Don't warn of repeated data with one worker (#7175)
* Don't warn of repeated data with one worker If there is only one worker there is no risk of duplicated data. * Update training.py
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@@ -1770,11 +1770,12 @@ class Model(Container):
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for cbk in callbacks:
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cbk.validation_data = val_data
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is_sequence = isinstance(generator, Sequence)
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if not is_sequence and use_multiprocessing:
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if not is_sequence and use_multiprocessing and workers > 1:
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warnings.warn(
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UserWarning('Using a generator with `use_multiprocessing=True`'
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' may duplicate your data.Please consider using '
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'the `keras.utils.Sequence` class.'))
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' and multiple workers may duplicate your data.'
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' Please consider using the`keras.utils.Sequence'
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' class.'))
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enqueuer = None
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try:
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@@ -1920,11 +1921,12 @@ class Model(Container):
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all_outs = []
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batch_sizes = []
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is_sequence = isinstance(generator, Sequence)
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if not is_sequence and use_multiprocessing:
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if not is_sequence and use_multiprocessing and workers > 1:
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warnings.warn(
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UserWarning('Using a generator with `use_multiprocessing=True`'
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' may duplicate your data.Please consider using '
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'the `keras.utils.Sequence` class.'))
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' and multiple workers may duplicate your data.'
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' Please consider using the`keras.utils.Sequence'
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' class.'))
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enqueuer = None
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try:
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@@ -2028,11 +2030,12 @@ class Model(Container):
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wait_time = 0.01
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all_outs = []
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is_sequence = isinstance(generator, Sequence)
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if not is_sequence and use_multiprocessing:
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if not is_sequence and use_multiprocessing and workers > 1:
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warnings.warn(
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UserWarning('Using a generator with `use_multiprocessing=True`'
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' may duplicate your data.Please consider using '
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'the `keras.utils.Sequence` class.'))
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' and multiple workers may duplicate your data.'
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' Please consider using the`keras.utils.Sequence'
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' class.'))
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enqueuer = None
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try:
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