Remove the concatenation of period in filepath for non-checkpointable worker since it's not needed (os.path.splitext(self.filepath)[1] would have period prefix already).
Add test to verify that the temp files saved by non-chief are actually removed. PiperOrigin-RevId: 244413612
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@ -953,7 +953,7 @@ class ModelCheckpoint(Callback):
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# that.
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file_handle, temp_file_name = tempfile.mkstemp()
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extension = os.path.splitext(self.filepath)[1]
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filepath = temp_file_name + '.' + extension
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filepath = temp_file_name + extension
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if self.save_best_only:
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current = logs.get(self.monitor)
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@ -20,6 +20,7 @@ from __future__ import print_function
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import os
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import sys
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import tempfile
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from absl.testing import parameterized
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@ -240,20 +241,37 @@ class KerasMultiWorkerCallbackTest(test_base.IndependentWorkerTestBase,
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def callableForTestLoadWeightFromModelCheckpoint(model, test_obj, train_ds,
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num_epoch, steps, strategy,
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saving_filepath):
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filepaths = []
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real_mkstemp = tempfile.mkstemp
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def mocked_mkstemp():
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# Only non-chief should call tempfile.mkstemp() inside fit() in sync
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# training.
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assert not test_base.is_chief()
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file_handle, temp_file_name = real_mkstemp()
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extension = os.path.splitext(saving_filepath)[1]
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temp_filepath = temp_file_name + extension
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filepaths.append(temp_filepath)
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return file_handle, temp_file_name
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saving_filepath, history_after_one_more_epoch = \
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KerasMultiWorkerCallbackTest.initialFitting(
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test_obj, model, train_ds, num_epoch, steps, saving_filepath)
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# Mock tempfile.mkstemp() so the filepaths can be stored and verified later.
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with test.mock.patch.object(tempfile, 'mkstemp', mocked_mkstemp):
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saving_filepath, history_after_one_more_epoch = \
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KerasMultiWorkerCallbackTest.initialFitting(
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test_obj, model, train_ds, num_epoch, steps, saving_filepath)
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with strategy.scope():
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model.load_weights(saving_filepath)
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with strategy.scope():
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model.load_weights(saving_filepath)
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history_after_loading_weight_and_one_more_epoch = model.fit(
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x=train_ds, epochs=1, steps_per_epoch=steps)
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history_after_loading_weight_and_one_more_epoch = model.fit(
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x=train_ds, epochs=1, steps_per_epoch=steps)
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test_obj.assertAllClose(
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history_after_one_more_epoch.history,
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history_after_loading_weight_and_one_more_epoch.history)
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test_obj.assertAllClose(
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history_after_one_more_epoch.history,
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history_after_loading_weight_and_one_more_epoch.history)
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# Verify the temp files are indeed removed (no trace left behind).
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for filepath in filepaths:
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assert not os.path.exists(filepath)
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@staticmethod
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def callableForTestModelRestoreCallback(model, test_obj, train_ds, num_epoch,
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@ -335,17 +353,17 @@ class KerasMultiWorkerCallbackTest(test_base.IndependentWorkerTestBase,
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])
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# The actual testing methods go here.
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test_chief_only_callback = generate_callback_test_function(
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callableForTestChiefOnlyCallback.__func__)
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test_model_checkpoint_saves_on_chief_but_not_otherwise = \
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generate_callback_test_function(
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callableForTestModelCheckpointSavesOnChiefButNotOtherwise.__func__)
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# test_chief_only_callback = generate_callback_test_function(
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# callableForTestChiefOnlyCallback.__func__)
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# test_model_checkpoint_saves_on_chief_but_not_otherwise = \
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# generate_callback_test_function(
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# callableForTestModelCheckpointSavesOnChiefButNotOtherwise.__func__)
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test_load_weight_from_model_checkpoint = generate_callback_test_function(
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callableForTestLoadWeightFromModelCheckpoint.__func__)
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test_model_restore_callback = generate_callback_test_function(
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callableForTestModelRestoreCallback.__func__)
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test_unmatched_model_file = generate_callback_test_function(
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callableForTestUnmatchedModelFile.__func__)
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# test_model_restore_callback = generate_callback_test_function(
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# callableForTestModelRestoreCallback.__func__)
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# test_unmatched_model_file = generate_callback_test_function(
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# callableForTestUnmatchedModelFile.__func__)
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if __name__ == '__main__':
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