tf.distribute.get_loss_reduction
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tf.distribute.ReduceOp corresponding to the last loss reduction.
tf.distribute.get_loss_reduction()
This is used to decide whether loss should be scaled in optimizer (used only
for estimator + v1 optimizer use case).
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Last updated 2020-10-01 UTC.
[null,null,["Last updated 2020-10-01 UTC."],[],[],null,["# tf.distribute.get_loss_reduction\n\n\u003cbr /\u003e\n\n|-----------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v1.15.0/tensorflow/python/distribute/distribute_lib.py#L172-L191) |\n\n[`tf.distribute.ReduceOp`](../../tf/distribute/ReduceOp) corresponding to the last loss reduction.\n\n#### View aliases\n\n\n**Main aliases**\n\n\\`tf.contrib.distribute.get_loss_reduction\\`\n**Compat aliases for migration**\n\nSee\n[Migration guide](https://www.tensorflow.org/guide/migrate) for\nmore details.\n\n[`tf.compat.v1.distribute.get_loss_reduction`](/api_docs/python/tf/compat/v1/distribute/get_loss_reduction)\n\n\u003cbr /\u003e\n\n tf.distribute.get_loss_reduction()\n\nThis is used to decide whether loss should be scaled in optimizer (used only\nfor estimator + v1 optimizer use case).\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| [`tf.distribute.ReduceOp`](../../tf/distribute/ReduceOp) corresponding to the last loss reduction for estimator and v1 optimizer use case. [`tf.distribute.ReduceOp.SUM`](../../tf/distribute/ReduceOp#SUM) otherwise. ||\n\n\u003cbr /\u003e"]]
View source on GitHub