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36 lines
1.3 KiB
Python
36 lines
1.3 KiB
Python
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. 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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import lightning.pytorch as pl
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from omegaconf import OmegaConf
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from nemo.collections.tts.models import AudioCodecModel
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from nemo.core.config import hydra_runner
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from nemo.utils import logging
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from nemo.utils.exp_manager import exp_manager
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@hydra_runner(config_path="conf/audio_codec", config_name="audio_codec")
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def main(cfg):
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logging.info('\nConfig Params:\n%s', OmegaConf.to_yaml(cfg, resolve=True))
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trainer = pl.Trainer(**cfg.trainer)
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exp_manager(trainer, cfg.get("exp_manager", None))
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model = AudioCodecModel(cfg=cfg.model, trainer=trainer)
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model.maybe_init_from_pretrained_checkpoint(cfg=cfg)
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trainer.fit(model)
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if __name__ == '__main__':
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main() # noqa pylint: disable=no-value-for-parameter
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