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chenpangpang
transformers
Commits
7b3bb8c0
"...git@developer.sourcefind.cn:chenpangpang/transformers.git" did not exist on "c108d0b5a43fee12e1ef578fe871f0f123b06018"
Commit
7b3bb8c0
authored
Nov 30, 2018
by
Malte Pietsch
Browse files
fix typo in input for masked lm loss function
parent
257a3513
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pytorch_pretrained_bert/modeling.py
pytorch_pretrained_bert/modeling.py
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pytorch_pretrained_bert/modeling.py
View file @
7b3bb8c0
...
@@ -678,7 +678,7 @@ class BertForPreTraining(PreTrainedBertModel):
...
@@ -678,7 +678,7 @@ class BertForPreTraining(PreTrainedBertModel):
if
masked_lm_labels
is
not
None
and
next_sentence_label
is
not
None
:
if
masked_lm_labels
is
not
None
and
next_sentence_label
is
not
None
:
loss_fct
=
CrossEntropyLoss
(
ignore_index
=-
1
)
loss_fct
=
CrossEntropyLoss
(
ignore_index
=-
1
)
masked_lm_loss
=
loss_fct
(
prediction_scores
.
view
(
-
1
,
self
.
config
.
vocab_size
),
masked_lm_labels
(
-
1
))
masked_lm_loss
=
loss_fct
(
prediction_scores
.
view
(
-
1
,
self
.
config
.
vocab_size
),
masked_lm_labels
.
view
(
-
1
))
next_sentence_loss
=
loss_fct
(
seq_relationship_score
.
view
(
-
1
,
2
),
next_sentence_label
.
view
(
-
1
))
next_sentence_loss
=
loss_fct
(
seq_relationship_score
.
view
(
-
1
,
2
),
next_sentence_label
.
view
(
-
1
))
total_loss
=
masked_lm_loss
+
next_sentence_loss
total_loss
=
masked_lm_loss
+
next_sentence_loss
return
total_loss
return
total_loss
...
...
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