bugfix of the bugfix

This commit is contained in:
svlandeg 2020-06-02 17:49:33 +02:00
parent fdfd822936
commit 5b350a6c99
1 changed files with 16 additions and 15 deletions

View File

@ -674,16 +674,17 @@ def minibatch_by_words(examples, size, count_words=len, tolerance=0.2, discard_o
for example in examples: for example in examples:
n_words = count_words(example.doc) n_words = count_words(example.doc)
# add the example to the current batch if it still fits
if (current_size + n_words) < (target_size + tol_size):
batch.append(example)
current_size += n_words
else:
# if the current example exceeds the batch size, it is returned separately # if the current example exceeds the batch size, it is returned separately
# but only if discard_oversize=False. # but only if discard_oversize=False.
if current_size > target_size: if n_words > target_size:
if not discard_oversize: if not discard_oversize:
yield [example] yield [example]
# add the example to the current batch if it still fits
elif (current_size + n_words) < (target_size + tol_size):
batch.append(example)
current_size += n_words
# yield the previous batch and start a new one # yield the previous batch and start a new one
else: else:
yield batch yield batch