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chenpangpang
transformers
Commits
aceb6a09
Commit
aceb6a09
authored
Feb 27, 2020
by
Martin Malmsten
Browse files
Added test for AlbertForTokenClassification
parent
d762d428
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tests/test_modeling_albert.py
tests/test_modeling_albert.py
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tests/test_modeling_albert.py
View file @
aceb6a09
...
...
@@ -207,6 +207,25 @@ class AlbertModelTest(ModelTesterMixin, unittest.TestCase):
self
.
parent
.
assertListEqual
(
list
(
result
[
"logits"
].
size
()),
[
self
.
batch_size
,
self
.
num_labels
])
self
.
check_loss_output
(
result
)
def
create_and_check_albert_for_token_classification
(
self
,
config
,
input_ids
,
token_type_ids
,
input_mask
,
sequence_labels
,
token_labels
,
choice_labels
):
config
.
num_labels
=
self
.
num_labels
model
=
AlbertForTokenClassification
(
config
=
config
)
model
.
to
(
torch_device
)
model
.
eval
()
loss
,
logits
=
model
(
input_ids
,
attention_mask
=
input_mask
,
token_type_ids
=
token_type_ids
,
labels
=
token_labels
)
result
=
{
"loss"
:
loss
,
"logits"
:
logits
,
}
self
.
parent
.
assertListEqual
(
list
(
result
[
"logits"
].
size
()),
[
self
.
batch_size
,
self
.
seq_length
,
self
.
num_labels
]
)
self
.
check_loss_output
(
result
)
def
prepare_config_and_inputs_for_common
(
self
):
config_and_inputs
=
self
.
prepare_config_and_inputs
()
(
...
...
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