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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
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GPG Key ID: 4AEE18F83AFDEB23
2 changed files with 15 additions and 725 deletions
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373
tests/xlnet/test_modeling_tf_xlnet.py
View File

@ -461,174 +461,17 @@ class TFXLNetModelLanguageGenerationTest(unittest.TestCase):
@slow
def test_lm_generate_xlnet_base_cased(self):
model = TFXLNetLMHeadModel.from_pretrained("xlnet-base-cased")
# fmt: off
input_ids = tf.convert_to_tensor(
[
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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,
]
],
dtype=tf.int32,
)
# fmt: on
# 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, narrates the
@ -640,208 +483,11 @@ class TFXLNetModelLanguageGenerationTest(unittest.TestCase):
# the Virgin Mary, prompting him to become a priest. Rasputin quickly becomes famous,
# with people, even a bishop, begging for his blessing. """
# fmt: off
expected_output_ids = [
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,
50,
551,
22,
2771,
4901,
19,
21,
45,
668,
21,
18,
416,
41,
1499,
22,
755,
18,
14285,
9,
12943,
4354,
153,
27,
1499,
22,
642,
22,
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,
]
# fmt: on
# 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,
# 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.
# 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.
# <sep><cls>, Rasputin is asked to perform magic.
# He is not able to perform magic, and his father and
# the men are forced to leave the monastery. Rasputin is forced to return to
# <sep><cls>, Rasputin is asked to perform magic. He is asked to perform a ritual of the Virgin Mary.
# He is asked to perform a ritual of the Virgin Mary. He is asked to perform
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):
model = XLNetLMHeadModel.from_pretrained("xlnet-base-cased")
model.to(torch_device)
# fmt: off
input_ids = torch.tensor(
[
[
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,
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8719,
26,
23,
673,
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19,
29077,
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20822,
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17,
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777,
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27,
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37,
45,
668,
21,
24,
256,
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416,
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2771,
4901,
9,
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51,
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65,
20,
18,
416,
34,
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22947,
9,
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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,
]
],
dtype=torch.long,
device=torch_device,
)
# fmt: on
# 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, narrates the
@ -853,208 +695,11 @@ class XLNetModelLanguageGenerationTest(unittest.TestCase):
# the Virgin Mary, prompting him to become a priest. Rasputin quickly becomes famous,
# with people, even a bishop, begging for his blessing. """
# fmt: off
expected_output_ids = [
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,
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19,
12943,
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34,
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326,
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684,
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9,
8585,
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266,
19,
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4354,
153,
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24,
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20,
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22,
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24,
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4354,
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2768,
2286,
19,
33,
104,
19,
176,
24,
9313,
19,
20086,
28,
45,
10292,
9,
4,
3,
19,
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2771,
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,
]
# fmt: on
# 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,
# narrates the remainder of the story. 1883 Western Siberia, a young Grigori Rasputin