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# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
#
# 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,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from cosmos_predict1.utils.ema import EMAModelTracker, PowerEMATracker
from cosmos_predict1.utils.lazy_config import PLACEHOLDER
from cosmos_predict1.utils.lazy_config import LazyCall as L
from cosmos_predict1.utils.lazy_config import LazyDict
PowerEMAConfig: LazyDict = L(PowerEMATracker.initialize_multi_rank_ema)(
model=PLACEHOLDER, enabled=True, rate=0.10, num=3
)
RegEMAConfig: LazyDict = L(EMAModelTracker.initialize_multi_rank_ema)(
model=PLACEHOLDER, enabled=True, rate=0.999, num=1
)
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