Expose get_config() on ModelTesters (#12812)

* Expose get_config() on ModelTesters

* Typo
This commit is contained in:
Lysandre Debut
2021-07-21 10:13:11 +02:00
committed by GitHub
parent cabcc75171
commit c3d9ac7607
53 changed files with 1249 additions and 1193 deletions

View File

@@ -13,11 +13,10 @@
# See the License for the specific language governing permissions and
# limitations under the License.
import random
import unittest
from transformers import is_torch_available
from transformers import XLNetConfig, is_torch_available
from transformers.testing_utils import require_torch, slow, torch_device
from .test_configuration_common import ConfigTester
@@ -29,7 +28,6 @@ if is_torch_available():
import torch
from transformers import (
XLNetConfig,
XLNetForMultipleChoice,
XLNetForQuestionAnswering,
XLNetForQuestionAnsweringSimple,
@@ -131,7 +129,25 @@ class XLNetModelTester:
is_impossible_labels = ids_tensor([self.batch_size], 2).float()
token_labels = ids_tensor([self.batch_size, self.seq_length], self.type_vocab_size)
config = XLNetConfig(
config = self.get_config()
return (
config,
input_ids_1,
input_ids_2,
input_ids_q,
perm_mask,
input_mask,
target_mapping,
segment_ids,
lm_labels,
sequence_labels,
is_impossible_labels,
token_labels,
)
def get_config(self):
return XLNetConfig(
vocab_size=self.vocab_size,
d_model=self.hidden_size,
n_head=self.num_attention_heads,
@@ -150,21 +166,6 @@ class XLNetModelTester:
eos_token_id=self.eos_token_id,
)
return (
config,
input_ids_1,
input_ids_2,
input_ids_q,
perm_mask,
input_mask,
target_mapping,
segment_ids,
lm_labels,
sequence_labels,
is_impossible_labels,
token_labels,
)
def set_seed(self):
random.seed(self.seed)
torch.manual_seed(self.seed)