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Module containing quantization code built on Keras abstractions.
Modules
quantizers
module: Module containing Quantization abstraction and quantizers.
Classes
class QuantizeConfig
: ABC interface for Keras layers to express how they should be quantized.
Functions
quantize_annotate_layer(...)
: Annotate a tf.keras
layer to be quantized.
quantize_annotate_model(...)
: Annotate a tf.keras
model to be quantized.
quantize_apply(...)
: Quantize a tf.keras
model that has been annotated for quantization.
quantize_model(...)
: Quantize a tf.keras
model with the default quantization implementation.
quantize_scope(...)
: Scope which can be used to deserialize quantized Keras models and layers.