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[Generate Tests] Make sure no tokens are force-generated (#18053)

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This commit is contained in:
Patrick von Platen
2022-07-07 15:08:34 +02:00
committed by GitHub
parent 91c4a3ab1a
commit 2544c1434f
6 changed files with 48 additions and 0 deletions
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8
tests/models/bart/test_modeling_bart.py
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@@ -116,6 +116,12 @@ class BartModelTester:
self.pad_token_id = pad_token_id self.pad_token_id = pad_token_id
self.bos_token_id = bos_token_id self.bos_token_id = bos_token_id
# forcing a certain token to be generated, sets all other tokens to -inf
# if however the token to be generated is already at -inf then it can lead token
# `nan` values and thus break generation
self.forced_bos_token_id = None
self.forced_eos_token_id = None
def prepare_config_and_inputs(self): def prepare_config_and_inputs(self):
input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size) input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size)
input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size).clamp( input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size).clamp(
@@ -145,6 +151,8 @@ class BartModelTester:
eos_token_id=self.eos_token_id, eos_token_id=self.eos_token_id,
bos_token_id=self.bos_token_id, bos_token_id=self.bos_token_id,
pad_token_id=self.pad_token_id, pad_token_id=self.pad_token_id,
forced_bos_token_id=self.forced_bos_token_id,
forced_eos_token_id=self.forced_eos_token_id,
) )
def get_pipeline_config(self): def get_pipeline_config(self):

8
tests/models/blenderbot/test_modeling_blenderbot.py
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@@ -107,6 +107,12 @@ class BlenderbotModelTester:
self.pad_token_id = pad_token_id self.pad_token_id = pad_token_id
self.bos_token_id = bos_token_id self.bos_token_id = bos_token_id
# forcing a certain token to be generated, sets all other tokens to -inf
# if however the token to be generated is already at -inf then it can lead token
# `nan` values and thus break generation
self.forced_bos_token_id = None
self.forced_eos_token_id = None
def prepare_config_and_inputs(self): def prepare_config_and_inputs(self):
input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size).clamp( input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size).clamp(
3, 3,
@@ -135,6 +141,8 @@ class BlenderbotModelTester:
eos_token_id=self.eos_token_id, eos_token_id=self.eos_token_id,
bos_token_id=self.bos_token_id, bos_token_id=self.bos_token_id,
pad_token_id=self.pad_token_id, pad_token_id=self.pad_token_id,
forced_bos_token_id=self.forced_bos_token_id,
forced_eos_token_id=self.forced_eos_token_id,
) )
def get_pipeline_config(self): def get_pipeline_config(self):

8
tests/models/blenderbot_small/test_modeling_blenderbot_small.py
View File

@@ -107,6 +107,12 @@ class BlenderbotSmallModelTester:
self.pad_token_id = pad_token_id self.pad_token_id = pad_token_id
self.bos_token_id = bos_token_id self.bos_token_id = bos_token_id
# forcing a certain token to be generated, sets all other tokens to -inf
# if however the token to be generated is already at -inf then it can lead token
# `nan` values and thus break generation
self.forced_bos_token_id = None
self.forced_eos_token_id = None
def prepare_config_and_inputs(self): def prepare_config_and_inputs(self):
input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size).clamp( input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size).clamp(
3, 3,
@@ -135,6 +141,8 @@ class BlenderbotSmallModelTester:
eos_token_id=self.eos_token_id, eos_token_id=self.eos_token_id,
bos_token_id=self.bos_token_id, bos_token_id=self.bos_token_id,
pad_token_id=self.pad_token_id, pad_token_id=self.pad_token_id,
forced_bos_token_id=self.forced_bos_token_id,
forced_eos_token_id=self.forced_eos_token_id,
) )
def prepare_config_and_inputs_for_common(self): def prepare_config_and_inputs_for_common(self):

8
tests/models/marian/test_modeling_marian.py
View File

@@ -123,6 +123,12 @@ class MarianModelTester:
self.bos_token_id = bos_token_id self.bos_token_id = bos_token_id
self.decoder_start_token_id = decoder_start_token_id self.decoder_start_token_id = decoder_start_token_id
# forcing a certain token to be generated, sets all other tokens to -inf
# if however the token to be generated is already at -inf then it can lead token
# `nan` values and thus break generation
self.forced_bos_token_id = None
self.forced_eos_token_id = None
def prepare_config_and_inputs(self): def prepare_config_and_inputs(self):
input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size).clamp( input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size).clamp(
3, 3,
@@ -152,6 +158,8 @@ class MarianModelTester:
bos_token_id=self.bos_token_id, bos_token_id=self.bos_token_id,
pad_token_id=self.pad_token_id, pad_token_id=self.pad_token_id,
decoder_start_token_id=self.decoder_start_token_id, decoder_start_token_id=self.decoder_start_token_id,
forced_bos_token_id=self.forced_bos_token_id,
forced_eos_token_id=self.forced_eos_token_id,
) )
def prepare_config_and_inputs_for_common(self): def prepare_config_and_inputs_for_common(self):

8
tests/models/mbart/test_modeling_mbart.py
View File

@@ -113,6 +113,12 @@ class MBartModelTester:
self.pad_token_id = pad_token_id self.pad_token_id = pad_token_id
self.bos_token_id = bos_token_id self.bos_token_id = bos_token_id
# forcing a certain token to be generated, sets all other tokens to -inf
# if however the token to be generated is already at -inf then it can lead token
# `nan` values and thus break generation
self.forced_bos_token_id = None
self.forced_eos_token_id = None
def prepare_config_and_inputs(self): def prepare_config_and_inputs(self):
input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size) input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size)
input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size).clamp( input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size).clamp(
@@ -142,6 +148,8 @@ class MBartModelTester:
eos_token_id=self.eos_token_id, eos_token_id=self.eos_token_id,
bos_token_id=self.bos_token_id, bos_token_id=self.bos_token_id,
pad_token_id=self.pad_token_id, pad_token_id=self.pad_token_id,
forced_bos_token_id=self.forced_bos_token_id,
forced_eos_token_id=self.forced_eos_token_id,
) )
def prepare_config_and_inputs_for_common(self): def prepare_config_and_inputs_for_common(self):

8
tests/models/pegasus/test_modeling_pegasus.py
View File

@@ -104,6 +104,12 @@ class PegasusModelTester:
self.pad_token_id = pad_token_id self.pad_token_id = pad_token_id
self.bos_token_id = bos_token_id self.bos_token_id = bos_token_id
# forcing a certain token to be generated, sets all other tokens to -inf
# if however the token to be generated is already at -inf then it can lead token
# `nan` values and thus break generation
self.forced_bos_token_id = None
self.forced_eos_token_id = None
def prepare_config_and_inputs(self): def prepare_config_and_inputs(self):
input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size) input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size)
input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size).clamp( input_ids = ids_tensor([self.batch_size, self.seq_length], self.vocab_size).clamp(
@@ -151,6 +157,8 @@ class PegasusModelTester:
eos_token_id=self.eos_token_id, eos_token_id=self.eos_token_id,
bos_token_id=self.bos_token_id, bos_token_id=self.bos_token_id,
pad_token_id=self.pad_token_id, pad_token_id=self.pad_token_id,
forced_bos_token_id=self.forced_bos_token_id,
forced_eos_token_id=self.forced_eos_token_id,
) )
def prepare_config_and_inputs_for_common(self): def prepare_config_and_inputs_for_common(self):