flashlight
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USAGE

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

API REFERENCE

  • Tensor
  • Variable
  • Functions
  • Modules
  • Optimization
  • Data Loading
  • Distributed Library
  • Logging
  • Memory Management
  • Meters
  • Serialization Library
  • Common
  • Contrib
flashlight
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flashlight¶

A C++ library for machine learning.

USAGE

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

API REFERENCE

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

Indices¶

  • Index

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