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ABC interface which specifies how layers should be quantized.
The Registry is designed to function as a repository of QuantizeConfigs
linked to layers. The idea is that while applying quantization to the various
layers within a Keras model, the registry can be used to query which
QuantizeConfig can be used to quantize a specific layer. The
QuantizeConfig itself contains information to quantize that specific
layer.
We provide a default registry for built-in Keras layers, but implementing this interface allows users the ability to write their own custom registries specific to their needs. It can also be extended to be used for any Keras layer, such as custom Keras layers.
Methods
get_quantize_config
@abc.abstractmethodget_quantize_config( layer )
Returns the quantization config for the given layer.
| Args | |
|---|---|
layer
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input layer to return quantize config for. |
| Returns | |
|---|---|
| Returns the QuantizeConfig for the given layer. |