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30 lines
1.1 KiB
Python
30 lines
1.1 KiB
Python
# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the license found in the
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# LICENSE file in the root directory of this source tree.
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"""
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Grid search file, simply list all the exp you want in `explorer`.
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Any new exp added there will be scheduled.
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You can cancel and experiment by commenting its line.
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This grid shows how to train the new AudioGen EnCodec model at 16 kHz.
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"""
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from ._explorers import CompressionExplorer
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from ...environment import AudioCraftEnvironment
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@CompressionExplorer
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def explorer(launcher):
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partitions = AudioCraftEnvironment.get_slurm_partitions(['team', 'global'])
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launcher.slurm_(gpus=8, partition=partitions)
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# use configuration for AudioGen's EnCodec model trained on monophonic audio sampled at 16 kHz
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# AudioGen's EnCodec is trained with a total stride of 320 leading to a frame rate of 50 hz
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launcher.bind_(solver='compression/encodec_audiogen_16khz')
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# replace this by the desired sound dataset
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launcher.bind_(dset='internal/sounds_16khz')
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# launch xp
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launcher()
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