Commit Graph

135 Commits

Author SHA1 Message Date
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
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
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 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
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
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
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
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
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
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
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
A. Unique TensorFlower 3736c5542f [MLIR][KernelGen] Fix unranked codegeneration in kernel generator
PiperOrigin-RevId: 335847086
2020-10-07 05:39:55 -07:00
Lucy Fox 84277ed784 Remove unused `using` statements.
PiperOrigin-RevId: 335517711
2020-10-05 15:53:59 -07:00
A. Unique TensorFlower a33441907c [MLIR][KernelGen] Add E2E test for `tf.Acos`
PiperOrigin-RevId: 335419310
2020-10-05 08:14:36 -07:00
A. Unique TensorFlower bae0815ef0 [MLIR][KernelGen] Legalize `atan` to approximation
PiperOrigin-RevId: 335417836
2020-10-05 08:05:52 -07:00
A. Unique TensorFlower 7f84a86cf5 [MLIR][KerneGen] Lower `tf.Atan` all the way to LLVM
PiperOrigin-RevId: 335394668
2020-10-05 05:07:13 -07:00
Alexander Belyaev d927e32451 [HLO] Clean-up dynamic allocation in hlo-legalize-to-lhlo pass.
PiperOrigin-RevId: 335385243
2020-10-05 03:55:24 -07:00
A. Unique TensorFlower 7367eac074 Add folder for mhlo::remainder
PiperOrigin-RevId: 335372628
2020-10-05 02:20:01 -07:00
Adrian Kuegel 3eb767b43d Add missing lowering step for IsFiniteOp.
Also add a BUILD target for generating the GPU kernel.

PiperOrigin-RevId: 334993362
2020-10-02 03:09:00 -07:00
Chao Xie 5f303440da [MLIR][KerneGen] Lower `tf.Atan` all the way to LLVM
PiperOrigin-RevId: 334843070
2020-10-01 10:25:51 -07:00
A. Unique TensorFlower 458e861254 [MLIR][KerneGen] Lower `tf.Atan` all the way to LLVM
PiperOrigin-RevId: 334810730
2020-10-01 07:38:40 -07:00
A. Unique TensorFlower 049ca060a1 [MLIR][KernelGen] Legalize `atan2` to approximation
Legalize `atan2` analogously to XLA.  `atan2` is first reduced to `atan` on the
interval [-1, 1] and subsequently approximated.  This CL also adds e2e tests for
trigonometric approximations.

PiperOrigin-RevId: 334794336
2020-10-01 05:34:48 -07:00
A. Unique TensorFlower 4b1809784a Support collapse_slice_dims in the mhlo.gather->mhlo.slice canonicalizer
PiperOrigin-RevId: 334774763
2020-10-01 02:46:49 -07:00
Rahul Joshi bce128b070 Introduce CustomCall operation in LHLO Dialect
- And add conversion from MHLO CustomCall to LHLO CustomCall
- According to XLA documentation, the called function should not be side effecting,
  so marking the argument MemRefs as MemRead.

PiperOrigin-RevId: 334737196
2020-09-30 20:56:18 -07:00
Benjamin Kramer dfe64d3958 Implement InferShapedTypeOpInterface for mhlo.complex
Binary companion for 8bcd33e4b7

PiperOrigin-RevId: 334651523
2020-09-30 12:14:15 -07:00
Benjamin Kramer c8919f8419 Implement InferShapedTypeOpInterface and use inferReturnTypes for mhlo.imag and mhlo.real
This makes the lhlo lowering work with dynamic shapes.

PiperOrigin-RevId: 334553472
2020-09-30 02:02:26 -07:00
Ahmed S. Taei 39389587d2 {mhlo.is_finite, lmhlo.is_finite} -> linalg.generic conversion
PiperOrigin-RevId: 334414295
2020-09-29 10:50:42 -07:00
Benjamin Kramer 6459f12235 Lower mhlo.not to a xor with all ones
PiperOrigin-RevId: 334361499
2020-09-29 05:59:40 -07:00
Robert Suderman 26ac5baae4 Make mhlo.sort return variadic results instead of a tuple
Tuple is only used on XLA's sort to return multiple inputs. MLIR supports
multiple inputs, switch to a tuple return.

PiperOrigin-RevId: 334226937
2020-09-28 13:32:23 -07:00
Ahmed S. Taei 9c6640cbb6 Only apply GeneralDotOpLoweringPatterns for static shaped inputs
PiperOrigin-RevId: 333439680
2020-09-23 21:42:01 -07:00
Robert Suderman 233f1a8a1a Folders for mhlo.compare
Constant evaluation of compare for the case where inputs are either the same
variable or the values are constant.

PiperOrigin-RevId: 333342328
2020-09-23 12:03:48 -07:00
A. Unique TensorFlower 08e0d09463 [MLIR][KernelGen] Rename `legalize-tanh-to-approximation` to `legalize-trigonometric-to-approximation`
To add more approximation lowerings in the future, generalize the pass name.

PiperOrigin-RevId: 333340075
2020-09-23 11:53:45 -07:00
Benjamin Kramer dd92c8ef61 Integrate LLVM at llvm/llvm-project@7e78d89052
Updates LLVM usage to match
[7e78d89052b1](https://github.com/llvm/llvm-project/commit/7e78d89052b1)

PiperOrigin-RevId: 333090785
2020-09-22 09:08:23 -07:00
Mehdi Amini 7abd557a61 Add a header for table-gen generated pass for MHLO and use it in SinkConstantsToControlFlowPass
A non globally registered pass should define `getName()` in order to generate correct crash reproducers.
This is something we get "for free" when using the TableGen generated base class.
We should also migrate the other passes to the same mechanism and remove the static
global registration.

PiperOrigin-RevId: 332976907
2020-09-21 18:01:57 -07:00
A. Unique TensorFlower 4002077261 [MLIR][KernelGen] Lower `tf.Sinh` to MLHLO
PiperOrigin-RevId: 332425724
2020-09-18 04:27:07 -07:00
A. Unique TensorFlower 2fbbbe9cf1 [MLIR][KernelGen] Lower `tf.Acos` to LMHLO.
- Add ranked code generation for `mhlo.compare/select`
- Add bufferization for `tensor_cast`
- Add lowerings for `Atan2Op`

PiperOrigin-RevId: 332407734
2020-09-18 01:40:18 -07:00
A. Unique TensorFlower b1fd4d27cf [MLIR][KernelGen] Implement InferShapedTypeOpInterface for `mhlo.compare/select`
PiperOrigin-RevId: 332227340
2020-09-17 07:10:10 -07:00
Hanhan Wang b29dd5ef8f Fix a bug in the case check of reshape op lowering.
PiperOrigin-RevId: 332044191
2020-09-16 11:06:16 -07:00
A. Unique TensorFlower 69b80d8deb [MLIR] Extend unranked transformation to CHLO dialect
PiperOrigin-RevId: 332026604
2020-09-16 09:49:18 -07:00
Stephan Herhut 2aa07b0091 Insert explicit casts to model extra shape knowledge for unranked chlo transform
When transforming unranked binary operations from CHLO to HLO, we insert `shape.broadcast` operations. Due to context, we know that the result of the `shape.broadcast` operation has a static shape. Instead of modelling this in the type of the broadcast operation itself, which is illegal,  we now use an explicit cast.

PiperOrigin-RevId: 331989879
2020-09-16 06:14:49 -07:00
A. Unique TensorFlower 1880f87737 Integrate LLVM at llvm/llvm-project@e1669843f2
Updates LLVM usage to match
[e1669843f2aa](https://github.com/llvm/llvm-project/commit/e1669843f2aa)

PiperOrigin-RevId: 331987679
2020-09-16 05:58:08 -07:00
Hanhan Wang 1800f44a29 Add sqrt folder.
PiperOrigin-RevId: 331974344
2020-09-16 04:04:09 -07:00
A. Unique TensorFlower a6fdebdc6c [MLIR] Lower `chlo.constant_like` to MHLO
Lower `chlo.constant_like` to a constant and, if needed, a broadcast.

PiperOrigin-RevId: 331964137
2020-09-16 02:41:44 -07:00
A. Unique TensorFlower da43c8596b [MLIR] Simplify and generalize `transform-unranked-hlo`
This refactoring allows to support a wider range of n-ary operations in future
changes.

PiperOrigin-RevId: 331953362
2020-09-16 01:13:23 -07:00
Robert Suderman dff98f8cd5 Folder for mhlo.negate
PiperOrigin-RevId: 331592342
2020-09-14 11:38:44 -07:00