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paddle.incubate.asp. add_supported_layer ( layer: Layer | type[Layer] | str, pruning_func: Callable[[npt.NDArray[Any], int, int, MaskAlgo, str], tuple[npt.NDArray[Any], npt.NDArray[Any]]] | None = None ) → None [source]

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Add supported layers and its corresponding pruning function.

Parameters

• name (string|Layer) – The name or type of layer, needed to support. If layer is Layer then it would be turn to string internally. ASP would use this name to match parameter’s name and call its the corresponding pruning function.

• pruning_func (function, optional) – a function type which receives five argument (weight_nparray, m, n, func_name, param_name), weight_nparray is a nparray of weight, param_name is the name of weight, m, n, and func_name, please see prune_model for details.