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chenpangpang
transformers
Commits
2e07180c
Unverified
Commit
2e07180c
authored
Dec 16, 2021
by
Matt
Committed by
GitHub
Dec 16, 2021
Browse files
Train step fix (#14796)
* Fix for TF train step when no "labels" key in input * make style
parent
465a8b8d
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src/transformers/modeling_tf_utils.py
src/transformers/modeling_tf_utils.py
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src/transformers/modeling_tf_utils.py
View file @
2e07180c
...
@@ -870,6 +870,9 @@ class TFPreTrainedModel(tf.keras.Model, TFModelUtilsMixin, TFGenerationMixin, Pu
...
@@ -870,6 +870,9 @@ class TFPreTrainedModel(tf.keras.Model, TFModelUtilsMixin, TFGenerationMixin, Pu
# the input dict (and loss is computed internally)
# the input dict (and loss is computed internally)
if
y
is
None
and
"labels"
in
x
:
if
y
is
None
and
"labels"
in
x
:
y
=
x
[
"labels"
]
# Stops confusion with metric computations
y
=
x
[
"labels"
]
# Stops confusion with metric computations
elif
y
is
None
and
"input_ids"
in
x
:
# Just make any kind of dummy array to make loss work
y
=
tf
.
zeros
(
tf
.
shape
(
x
[
"input_ids"
])[
0
],
dtype
=
tf
.
int64
)
# Run forward pass.
# Run forward pass.
with
tf
.
GradientTape
()
as
tape
:
with
tf
.
GradientTape
()
as
tape
:
y_pred
=
self
(
x
,
training
=
True
)
y_pred
=
self
(
x
,
training
=
True
)
...
...
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