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--- |
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task_name: musdb18 |
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train: |
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input_source_types: |
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- vocals |
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- accompaniment |
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target_source_types: |
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- accompaniment |
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indexes_dict: "indexes/musdb18/sr=44100_chn=2/train/full_train/vocals-accompaniment.pkl" |
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sample_rate: 44100 |
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channels: 2 |
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segment_seconds: 3.0 |
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model_type: ResUNet143_DecouplePlusInplaceABN_ISMIR2021 |
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loss_type: l1_wav |
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mini_data: False |
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augmentations: |
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mixaudio: |
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vocals: 2 |
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accompaniment: 2 |
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pitch_shift: |
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vocals: 0 |
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accompaniment: 0 |
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magnitude_scale: |
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vocals: |
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lower_db: 0 |
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higher_db: 0 |
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accompaniment: |
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lower_db: 0 |
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higher_db: 0 |
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batch_data_preprocessor: BasicBatchDataPreprocessor |
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evaluation_callback: Musdb18EvaluationCallback |
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learning_rate: 1e-3 |
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batch_size: 16 |
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precision: 32 |
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steps_per_epoch: 10000 |
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evaluate_step_frequency: 10000 |
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save_step_frequency: 50000 |
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early_stop_steps: 500001 |
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warm_up_steps: 1000 |
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reduce_lr_steps: 15000 |
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random_seed: 1234 |
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resume_checkpoint: "" |
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evaluate: |
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segment_seconds: 30.0 |
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batch_size: 1 |