wehub-resource-sync
54 lines
1.4 KiB
Python
54 lines
1.4 KiB
Python
"""Quantization Module"""
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# Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from .base_observer import BaseObserver
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from .base_quanter import BaseQuanter
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from .config import QuantConfig
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from .factory import quanter
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from .imperative.ptq import ( # noqa: F401
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ImperativePTQ,
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)
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from .imperative.ptq_config import ( # noqa: F401
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PTQConfig,
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default_ptq_config,
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)
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from .imperative.ptq_quantizer import ( # noqa: F401
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SUPPORT_ACT_QUANTIZERS,
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SUPPORT_WT_QUANTIZERS,
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AbsmaxQuantizer,
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BaseQuantizer,
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HistQuantizer,
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KLQuantizer,
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PerChannelAbsmaxQuantizer,
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)
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from .imperative.ptq_registry import ( # noqa: F401
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PTQRegistry,
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)
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from .imperative.qat import ( # noqa: F401
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ImperativeQuantAware,
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)
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from .ptq import PTQ
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from .qat import QAT
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__all__ = [
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"QuantConfig",
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"BaseQuanter",
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"BaseObserver",
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"quanter",
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"QAT",
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"PTQ",
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]
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