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# SPDX-FileCopyrightText: Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without restriction, including without limitation
# the rights to use, copy, modify, merge, publish, distribute, sublicense,
# and/or sell copies of the Software, and to permit persons to whom the
# Software is furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL
# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
# DEALINGS IN THE SOFTWARE.
import re
SDXL_DEFAULT_CONFIG = [
{
"wildcard_or_filter_func": lambda name: "up_blocks.2" not in name,
"select_cache_step_func": lambda step: (step % 2) != 0,
}
]
PIXART_DEFAULT_CONFIG = [
{
"wildcard_or_filter_func": lambda name: not re.search(
r"transformer_blocks\.(2[1-7])\.", name
),
"select_cache_step_func": lambda step: (step % 3) != 0,
}
]
SVD_DEFAULT_CONFIG = [
{
"wildcard_or_filter_func": lambda name: "up_blocks.3" not in name,
"select_cache_step_func": lambda step: (step % 2) != 0,
}
]
SD3_DEFAULT_CONFIG = [
{
"wildcard_or_filter_func": lambda name: re.search(
r"^((?!transformer_blocks\.(1[6-9]|2[0-3])).)*$", name
),
"select_cache_step_func": lambda step: (step % 2) != 0,
}
]
def replace_module(parent, name_path, new_module):
path_parts = name_path.split(".")
for part in path_parts[:-1]:
parent = getattr(parent, part)
setattr(parent, path_parts[-1], new_module)
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