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671 Commits

Author SHA1 Message Date
A. Unique TensorFlower 0b430269b8 Integrate LLVM at llvm/llvm-project@009cd4e491 
Updates LLVM usage to match
[009cd4e49103](https://github.com/llvm/llvm-project/commit/009cd4e49103)

PiperOrigin-RevId: 331153647
 2020-09-11 08:36:26 -07:00
A. Unique TensorFlower a7a7184eb6 [XLA][MLIR] Lower `tf.Tan` and `tf.Sin` to MLHLO 
Add `tan` op and lowering to CHLO dialect, move CHLO lowerings to
`chlo_legalize_to_hlo_patterns` and extend missing patterns.

PiperOrigin-RevId: 331128170
 2020-09-11 05:05:58 -07:00
A. Unique TensorFlower 90927f6b53 [XLA][MLIR] Lower `tf.Tan` and `tf.Sin` to MLHLO 
Add `tan` op and lowering to CHLO dialect, move CHLO lowerings to
`chlo_legalize_to_hlo_patterns` and extend missing patterns.

PiperOrigin-RevId: 331125286
 2020-09-11 04:39:28 -07:00
A. Unique TensorFlower 49aaaed762 Integrate LLVM at llvm/llvm-project@be7cef789e 
Updates LLVM usage to match
[be7cef789e75](https://github.com/llvm/llvm-project/commit/be7cef789e75)

PiperOrigin-RevId: 331065004
 2020-09-10 19:11:17 -07:00
Robert Suderman d0c8d17373 Update mhlo.concatenate inferred return type for dynamics 
MHLO concatenate should support dynamic inputs. Its possible that the output
shape can be inferred from a dimension in one input that is not dynamic in
another.

PiperOrigin-RevId: 331054181
 2020-09-10 17:46:11 -07:00
Robert Suderman 6eefb07767 Fix zero attr mistake 
PiperOrigin-RevId: 331050555
 2020-09-10 17:21:39 -07:00
A. Unique TensorFlower b22f2f0eea Integrate LLVM at llvm/llvm-project@52f0837778 
Updates LLVM usage to match
[52f0837778b6](https://github.com/llvm/llvm-project/commit/52f0837778b6)

PiperOrigin-RevId: 330939173
 2020-09-10 08:14:23 -07:00
Ehsan Toosi d599485e06 PR #43069: [hlo] Unbreak hlo-legalize-to-lhlo test 
Imported from GitHub PR https://github.com/tensorflow/tensorflow/pull/43069

The legalization of mlhlo.ReturnOp to lhlo.TerminatorOp by using BufferAssignmentReturnOpConverter fails since the Memref typed results (or the Memref typed operands of Return operation) are set to stay as results after legalization but lhlo.TerminatorOp doesn't accept any operands. Therefore, BufferAssignmentReturnOpConverter must be replaced with a manual conversion that removes all operands of mlhlo.ReturnOp and inserts copy operations in their places.
Copybara import of the project:

--
8be0435b0147263c3872bedec58fd215f784b450 by Ehsan Toosi <ehsan.nadjaran_toosi@dfki.de>:

[hlo] Unbreak hlo-legalize-to-lhlo test

COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/tensorflow/pull/43069 from dfki-ehna:fix_hlo_legalize_to_lhlo_test 8be0435b0147263c3872bedec58fd215f784b450
PiperOrigin-RevId: 330907602
 2020-09-10 04:09:03 -07:00
A. Unique TensorFlower f46ba09653 Integrate LLVM at llvm/llvm-project@4964d75d70 
Updates LLVM usage to match
[4964d75d7078](https://github.com/llvm/llvm-project/commit/4964d75d7078)

PiperOrigin-RevId: 330713009
 2020-09-09 06:50:26 -07:00
Robert Suderman 81d51d810b Bitwise and/or/xor folders 
Includes both and/or/xor on same inputs, constant all ones/zeros single arg
folder, and constant input folders.

PiperOrigin-RevId: 330610858
 2020-09-08 16:27:13 -07:00
Mehdi Amini 9d4273b5a7 Delete mhlo static dialect registration 
This is obsolete now.

PiperOrigin-RevId: 330605210
 2020-09-08 15:57:36 -07:00
A. Unique TensorFlower 062a3ac4a0 Integrate LLVM at llvm/llvm-project@8d9c13f37d 
Updates LLVM usage to match
[8d9c13f37d20](https://github.com/llvm/llvm-project/commit/8d9c13f37d20)

PiperOrigin-RevId: 330496008
 2020-09-08 06:20:11 -07:00
Alexander Belyaev ebc7992d31 [MLIR][KERNEL_GEN] Add a library to lower kernels with the host side. 
* Unified TF->Cubin and TF->Kernel_with_host side lowering in `kernel_creator.h|cc`
* Added a pass that attaches GPU binary blob to GPUModuleOp
* Refactored most of the code.
* Added tf_to_kernel binary that emits obj file

PiperOrigin-RevId: 330494488
 2020-09-08 06:06:29 -07:00
A. Unique TensorFlower 64d9a465ee Integrate LLVM at llvm/llvm-project@a70f2eb3e3 
Updates LLVM usage to match
[a70f2eb3e39a](https://github.com/llvm/llvm-project/commit/a70f2eb3e39a)

PiperOrigin-RevId: 330468316
 2020-09-08 02:03:22 -07:00
A. Unique TensorFlower e391762513 Integrate LLVM at llvm/llvm-project@7cfc8f0c7c 
Updates LLVM usage to match
[7cfc8f0c7c24](https://github.com/llvm/llvm-project/commit/7cfc8f0c7c24)

PiperOrigin-RevId: 330443088
 2020-09-07 21:14:16 -07:00
A. Unique TensorFlower 8e2b874fe8 Integrate LLVM at llvm/llvm-project@7d53fecb67 
Updates LLVM usage to match
[7d53fecb6792](https://github.com/llvm/llvm-project/commit/7d53fecb6792)

PiperOrigin-RevId: 330418199
 2020-09-07 15:14:42 -07:00
A. Unique TensorFlower 73b4861f2c Canonicalize mhlo.gather to mhlo.slice if it has a single set of constant indices 
PiperOrigin-RevId: 330380755
 2020-09-07 07:28:46 -07:00
Eugene Burmako dde1ed56cc Add support for legalizing mhlo.slice to lmhlo.slice 
PiperOrigin-RevId: 330153599
 2020-09-04 21:43:01 -07:00
Eugene Burmako 2a9d7ac084 Add support for legalizing lmhlo.transpose to linalg.generic 
PiperOrigin-RevId: 330130704
 2020-09-04 15:37:42 -07:00
Eugene Burmako f5d12604ed Add support for legalizing mhlo.transpose to lmhlo.transpose 
PiperOrigin-RevId: 330127758
 2020-09-04 14:59:08 -07:00
Mehdi Amini b6b30698ad Integrate LLVM at llvm/llvm-project@2dd9a4d855 
Updates LLVM usage to match
[2dd9a4d855f6](https://github.com/llvm/llvm-project/commit/2dd9a4d855f6)

PiperOrigin-RevId: 330048272
 2020-09-03 21:28:38 -07:00
Prakalp Srivastava b7248424ae Fix return type of replica-id to unsigned int 32 tensor. 
PiperOrigin-RevId: 330012181
 2020-09-03 16:08:38 -07:00
A. Unique TensorFlower 12b221f459 Integrate LLVM at llvm/llvm-project@dc8d7d23d8 
Updates LLVM usage to match
[dc8d7d23d8d2](https://github.com/llvm/llvm-project/commit/dc8d7d23d8d2)

PiperOrigin-RevId: 329992306
 2020-09-03 14:21:30 -07:00
Mehdi Amini 56689ce908 Temporarily mark hlo-legalize-to-lhlo.mlir as failing, pending fixes 
Upstream changed the buffer assignment API and this needs adjustment on our side.

PiperOrigin-RevId: 329959756
 2020-09-03 11:36:20 -07:00
A. Unique TensorFlower 801262688c Integrate LLVM at llvm/llvm-project@1426ac0482 
Updates LLVM usage to match
[1426ac048295](https://github.com/llvm/llvm-project/commit/1426ac048295)

PiperOrigin-RevId: 329839640
 2020-09-02 20:03:41 -07:00
A. Unique TensorFlower aedcea6acf Integrate LLVM at llvm/llvm-project@3445ec9ba7 
Updates LLVM usage to match
[3445ec9ba718](https://github.com/llvm/llvm-project/commit/3445ec9ba718)

PiperOrigin-RevId: 329691486
 2020-09-02 05:08:34 -07:00
A. Unique TensorFlower 65b0613491 Integrate LLVM at llvm/llvm-project@202766947e 
Updates LLVM usage to match
[202766947edb](https://github.com/llvm/llvm-project/commit/202766947edb)

PiperOrigin-RevId: 329673065
 2020-09-02 02:27:52 -07:00
Robert Suderman 7c93352a40 Scalar / Trivial folding for mhlo.select 
This covers the case where the predicate is a splat or the on_true/on_false
values are the same.

PiperOrigin-RevId: 329622785
 2020-09-01 18:34:12 -07:00
A. Unique TensorFlower 158dbba4e5 Integrate LLVM at llvm/llvm-project@5ffd940ac0 
Updates LLVM usage to match
[5ffd940ac02a](https://github.com/llvm/llvm-project/commit/5ffd940ac02a)

PiperOrigin-RevId: 329606435
 2020-09-01 16:40:41 -07:00
A. Unique TensorFlower a622bf479b Fix mhlo::SliceOp::fold to not crash on unknown shapes 
PiperOrigin-RevId: 329504383
 2020-09-01 07:37:36 -07:00
A. Unique TensorFlower dcab119cec Integrate LLVM at llvm/llvm-project@ffd0b31c7c 
Updates LLVM usage to match
[ffd0b31c7cba](https://github.com/llvm/llvm-project/commit/ffd0b31c7cba)

PiperOrigin-RevId: 329466048
 2020-09-01 02:06:53 -07:00
Mehdi Amini 0e6e2f06e7 Integrate LLVM at llvm/llvm-project@1d3d9b9cd8 
Updates LLVM usage to match
[1d3d9b9cd808](https://github.com/llvm/llvm-project/commit/1d3d9b9cd808)

PiperOrigin-RevId: 329432069
 2020-08-31 20:34:04 -07:00
A. Unique TensorFlower 3e870929b5 Integrate LLVM at llvm/llvm-project@646f19bb9d 
Updates LLVM usage to match
[646f19bb9dc8](https://github.com/llvm/llvm-project/commit/646f19bb9dc8)

PiperOrigin-RevId: 329406157
 2020-08-31 16:55:04 -07:00
A. Unique TensorFlower a4857fad84 Integrate LLVM at llvm/llvm-project@bc3d4d9ed7 
Updates LLVM usage to match
[bc3d4d9ed783](https://github.com/llvm/llvm-project/commit/bc3d4d9ed783)

PiperOrigin-RevId: 329359501
 2020-08-31 12:54:51 -07:00
Benjamin Kramer 049f034116 Lower mhlo.floor to lmhlo to linalg 
PiperOrigin-RevId: 329304882
 2020-08-31 08:16:36 -07:00
A. Unique TensorFlower acf7413d40 Integrate LLVM at llvm/llvm-project@1d01fc100b 
Updates LLVM usage to match
[1d01fc100bb5](https://github.com/llvm/llvm-project/commit/1d01fc100bb5)

PiperOrigin-RevId: 329266181
 2020-08-31 02:47:45 -07:00
A. Unique TensorFlower f619da8a5c Integrate LLVM at llvm/llvm-project@11cf6346fd 
Updates LLVM usage to match
[11cf6346fd49](https://github.com/llvm/llvm-project/commit/11cf6346fd49)

PiperOrigin-RevId: 329251819
 2020-08-31 00:26:30 -07:00
A. Unique TensorFlower 29d7f01fbb Integrate LLVM at llvm/llvm-project@90166c2563 
Updates LLVM usage to match
[90166c256310](https://github.com/llvm/llvm-project/commit/90166c256310)

PiperOrigin-RevId: 329065383
 2020-08-28 23:07:36 -07:00
Jacques Pienaar 344c500fca [mhlo] Add legalize to SCF pass 
Start of pass to legalize MHLO control flow to SCF for further optimization in common form. The current version just matches a very simple instance (which also happens to occur a few times). Exposes some further canonicalization opportunities that aren't yet addressed.

PiperOrigin-RevId: 329017723
 2020-08-28 15:11:58 -07:00
Benjamin Kramer 7176fb1839 Integrate LLVM at llvm/llvm-project@85dacca29f 
Updates LLVM usage to match
[85dacca29f82](https://github.com/llvm/llvm-project/commit/85dacca29f82)

PiperOrigin-RevId: 328919376
 2020-08-28 04:58:12 -07:00
Benjamin Kramer 848ca244d2 Integrate LLVM at llvm/llvm-project@b5924a8e27 
Updates LLVM usage to match
[b5924a8e2753](https://github.com/llvm/llvm-project/commit/b5924a8e2753)

PiperOrigin-RevId: 328760781
 2020-08-27 10:12:46 -07:00
Benjamin Kramer 011ecf41d3 Integrate LLVM at llvm/llvm-project@1d8af682ef 
Updates LLVM usage to match
[1d8af682ef1d](https://github.com/llvm/llvm-project/commit/1d8af682ef1d)

PiperOrigin-RevId: 328733270
 2020-08-27 07:28:58 -07:00
A. Unique TensorFlower ca33164bb6 Integrate LLVM at llvm/llvm-project@95848ea101 
Updates LLVM usage to match
[95848ea10127](https://github.com/llvm/llvm-project/commit/95848ea10127)

PiperOrigin-RevId: 328605350
 2020-08-26 14:16:41 -07:00
Benjamin Kramer e8db30a663 Integrate LLVM at llvm/llvm-project@642cb7865f 
Updates LLVM usage to match
[642cb7865f35](https://github.com/llvm/llvm-project/commit/642cb7865f35)

PiperOrigin-RevId: 328515095
 2020-08-26 05:48:57 -07:00
Mehdi Amini 36ddbeb6b2 Remove the dependency on global dialect registry from mlir-hlo 
PiperOrigin-RevId: 328457105
 2020-08-25 20:30:42 -07:00
A. Unique TensorFlower ebe7857fb1 Integrate LLVM at llvm/llvm-project@9500a72091 
Updates LLVM usage to match
[9500a7209163](https://github.com/llvm/llvm-project/commit/9500a7209163)

PiperOrigin-RevId: 328436293
 2020-08-25 17:24:17 -07:00
A. Unique TensorFlower 7bc22bfa11 Integrate LLVM at llvm/llvm-project@ef76686916 
Updates LLVM usage to match
[ef76686916d4](https://github.com/llvm/llvm-project/commit/ef76686916d4)

PiperOrigin-RevId: 328404846
 2020-08-25 14:33:30 -07:00
Benjamin Kramer dd5f6fb550 Integrate LLVM at llvm/llvm-project@f8454d60b8 
Updates LLVM usage to match
[f8454d60b829](https://github.com/llvm/llvm-project/commit/f8454d60b829)

PiperOrigin-RevId: 328352040
 2020-08-25 10:07:12 -07:00
Benjamin Kramer 3ce5337881 Integrate LLVM at llvm/llvm-project@c6fb72de4f 
Updates LLVM usage to match
[c6fb72de4f55](https://github.com/llvm/llvm-project/commit/c6fb72de4f55)

PiperOrigin-RevId: 328304428
 2020-08-25 04:05:03 -07:00
A. Unique TensorFlower e4383a1da8 Integrate LLVM at llvm/llvm-project@77e5a195f8 
Updates LLVM usage to match
[77e5a195f818](https://github.com/llvm/llvm-project/commit/77e5a195f818)

PiperOrigin-RevId: 328236932
 2020-08-24 17:12:41 -07:00