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[TFXLNet] Correct tf xlnet generate (#15822)

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* [TFXLNet] Correct tf xlnet

* adapt test comment
This commit is contained in:
Patrick von Platen
2022-02-24 19:23:34 +01:00
committed by GitHub
parent 2f0f9038e2
commit cbf4391177
2 changed files with 15 additions and 725 deletions
Download Patch File Download Diff File Expand all files Collapse all files

373
tests/xlnet/test_modeling_tf_xlnet.py
View File

@@ -461,174 +461,17 @@ class TFXLNetModelLanguageGenerationTest(unittest.TestCase):
@slow @slow
def test_lm_generate_xlnet_base_cased(self): def test_lm_generate_xlnet_base_cased(self):
model = TFXLNetLMHeadModel.from_pretrained("xlnet-base-cased") model = TFXLNetLMHeadModel.from_pretrained("xlnet-base-cased")
# fmt: off
input_ids = tf.convert_to_tensor( input_ids = tf.convert_to_tensor(
[ [
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], ],
dtype=tf.int32, dtype=tf.int32,
) )
# fmt: on
# In 1991, the remains of Russian Tsar Nicholas II and his family # In 1991, the remains of Russian Tsar Nicholas II and his family
# (except for Alexei and Maria) are discovered. # (except for Alexei and Maria) are discovered.
# The voice of Nicholas's young son, Tsarevich Alexei Nikolaevich, narrates the # The voice of Nicholas's young son, Tsarevich Alexei Nikolaevich, narrates the
@@ -640,208 +483,11 @@ class TFXLNetModelLanguageGenerationTest(unittest.TestCase):
# the Virgin Mary, prompting him to become a priest. Rasputin quickly becomes famous, # the Virgin Mary, prompting him to become a priest. Rasputin quickly becomes famous,
# with people, even a bishop, begging for his blessing. """ # with people, even a bishop, begging for his blessing. """
# fmt: off
expected_output_ids = [ expected_output_ids = [
67, 67, 2840, 19, 18, 1484, 20, 965, 29077, 8719, 1273, 21, 45, 273, 17, 10, 15048, 28, 27511, 21, 4185, 11, 41, 2444, 9, 32, 1025, 20, 8719, 26, 23, 673, 966, 19, 29077, 20643, 27511, 20822, 20643, 19, 17, 6616, 17511, 18, 8978, 20, 18, 777, 9, 19233, 1527, 17669, 19, 24, 673, 17, 28756, 150, 12943, 4354, 153, 27, 442, 37, 45, 668, 21, 24, 256, 20, 416, 22, 2771, 4901, 9, 12943, 4354, 153, 51, 24, 3004, 21, 28142, 23, 65, 20, 18, 416, 34, 24, 2958, 22947, 9, 1177, 45, 668, 3097, 13768, 23, 103, 28, 441, 148, 48, 20522, 19, 12943, 4354, 153, 12860, 34, 18, 326, 27, 17492, 684, 21, 6709, 9, 8585, 123, 266, 19, 12943, 4354, 153, 6872, 24, 3004, 20, 18, 9225, 2198, 19, 12717, 103, 22, 401, 24, 6348, 9, 12943, 4354, 153, 1068, 2768, 2286, 19, 33, 104, 19, 176, 24, 9313, 19, 20086, 28, 45, 10292, 9, 4, 3, 19, 12943, 4354, 153, 27, 442, 22, 2771, 4901, 9, 69, 27, 442, 22, 2771, 24, 11335, 20, 18, 9225, 2198, 9, 69, 27, 442, 22, 2771, 24, 11335, 20, 18, 9225, 2198, 9, 69, 27, 442, 22, 2771,
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# fmt: on
# In 1991, the remains of Russian Tsar Nicholas II and his family (except for Alexei and Maria) # In 1991, the remains of Russian Tsar Nicholas II and his family (except for Alexei and Maria)
# are discovered. The voice of Nicholas's young son, Tsarevich Alexei Nikolaevich, # are discovered. The voice of Nicholas's young son, Tsarevich Alexei Nikolaevich,
# narrates the remainder of the story. 1883 Western Siberia, a young Grigori Rasputin # narrates the remainder of the story. 1883 Western Siberia, a young Grigori Rasputin
@@ -850,9 +496,8 @@ class TFXLNetModelLanguageGenerationTest(unittest.TestCase):
# him for making such an accusation, Rasputin watches as the man is chased outside and beaten. # him for making such an accusation, Rasputin watches as the man is chased outside and beaten.
# Twenty years later, Rasputin sees a vision of the Virgin Mary, prompting him to become a priest. # Twenty years later, Rasputin sees a vision of the Virgin Mary, prompting him to become a priest.
# Rasputin quickly becomes famous, with people, even a bishop, begging for his blessing. # Rasputin quickly becomes famous, with people, even a bishop, begging for his blessing.
# <sep><cls>, Rasputin is asked to perform magic. # <sep><cls>, Rasputin is asked to perform magic. He is asked to perform a ritual of the Virgin Mary.
# He is not able to perform magic, and his father and # He is asked to perform a ritual of the Virgin Mary. He is asked to perform
# the men are forced to leave the monastery. Rasputin is forced to return to
output_ids = model.generate(input_ids, max_length=200, do_sample=False) output_ids = model.generate(input_ids, max_length=200, do_sample=False)

367
tests/xlnet/test_modeling_xlnet.py
View File

@@ -673,175 +673,17 @@ class XLNetModelLanguageGenerationTest(unittest.TestCase):
def test_lm_generate_xlnet_base_cased(self): def test_lm_generate_xlnet_base_cased(self):
model = XLNetLMHeadModel.from_pretrained("xlnet-base-cased") model = XLNetLMHeadModel.from_pretrained("xlnet-base-cased")
model.to(torch_device) model.to(torch_device)
# fmt: off
input_ids = torch.tensor( input_ids = torch.tensor(
[ [
[ [
67, 67, 2840, 19, 18, 1484, 20, 965, 29077, 8719, 1273, 21, 45, 273, 17, 10, 15048, 28, 27511, 21, 4185, 11, 41, 2444, 9, 32, 1025, 20, 8719, 26, 23, 673, 966, 19, 29077, 20643, 27511, 20822, 20643, 19, 17, 6616, 17511, 18, 8978, 20, 18, 777, 9, 19233, 1527, 17669, 19, 24, 673, 17, 28756, 150, 12943, 4354, 153, 27, 442, 37, 45, 668, 21, 24, 256, 20, 416, 22, 2771, 4901, 9, 12943, 4354, 153, 51, 24, 3004, 21, 28142, 23, 65, 20, 18, 416, 34, 24, 2958, 22947, 9, 1177, 45, 668, 3097, 13768, 23, 103, 28, 441, 148, 48, 20522, 19, 12943, 4354, 153, 12860, 34, 18, 326, 27, 17492, 684, 21, 6709, 9, 8585, 123, 266, 19, 12943, 4354, 153, 6872, 24, 3004, 20, 18, 9225, 2198, 19, 12717, 103, 22, 401, 24, 6348, 9, 12943, 4354, 153, 1068, 2768, 2286, 19, 33, 104, 19, 176, 24, 9313, 19, 20086, 28, 45, 10292, 9, 4, 3,
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dtype=torch.long, dtype=torch.long,
device=torch_device, device=torch_device,
) )
# fmt: on
# In 1991, the remains of Russian Tsar Nicholas II and his family # In 1991, the remains of Russian Tsar Nicholas II and his family
# (except for Alexei and Maria) are discovered. # (except for Alexei and Maria) are discovered.
# The voice of Nicholas's young son, Tsarevich Alexei Nikolaevich, narrates the # The voice of Nicholas's young son, Tsarevich Alexei Nikolaevich, narrates the
@@ -853,208 +695,11 @@ class XLNetModelLanguageGenerationTest(unittest.TestCase):
# the Virgin Mary, prompting him to become a priest. Rasputin quickly becomes famous, # the Virgin Mary, prompting him to become a priest. Rasputin quickly becomes famous,
# with people, even a bishop, begging for his blessing. """ # with people, even a bishop, begging for his blessing. """
# fmt: off
expected_output_ids = [ expected_output_ids = [
67, 67, 2840, 19, 18, 1484, 20, 965, 29077, 8719, 1273, 21, 45, 273, 17, 10, 15048, 28, 27511, 21, 4185, 11, 41, 2444, 9, 32, 1025, 20, 8719, 26, 23, 673, 966, 19, 29077, 20643, 27511, 20822, 20643, 19, 17, 6616, 17511, 18, 8978, 20, 18, 777, 9, 19233, 1527, 17669, 19, 24, 673, 17, 28756, 150, 12943, 4354, 153, 27, 442, 37, 45, 668, 21, 24, 256, 20, 416, 22, 2771, 4901, 9, 12943, 4354, 153, 51, 24, 3004, 21, 28142, 23, 65, 20, 18, 416, 34, 24, 2958, 22947, 9, 1177, 45, 668, 3097, 13768, 23, 103, 28, 441, 148, 48, 20522, 19, 12943, 4354, 153, 12860, 34, 18, 326, 27, 17492, 684, 21, 6709, 9, 8585, 123, 266, 19, 12943, 4354, 153, 6872, 24, 3004, 20, 18, 9225, 2198, 19, 12717, 103, 22, 401, 24, 6348, 9, 12943, 4354, 153, 1068, 2768, 2286, 19, 33, 104, 19, 176, 24, 9313, 19, 20086, 28, 45, 10292, 9, 4, 3, 19, 12943, 4354, 153, 27, 442, 22, 2771, 4901, 9, 69, 27, 442, 22, 2771, 24, 11335, 20, 18, 9225, 2198, 9, 69, 27, 442, 22, 2771, 24, 11335, 20, 18, 9225, 2198, 9, 69, 27, 442, 22, 2771,
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# fmt: on
# In 1991, the remains of Russian Tsar Nicholas II and his family (except for Alexei and Maria) # In 1991, the remains of Russian Tsar Nicholas II and his family (except for Alexei and Maria)
# are discovered. The voice of Nicholas's young son, Tsarevich Alexei Nikolaevich, # are discovered. The voice of Nicholas's young son, Tsarevich Alexei Nikolaevich,
# narrates the remainder of the story. 1883 Western Siberia, a young Grigori Rasputin # narrates the remainder of the story. 1883 Western Siberia, a young Grigori Rasputin