User Guide

Contents:

• Xbatcher Caching Feature
  • Introduction
  • Installation
  • Basic Usage
  • Advanced Usage
  • Considerations and Best Practices
• End-to-End Tutorial: Training a Neural Network with PyTorch and Xbatcher
  • Step 1: Setup
  • Step 2: Create batch generator and data loader
  • Step 3: Define the Neural Network
  • Step 4: Define Loss Function and Optimizer
  • Step 5: Train the Model
  • Step 6: Evaluate the Model
  • Key Highlights
• End-to-End Tutorial: Training a Neural Network with Keras and Xbatcher
  • Import Required Libraries
  • Define Batch Generators
  • Map Batches to a Keras-Compatible Dataset
  • Build a Simple Neural Network with Keras
  • Train the Model
  • Visualize a Sample Prediction
  • Key Highlights