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  • Get Started
    • Quick Installation
    • 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
    • Elasticsearch-Backed Logging
    • Historical Cluster Usage Data
    • Troubleshooting
    • Upgrade
    • User Accounts
    • Workspaces and Projects
      • Binding Resource Pools to Workspaces
    • Binding Resource Pools to Workspaces
    • Security
      • OAuth 2.0 Configuration
      • OpenID Connect Integration
      • RBAC
      • SAML Integration
      • SCIM Integration
      • Transport Layer Security
  • Tutorials
    • Run Your First Experiment in Determined
    • PyTorch MNIST Tutorial
    • Quickstart for Model Developers
    • How to View Epoch-Based Metrics
    • How to Use Detached Mode
      • Simple Metrics Reporting
      • Save and Load States Using Checkpoints
      • Distributed Training With Sharded Checkpointing
      • Transition From Detached Mode
  • Model Hub Library
    • Huggingface Trainsformers
    • MMDetection
  • Model Dev Guide
    • How to Debug Models
    • Prepare Data
    • Submit Experiment
    • API Guides
      • Torch Batch Processing API
      • Training APIs
        • Core API User Guide
        • Get Started with Core API
        • Keras API
        • PyTorch API
        • DeepSpeed API
    • Best Practices
    • 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
      • Customizing Your Environment
      • Set Environment Images
  • Reference
    • Determined CLI Reference
    • Custom Searcher Reference
    • Job Configuration Reference
    • Python SDK
    • REST API
    • Deployment Reference
      • Common Configuration Options
      • Master Configuration Reference
      • Agent Configuration Reference
      • Helm Chart Configuration Reference
    • Model Hub APIs
      • MMDetection API
      • Transformers API
    • Training Reference
      • det
      • det.core
      • det.pytorch
      • det.pytorch.samplers
      • det.pytorch.deepspeed
      • det.keras
      • Experiment Configuration
  • 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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Experiment Configuration Reference

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Determined CLI

By hello@determined.ai

© Copyright 2023, Determined AI.