Fix CLI for multitask objectives
@@ -30,8 +30,8 @@ from ..compat import json_dumps
no_tagger=("Don't train tagger", "flag", "T", bool),
no_parser=("Don't train parser", "flag", "P", bool),
no_entities=("Don't train NER", "flag", "N", bool),
- parser_multitasks=("Side objectives for parser CNN, e.g. dep dep,tag", "option", "pt", ","),
- entity_multitasks=("Side objectives for ner CNN, e.g. dep dep,tag", "option", "et", ","),
+ parser_multitasks=("Side objectives for parser CNN, e.g. dep dep,tag", "option", "pt", str),
+ entity_multitasks=("Side objectives for ner CNN, e.g. dep dep,tag", "option", "et", str),
gold_preproc=("Use gold preprocessing", "flag", "G", bool),
version=("Model version", "option", "V", str),
meta_path=("Optional path to meta.json. All relevant properties will be "
@@ -105,8 +105,10 @@ def train(lang, output_dir, train_data, dev_data, n_iter=30, n_sents=0,
lex.is_oov = False
for name in pipeline:
nlp.add_pipe(nlp.create_pipe(name), name=name)
+ if parser_multitasks:
for objective in parser_multitasks.split(','):
nlp.parser.add_multitask_objective(objective)
+ if entity_multitasks:
for objective in entity_multitasks.split(','):
nlp.entity.add_multitask_objective(objective)
optimizer = nlp.begin_training(lambda: corpus.train_tuples, device=use_gpu)
