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chenpangpang
transformers
Commits
960ef4df
Commit
960ef4df
authored
Nov 01, 2018
by
thomwolf
Browse files
probably ok weights convertion script
parent
ab0e8932
Changes
1
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2 deletions
+7
-2
convert_tf_checkpoint.py
convert_tf_checkpoint.py
+7
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convert_tf_checkpoint.py
View file @
960ef4df
...
...
@@ -9,6 +9,7 @@ import re
import
argparse
import
tensorflow
as
tf
import
torch
import
numpy
as
np
from
modeling_pytorch
import
BertConfig
,
BertModel
...
...
@@ -55,7 +56,11 @@ def convert():
for
name
,
array
in
zip
(
names
,
arrays
):
name
=
name
[
5
:]
# skip "bert/"
print
(
"Loading {}"
.
format
(
name
))
name
=
name
.
split
(
'/'
)
if
name
[
0
]
in
[
'redictions'
,
'eq_relationship'
]:
print
(
"Skipping"
)
continue
pointer
=
model
for
m_name
in
name
:
if
re
.
fullmatch
(
r
'[A-Za-z]+_\d+'
,
m_name
):
...
...
@@ -71,8 +76,8 @@ def convert():
pointer
=
pointer
[
num
]
if
m_name
[
-
11
:]
==
'_embeddings'
:
pointer
=
getattr
(
pointer
,
'weight'
)
#
elif m_name == 'kernel':
#
pointer = getattr(pointer, 'weight'
)
elif
m_name
==
'kernel'
:
array
=
np
.
transpose
(
array
)
try
:
assert
pointer
.
shape
==
array
.
shape
except
AssertionError
as
e
:
...
...
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