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version 0.22.0

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Welcome

Getting Started

How It Works
- Introduction to Determined
- System Architecture
Tutorials
Quickstart for Model Developers
Examples
Model Hub Library
- Huggingface Trainsformers
  - Tutorial
  - Examples
- MMDetection

Set Up Determined

Set Up Guide
Basic Setup
Security
User Accounts
Workspaces and Projects
Logging and Elasticsearch
Cluster Usage History
Monitor Experiment Through Webhooks
- Through Zapier
- Through Slack
Upgrade
Troubleshooting

Model Developer Guide

Overview
Distributed Training
Prepare Container Environment
- Set Environment Images
- Customize Environment
Prepare Data
Training API Guides
Hyperparameter Tuning
Submit Experiment
How to Debug Models
Model Management
- Checkpoints
- Organize Models in the Model Registry
Best Practices

Reference

Overview
Python SDK
REST API
Training Reference
Experiment Configuration Reference
Model Hub Reference
- MMDetection API
- Transformers API
Deployment Reference
Job Configuration Reference
Custom Searcher Reference
CLI Reference

Tools

Overview
CLI User Guide
Commands and Shells
WebUI Interface
Jupyter Notebooks
TensorBoards
Exposing Custom Ports

Integrations

Works with Determined
IDE Integration
Prometheus and Grafana
Open Source Licenses

Set Up Reference

Release Notes Blog

Search

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By hello@determined.ai

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