v2.6
Table of Contents
Overview
Installation
QuickStart
Auto (Hyper-parameter) Tuning
Neural Architecture Search
Model Compression
Feature Engineering
References
Use Cases and Solutions
Research and Publications
FAQ
How to Contribute
Change Log
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Neural Network Intelligence
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Neural Network Intelligence
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Table of Contents
Overview
Installation
Linux & Mac
Windows
Use Docker
QuickStart
Auto (Hyper-parameter) Tuning
Write Trial
Tuners
Assessors
Training Platform
Examples
WebUI
How to Debug
Advanced
HPO Benchmarks
Neural Architecture Search
Overview
Quick Start
Construct Model Space
Multi-trial NAS
One-shot NAS
Hardware-aware NAS
NAS Benchmarks
NAS API References
Model Compression
Overview
Quick Start
Tutorial
Pruning
Pruning V2
Quantization
Utilities
Advanced Usage
API Reference
Feature Engineering
Overview
GradientFeatureSelector
GBDTSelector
References
nnictl Commands
Experiment Configuration
Experiment Configuration (legacy)
Search Space
NNI Annotation
SDK API References
Supported Framework Library
Launch from Python
Shared Storage
Tensorboard
Use Cases and Solutions
Automatic Model Tuning (HPO/NAS)
Automatic System Tuning (AutoSys)
Model Compression
Feature Engineering
Performance measurement, comparison and analysis
Use NNI on Google Colab
Research and Publications
FAQ
How to Contribute
Development Setup
Contribution Guide
Change Log