# 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 )