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# 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.
"""
Main training for the Track A MDX models.
"""
from ._explorers import MyExplorer
from ..train import main
TRACK_A = ['0d19c1c6', '7ecf8ec1', 'c511e2ab', '7d865c68']
@MyExplorer
def explorer(launcher):
launcher.slurm_(
gpus=8,
time=3 * 24 * 60,
partition='learnlab')
# Reproduce results from MDX competition Track A
# This trains the first round of models. Once this is trained,
# you will need to schedule `mdx_refine`.
for sig in TRACK_A:
xp = main.get_xp_from_sig(sig)
parent = xp.cfg.continue_from
xp = main.get_xp_from_sig(parent)
launcher(xp.argv)
launcher(xp.argv, {'quant.diffq': 1e-4})
launcher(xp.argv, {'quant.diffq': 3e-4})
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