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chenpangpang
transformers
Commits
87d60b6e
Commit
87d60b6e
authored
Oct 17, 2019
by
Rémi Louf
Browse files
reword explanation of encoder_attention_mask
parent
638fe7f5
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transformers/modeling_bert.py
transformers/modeling_bert.py
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transformers/modeling_bert.py
View file @
87d60b6e
...
@@ -201,9 +201,9 @@ class BertSelfAttention(nn.Module):
...
@@ -201,9 +201,9 @@ class BertSelfAttention(nn.Module):
def
forward
(
self
,
hidden_states
,
attention_mask
=
None
,
head_mask
=
None
,
encoder_hidden_states
=
None
,
encoder_attention_mask
=
None
):
def
forward
(
self
,
hidden_states
,
attention_mask
=
None
,
head_mask
=
None
,
encoder_hidden_states
=
None
,
encoder_attention_mask
=
None
):
mixed_query_layer
=
self
.
query
(
hidden_states
)
mixed_query_layer
=
self
.
query
(
hidden_states
)
#
i
f th
e attention Module is a encoder-decoder self
attention module
#
I
f th
is is instantiated as a cross-
attention module
, the keys
#
they keys & values are given by the
encoder; the attention mask
#
and values come from an
encoder; the attention mask
needs to be
#
needs to be such that there is no atention on
the encoder's padding tokens.
#
such that
the encoder's padding tokens
are not attended to
.
if
encoder_hidden_states
is
not
None
:
if
encoder_hidden_states
is
not
None
:
mixed_key_layer
=
self
.
key
(
encoder_hidden_states
)
mixed_key_layer
=
self
.
key
(
encoder_hidden_states
)
mixed_value_layer
=
self
.
value
(
encoder_hidden_states
)
mixed_value_layer
=
self
.
value
(
encoder_hidden_states
)
...
...
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