# Copyright (c) 2021 - present / Neuralmagic, Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#    http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an "AS IS" BASIS,
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from typing import Optional

from compressed_tensors.config import CompressionFormat, SparsityCompressionConfig


__all__ = ["DenseSparsityConfig"]


@SparsityCompressionConfig.register(name=CompressionFormat.dense.value)
class DenseSparsityConfig(SparsityCompressionConfig):
    """
    Identity configuration for storing a sparse model in
    an uncompressed dense format

    :param global_sparsity: average sparsity of the entire model
    :param sparsity_structure: structure of the sparsity, such as
    "unstructured", "2:4", "8:16" etc
    """

    format: str = CompressionFormat.dense.value
    global_sparsity: Optional[float] = 0.0
    sparsity_structure: Optional[str] = "unstructured"