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Commits on Jul 18, 2018

• [TF:XLA] Fix bug where the wrong value could be returned if always_return_tuple=false and there is exactly one output value that was not the last thing built in the XlaBuilder.

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• [TF:XLA] Move implementations of primitive math functions out of TF/XLA and into xla/client/lib/math.{cc,h}.

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Commits on Jul 17, 2018

• [TF:XLA] Add a 2000x2000 test case to Cholesky and QR decomposition tests.

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Commits on Jul 16, 2018

• [XLA] Simplify A*0 and 0*A to 0 for integral types.

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Commits on Jul 14, 2018

• [XLA] Move implementation of ThreeFry stateless PRNG into xla/client/lib

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Commits on Jul 11, 2018

• [TF:XLA] Add implementation of block Householder QR decomposition.

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Commits on Jul 3, 2018

• [TF:XLA] Don't turn an O(n^2) algorithm into an O(n^3) algorithm in TriangularSolveRightLooking.

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Commits on Jul 2, 2018

• [XLA] Rename {SqrtF32, SquareF32, ReciprocalF32} to {Sqrt, Square, Reciprocal} and move them to a new client library xla/client/lib/math.h. Remove the F32 type constraint.

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• [XLA] Add a new client helper library for building constants.

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Commits on Jun 29, 2018

• [TF:XLA] Remove StatusOr<> return values from linear algebra functions and their dependencies. Use the monadic structure of XlaOp instead. Remove XlaBuilder* arguments to many utility functions.

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• [XLA] Add new helper xla::Iota().

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• [XLA] Make XlaBuilder op construction methods private. Change remaining users to use the free functions (or the operator overloads) in namespace xla:: instead.

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• [XLA] Change code in tensorflow/compiler/xla that uses XlaBuilder:: methods to build ops to use the corresponding free functions in namespace xla:: instead.

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• [XLA] Change code in TF/XLA bridge that uses XlaBuilder:: methods to build ops to use the corresponding free functions in namespace xla:: instead.

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• [XLA] Add test case for TOKEN constants. Make the test case pass.

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• [TF:XLA] Implement QuantizeAndDequantizeV3.

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• [XLA] Change code in tensorflow/compiler/xla that uses XlaBuilder:: methods to build ops to use the corresponding free functions in namespace xla:: instead.

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• [TF:XLA] Refactor TF/XLA code to use free functions in xla:: namespace to build XlaOps, rather than calling XlaBuilder methods.

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• [XLA] Fix incorrect definition of xla::Complex.

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• [TF:XLA] Implement SparseToDense.

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• [TF:XLA] Add partial implementation of tf.FIFOQueue for XLA devices (e.g., TPU).

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Commits on Jun 28, 2018

• [XLA] Change code in tensorflow/compiler/xla that uses XlaBuilder:: methods to build ops to use the corresponding free functions in namespace xla:: instead.

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• [XLA] Change code in TF/XLA bridge that uses XlaBuilder:: methods to build ops to use the corresponding free functions in namespace xla:: instead.

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• [XLA] Add test case for TOKEN constants. Make the test case pass.

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• [TF:XLA] Implement QuantizeAndDequantizeV3.

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Commits on Jun 27, 2018

• [XLA] Change code in tensorflow/compiler/xla that uses XlaBuilder:: methods to build ops to use the corresponding free functions in namespace xla:: instead.

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• [TF:XLA] Refactor TF/XLA code to use free functions in xla:: namespace to build XlaOps, rather than calling XlaBuilder methods.

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• [XLA] Fix incorrect definition of xla::Complex.

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Commits on Jun 26, 2018

• [TF:XLA] Implement SparseToDense.

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• [XLA] Add free functions in the xla:: namespace that mirror XlaBuilder methods. These free functions can be used unqualified if desired (even outside xla:: because of argument-dependent lookup), re…

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• [TF:XLA] Don't register kernels with infeasible type constraints.

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• [XLA] Add operator overloads for arithmetic and bitwise operations on XlaOp.

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Commits on Jun 25, 2018

• [XLA] Make NoteError and NoteErrorOrReturn public, rename them to ReportError and ReportErrorOrReturn. Change NoteError to return an XlaOp.

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• [TF:XLA] Implement UnsortedSegment{Prod,Min,Max} operators.

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• [XLA] Make XlaOp trivially copy constructible and trivially destructible.

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