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Commits on Dec 19, 2018

• Keras + Distribution Strategy: Use a slightly lower tolerance for correctness test for default distribution strategy as the weights have more variance whenever the training is run on GPUs.

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• Create dataset kernels as we go i.e. in the __init__ method of the Dataset

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• Internal change.

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• Migrate from creating two models in Keras with Distribution strategy to a single model created with the Distribution Strategy scope.

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  Sourabh Bajaj

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• Automated rollback of commit 8d1099b51f7ff8a5ac0bae8cad5bd91fc0b43815

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• Change implementation of DistributedValues to be a device map and

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• Update ops-related pbtxt files.

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• Disable keras correctness test for default distribution strategy.

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• Automated rollback of commit 8e7850f45a61cc45770834e79dbcddc133a78605

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• Fix build after previous change broke when CUDNN_VERSION < 7201.

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• Internal change.

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• Remove unnecessary use of macros; NFC

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  Sanjoy Das

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• Internal change

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• Replace assert_called_once, which is not available for < python 3.6

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• Internal change.

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• [Grappler]: Don't build swap-in/swap-out pairs in memory optimizer unless the node is on GPU.

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• Allow the user to specify a layout for an infeed operation, to allow it to override the TF logic of calculating an infeed layout.

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• Add capability to load plugins installed via tensorflow-plugins pip directory.

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• [XLA:CPU] Make the Eigen matmul routines flexible around array alignment

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  Sanjoy Das

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• Merge pull request #24271 from daniel-s-ingram:master

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• Internal change.

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• Add k8 to toolchains.

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• Display test execution mode in stack trace.

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• Use functional_saver to write SaverDefs in tf.saved_model.save

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• Add support for multi-node collectives in NcclManager.

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• Update toolchain for arm.

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Commits on Dec 18, 2018

• Add signed int8 hybrid execution for FullyConnected.

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  Suharsh Sivakumar

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• Raise the TypeError at the line of code that causes the issue.

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  Jonathan Hseu

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• Add functionality to normalization layer to work in the cross-replica context

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  Sourabh Bajaj

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• Switch back to default gRPC timeouts.

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• roll-forward (again) after fixing the windows failure:

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• Internal change.

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• Fix strip_include_prefix value.

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• Hybrid conv kernel should use int8 weights instead of casted uint8.

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  Suharsh Sivakumar

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• Add WritableFile::Tell, make tf.GFile.tell call it.

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