34 lines
851 B
Python
34 lines
851 B
Python
import os
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from fairseq import checkpoint_utils
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def get_index_path_from_model(sid):
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return next(
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(
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f
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for f in [
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os.path.join(root, name)
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for root, _, files in os.walk(os.getenv("index_root"), topdown=False)
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for name in files
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if name.endswith(".index") and "trained" not in name
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]
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if sid.split(".")[0] in f
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),
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"",
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)
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def load_hubert(config):
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models, _, _ = checkpoint_utils.load_model_ensemble_and_task(
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["assets/hubert/hubert_base.pt"],
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suffix="",
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)
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hubert_model = models[0]
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hubert_model = hubert_model.to(config.device)
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if config.is_half:
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hubert_model = hubert_model.half()
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else:
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hubert_model = hubert_model.float()
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return hubert_model.eval()
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