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459 Commits

Author SHA1 Message Date
River Riddle f89244381d [mlir][NFC] Replace usages of Function.h and Module.h with BuiltinOps.h 
This is part of a larger refactoring cleaning up the BuiltinDialect of MLIR.

PiperOrigin-RevId: 345085278
 2020-12-01 13:18:06 -08:00
A. Unique TensorFlower eb9015a2b0 Integrate LLVM at llvm/llvm-project@bb993b1d9d 
Updates LLVM usage to match
[bb993b1d9de3](https://github.com/llvm/llvm-project/commit/bb993b1d9de3)

PiperOrigin-RevId: 345083620
 2020-12-01 13:09:14 -08:00
A. Unique TensorFlower 7138157ed9 Integrate LLVM at llvm/llvm-project@523775f967 
Updates LLVM usage to match
[523775f96742](https://github.com/llvm/llvm-project/commit/523775f96742)

PiperOrigin-RevId: 345009972
 2020-12-01 06:47:02 -08:00
A. Unique TensorFlower fd286b11f1 Integrate LLVM at llvm/llvm-project@40659cd2c6 
Updates LLVM usage to match
[40659cd2c6f4](https://github.com/llvm/llvm-project/commit/40659cd2c6f4)

PiperOrigin-RevId: 344995763
 2020-12-01 04:41:59 -08:00
A. Unique TensorFlower 00ab6722ac Integrate LLVM at llvm/llvm-project@d928dfc6f9 
Updates LLVM usage to match
[d928dfc6f924](https://github.com/llvm/llvm-project/commit/d928dfc6f924)

PiperOrigin-RevId: 344948827
 2020-11-30 21:45:24 -08:00
A. Unique TensorFlower 37b1110ae0 Integrate LLVM at llvm/llvm-project@8cdf4920c4 
Updates LLVM usage to match
[8cdf4920c47d](https://github.com/llvm/llvm-project/commit/8cdf4920c47d)

PiperOrigin-RevId: 344933001
 2020-11-30 19:06:43 -08:00
A. Unique TensorFlower 3f815138b6 Integrate LLVM at llvm/llvm-project@750049d78b 
Updates LLVM usage to match
[750049d78b74](https://github.com/llvm/llvm-project/commit/750049d78b74)

PiperOrigin-RevId: 344889997
 2020-11-30 14:32:11 -08:00
Rahul Joshi 5350b8080d [NFC] Add default value for attributes in lmhlo::FusionOp custom builder. 
PiperOrigin-RevId: 344856882
 2020-11-30 11:47:39 -08:00
A. Unique TensorFlower a4a3e9b73c Integrate LLVM at llvm/llvm-project@234a5297aa 
Updates LLVM usage to match
[234a5297aa00](https://github.com/llvm/llvm-project/commit/234a5297aa00)

PiperOrigin-RevId: 344824858
 2020-11-30 09:17:33 -08:00
A. Unique TensorFlower dd15c6cd84 [MLIR][KernelGen] Generate assertion message in `transform_unranked_hlo` pass 
Use constant to generate the correct assertion message. This avoids
confusion when lowering the max rank specialization for debugging.

PiperOrigin-RevId: 344769021
 2020-11-30 01:41:09 -08:00
Benjamin Kramer 1fe04c0aff Integrate LLVM at llvm/llvm-project@564628014c 
Updates LLVM usage to match
[564628014c40](https://github.com/llvm/llvm-project/commit/564628014c40)

PiperOrigin-RevId: 344542990
 2020-11-27 10:05:28 -08:00
Adrian Kuegel d14c63da54 Add a canonicalization pattern to remove redundant dynamic_reshapes. 
PiperOrigin-RevId: 344517381
 2020-11-27 04:46:50 -08:00
Stephan Herhut f183e95e69 Register the new branch op rewrite patterns in hlo to lhlo conversion 
for good measure.

PiperOrigin-RevId: 344512196
 2020-11-27 03:44:28 -08:00
Benjamin Kramer d617f3edb6 Integrate LLVM at llvm/llvm-project@b33fbbaa34 
Updates LLVM usage to match
[b33fbbaa34f0](https://github.com/llvm/llvm-project/commit/b33fbbaa34f0)

PiperOrigin-RevId: 344510775
 2020-11-27 03:28:09 -08:00
Benjamin Kramer df244927d3 Integrate LLVM at llvm/llvm-project@20c926e079 
Updates LLVM usage to match
[20c926e0797e](https://github.com/llvm/llvm-project/commit/20c926e0797e)

PiperOrigin-RevId: 344437441
 2020-11-26 10:12:18 -08:00
Adrian Kuegel 6a71a84302 Support different input/output type for TransformUnrankedHlo. 
Also generate the tf.Equal kernel, now that it works.

PiperOrigin-RevId: 344402014
 2020-11-26 04:20:34 -08:00
Benjamin Kramer 1b98bf5fab Integrate LLVM at llvm/llvm-project@54ec9bb551 
Updates LLVM usage to match
[54ec9bb5510d](https://github.com/llvm/llvm-project/commit/54ec9bb5510d)

PiperOrigin-RevId: 344400393
 2020-11-26 04:06:38 -08:00
A. Unique TensorFlower 651afab874 Integrate LLVM at llvm/llvm-project@dc35368ccf 
Updates LLVM usage to match
[dc35368ccf17](https://github.com/llvm/llvm-project/commit/dc35368ccf17)

PiperOrigin-RevId: 344332738
 2020-11-25 16:16:33 -08:00
Alexander Belyaev 5583c63cab [KERNEL_GEN] Add unranked Conj kernel. 
PiperOrigin-RevId: 344243271
 2020-11-25 06:37:26 -08:00
Benjamin Kramer a6948f6b41 Integrate LLVM at llvm/llvm-project@a38d13ed36 
Updates LLVM usage to match
[a38d13ed3635](https://github.com/llvm/llvm-project/commit/a38d13ed3635)

PiperOrigin-RevId: 344235713
 2020-11-25 05:33:34 -08:00
A. Unique TensorFlower 42345f41f7 Integrate LLVM at llvm/llvm-project@e0f4dea0d0 
Updates LLVM usage to match
[e0f4dea0d0f1](https://github.com/llvm/llvm-project/commit/e0f4dea0d0f1)

PiperOrigin-RevId: 344202478
 2020-11-25 00:27:24 -08:00
A. Unique TensorFlower e970a97efb Integrate LLVM at llvm/llvm-project@42eaf4fe0a 
Updates LLVM usage to match
[42eaf4fe0ade](https://github.com/llvm/llvm-project/commit/42eaf4fe0ade)

PiperOrigin-RevId: 344158599
 2020-11-24 17:12:52 -08:00
Tim Shen 3e01448481 [MLIR] Move some walk()ing functions to the lmhlo::FusionOp API. 
PiperOrigin-RevId: 344109366
 2020-11-24 12:23:57 -08:00
Lucy Fox 85f92a1651 [KernelGen] Lower tf.Erf and tf.Erfc ops to CHLO. 
This does not include the lowerings from CHLO to LMHLO.

PiperOrigin-RevId: 344091604
 2020-11-24 10:55:43 -08:00
Benjamin Kramer 9f20ef0581 Integrate LLVM at llvm/llvm-project@5ce85e6635 
Updates LLVM usage to match
[5ce85e66358a](https://github.com/llvm/llvm-project/commit/5ce85e66358a)

PiperOrigin-RevId: 344079124
 2020-11-24 09:53:42 -08:00
Benjamin Kramer 80d7342ae3 Integrate LLVM at llvm/llvm-project@fd92c5dbee 
Updates LLVM usage to match
[fd92c5dbeeeb](https://github.com/llvm/llvm-project/commit/fd92c5dbeeeb)

PiperOrigin-RevId: 344036276
 2020-11-24 05:14:33 -08:00
Smit Hinsu b016b5a219 Fix constant folding of mhlo.convert op with i1 element types 
Boolean element values should be fetched as an unsigned integer and not signed integer which would return -1 for true.

Added to a TODO to handle unsigned types correctly as well as we don't seem to be using unsigned types.

PiperOrigin-RevId: 343927564
 2020-11-23 14:18:28 -08:00
Benjamin Kramer 2ac41d8cd2 Integrate LLVM at llvm/llvm-project@76bd4444e3 
Updates LLVM usage to match
[76bd4444e361](https://github.com/llvm/llvm-project/commit/76bd4444e361)

PiperOrigin-RevId: 343875803
 2020-11-23 10:18:01 -08:00
Rahul Joshi ac54c5ccfa [XLA:GPU] Convert Cholesky custom call in XLA HLO to LHLO GPU Dialect. 
- Restructured LHLO GPU Cholesky to better match XLA HLO by eliminating the
  untyped buffer and changing is_upper attribute to is_lower.
- Change LhloDialectEmitter to emit LHLO GPU Cholesky operation.

PiperOrigin-RevId: 343873516
 2020-11-23 10:06:21 -08:00
Benjamin Kramer aa4d33149a Integrate LLVM at llvm/llvm-project@3c696a212b 
Updates LLVM usage to match
[3c696a212ba4](https://github.com/llvm/llvm-project/commit/3c696a212ba4)

PiperOrigin-RevId: 343828493
 2020-11-23 04:56:02 -08:00
A. Unique TensorFlower e21731d54a Integrate LLVM at llvm/llvm-project@1b749c0cb5 
Updates LLVM usage to match
[1b749c0cb5c0](https://github.com/llvm/llvm-project/commit/1b749c0cb5c0)

PiperOrigin-RevId: 343583560
 2020-11-20 16:10:59 -08:00
Tim Shen 5a6edaa588 Roll-forward with fix: 
[XLA/GPU] Migrate nested reduce emitter to take LMHLO.

PiperOrigin-RevId: 343582798
 2020-11-20 16:06:58 -08:00
A. Unique TensorFlower f849c45b74 Integrate LLVM at llvm/llvm-project@95ce9fbc23 
Updates LLVM usage to match
[95ce9fbc235a](https://github.com/llvm/llvm-project/commit/95ce9fbc235a)

PiperOrigin-RevId: 343496733
 2020-11-20 08:27:13 -08:00
A. Unique TensorFlower fd758e3efb Integrate LLVM at llvm/llvm-project@0caa82e2ac 
Updates LLVM usage to match
[0caa82e2ac53](https://github.com/llvm/llvm-project/commit/0caa82e2ac53)

PiperOrigin-RevId: 343483451
 2020-11-20 06:46:41 -08:00
A. Unique TensorFlower 1efc5f9675 Integrate LLVM at llvm/llvm-project@1a7d7f423e 
Updates LLVM usage to match
[1a7d7f423e75](https://github.com/llvm/llvm-project/commit/1a7d7f423e75)

PiperOrigin-RevId: 343435160
 2020-11-19 22:25:55 -08:00
A. Unique TensorFlower bae7c7bd2b [XLA/GPU] Migrate nested reduce emitter to take LMHLO. 
PiperOrigin-RevId: 343388053
 2020-11-19 16:00:58 -08:00
Tim Shen 303181924c [XLA/GPU] Migrate nested reduce emitter to take LMHLO. 
PiperOrigin-RevId: 343373088
 2020-11-19 14:41:55 -08:00
A. Unique TensorFlower 88642f58d3 Integrate LLVM at llvm/llvm-project@620adacf87 
Updates LLVM usage to match
[620adacf87a3](https://github.com/llvm/llvm-project/commit/620adacf87a3)

PiperOrigin-RevId: 343307878
 2020-11-19 09:37:20 -08:00
A. Unique TensorFlower e742da06dc Integrate LLVM at llvm/llvm-project@1983acce7c 
Updates LLVM usage to match
[1983acce7c4d](https://github.com/llvm/llvm-project/commit/1983acce7c4d)

PiperOrigin-RevId: 343260267
 2020-11-19 03:45:15 -08:00
A. Unique TensorFlower 7f239c7ba2 Add canonicalizer for Reshape(Broadcast(X)) pattern when it is an identity sequence 
PiperOrigin-RevId: 343251257
 2020-11-19 02:32:45 -08:00
A. Unique TensorFlower 61537008f4 Integrate LLVM at llvm/llvm-project@6b1341eb5b 
Updates LLVM usage to match
[6b1341eb5bb7](https://github.com/llvm/llvm-project/commit/6b1341eb5bb7)

PiperOrigin-RevId: 343243049
 2020-11-19 01:18:46 -08:00
A. Unique TensorFlower a4ae116b4d Integrate LLVM at llvm/llvm-project@5824a572ad 
Updates LLVM usage to match
[5824a572adb5](https://github.com/llvm/llvm-project/commit/5824a572adb5)

PiperOrigin-RevId: 343223895
 2020-11-18 22:17:37 -08:00
A. Unique TensorFlower 1a62ea1b95 Integrate LLVM at llvm/llvm-project@8c1e3cbebf 
Updates LLVM usage to match
[8c1e3cbebfe9](https://github.com/llvm/llvm-project/commit/8c1e3cbebfe9)

PiperOrigin-RevId: 343125876
 2020-11-18 11:57:00 -08:00
A. Unique TensorFlower 000dfa0e59 Integrate LLVM at llvm/llvm-project@2be5698704 
Updates LLVM usage to match
[2be569870486](https://github.com/llvm/llvm-project/commit/2be569870486)

PiperOrigin-RevId: 343060898
 2020-11-18 05:34:45 -08:00
A. Unique TensorFlower b789b9d76e Integrate LLVM at llvm/llvm-project@b2613fb2f0 
Updates LLVM usage to match
[b2613fb2f0f5](https://github.com/llvm/llvm-project/commit/b2613fb2f0f5)

PiperOrigin-RevId: 343012713
 2020-11-17 22:06:00 -08:00
A. Unique TensorFlower bba9968ff0 Integrate LLVM at llvm/llvm-project@499bce3aba 
Updates LLVM usage to match
[499bce3abab8](https://github.com/llvm/llvm-project/commit/499bce3abab8)

PiperOrigin-RevId: 342921326
 2020-11-17 12:30:18 -08:00
A. Unique TensorFlower 7a6a6ffa40 Integrate LLVM at llvm/llvm-project@65f3e121fe 
Updates LLVM usage to match
[65f3e121fe4f](https://github.com/llvm/llvm-project/commit/65f3e121fe4f)

PiperOrigin-RevId: 342859791
 2020-11-17 07:38:03 -08:00
Stephan Herhut 0c7152e65c Extend fusion root heuristic to also work in partially bufferized programs. 
We now follow data flow though tensor_cast, tensor_load and tensor_to_memref
operations.

PiperOrigin-RevId: 342851104
 2020-11-17 06:34:48 -08:00
A. Unique TensorFlower d9113e0b4d Integrate LLVM at llvm/llvm-project@a8db144169 
Updates LLVM usage to match
[a8db14416927](https://github.com/llvm/llvm-project/commit/a8db14416927)

PiperOrigin-RevId: 342613747
 2020-11-16 05:13:36 -08:00
Tres Popp be9ae88eaa Consider aliases through control flow for lhlo-fuse-linalg. 
This should handle scf.if and shape.assuming regions,
which we care about in kernel_gen.

PiperOrigin-RevId: 342584762
 2020-11-16 01:12:45 -08:00