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Fix tests of mixed precision now that experimental is deprecated #17300

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Merged
merged 2 commits into from
May 17, 2022
Merged

Fix tests of mixed precision now that experimental is deprecated #17300

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f14ce5d
Fix tests of mixed precision now that experimental is deprecated
Rocketknight1 May 17, 2022
88209c2
Fix mixed precision in training_args_tf.py too
Rocketknight1 May 17, 2022
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6 changes: 2 additions & 4 deletions src/transformers/training_args_tf.py
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Original file line number Diff line number Diff line change
Expand Up @@ -195,8 +195,7 @@ def _setup_strategy(self) -> Tuple["tf.distribute.Strategy", int]:

# Set to float16 at first
if self.fp16:
policy = tf.keras.mixed_precision.experimental.Policy("mixed_float16")
tf.keras.mixed_precision.experimental.set_policy(policy)
tf.keras.mixed_precision.set_global_policy("mixed_float16")

if self.no_cuda:
strategy = tf.distribute.OneDeviceStrategy(device="/cpu:0")
Expand All @@ -217,8 +216,7 @@ def _setup_strategy(self) -> Tuple["tf.distribute.Strategy", int]:
if tpu:
# Set to bfloat16 in case of TPU
if self.fp16:
policy = tf.keras.mixed_precision.experimental.Policy("mixed_bfloat16")
tf.keras.mixed_precision.experimental.set_policy(policy)
tf.keras.mixed_precision.set_global_policy("mixed_bfloat16")

tf.config.experimental_connect_to_cluster(tpu)
tf.tpu.experimental.initialize_tpu_system(tpu)
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4 changes: 2 additions & 2 deletions tests/utils/test_modeling_tf_core.py
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Expand Up @@ -205,7 +205,7 @@ def test_saved_model_creation_extended(self):

@slow
def test_mixed_precision(self):
tf.keras.mixed_precision.experimental.set_policy("mixed_float16")
tf.keras.mixed_precision.set_global_policy("mixed_float16")

config, inputs_dict = self.model_tester.prepare_config_and_inputs_for_common()

Expand All @@ -216,7 +216,7 @@ def test_mixed_precision(self):

self.assertIsNotNone(outputs)

tf.keras.mixed_precision.experimental.set_policy("float32")
tf.keras.mixed_precision.set_global_policy("float32")

@slow
def test_train_pipeline_custom_model(self):
Expand Down