c217a6ef61
[MHLO] Add pass to move up dynamic broadcasts for fusion
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For now, the pass only reifies the required shape computations. Moving
broadcasts will follow to allow for fusion across them.
PiperOrigin-RevId: 362033715
2021-03-10 06:21:57 -08:00
cabd4d9a06
Canonicalize dynamic_broadcast_in_dim to own shape with rank narrowing on the shape to a corresponding tensor.cast.
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PiperOrigin-RevId: 362028291
2021-03-10 05:43:54 -08:00
507d9fb61d
[MLIR][KernelGen] Add `tf.Polygamma` kernel
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PiperOrigin-RevId: 362002943
2021-03-10 02:22:01 -08:00
218476128e
[MLIR][KernelGen] Fix zeta lowering at poles
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Return nan at zeta poles or inf where the limit is defined. Also test the kernel
based on the series representation of zeta.
PiperOrigin-RevId: 361993482
2021-03-10 01:09:10 -08:00
7629dfdd81
Integrate LLVM at llvm/llvm-project@df6d0579e1
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Updates LLVM usage to match
[df6d0579e18e](https://github.com/llvm/llvm-project/commit/df6d0579e18e )
PiperOrigin-RevId: 361855926
2021-03-09 11:27:27 -08:00
5be8be31b5
Integrate LLVM at llvm/llvm-project@3f3f88fb95
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Updates LLVM usage to match
[3f3f88fb9503](https://github.com/llvm/llvm-project/commit/3f3f88fb9503 )
PiperOrigin-RevId: 361762801
2021-03-09 02:19:24 -08:00
daf6bde6f5
Integrate LLVM at llvm/llvm-project@c9ff39a3f9
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Updates LLVM usage to match
[c9ff39a3f984](https://github.com/llvm/llvm-project/commit/c9ff39a3f984 )
PiperOrigin-RevId: 361655071
2021-03-08 14:18:24 -08:00
55eda81407
[MLIR][HLO] Reify shape extents as `index` values
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PiperOrigin-RevId: 361519167
2021-03-08 02:42:47 -08:00
5a415de33b
Integrate LLVM at llvm/llvm-project@9b302513f6
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Updates LLVM usage to match
[9b302513f6d8](https://github.com/llvm/llvm-project/commit/9b302513f6d8 )
PiperOrigin-RevId: 361120223
2021-03-05 04:50:04 -08:00
d5f80f0469
Integrate LLVM at llvm/llvm-project@cedc53254a
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Updates LLVM usage to match
[cedc53254a5d](https://github.com/llvm/llvm-project/commit/cedc53254a5d )
PiperOrigin-RevId: 361090577
2021-03-05 00:37:48 -08:00
29f70cb892
PR #46723 : Adjust types of loop counters
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Imported from GitHub PR https://github.com/tensorflow/tensorflow/pull/46723
Reduces some warnings about comparison of integers of different signs.
Copybara import of the project:
--
311f436f77b334f5462127d8cf179cce067969ca by Marius Brehler <marius.brehler@iml.fraunhofer.de>:
Adjust types of loop counters
Reduces some warnings about comparison of integers of different signs.
PiperOrigin-RevId: 360912203
2021-03-04 07:36:12 -08:00
57e9941d5d
Integrate LLVM at llvm/llvm-project@b3a33553ae
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Updates LLVM usage to match
[b3a33553aec7](https://github.com/llvm/llvm-project/commit/b3a33553aec7 )
PiperOrigin-RevId: 360910047
2021-03-04 07:24:01 -08:00
39650a5d5a
Remove rank 1 specialization from TransformUnrankedHloPass.
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For binary ops, we already special-case rank 0 vs rank 1, and same shape. So we
don't need to special-case a maximum rank of 1.
PiperOrigin-RevId: 360891955
2021-03-04 05:24:53 -08:00
e5a6706260
Integrate LLVM at llvm/llvm-project@c907681b07
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Updates LLVM usage to match
[c907681b077c](https://github.com/llvm/llvm-project/commit/c907681b077c )
PiperOrigin-RevId: 360891677
2021-03-04 05:22:16 -08:00
62b357b601
Remove rank 1 specialization from TransformUnrankedHloPass.
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For binary ops, we already special-case rank 0 vs rank 1, and same shape. So we
don't need to special-case a maximum rank of 1.
PiperOrigin-RevId: 360881387
2021-03-04 04:04:11 -08:00
50a516fb9c
Adopt td_library
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This avoids needing to list all transitive include dependencies and tracks include directories.
PiperOrigin-RevId: 360779798
2021-03-03 16:11:21 -08:00
5eac983723
Integrate LLVM at llvm/llvm-project@5d7e0a23c6
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Updates LLVM usage to match
[5d7e0a23c6f2](https://github.com/llvm/llvm-project/commit/5d7e0a23c6f2 )
PiperOrigin-RevId: 360712976
2021-03-03 11:09:13 -08:00
ab8bc35efd
Integrate LLVM at llvm/llvm-project@8da090381d
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Updates LLVM usage to match
[8da090381d56](https://github.com/llvm/llvm-project/commit/8da090381d56 )
PiperOrigin-RevId: 360684382
2021-03-03 09:10:41 -08:00
bf14340316
Integrate LLVM at llvm/llvm-project@1a4990a4f7
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Updates LLVM usage to match
[1a4990a4f71a](https://github.com/llvm/llvm-project/commit/1a4990a4f71a )
PiperOrigin-RevId: 360642978
2021-03-03 04:57:35 -08:00
24c98d5211
Integrate LLVM at llvm/llvm-project@99a6d003ed
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Updates LLVM usage to match
[99a6d003edbe](https://github.com/llvm/llvm-project/commit/99a6d003edbe )
PiperOrigin-RevId: 360588460
2021-03-02 21:49:11 -08:00
8687f3e4cf
Lower MHLO Dot to type-polymorphic linalg named ops
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The linalg named ops are now type polymorphic, so the type-monomorphic
varieties are redundant (and will be deleted soon).
PiperOrigin-RevId: 360509010
2021-03-02 14:00:58 -08:00
1facbe9eb5
Integrate LLVM at llvm/llvm-project@7f086d74c3
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Updates LLVM usage to match
[7f086d74c347](https://github.com/llvm/llvm-project/commit/7f086d74c347 )
PiperOrigin-RevId: 360434104
2021-03-02 08:33:21 -08:00
0683db3b24
Legalize MinimumBroadcastShapes op.
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Use it in TransformUnrankedHloPass, which allows to reduce the maximum
rank for rank specialized broadcast from 6 to 5.
PiperOrigin-RevId: 360415743
2021-03-02 06:39:01 -08:00
329b1fd071
Verify compatible shapes in unpack verification rather than exact
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Previously this would be too strict and fail if dynamic and static dims were
compared. Dynamic/unknown are treated as "maybe equal" to a static value without further info, so at this layer don't flag as invalid unless truly are.
PiperOrigin-RevId: 360189086
2021-03-01 08:00:16 -08:00
70ee9369d5
Use mlir::OpState::operator->() to get to Operation::getAttrs().
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This is a preparation step to remove getAttrs() from OpState.
PiperOrigin-RevId: 360159716
2021-03-01 04:53:00 -08:00
7c071e8ee6
Integrate LLVM at llvm/llvm-project@99c24f7aa8
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Updates LLVM usage to match
[99c24f7aa8cc](https://github.com/llvm/llvm-project/commit/99c24f7aa8cc )
PiperOrigin-RevId: 360150476
2021-03-01 03:44:30 -08:00
e19ccf975e
Filter static dimensions from dynamic_broadcast_in_dim's init_tensor
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Otherwise we'd generate invalid IR for those cases.
PiperOrigin-RevId: 360144122
2021-03-01 03:03:54 -08:00
e6a1f5f0f9
Add MinimumBroadcastShapesOp to chlo dialect.
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This op is useful for rank specialization of broadcasts. Kernel Generator
needs to generate one kernel for each rank, so if we can minimize the rank
of the broadcast shape, we can support more cases with the same number of
special-cased kernels.
PiperOrigin-RevId: 360137827
2021-03-01 02:23:52 -08:00
2d818c4fd9
Use mlir::OpState::operator->() to get to methods of mlir::Operation.
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This is a preparation step to remove those methods from OpState.
PiperOrigin-RevId: 360043992
2021-02-28 09:02:33 -08:00
006b58c476
Integrate LLVM at llvm/llvm-project@5077d42cfa
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Updates LLVM usage to match
[5077d42cfa42](https://github.com/llvm/llvm-project/commit/5077d42cfa42 )
PiperOrigin-RevId: 359899172
2021-02-26 22:19:53 -08:00
a8f99ee0f5
Fix the shape of linalg.init_tensor in conv op lowering.
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The output spatial dims are not as same as the input spatial dims. Only supports
static output spatial dims for now.
PiperOrigin-RevId: 359775479
2021-02-26 09:34:11 -08:00
c616963501
Integrate LLVM at llvm/llvm-project@72b18a86e1
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Updates LLVM usage to match
[72b18a86e11e](https://github.com/llvm/llvm-project/commit/72b18a86e11e )
PiperOrigin-RevId: 359762921
2021-02-26 08:22:16 -08:00
c68b71b5dc
Integrate LLVM at llvm/llvm-project@cb81135f94
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Updates LLVM usage to match
[cb81135f94e5](https://github.com/llvm/llvm-project/commit/cb81135f94e5 )
PiperOrigin-RevId: 359746866
2021-02-26 06:47:30 -08:00
c63ac91206
Integrate LLVM at llvm/llvm-project@bf6380c096
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Updates LLVM usage to match
[bf6380c0966b](https://github.com/llvm/llvm-project/commit/bf6380c0966b )
PiperOrigin-RevId: 359728311
2021-02-26 04:05:03 -08:00
fe4234bcff
Integrate LLVM at llvm/llvm-project@5d64dd8e3c
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Updates LLVM usage to match
[5d64dd8e3c22](https://github.com/llvm/llvm-project/commit/5d64dd8e3c22 )
PiperOrigin-RevId: 359653225
2021-02-25 17:37:37 -08:00
e7a3ec18ad
Integrate LLVM at llvm/llvm-project@7f6e331645
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Updates LLVM usage to match
[7f6e3316456f](https://github.com/llvm/llvm-project/commit/7f6e3316456f )
PiperOrigin-RevId: 359595260
2021-02-25 13:12:35 -08:00
bb22553219
Integrate LLVM at llvm/llvm-project@f4d78a5e3a
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Updates LLVM usage to match
[f4d78a5e3aee](https://github.com/llvm/llvm-project/commit/f4d78a5e3aee )
PiperOrigin-RevId: 359543192
2021-02-25 09:40:18 -08:00
90f0d7f935
Add support for lowering mhlo.conv to Linalg on tensors.
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This pattern only works for normal convolutions. It does not work for depthwise
convolutions. The Linalg conv ops are defined with static rank, so it only
supports 1d/2d/3d cases, which are the most typical cases.
This also refactors out the same check in lmhlo.conv lowering.
PiperOrigin-RevId: 359503527
2021-02-25 05:59:08 -08:00
c5f5d13930
[MLIR] Add dependency from "lhlo_ops_structs_inc_gen" to "lhlo" target.
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PiperOrigin-RevId: 359488020
2021-02-25 03:51:36 -08:00
45a1249fe2
Add support for lowering mhlo.pad to linalg.pad_tensor
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The change upstreams the pattern from IREE repo to MHLO repo.
PiperOrigin-RevId: 359481543
2021-02-25 03:00:39 -08:00
459362b206
Integrate LLVM at llvm/llvm-project@d8a8e5d624
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Updates LLVM usage to match
[d8a8e5d6240a](https://github.com/llvm/llvm-project/commit/d8a8e5d6240a )
PiperOrigin-RevId: 359475769
2021-02-25 02:20:12 -08:00
7dc1543bb2
Integrate LLVM at llvm/llvm-project@96a3dfeb93
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Updates LLVM usage to match
[96a3dfeb9303](https://github.com/llvm/llvm-project/commit/96a3dfeb9303 )
PiperOrigin-RevId: 359394503
2021-02-24 16:17:23 -08:00
d9d6ab105e
Integrate LLVM at llvm/llvm-project@5c74c6be3c
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Updates LLVM usage to match
[5c74c6be3c29](https://github.com/llvm/llvm-project/commit/5c74c6be3c29 )
PiperOrigin-RevId: 359354498
2021-02-24 13:19:53 -08:00
89f7f2bd65
Lower integer matmuls to linalg
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PiperOrigin-RevId: 359306495
2021-02-24 09:45:07 -08:00
475b4a06a5
Add support for lowering mhlo.slice to subtensor.
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PiperOrigin-RevId: 359297978
2021-02-24 09:06:09 -08:00
b478bdf00e
Integrate LLVM at llvm/llvm-project@de40423c85
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Updates LLVM usage to match
[de40423c8512](https://github.com/llvm/llvm-project/commit/de40423c8512 )
PiperOrigin-RevId: 359280337
2021-02-24 07:32:25 -08:00
3e2ff6e253
Integrate LLVM at llvm/llvm-project@861dbe1a02
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Updates LLVM usage to match
[861dbe1a021e](https://github.com/llvm/llvm-project/commit/861dbe1a021e )
PiperOrigin-RevId: 359091800
2021-02-23 11:28:36 -08:00
ac0552f127
[MLIR][HLO] Remove duplicate `PopulateTransformUnrankedHloPatterns`
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PiperOrigin-RevId: 359046173
2021-02-23 07:50:47 -08:00
2df1bb3d6b
Integrate LLVM at llvm/llvm-project@6c9541d4dd
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Updates LLVM usage to match
[6c9541d4ddfd](https://github.com/llvm/llvm-project/commit/6c9541d4ddfd )
PiperOrigin-RevId: 359020255
2021-02-23 04:38:26 -08:00
855cd484fc
Integrate LLVM at llvm/llvm-project@557d2ade01
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Updates LLVM usage to match
[557d2ade016f](https://github.com/llvm/llvm-project/commit/557d2ade016f )
PiperOrigin-RevId: 358925409
2021-02-22 16:05:25 -08:00
A. Unique TensorFlower
Stephan Herhut
Benjamin Kramer
Marius Brehler
Adrian Kuegel
Geoffrey Martin-Noble
Jacques Pienaar
Christian Sigg
Hanhan Wang
Rahul Joshi