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Commits on Sep 26, 2018

• Allow subslicing Tensors with a single dimension.

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• [XLA] In HloEvaluator, fix an issue where the return type and native type are assumed to be the same for HandleImag and HandleReal, when in fact they should be float and complex64 (or float for Han…

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• Switching Distribution strategies to use MultiDeviceIterator. Currently only supported in Graph mode using initializable iterators. In a subsequent change, we'll add in support for Eager mode as well.

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  rohan100jain

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• Remove integer dtypes from Soft{plus,sign} OpDefs.

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  Todd Wang

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• Set step_id in Executor Args to the step_id generated in MasterSession.

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  dubey

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• Update BUILD files so that Estimator code depends on TF thru tf_no_contrib.

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  Michael Case

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• Support dynamic LR for Keras optimizer by setting the global Keras session.

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• Reland "Add Interpreter.Options Java API for interpreter configuration"

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  jdduke

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• Fix dynamic kernels dependencies for python build and test rules.

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  gunan

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• [XLA:GPU] Pad convolution features of size 3 up to 4.

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  Justin Lebar

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• Add a caveat about using early stopping library in distributed mode.

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Commits on Sep 25, 2018

• Remove unneeded locks in session logging.

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  rjpower

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• Add a new pass after convolution rewriter and pad insertion, to pattern

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• Update tb-nightly dep to >= 1.12.0a0, < 1.13.0a0

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  nfelt

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• Automated rollback of commit 20c7153

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  annarev

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• Optimize function before functionalization.

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  er91

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• Move the correlation matrix volumes computation for testing the LKJ distribution from tf/contrib to tfp.

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  axch

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• Internal change.

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  Nupur Garg

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• Bug fix for OpOutputPortIdToArgId, include type_list_attr.

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• Merge pull request tensorflow#22491 from NervanaSystems:ngraph-version-update

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• Go: Update generated wrapper functions for TensorFlow ops.

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• Fix documentation

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• [tf.data] Adding a private method for (recursively) tracking dataset inputs.

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  jsimsa

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• Add outputs and target cross replica concat, so each core sees the same output and targets and produces the same loss and metrics.

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  Jianwei Xie

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• Update ops-related pbtxt files.

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• Optimize Resnet-50 infeed pipeline by adding sharding and cache.

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• [XLA] Avoid recursion in global decreasing size best-fit heap.

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• Fix memory leaks of Var objects in the XlaCompileOnDemandOp and SnapshotResourceVariables function.

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• - Upgrade flatbuffer schema and flatbuffer versions.

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  shashishekhar

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• - Add a doc for performance tips.

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  shashishekhar

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• Add "encoding" attribute to string length op, which controls how "string length" is defined:

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• [TF TensorArray] TensorSetZero supports bool types.

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  ebrevdo

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• Temporarily disable float16 tests in depthwise_conv_op_test. They seem to be failing when running with P100.

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  annarev

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• Fix keras_support.tpu_model example usages.

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• [TF:XLA] Bump open source llvm revision to r342977

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  Sanjoy Das

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