tf.distribute.RunOptions
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Run options for strategy.run
.
tf.distribute.RunOptions(
experimental_enable_dynamic_batch_size=True,
experimental_bucketizing_dynamic_shape=False
)
This can be used to hold some strategy specific configs.
Attributes |
experimental_enable_dynamic_batch_size
|
Boolean. Only applies to
TPUStrategy. Default to True. If True, TPUStrategy will enable dynamic
padder to support dynamic batch size for the inputs. Otherwise only static
shape inputs are allowed.
|
experimental_bucketizing_dynamic_shape
|
Boolean. Only applies to
TPUStrategy. Default to False. If True, TPUStrategy will automatic
bucketize inputs passed into run if the input shape is
dynamic. This is a performance optimization to reduce XLA recompilation,
which should not have impact on correctness.
|
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Last updated 2020-10-01 UTC.
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