Reference
      • det API Reference
      • det.keras API Reference
      • det.pytorch API Reference
      • det.pytorch.samplers API Reference
    • Python SDK
      • Python SDK Example Workflows
      • Python SDK Client Module Reference
    • REST API
    • Determined CLI Reference
    • Model Hub APIs
      • MMDetection API
      • Transformers API
    • Customer Searcher Reference
  • Tools
    • CLI
    • Commands and Shells
    • Notebooks
    • Proxy Ports
    • TensorBoard
    • WebUI
  • Integrations
    • Data Transformers
      • Pachyderm
    • IDEs
      • PyCharm
      • Visual Studio Code
    • Notifications
      • Slack
      • Zapier
    • Prometheus & Grafana
  • Open Source Licenses
Set Up Reference Dev Guide
Release Notes Blog

Tools

Tools#

CLI User Guide

Instructions for installing and using the Determined CLI.

Commands and Shells

How to use a Determined cluster to run free-form programs.

WebUI

Using the web interface to create and monitor experiments.

Jupyter Notebooks

Launching and managing Jupyter Notebooks.

Using TensorBoard

Using TensorBoard to examine individual or compare multiple experiments.

Exposing Custom Ports

How to expose a custom network port in a task container.

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Custom Searcher Reference

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Determined CLI

By hello@determined.ai

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