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
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