KD_Lib
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Contents:

  • KD-Lib
  • Installation
  • Tutorials

API:

  • Knowledge Distillation
  • Pruning
  • Quantization
  • Models
KD_Lib
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  • Welcome to KD_Lib’s documentation!
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Welcome to KD_Lib’s documentation!¶

Contents:

  • KD-Lib
    • Installation
    • Usage
    • Implemented works
  • Installation
    • From source (recommended)
    • Stable release
  • Tutorials
    • VanillaKD using KD_Lib
    • Deep Mutual Learning using KD_Lib
    • Label Smooth Regularization using KD_Lib
    • Probability Shift using KD_Lib
    • Route Constrained Optimization using KD_Lib
    • Self Training using KD_Lib
    • Hyperparameter Tuning using Optuna

API:

  • Knowledge Distillation
    • Vision
    • Text
    • Common
  • Pruning
    • KD_Lib.Pruning.lottery_tickets
  • Quantization
    • KD_Lib.Quantization.common
    • KD_Lib.Quantization.dynamic
    • KD_Lib.Quantization.static
    • KD_Lib.Quantization.qat
  • Models
    • KD_Lib.models.lenet module
    • KD_Lib.models.lstm module
    • KD_Lib.models.nin module
    • KD_Lib.models.resnet module
    • KD_Lib.models.shallow module

Indices and tables¶

  • Index
  • Module Index
  • Search Page
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© Copyright 2020, Het Shah, Neelay Shah, Khizir Siddiqui, Avishree Khare Revision 58ed91a2.

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