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Guide to Core ML Tools

API Reference

coremltools API Reference
Core ML Model Format

Overview

What Is Core ML Tools?
Installing Core ML Tools
Getting Started
New Features
Core ML Tools FAQs
Examples
Contributing

Unified Conversion

Core ML Tools API Overview
Converting Deep Learning Models
Converting from TensorFlow
Converting from PyTorch
Conversion Options
Model Intermediate Language

Optimization

Overview
What’s New
Examples
- Optimizing ResNet50 Model
- Optimizing OPT Model
Optimization Workflow
Palettization
Linear Quantization
Pruning
Combining Compression Types
Conversion
Compressing Neural Network Weights

Other Converters

LibSVM
Scikit-learn
XGBoost

MLModel

MLModel Overview
Multifunction Models
Xcode Model Preview Types
MLModel Utilities
Model Prediction
Updatable Models

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Linear Quantization

Linear Quantization#

Quantization Overview
Performance
Quantization Algorithms
API Overview

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