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This commit is contained in:
Richard Liaw 2020-06-23 15:54:22 -07:00
parent bd679cd8c7
commit ad6448d602
1 changed files with 5 additions and 1 deletions
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6
spacy/cli/train_from_config.py
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@ -128,6 +128,9 @@ class ConfigSchema(BaseModel):
use_gpu=("Use GPU", "option", "g", int), use_gpu=("Use GPU", "option", "g", int),
num_workers=("Parallel Workers", "option", "j", int), num_workers=("Parallel Workers", "option", "j", int),
strategy=("Distributed training strategy (requires spacy_ray)", "option", "strat", str), strategy=("Distributed training strategy (requires spacy_ray)", "option", "strat", str),
ray_address=(
"Address of Ray cluster. Only required for multi-node training (requires spacy_ray)",
"option", "address", str),
tag_map_path=("Location of JSON-formatted tag map", "option", "tm", Path), tag_map_path=("Location of JSON-formatted tag map", "option", "tm", Path),
omit_extra_lookups=("Don't include extra lookups in model", "flag", "OEL", bool), omit_extra_lookups=("Don't include extra lookups in model", "flag", "OEL", bool),
# fmt: on # fmt: on
@ -143,6 +146,7 @@ def train_cli(
use_gpu=-1, use_gpu=-1,
num_workers=1, num_workers=1,
strategy="allreduce", strategy="allreduce",
ray_address=None,
tag_map_path=None, tag_map_path=None,
omit_extra_lookups=False, omit_extra_lookups=False,
): ):
@ -200,7 +204,7 @@ def train_cli(
from spacy_ray import distributed_setup_and_train from spacy_ray import distributed_setup_and_train
except ImportError: except ImportError:
msg.fail("Need to `pip install spacy_ray` to use distributed training!", exits=1) msg.fail("Need to `pip install spacy_ray` to use distributed training!", exits=1)
distributed_setup_and_train(use_gpu, num_workers, strategy, train_args) distributed_setup_and_train(use_gpu, num_workers, strategy, ray_address, train_args)
else: else:
if use_gpu >= 0: if use_gpu >= 0:
msg.info(f"Using GPU: {use_gpu}") msg.info(f"Using GPU: {use_gpu}")