181d2cad31
[MLIR][KernelGen] Add `tf.Log1p` kernel and tests
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PiperOrigin-RevId: 351566460
2021-01-13 05:37:25 -08:00
300a7c11ce
Upstream mhlo.dot_general lowering to Linalg to MHLO repo
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PiperOrigin-RevId: 351514250
2021-01-12 22:08:46 -08:00
97a618f91a
Integrate LLVM at llvm/llvm-project@6f4d460762
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Updates LLVM usage to match
[6f4d46076200](https://github.com/llvm/llvm-project/commit/6f4d46076200 )
PiperOrigin-RevId: 351474229
2021-01-12 16:38:25 -08:00
0651d58edf
[MLIR:HLO] Change LHLO Outfeed to support multiple inputs.
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PiperOrigin-RevId: 351447034
2021-01-12 14:13:47 -08:00
0b85d5c510
[MLIR][KernelGen] Add asin kernels and tests
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PiperOrigin-RevId: 351381423
2021-01-12 09:02:46 -08:00
b0e0ca830c
Integrate LLVM at llvm/llvm-project@c8a914db5c
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Updates LLVM usage to match
[c8a914db5c60](https://github.com/llvm/llvm-project/commit/c8a914db5c60 )
PiperOrigin-RevId: 351363798
2021-01-12 07:09:38 -08:00
d52092a5cc
Integrate LLVM at llvm/llvm-project@aefeb5f136
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Updates LLVM usage to match
[aefeb5f136e7](https://github.com/llvm/llvm-project/commit/aefeb5f136e7 )
PiperOrigin-RevId: 351291118
2021-01-11 20:24:58 -08:00
5359ea620a
Integrate LLVM at llvm/llvm-project@89878e8c96
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Updates LLVM usage to match
[89878e8c966a](https://github.com/llvm/llvm-project/commit/89878e8c966a )
PiperOrigin-RevId: 351192927
2021-01-11 11:08:35 -08:00
8f58f844e5
Upstream mhlo.dot lowering to Linalg to MHLO repo.
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We prototyped the lowering from mhlo.dot to linalg.matmul in IREE. Since Linalg
now supports matmul in tensors world, we can move the lowering logic to tensors
world, and upstream to legalize_to_linalg.cc. The patch lowers the mhlo.dot to
the linalg.matmul/matvec/dot in tensors world.
PiperOrigin-RevId: 351184911
2021-01-11 10:35:24 -08:00
180f917446
[KERNEL_GEN] Add a pattern for hlo.dyn_broadcast->linalg to enable is_inf kernel.
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PiperOrigin-RevId: 351179620
2021-01-11 10:13:31 -08:00
ecf1bf5132
[KERNEL_GEN] Add a canonicalization pattern to drop a redundant dynamic reshape.
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PiperOrigin-RevId: 351141868
2021-01-11 06:38:03 -08:00
47848764a5
Change hardcoded external/ include to match repository name
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This is the preferred name for the Bazel repository when included from
another project.
Note: These hardcoded "external/" includes are a horrible hack that we
can hopefully get rid of soon with more robust Bazel tablegen rules.
PiperOrigin-RevId: 350810768
2021-01-08 12:07:53 -08:00
ac38478350
Integrate LLVM at llvm/llvm-project@bcbdeafa9c
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Updates LLVM usage to match
[bcbdeafa9cb3](https://github.com/llvm/llvm-project/commit/bcbdeafa9cb3 )
PiperOrigin-RevId: 350763293
2021-01-08 07:57:20 -08:00
6c42f54298
[KERNEL_GEN] Restrict broadcast -> reshape canonicalization to identity dims.
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This is needed to avoid the case, when the broadcast_in_dims also performs permutation.
PiperOrigin-RevId: 350650342
2021-01-07 15:30:28 -08:00
a8c0f2b944
Integrate LLVM at llvm/llvm-project@7f7b0dc4e1
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Updates LLVM usage to match
[7f7b0dc4e15f](https://github.com/llvm/llvm-project/commit/7f7b0dc4e15f )
PiperOrigin-RevId: 350576840
2021-01-07 09:24:01 -08:00
49a540bf72
Integrate LLVM at llvm/llvm-project@d38a0258a5
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Updates LLVM usage to match
[d38a0258a5f4](https://github.com/llvm/llvm-project/commit/d38a0258a5f4 )
PiperOrigin-RevId: 350140950
2021-01-05 08:03:11 -08:00
095dc28e5c
[KERNEL_GEN] Add canonicalizaton pattern to drop a redundant broadcast op.
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PiperOrigin-RevId: 350105790
2021-01-05 03:01:00 -08:00
2727ed4cf2
Integrate LLVM at llvm/llvm-project@8bee4d4e8f
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Updates LLVM usage to match
[8bee4d4e8f54](https://github.com/llvm/llvm-project/commit/8bee4d4e8f54 )
PiperOrigin-RevId: 349678834
2020-12-31 07:35:45 -08:00
f8fbfdd061
Integrate LLVM at llvm/llvm-project@51a292d994
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Updates LLVM usage to match
[51a292d99453](https://github.com/llvm/llvm-project/commit/51a292d99453 )
PiperOrigin-RevId: 349610524
2020-12-30 15:45:59 -08:00
181f19881b
Integrate LLVM at llvm/llvm-project@2016f2c8a7
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Updates LLVM usage to match
[2016f2c8a76d](https://github.com/llvm/llvm-project/commit/2016f2c8a76d )
PiperOrigin-RevId: 349565754
2020-12-30 09:11:29 -08:00
2e215f75a5
Integrate LLVM at llvm/llvm-project@8001dcbd50
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Updates LLVM usage to match
[8001dcbd50ce](https://github.com/llvm/llvm-project/commit/8001dcbd50ce )
PiperOrigin-RevId: 349514172
2020-12-29 22:42:21 -08:00
a9e2b45bd5
Integrate LLVM at llvm/llvm-project@930c74f12d
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Updates LLVM usage to match
[930c74f12d79](https://github.com/llvm/llvm-project/commit/930c74f12d79 )
PiperOrigin-RevId: 349426692
2020-12-29 08:32:16 -08:00
50fc56a208
Fix header include.
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It should not have the third_party prefix, this doesn't work in open source.
PiperOrigin-RevId: 348905548
2020-12-24 01:40:31 -08:00
b0bf2ef45b
Integrate LLVM at llvm/llvm-project@c3acda0798
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Updates LLVM usage to match
[c3acda0798f9](https://github.com/llvm/llvm-project/commit/c3acda0798f9 )
PiperOrigin-RevId: 348896724
2020-12-23 23:53:54 -08:00
e3754d7b5c
[MLIR:HLO] Change LHLO Infeed to support multiple outputs.
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PiperOrigin-RevId: 348851612
2020-12-23 14:57:08 -08:00
bd8e768e23
[MLIR:HLO] Rename LMHLO Infeed and Outfeed to InfeedOp and OutfeedOp.
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- To be consistent with other operation names.
PiperOrigin-RevId: 348824379
2020-12-23 11:38:05 -08:00
8252eafa99
[NFC] Factor out repeated code out of InferFusibilityOpInterface.
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PiperOrigin-RevId: 348671671
2020-12-22 12:04:29 -08:00
bc367971ec
[MLIR:LHLO_GPU] Add additional constraints for batchnorm
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- Constrain batchnorm inputs and outputs to be fp memrefs.
PiperOrigin-RevId: 348665747
2020-12-22 11:30:40 -08:00
ccdd07f8e4
Prepare to remove tensor_load and tensor_store special handling from hlo to lhlo legalization.
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This updates the tests to no longer rely on tensor_store. Once all users of this behavior have adopted, the tensor_store support will be removed.
PiperOrigin-RevId: 348624899
2020-12-22 06:29:12 -08:00
c4accdcc41
Integrate LLVM at llvm/llvm-project@1b97cdf885
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Updates LLVM usage to match
[1b97cdf885d6](https://github.com/llvm/llvm-project/commit/1b97cdf885d6 )
PiperOrigin-RevId: 348587513
2020-12-21 23:49:18 -08:00
a42213b870
Define lowering of [l]mhlo.pow.
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For floating point operations, this uses std.pow.
For integer operations, this lowers to a loop.
This adds a dependency on scf.
PiperOrigin-RevId: 348537232
2020-12-21 15:27:40 -08:00
99a0ee378c
Integrate LLVM at llvm/llvm-project@511cfe9441
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Updates LLVM usage to match
[511cfe944195](https://github.com/llvm/llvm-project/commit/511cfe944195 )
PiperOrigin-RevId: 348482094
2020-12-21 09:50:18 -08:00
9fd87f5939
Integrate LLVM at llvm/llvm-project@f4c8b80318
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Updates LLVM usage to match
[f4c8b8031800](https://github.com/llvm/llvm-project/commit/f4c8b8031800 )
PiperOrigin-RevId: 348453089
2020-12-21 05:34:47 -08:00
ee74c519a6
Integrate LLVM at llvm/llvm-project@17b3ff511c
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Updates LLVM usage to match
[17b3ff511c0a](https://github.com/llvm/llvm-project/commit/17b3ff511c0a )
PiperOrigin-RevId: 348245062
2020-12-18 21:59:48 -08:00
1e36f6d38d
Integrate LLVM at llvm/llvm-project@9ca67d7f44
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Updates LLVM usage to match
[9ca67d7f4467](https://github.com/llvm/llvm-project/commit/9ca67d7f4467 )
PiperOrigin-RevId: 348211935
2020-12-18 13:09:17 -08:00
9466cffaf3
Restrict CHLO Acos and Sinh op lowering to non complex types
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These are failing for complex types. Complex types require special handling. We have a fallback lowering for these ops so we can disable complex element types for now.
PiperOrigin-RevId: 348205002
2020-12-18 11:32:10 -08:00
8d051723c0
Use InferTypeOpInterface for HLO AbsOp and fix result shape inference
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Shape inference in case of ops with complex element types need to use the element type of complex as the result element type and not the full operand type.
Before:
"mhlo.abs"(%arg0) : (tensor<4xcomplex<f32>>) -> tensor<4xtensor<4xcomplex<f32>>>
After:
"mhlo.abs"(%arg0) : (tensor<4xcomplex<f32>>) -> tensor<4xf32>
PiperOrigin-RevId: 348123967
2020-12-17 17:37:07 -08:00
43ede42ce1
Integrate LLVM at llvm/llvm-project@e113317958
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Updates LLVM usage to match
[e1133179587d](https://github.com/llvm/llvm-project/commit/e1133179587d )
PiperOrigin-RevId: 348115823
2020-12-17 16:35:29 -08:00
737d15ded5
Handle operands with zero elements in HLO PadOp folder
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PiperOrigin-RevId: 348034821
2020-12-17 09:27:36 -08:00
8134bff98d
[XLA:GPU] Add layout attributes to LHLO_GPU Convolution operations.
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- MLIR MemRefs do not preserve layout information correctly when unit dimensions
are involved. Operations like convolution that use cuDNN however need the correct
layout to be preserved so that we do not end up creating an incompatible combination
of input/filter/output layout that is not supported by cuDNN.
- Add these layouts to convolution attributes in the form of I32ArrayAttr for representing
the layout in "minor_to_major" form similar to XLA.
PiperOrigin-RevId: 348034757
2020-12-17 09:26:28 -08:00
dc7e63f74c
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: 348010582
2020-12-17 06:29:33 -08:00
1f244c3e2c
Fix SignOp lowering for floating point values.
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It didn't return 0 for 0.0 and -0.0.
Currently we emit -0.0 for -0.0 which is correct according to the HLO dialect.
For the TF_SignOp we should emit 0.0 in that case, we will leave that as a TODO.
Enable the tests which work now, and add another one for Int64.
Also improve the registration code, we should not register the Int32 kernel.
PiperOrigin-RevId: 347981124
2020-12-17 01:45:54 -08:00
099c130daf
Fix MLIR include paths.
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PiperOrigin-RevId: 347976151
2020-12-17 00:56:04 -08:00
5da9190dd9
Integrate LLVM at llvm/llvm-project@0cf7e4b252
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Updates LLVM usage to match
[0cf7e4b252fe](https://github.com/llvm/llvm-project/commit/0cf7e4b252fe )
PiperOrigin-RevId: 347948887
2020-12-16 20:30:17 -08:00
5a080ad795
Add Bazel build configuration to MLIR HLO standalone repo.
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Tested that this works in OSS in tree with `bazel build //...` and as a submodule in IREE.
PiperOrigin-RevId: 347919106
2020-12-16 16:23:31 -08:00
65222893ae
[KERNEL_GEN] Convert LHLO AddOp, SubOp (ComplexType) to complex ops.
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PiperOrigin-RevId: 347805898
2020-12-16 05:45:06 -08:00
61244b136c
Try to avoid a segfault if we don't support a lowering.
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It can happen that a lowering for a certain type is not implemented yet.
We should not segfault in such a case, but instead return a failure().
PiperOrigin-RevId: 347801106
2020-12-16 04:58:17 -08:00
e6e8920921
[KERNEL_GEN] Switch the pipeline to Linalg-on-Tensors.
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PiperOrigin-RevId: 347781190
2020-12-16 01:51:15 -08:00
5ab94a00a7
[mlir][NFC] Replace usages or mlir/IR/StandardTypes.h with mlir/IR/BuiltinTypes.h
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StandardTypes.h was moved to BuiltinTypes.h and is being removed.
PiperOrigin-RevId: 347751511
2020-12-15 21:28:18 -08:00
ccbf39842f
Integrate LLVM at llvm/llvm-project@7aeb3804c4
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Updates LLVM usage to match
[7aeb3804c46c](https://github.com/llvm/llvm-project/commit/7aeb3804c46c )
PiperOrigin-RevId: 347727361
2020-12-15 17:40:25 -08:00
A. Unique TensorFlower
Hanhan Wang
Rahul Joshi
Stephan Herhut
Alexander Belyaev
Geoffrey Martin-Noble
Adrian Kuegel
Tres Popp
Smit Hinsu
Christian Sigg
Phoenix Meadowlark
River Riddle