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Update defaults

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This commit is contained in:
Matthew Honnibal 2017-10-08 02:08:12 -05:00
parent 42b401d08b
commit be4f0b6460
1 changed files with 4 additions and 4 deletions
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spacy/cli/train.py
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@ -78,11 +78,11 @@ def train(cmd, lang, output_dir, train_data, dev_data, n_iter=10, n_sents=0,
# starts high and decays sharply, to force the optimizer to explore. # starts high and decays sharply, to force the optimizer to explore.
# Batch size starts at 1 and grows, so that we make updates quickly # Batch size starts at 1 and grows, so that we make updates quickly
# at the beginning of training. # at the beginning of training.
dropout_rates = util.decaying(util.env_opt('dropout_from', 0.6), dropout_rates = util.decaying(util.env_opt('dropout_from', 0.2),
util.env_opt('dropout_to', 0.1), util.env_opt('dropout_to', 0.2),
util.env_opt('dropout_decay', 1e-5)) util.env_opt('dropout_decay', 0.0))
batch_sizes = util.compounding(util.env_opt('batch_from', 1), batch_sizes = util.compounding(util.env_opt('batch_from', 1),
util.env_opt('batch_to', 4), util.env_opt('batch_to', 16),
util.env_opt('batch_compound', 1.001)) util.env_opt('batch_compound', 1.001))
corpus = GoldCorpus(train_path, dev_path, limit=n_sents) corpus = GoldCorpus(train_path, dev_path, limit=n_sents)
n_train_words = corpus.count_train() n_train_words = corpus.count_train()