f1408e791e
[MLIR][HLO] Add `Elementwise` trait to unary element-wise ops
...
PiperOrigin-RevId: 363428909
2021-03-17 08:51:17 -07:00
cd52adb20e
Integrate LLVM at llvm/llvm-project@967b64beb4
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Updates LLVM usage to match
[967b64beb4bf](https://github.com/llvm/llvm-project/commit/967b64beb4bf )
PiperOrigin-RevId: 363410962
2021-03-17 07:05:09 -07:00
2e0ee7759b
Add support for lowering mhlo.torch_index_select to Linalg on tensors.
...
The change upstreams the pattern from IREE repo to MHLO repo.
PiperOrigin-RevId: 363406294
2021-03-17 06:33:41 -07:00
1336c95920
Integrate LLVM at llvm/llvm-project@506df1bbfd
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Updates LLVM usage to match
[506df1bbfd16](https://github.com/llvm/llvm-project/commit/506df1bbfd16 )
PiperOrigin-RevId: 363377317
2021-03-17 02:51:58 -07:00
a58e62590e
Restrict canonicalization to avoid changing type
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Issue #47516
PiperOrigin-RevId: 363300979
2021-03-16 16:54:05 -07:00
caae2525ef
Integrate LLVM at llvm/llvm-project@85ab413b53
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Updates LLVM usage to match
[85ab413b53ae](https://github.com/llvm/llvm-project/commit/85ab413b53ae )
PiperOrigin-RevId: 363298500
2021-03-16 16:42:27 -07:00
c54527fe88
Integrate LLVM at llvm/llvm-project@678241795c
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Updates LLVM usage to match
[678241795c95](https://github.com/llvm/llvm-project/commit/678241795c95 )
PiperOrigin-RevId: 363257913
2021-03-16 13:33:00 -07:00
2be112a603
[MLIR][MHLO] Approximate `tf.Tanh` as constant +/-1 for small/large values
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Fix issue raised in https://github.com/tensorflow/tensorflow/issues/47724
PiperOrigin-RevId: 363210296
2021-03-16 10:14:30 -07:00
3de2024a9b
Avoid creating tuple type only for verification
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Make the error message a bit more verbose & it is cheaper to verify the elements rather than creating a (potentially) new type.
PiperOrigin-RevId: 363073909
2021-03-15 17:58:19 -07:00
01d729d35d
Integrate LLVM at llvm/llvm-project@6878be5dc3
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Updates LLVM usage to match
[6878be5dc3ec](https://github.com/llvm/llvm-project/commit/6878be5dc3ec )
PiperOrigin-RevId: 362984365
2021-03-15 11:14:24 -07:00
570d29d643
Integrate LLVM at llvm/llvm-project@e9e788d145
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Updates LLVM usage to match
[e9e788d145f5](https://github.com/llvm/llvm-project/commit/e9e788d145f5 )
PiperOrigin-RevId: 362834717
2021-03-14 16:16:45 -07:00
d16860d26d
[MLIR] Change LMHLO Conditional and While to capture needed buffers, instead of passing them by operands.
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This is consistent with the design of LMHLO FusionOp, and it simplifies the
usage. Before the change, those redundant operands ended up unused as all sub-regions can already capture needed buffers.
PiperOrigin-RevId: 362381155
2021-03-11 14:42:41 -08:00
8066794eea
Integrate LLVM at llvm/llvm-project@720a828045
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Updates LLVM usage to match
[720a828045e1](https://github.com/llvm/llvm-project/commit/720a828045e1 )
PiperOrigin-RevId: 362375825
2021-03-11 14:18:36 -08:00
4f5e1c51dd
Add support for lowering NHWC pooling mhlo.reduce_window to Linalg on tensors.
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The change upstreams the pattern from IREE repo to MHLO repo.
PiperOrigin-RevId: 362312573
2021-03-11 09:41:34 -08:00
630cabefb0
Add support for lowering 2D depthwise mhlo.conv to Linalg on tensors.
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The change upstreams the pattern from IREE repo to MHLO repo.
PiperOrigin-RevId: 362300550
2021-03-11 08:41:38 -08:00
94f9740c67
[MLIR][HLO:Linalg] Lower mhlo.dynamic_iota to indexed_generic
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This is the same as iota, but instead of taking the dimensions from the result
tensor we use the supplied shape extents tensor.
PiperOrigin-RevId: 362298548
2021-03-11 08:31:29 -08:00
09f8046816
[MLIR:HLO:LINALG] Fix codegen for mhlo.reshape when one side is rank 0
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This is an annoying edge case because the collapse->expand lowering expects at
least R1 or it will produce invalid linalg reshapes. Using the direct lowering
works fine.
PiperOrigin-RevId: 362269199
2021-03-11 05:29:56 -08:00
d77b556822
[MLIR][MHLO] Allow recursion in the shape_of mover
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This allows it to push shape_of over a chain of ops all the way to the top.
PiperOrigin-RevId: 362249009
2021-03-11 02:52:21 -08:00
67a770e4e0
[HLO:MLIR] Make binary op type reification emit shape_of instead of tensor ops
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This gives cleaner code and allows shape optimizations to happen on the result.
PiperOrigin-RevId: 362242975
2021-03-11 02:01:35 -08:00
9902e6ee32
[HLO] Add LMHLO CollectivePermute verification.
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- Extract verification of source target pairs attached to collective permute into a common
helper function and use that to verify both MHLO and LMHLO variants.
- Change MlirGpuTestBase::ParseMlirModule to allow returning back a failure, and use
that to update the mlir_gpu_compile_test to check the new behavior.
PiperOrigin-RevId: 362156962
2021-03-10 15:37:12 -08:00
4f16b10ce2
Integrate LLVM at llvm/llvm-project@4c973ae51b
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Updates LLVM usage to match
[4c973ae51b85](https://github.com/llvm/llvm-project/commit/4c973ae51b85 )
PiperOrigin-RevId: 362116801
2021-03-10 12:36:24 -08:00
b212bd66ae
Build fix for missing precision_config.
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THe conversion from dot_general to dot fails when trying to retrieve
and use the precision config, since precision_config is optional.
PiperOrigin-RevId: 362095296
2021-03-10 11:10:51 -08:00
e199df1dbf
[MLIR][MHLO] Declare `shape_of` dynamically legal in move-up-dynamic-broadcasts
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This allows shape reification to produce `shape_of` ops while they can still be
moved up.
PiperOrigin-RevId: 362075609
2021-03-10 09:59:17 -08:00
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
A. Unique TensorFlower
Hanhan Wang
Jacques Pienaar
Tim Shen
Benjamin Kramer
Rahul Joshi
Mahesh Ravishankar
Stephan Herhut
Marius Brehler
Adrian Kuegel
Geoffrey Martin-Noble
Christian Sigg