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1061 Commits

Author SHA1 Message Date
Benjamin Kramer 3bf4277ea4 [MLIR] Add a lmhlo.reduce -> linalg.generic converter 
Doesn't support tensors right now, as it's somewhat hairy to support both at
the same time. Since we use a generic lowering the result is messy
and needs a mem2reg pass to eliminate extra load/store/allocas.

PiperOrigin-RevId: 339562971
 2020-10-28 16:38:19 -07:00
A. Unique TensorFlower e58bfd48e6 Integrate LLVM at llvm/llvm-project@87f03e13ce 
Updates LLVM usage to match
[87f03e13ce0e](https://github.com/llvm/llvm-project/commit/87f03e13ce0e)

PiperOrigin-RevId: 339528247
 2020-10-28 13:38:56 -07:00
Alex Zinenko e77b5ae534 Update MLIR ODS syntax to use OpBuidlerDAG instead of OpBuilder 
The latter has been deprecated in favor of the former and will be removed.

PiperOrigin-RevId: 339523966
 2020-10-28 13:16:46 -07:00
Adrian Kuegel 0052913775 Integrate LLVM at llvm/llvm-project@c56bbb3961 
Updates LLVM usage to match
[c56bbb3961e4](https://github.com/llvm/llvm-project/commit/c56bbb3961e4)

PiperOrigin-RevId: 339442735
 2020-10-28 05:47:50 -07:00
A. Unique TensorFlower 91b8e58cc1 Integrate LLVM at llvm/llvm-project@2e1a737f46 
Updates LLVM usage to match
[2e1a737f4646](https://github.com/llvm/llvm-project/commit/2e1a737f4646)

PiperOrigin-RevId: 339375372
 2020-10-27 18:54:52 -07:00
Kazuaki Ishizaki 5f2b7a74be PR #44277: NFC - minor spelling tweaks of documents under compiler directory 
Imported from GitHub PR https://github.com/tensorflow/tensorflow/pull/44277

This PR addresses minor spelling tweaks of md/td files under compiler directory
Copybara import of the project:

--
4fedebde8f7d48ce2917642ebaab966c9ce49f3e by Kazuaki Ishizaki <ishizaki@jp.ibm.com>:

minor spelling tweaks

PiperOrigin-RevId: 339260830
 2020-10-27 09:08:22 -07:00
Thomas Joerg 7363748bae Integrate LLVM at llvm/llvm-project@0fc1aa22ee 
Updates LLVM usage to match
[0fc1aa22ee6a](https://github.com/llvm/llvm-project/commit/0fc1aa22ee6a)

PiperOrigin-RevId: 339239851
 2020-10-27 06:56:16 -07:00
Benjamin Kramer b7aa01dbe0 Integrate LLVM at llvm/llvm-project@26750a1264 
Updates LLVM usage to match
[26750a1264b3](https://github.com/llvm/llvm-project/commit/26750a1264b3)

PiperOrigin-RevId: 339127601
 2020-10-26 15:11:52 -07:00
Smit Hinsu 6eda9ed273 Add compare_type optional attribute to CompareOp in HLO dialects 
If unspecified, `compare_type` is FLOAT for float element types, SIGNED for signed element types and UNSIGNED for unsigned element types. compare_type can be TOTALORDER for float element types.

- Added import and export support the attribute.
- Restricted legalization from HLO to TF to the default compare types.
- Updated existing usage of the CompareOp

PiperOrigin-RevId: 339099219
 2020-10-26 12:58:29 -07:00
Richard Uhler f9843fabe1 Use InferTypeOpInterface for HLO_SliceOp. 
Instead of having a custom builder to construct a slice op without an explicit
return type.

PiperOrigin-RevId: 339058864
 2020-10-26 09:54:13 -07:00
Hanhan Wang 444fae9bac [NFC] Make naming style consistent. 
Use lowercase with underscores between words instead of camelStyle.

PiperOrigin-RevId: 338722328
 2020-10-23 12:23:25 -07:00
Benjamin Kramer 31c1c3aa1f Integrate LLVM at llvm/llvm-project@c89447b659 
Updates LLVM usage to match
[c89447b65984](https://github.com/llvm/llvm-project/commit/c89447b65984)

PiperOrigin-RevId: 338560059
 2020-10-22 15:23:24 -07:00
A. Unique TensorFlower 639324cf99 Internal change 
PiperOrigin-RevId: 338486689
 2020-10-22 09:22:38 -07:00
Sean Silva c3f4ab06d3 Use OpConversionPattern instead of BufferizeOpConversionPattern 
As described in mlir/Transforms/Bufferize.h, patterns that don't need the special methods on a BufferizeTypeConverter should use a regular OpConversionPattern.

PiperOrigin-RevId: 338424819
 2020-10-22 01:20:43 -07:00
A. Unique TensorFlower 51684a3833 Internal change 
PiperOrigin-RevId: 338280259
 2020-10-21 09:39:51 -07:00
A. Unique TensorFlower 7c45388930 Integrate LLVM at llvm/llvm-project@6154c4115c 
Updates LLVM usage to match
[6154c4115cd4](https://github.com/llvm/llvm-project/commit/6154c4115cd4)

PiperOrigin-RevId: 338262655
 2020-10-21 07:56:48 -07:00
Roman Dzhabarov ae00ae487c [mlir] Simplify DDR matching patterns with equal operands for operators. 
This https://reviews.llvm.org/D89254 diff introduced implicit matching between same name arguments. Modify usages accordingly.

PiperOrigin-RevId: 338090110
 2020-10-20 10:47:09 -07:00
A. Unique TensorFlower 33c450e4cb Fix the MHLO to LMHLO lowering of 'gather' 
The lowering assumes that the 'gather' op attributes are identical in both MHLO and LMHLO. But that's not true; some time ago the MHLO version was changed to pack 4 of its attributes into a struct. By doing the same for the LMHLO version we both fix the lowering for this op and resolve a longstanding TODO.

PiperOrigin-RevId: 337943946
 2020-10-19 15:14:05 -07:00
A. Unique TensorFlower 204cf7d544 Integrate LLVM at llvm/llvm-project@f402e682d0 
Updates LLVM usage to match
[f402e682d0ef](https://github.com/llvm/llvm-project/commit/f402e682d0ef)

PiperOrigin-RevId: 337872985
 2020-10-19 09:34:40 -07:00
A. Unique TensorFlower 7a983ea389 Add folder for mhlo::pad 
PiperOrigin-RevId: 337827560
 2020-10-19 04:21:44 -07:00
A. Unique TensorFlower 4a18aa41ee Add folder to mhlo::round_nearest_afz 
PiperOrigin-RevId: 337823786
 2020-10-19 03:45:15 -07:00
A. Unique TensorFlower 92c531cf36 Integrate LLVM at llvm/llvm-project@b740899c50 
Updates LLVM usage to match
[b740899c500b](https://github.com/llvm/llvm-project/commit/b740899c500b)

PiperOrigin-RevId: 337679767
 2020-10-17 13:03:55 -07:00
Jacques Pienaar 27968619b7 Verify non-scalar inputs for HLO concat 
XLA HLO concat does not accept scalars, so fail verification if this occurs. Avoids segfault when accessing an empty output shape.

PiperOrigin-RevId: 337618167
 2020-10-16 19:39:31 -07:00
A. Unique TensorFlower 706718b4fb Permit vector types in lmhlo to std lowering. 
PiperOrigin-RevId: 337523303
 2020-10-16 09:47:02 -07:00
Stephan Herhut 2e30b59ddc Extend hlo-fuse-linalg slightly to support aliased returns. 
The fusion heuristic identifies the root of a fusion by checking whether an
output of a linalg operation is a function result. It did not consider outputs
flowing through aliasing operations (like casts).

PiperOrigin-RevId: 337479910
 2020-10-16 04:04:23 -07:00
Adrian Kuegel 6a91ac6d8f Integrate LLVM at llvm/llvm-project@51ff04567b 
Updates LLVM usage to match
[51ff04567b2f](https://github.com/llvm/llvm-project/commit/51ff04567b2f)

PiperOrigin-RevId: 337477820
 2020-10-16 03:40:23 -07:00
Adrian Kuegel 7ec0408776 Integrate LLVM at llvm/llvm-project@cfa7094e49 
Updates LLVM usage to match
[cfa7094e49cf](https://github.com/llvm/llvm-project/commit/cfa7094e49cf)

PiperOrigin-RevId: 337464568
 2020-10-16 01:31:55 -07:00
A. Unique TensorFlower b56793297a Integrate LLVM at llvm/llvm-project@f6bf2823c4 
Updates LLVM usage to match
[f6bf2823c44e](https://github.com/llvm/llvm-project/commit/f6bf2823c44e)

PiperOrigin-RevId: 337425628
 2020-10-15 18:44:35 -07:00
A. Unique TensorFlower 51cd4200b6 Make LMHLO's Dot have the same power as MHLO's DotGeneral. 
PiperOrigin-RevId: 337391565
 2020-10-15 15:09:06 -07:00
Adrian Kuegel 8fe5bc89bb Integrate LLVM at llvm/llvm-project@50df5f24dc 
Updates LLVM usage to match
[50df5f24dc33](https://github.com/llvm/llvm-project/commit/50df5f24dc33)

PiperOrigin-RevId: 337292894
 2020-10-15 06:08:13 -07:00
Adrian Kuegel eb5a41da32 Integrate LLVM at llvm/llvm-project@196bee9648 
Updates LLVM usage to match
[196bee9648a9](https://github.com/llvm/llvm-project/commit/196bee9648a9)

PiperOrigin-RevId: 337280377
 2020-10-15 04:12:11 -07:00
A. Unique TensorFlower 05ee41baf8 Add folder for mhlo::scatter 
PiperOrigin-RevId: 337274351
 2020-10-15 03:26:05 -07:00
Adrian Kuegel 0f36979e2c Integrate LLVM at llvm/llvm-project@220de1f32a 
Updates LLVM usage to match
[220de1f32add](https://github.com/llvm/llvm-project/commit/220de1f32add)

PiperOrigin-RevId: 337270545
 2020-10-15 02:54:24 -07:00
A. Unique TensorFlower e8eb3f80d1 Integrate LLVM at llvm/llvm-project@89657b3a3b 
Updates LLVM usage to match
[89657b3a3b57](https://github.com/llvm/llvm-project/commit/89657b3a3b57)

PiperOrigin-RevId: 337151511
 2020-10-14 12:51:44 -07:00
Rahul Joshi f6b4e6758a Add GPU specific LMHLO level ops 
- Introduce operations in a new lmhlo_gpu dialect that map to GPU library function calls
  in the XLA:GPU backend.
- Add basic unit tests as well.

PiperOrigin-RevId: 337132166
 2020-10-14 11:23:55 -07:00
Adrian Kuegel 8506f1f26a Integrate LLVM at llvm/llvm-project@9b3c2a72e4 
Updates LLVM usage to match
[9b3c2a72e4cb](https://github.com/llvm/llvm-project/commit/9b3c2a72e4cb)

PiperOrigin-RevId: 337077072
 2020-10-14 06:24:25 -07:00
Adrian Kuegel 8d69f52179 Integrate LLVM at llvm/llvm-project@d0c95808e5 
Updates LLVM usage to match
[d0c95808e50c](https://github.com/llvm/llvm-project/commit/d0c95808e50c)

PiperOrigin-RevId: 337061504
 2020-10-14 04:21:36 -07:00
Adrian Kuegel 3a4d99a3b4 Integrate LLVM at llvm/llvm-project@3b33b41604 
Updates LLVM usage to match
[3b33b4160478](https://github.com/llvm/llvm-project/commit/3b33b4160478)

PiperOrigin-RevId: 337052227
 2020-10-14 02:58:14 -07:00
A. Unique TensorFlower 15fe5ca737 Integrate LLVM at llvm/llvm-project@6713332fdd 
Updates LLVM usage to match
[6713332fddb7](https://github.com/llvm/llvm-project/commit/6713332fddb7)

PiperOrigin-RevId: 336988895
 2020-10-13 17:21:14 -07:00
Adrian Kuegel 53d16d9f8e Integrate LLVM at llvm/llvm-project@93377888ae 
Updates LLVM usage to match
[93377888ae89](https://github.com/llvm/llvm-project/commit/93377888ae89)

PiperOrigin-RevId: 336669842
 2020-10-12 08:42:31 -07:00
Adrian Kuegel 5039c00c4c Integrate LLVM at llvm/llvm-project@473b364a19 
Updates LLVM usage to match
[473b364a19ff](https://github.com/llvm/llvm-project/commit/473b364a19ff)

PiperOrigin-RevId: 336647877
 2020-10-12 05:59:06 -07:00
A. Unique TensorFlower 2a1626bdfb Integrate LLVM at llvm/llvm-project@a2291a58bf 
Updates LLVM usage to match
[a2291a58bf1c](https://github.com/llvm/llvm-project/commit/a2291a58bf1c)

PiperOrigin-RevId: 336423546
 2020-10-09 23:19:33 -07:00
Jacques Pienaar ab4c03b84b Replace operands now injected in OpBuilder 
These are now injected automatically.

PiperOrigin-RevId: 336356284
 2020-10-09 13:39:33 -07:00
Tres Popp f6af1fc134 Support hlo to lhlo buffer placement through shape.assuming ops. 
PiperOrigin-RevId: 336287728
 2020-10-09 07:14:12 -07:00
Stephan Herhut d986bd7ad7 Use tensor_cast instead of mhlo::reshape in the lowering of unranked binary operations. 
We know that the value already is a scalar and we just want to update the type, so no need to reshape anything.

PiperOrigin-RevId: 336252315
 2020-10-09 01:46:48 -07:00
Rahul Joshi 41436ea0d9 [NFC] Extract common attributes of MHLO and LMHLO ConvOp 
- Create a common class that hold ConvOp attributes that are common to MHLO and
  LHLO Dialects and use Tablegen DAG concat to append these common attributes to
  dialect specific arguments in ODS for ConvOp.

PiperOrigin-RevId: 336114003
 2020-10-08 10:29:32 -07:00
A. Unique TensorFlower 3a99598b59 Integrate LLVM at llvm/llvm-project@c102488293 
Updates LLVM usage to match
[c10248829357](https://github.com/llvm/llvm-project/commit/c10248829357)

PiperOrigin-RevId: 336090676
 2020-10-08 08:32:44 -07:00
A. Unique TensorFlower 4c3072c098 Integrate LLVM at llvm/llvm-project@9908ee5670 
Updates LLVM usage to match
[9908ee567059](https://github.com/llvm/llvm-project/commit/9908ee567059)

PiperOrigin-RevId: 335944587
 2020-10-07 13:47:02 -07:00
Pavel Krajcevski ac483f4091 Remove superfluous quote from lhlo_ops.td 
PiperOrigin-RevId: 335921873
 2020-10-07 12:06:36 -07:00
A. Unique TensorFlower 673588c864 Integrate LLVM at llvm/llvm-project@5e4409f308 
Updates LLVM usage to match
[5e4409f30817](https://github.com/llvm/llvm-project/commit/5e4409f30817)

PiperOrigin-RevId: 335852101
 2020-10-07 06:15:47 -07:00