TensorFlow 2.x Quantization Toolkit
1.0-beta
Toolkit
Installation
Basics
Getting Started: End to End
Tutorials
Full Network Quantization
Partial Network Quantization
Partial Network Quantization: Specific Layer Class
Examples
ResNet50 V1
Model Zoo Results
Advanced Features
Add New Layer Support
Add Custom QDQ Insertion Case
API Reference
tensorflow_quantization
tensorflow_quantization.quantize_model
tensorflow_quantization.QuantizationSpec
tensorflow_quantization.CustomQDQInsertionCase
tensorflow_quantization.BaseQuantizeWrapper
tensorflow_quantization.utils
Quantization Theory
Introduction to Quantization
Quantization Aware Training (QAT)
TensorFlow 2.x Quantization Toolkit
Docs
»
Index
Index
_
|
A
|
B
|
C
|
E
|
F
|
G
|
K
|
L
|
M
|
N
|
Q
|
T
_
__init__() (tensorflow_quantization.BaseQuantizeWrapper method)
A
add() (tensorflow_quantization.QuantizationSpec method)
add_folder() (tensorflow_quantization.utils.CreateAssetsFolders method)
B
BaseQuantizeWrapper (class in tensorflow_quantization)
build() (tensorflow_quantization.BaseQuantizeWrapper method)
C
call() (tensorflow_quantization.BaseQuantizeWrapper method)
case() (tensorflow_quantization.CustomQDQInsertionCase method)
compute_output_shape() (tensorflow_quantization.BaseQuantizeWrapper method)
convert_keras_model_to_onnx() (in module tensorflow_quantization.utils)
convert_saved_model_to_onnx() (in module tensorflow_quantization.utils)
CreateAssetsFolders (class in tensorflow_quantization.utils)
CustomQDQInsertionCase (class in tensorflow_quantization)
E
ensure_and_clean_dir() (in module tensorflow_quantization.utils)
F
find_my_predecessors() (in module tensorflow_quantization.utils)
find_my_successors() (in module tensorflow_quantization.utils)
Folder (class in tensorflow_quantization.utils)
from_config() (tensorflow_quantization.BaseQuantizeWrapper class method)
G
get_config() (tensorflow_quantization.BaseQuantizeWrapper method)
get_layer_information() (tensorflow_quantization.utils.KerasModelTraveller method)
get_layer_names() (tensorflow_quantization.utils.KerasModelTraveller method)
K
KerasModelTraveller (class in tensorflow_quantization.utils)
L
losses (tensorflow_quantization.BaseQuantizeWrapper property)
M
module
tensorflow_quantization.quantize
tensorflow_quantization.utils
N
non_trainable_weights (tensorflow_quantization.BaseQuantizeWrapper property)
Q
QuantizationSpec (class in tensorflow_quantization)
quantize_model() (in module tensorflow_quantization.quantize)
T
tensorflow_quantization.quantize
module
tensorflow_quantization.utils
module
trainable_weights (tensorflow_quantization.BaseQuantizeWrapper property)