Skip to content
This repository was archived by the owner on Aug 6, 2025. It is now read-only.

add padded indices in max_token count in embed.py #218

Open
jasonmusespresso wants to merge 3 commits into
base: main
Choose a base branch
from
Open

add padded indices in max_token count in embed.py #218

Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
8bb54df
add padded tokens in token counts to compare to max_token in embed.py
jasonmusespresso Nov 22, 2022
e14ebda
fixed default value to 0
jasonmusespresso Nov 22, 2022
ba5d8fc
fixed batching
jasonmusespresso Nov 22, 2022
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
20 changes: 11 additions & 9 deletions source/embed.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -157,20 +157,22 @@ def batch(tokens, lengths, indices):
)

batch_tokens, batch_lengths, batch_indices = [], [], []
ntokens = nsentences = 0
nsentences = 0
num_tokens_padded = -1
for i in indices:
if nsentences > 0 and (
(self.max_tokens is not None and ntokens + lengths[i] > self.max_tokens)
or (self.max_sentences is not None and nsentences == self.max_sentences)
):
yield batch(batch_tokens, batch_lengths, batch_indices)
ntokens = nsentences = 0
batch_tokens, batch_lengths, batch_indices = [], [], []
if num_tokens_padded == -1:
num_tokens_padded = tokens[i].shape[0]
batch_tokens.append(tokens[i])
batch_lengths.append(lengths[i])
batch_indices.append(i)
ntokens += tokens[i].shape[0]
nsentences += 1
if ((self.max_tokens is not None and (nsentences + 1) * num_tokens_padded > self.max_tokens)
or (self.max_sentences is not None and nsentences + 1 == self.max_sentences)):
yield batch(batch_tokens, batch_lengths, batch_indices)
nsentences = 0
batch_tokens, batch_lengths, batch_indices = [], [], []
num_tokens_padded = -1

if nsentences > 0:
yield batch(batch_tokens, batch_lengths, batch_indices)

Expand Down