mirror of
https://github.com/NVIDIA/Model-Optimizer.git
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56 lines
1.7 KiB
Python
56 lines
1.7 KiB
Python
# SPDX-FileCopyrightText: Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
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# SPDX-License-Identifier: Apache-2.0
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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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import re
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SDXL_DEFAULT_CONFIG = [
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{
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"wildcard_or_filter_func": lambda name: "up_blocks.2" not in name,
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"select_cache_step_func": lambda step: (step % 2) != 0,
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}
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]
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PIXART_DEFAULT_CONFIG = [
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{
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"wildcard_or_filter_func": lambda name: not re.search(
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r"transformer_blocks\.(2[1-7])\.", name
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),
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"select_cache_step_func": lambda step: (step % 3) != 0,
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}
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]
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SVD_DEFAULT_CONFIG = [
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{
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"wildcard_or_filter_func": lambda name: "up_blocks.3" not in name,
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"select_cache_step_func": lambda step: (step % 2) != 0,
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}
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]
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SD3_DEFAULT_CONFIG = [
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{
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"wildcard_or_filter_func": lambda name: re.search(
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r"^((?!transformer_blocks\.(1[6-9]|2[0-3])).)*$", name
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),
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"select_cache_step_func": lambda step: (step % 2) != 0,
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}
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]
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def replace_module(parent, name_path, new_module):
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path_parts = name_path.split(".")
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for part in path_parts[:-1]:
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parent = getattr(parent, part)
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setattr(parent, path_parts[-1], new_module)
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