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Change-Id: I075791cad44c6d9d4e747f76b0cb50a5d422fe87

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Change-Id: Ia27b6765a547451575240e76ea419f705e29bd32

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Change-Id: Ib7e0adbf4f8f013f21faef07ed4961c078806093

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Change-Id: I0a0f0cc9025db7d1fbc7975b07d7d934c6fa8c2f

After this step, all the tfr ops should be raised to the tf ops

PiperOrigin-RevId: 317756602
Change-Id: I15731f231caf6c47eac1719fc1c2ed3d01cff515

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Change-Id: I14911d5f460131f4b9bdf6031cc7011ddd6a1d53

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Change-Id: I105b220b0760792d9f4fa7c1390c1477cdb1c627

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Change-Id: Ie58da8ffd1605ee7ce31d68bbd103dd0daf71e78

Adds NumPy LICENSE and lists of NumPy API symbols that `tf.experimental.numpy` implements to tensorflow/third_party/py/numpy/

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Change-Id: I0efd21b4bf917b7f14ec30e0b5710954844de448

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Change-Id: I6bcabccaa626039c53269bf7e8837fef972bd537

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Change-Id: I33c44d6355cca3b9a054773afad47b6d00ba6d9f

Add a workaround for slowness of tf.while_loop in the default executor when maximum_iterations is set. Fixes #40517.

PiperOrigin-RevId: 317753132
Change-Id: I7b5767019ceebd3f21975a990e7c2c05dd878ca6

Texture2D implements GPUObject.

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Change-Id: Id1c66b2f6ca7b70475cc82abc422935fc3f1a251

If a packed variable is passed to a DatasetOp through a captured function,
1) function instantiation (graph expansion) would insert a PackOp between per-replica arg nodes and the DatasetOp.
2) function execution would feed unpacked ResourceHandles to corresponding sub-functions.

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Change-Id: I53f7f1d6d075fd40a76a32f329f2dcbbf1db6494

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Change-Id: I4e23ab1a9a943c197db7a7be25e5272114fd43c3

Added support of BHWDC/HWDC layouts.

PiperOrigin-RevId: 317751701
Change-Id: I0cb91a6a2317e13624189081eb321a1562810b15

LHLO uses output-parameter, but TupleSelectOp outputs into a tuple on the device. The current type constraints are wrong, and there is not enough expressiveness in LHLO to define a device-memory representation that can be passed in between kernel launches.

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Change-Id: I6d3350cbf9decf006f239a7208f6bbef0175ac61

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Change-Id: I6822e5991d892d238acb0976966e90f60e130961

tf.BesselI0e and tf.BesselI1e are moved to tf_ops.td as they are now python generated ops, so they do not have summaries and descriptions in the op registry. int8 and int16 support has been added to tf.Acos, tf.Atan, tf.Inv, tf.Reciprocal, tf.Round, and tf.Tan.

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Change-Id: Icb86560d5118c38c69819fd02daa3a3841e113b2

Adds some interoperation testing for ndarray methods.
Improves support for tf.Variable.
Points np.__doc__ to README.md

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Change-Id: Ia19bc25959dd5ddb00f828c5aaa17ac5a35c8131

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Change-Id: I8bf2e493431a69a0cf581012666045df2879055e

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Change-Id: I8471f352e2f842d40d71c2733564ab346d4eb69c

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Change-Id: I9bd2eb57a3a39db01636f0e12ab812d5c21bf251

Merged 2D/3D versions.

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Change-Id: I69961e9ae1412ccff177a44493020ef97ee0921f

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Change-Id: I437965917d7d392b906cecd145f87ced4635a592

Buffer implements GPUObject.

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Change-Id: I715d37a924298e54e9fe68e5c7b719ab592237a1

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Change-Id: I62557f99761043c3e3c83de4f4faee0cb66d94a8

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Change-Id: I8ac4e0c30cb67cfc611d351ba405e2b94e57c04a

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Change-Id: Ib78b44b673b29dd3ff0b81fa00068f64198feb30

functions

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Change-Id: I0c1ba744b0df7a648879da58bd600e81e26184ee

DeviceIndex op: given a list of device names, this operation returns the index of the device this op runs.  In the case of XLA, we are not executing on any device, we return the length of the list.

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Change-Id: I0679aa0adc5508b83502eee0d2044584577ed5b4

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Change-Id: Ice0d235e04932eb44f81bd5029cbdbf6279abe2c

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Change-Id: I2c74c34bb5fed2809a46f4ecdb95616f2f1c832d

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Change-Id: Ie21457323a2cdb0376c16065fc4b809a5cc9a1d3

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Change-Id: Ia9c76462afc4c2fcc42a149960b50b2cbcafd482

- Add PreluTester class and unit test for XNNPACK-delegated Prelu operator
- Relax restrictions on the number of input/output dimensions in delegated
  Prelu operators

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Change-Id: Iddf727f5f916b142412a1be44efa1f367dc31d49

These differ from the CMake library names somewhat arbitrarily, which just creates confusion.

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Change-Id: Ia9d3d1645467b1af72f917b01d1a3f6061bceb34

functions

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Change-Id: I58123c5fb64257975e220df4e57f2a1f74856da7

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Change-Id: Ia8fe2425b21411aa2d26f7728e3c70d550fecb9a

MultiProcessRunner: Add UnexpectedSubprocessExitError to be raised if the exit code from a subprocess in unexpected. This results in subprocess having segfault failing the test, which would not have before this change.

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Change-Id: I008f9bd4dd5b7a68e8e4a7f17b7e5d490a30c09a