| # Copyright (c) Meta Platforms, Inc. and affiliates. | |
| # All rights reserved. | |
| # | |
| # This source code is licensed under the license found in the | |
| # LICENSE file in the root directory of this source tree. | |
| from ._explorers import LMExplorer | |
| from ...environment import AudioCraftEnvironment | |
| def explorer(launcher): | |
| partitions = AudioCraftEnvironment.get_slurm_partitions(['team', 'global']) | |
| launcher.slurm_(gpus=32, partition=partitions) | |
| launcher.bind_(solver='musicgen/musicgen_base_32khz') | |
| # replace this by the desired music dataset | |
| launcher.bind_(dset='internal/music_400k_32khz') | |
| launcher.bind_(conditioner='clapemb2music') | |
| fsdp = {'autocast': False, 'fsdp.use': True} | |
| cache_path = {'conditioners.description.clap.cache_path': | |
| '/fsx-audio-craft-llm/jadecopet/experiments/audiocraft/caches/clap_embed_music'} | |
| text_wav_training_opt = {'conditioners.description.clap.text_p': 0.5} | |
| launcher.bind_(fsdp) | |
| launcher.slurm_(gpus=32).bind_(label='32gpus') | |
| with launcher.job_array(): | |
| launcher() | |
| launcher(text_wav_training_opt) | |
| launcher(cache_path) | |
| launcher(cache_path, text_wav_training_opt) | |