flashlight

A C++ library for machine learning.

INSTALLATION

• Building and Installing
  • Build Requirements
  • Build Instructions
  • Building Your Project with flashlight

USAGE

• Introduction to Autograd
• Example: Linear Regression, Perceptron
• Example: MNIST
• Distributed Training
• Serialization API
• Extending flashlight
• Debugging flashlight

API REFERENCE

• Variable
• Functions
• Modules
  • Containers
  • Layers
  • Losses
  • Initialization
  • Utils
  • DistributedUtils
• Optimization
  • Optimizers
• Data Loading
  • Datasets
  • Utils
• Distributed Library
  • Reducer Framework
  • Reducers
• Memory Management
  • Defining a Custom Memory Manager
• Meters
  • AverageValueMeter
  • CountMeter
  • EditDistanceMeter
  • MSEMeter
  • FrameErrorMeter
  • TimeMeter
• Serialization Library
• Common
• Contrib
  • Modules

Indices

• Index