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from .utils import (
create_optimizer,
get_rank,
get_world_size,
is_main_process,
is_dist_avail_and_initialized,
init_distributed_mode,
setup_for_distributed,
cosine_scheduler,
constant_scheduler,
)
from .sp_utils import (
is_sequence_parallel_initialized,
init_sequence_parallel_group,
get_sequence_parallel_group,
get_sequence_parallel_world_size,
get_sequence_parallel_rank,
get_sequence_parallel_group_rank,
get_sequence_parallel_proc_num,
init_sync_input_group,
get_sync_input_group,
)
from .communicate import all_to_all