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Commits on Aug 9, 2022

• Allow steps_per_loop in Controller to be passed as a callable.

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Commits on Jun 29, 2022

• Specify the axis explicitly when using tf.squeueze to avoid unknown result shape when the input contains dynamic shape dimensions.

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Commits on Nov 13, 2021

• Add more documentation to recommend users to set drop_remainder=False when exhausting the eval dataset in Orbit.

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Commits on Sep 7, 2021

• Fix a bug that loop_fns.create_tf_while_loop_fn doesn't handle nested structure states.

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Commits on Jul 26, 2021

• Don't early return if the global step is not updated by num_steps as expected. This still allows summary and metric reporting.

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Commits on Mar 25, 2021

• Clarify which part of the StandardEvaluator functions is in eager or graph mode.

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Commits on Jan 20, 2021

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Commits on Jan 14, 2021

• Clear out the outer name scope so the ops created inside tf.while_loop

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Commits on Dec 24, 2020

• Add host training support for StandardEvaluator.

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Commits on Nov 19, 2020

• Remove internal link in Orbit README.

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Commits on Nov 9, 2020

• Remove explicit control dependency for weight decay.

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Commits on Oct 17, 2020

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Commits on Sep 23, 2020

• Force trigger python garbage collection in continuous finetuning.

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Commits on Sep 2, 2020

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Commits on Aug 27, 2020

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Commits on Aug 11, 2020

• Remove the logic of saving checkpoint at step 0 in Orbit.

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• Remove the logic of saving checkpoint at step 0 in Orbit.

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Commits on Aug 4, 2020

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Commits on Jul 28, 2020

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Commits on Jul 24, 2020

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Commits on Jul 14, 2020

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Commits on May 19, 2020

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Commits on Apr 22, 2020

• Remove fixed batch_size passed into the Resnet Keras model.

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Commits on Apr 8, 2020

• Remove workaround to make eval iterator as a class member.

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Commits on Mar 18, 2020

• Some improvements and bug fixes to Controller:

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Commits on Mar 11, 2020

• Set use_tf_while_loop=True for Resnet eager benchmarks.

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Commits on Mar 10, 2020

• Make the python training loop handle properly with async eager.

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Commits on Mar 3, 2020

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Commits on Feb 14, 2020

• First pass of a custom training loop library and applies it in model garden Resnet.

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