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Jacques Pienaar 95ba03534f Allow variadic operands/result in MHLO while 
This just adds support for it in the op, but keeps the production/uses as is (e.g., single tensor or tuple) matching what XLA export requires. In follow up here, would be to add pass for export to retuple and then the canonical form could be changed. Tuple'ing given control flow via regions & multi-result operations does not add representational power and all the get_tuple_element ops obscure the computation.

The old form allowed single tensor or tuple. The new variadic number of tensor or tuples as tuples may be nested, so the input could have (Tensor<..>, Tuple<Tensor<...>, Tuple<...>, ...>, Tensor<...>) and HLO_Tensor doesn't allow Tuples.

PiperOrigin-RevId: 378934388
 		2021-06-11 13:08:28 -07:00
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end2end Integrate LLVM at llvm/llvm-project@8396aeb07c 2021-03-31 08:01:34 -07:00
CMakeLists.txt Add CMake files and lit configurations, enough for `ninja check-mlir-hlo` to pass on all the tests 2020-08-07 22:14:34 -07:00
broadcast_propagation.mlir [MLIR][HLO] Extend broadcast propagation pass to enable more fusion 2021-06-09 03:03:37 -07:00
canonicalize.mlir Handle empty tensors in SimplifyConcatSlice. 2021-06-09 02:15:47 -07:00
chlo_infer_shape_type_methods.mlir Integrate LLVM at llvm/llvm-project@671f0e2e18 2021-04-28 16:37:53 -07:00
chlo_legalize_to_hlo_broadcasts.mlir Integrate LLVM at llvm/llvm-project@cb65419b1a 2021-05-26 04:47:24 -07:00
chlo_legalize_to_mhlo.mlir Fix Cosh approximation for F16. 2021-06-10 06:16:44 -07:00
chlo_ops.mlir [MLIR][HLO] Implement `RegionBranchOpInterface` for rank specialization cluster 2021-05-11 09:03:05 -07:00
concatenate.mlir Rename `xla_hlo` dialect to `mhlo` 2020-07-30 22:32:50 +00:00
convert.mlir [MHLO] Don't crash trying to constant fold mhlo.convert on complex 2021-05-11 05:15:57 -07:00
hlo-legalize-gather-to-torch-index-select.mlir Add a transform for Gathers to torch_index_select. 2020-07-30 22:34:32 +00:00
hlo-legalize-to-lhlo-only-dynamic.mlir PR #50100: [MLIR][DISC] Bufferize DynamicIotaOp and DynamicPadOp 2021-06-10 14:20:45 -07:00
hlo-legalize-to-lhlo-unranked.mlir PR #49454: [MLIR][DISC] Upgrade to use the new `reifyReturnTypeShapes` interface. 2021-05-24 10:11:55 -07:00
hlo-legalize-to-lhlo.mlir PR #49454: [MLIR][DISC] Upgrade to use the new `reifyReturnTypeShapes` interface. 2021-05-24 10:11:55 -07:00
hlo-legalize-to-linalg.mlir [MHLO:linalg] Be more aggressive about turning mhlo.const into std.constant 2021-06-07 11:58:23 -07:00
hlo-transform-unranked.mlir Lower ReluGrad via chlo::BroadcastSelect. 2021-05-04 01:03:02 -07:00
inlining.mlir Rename `xla_hlo` dialect to `mhlo` 2020-07-30 22:32:50 +00:00
legalize-control-flow.mlir Restrict MHLO control flow ops to single-block regions 2021-03-30 17:51:03 -07:00
legalize-to-std.mlir Integrate LLVM at llvm/llvm-project@b24436ac96 2021-03-23 12:20:17 -07:00
legalize-trigonometric-to-approximation.mlir Fix tanh lowering for NaN input. 2021-03-24 06:34:36 -07:00
legalize_to_scf.mlir Integrate LLVM at llvm/llvm-project@0cf7e4b252 2020-12-16 20:30:17 -08:00
lhlo-fuse-linalg.mlir Integrate LLVM at llvm/llvm-project@b24436ac96 2021-03-23 12:20:17 -07:00
lhlo-legalize-select-and-scatter.mlir Integrate LLVM at llvm/llvm-project@4b13b7581d 2021-04-27 12:19:05 -07:00
lhlo-legalize-tensor-load-op.mlir PR #49598: [MLIR][DISC] legalize tensor_load inserted during hlo-to-lhlo conversion 2021-06-01 16:27:56 -07:00
lhlo-legalize-to-affine.mlir PR #47315: [MLIR] Add concatenateOp lowering from lmhlo to Affine. 2021-04-14 11:06:38 -07:00
lhlo-legalize-to-gpu.mlir Integrate LLVM at llvm/llvm-project@678241795c 2021-03-16 13:33:00 -07:00
lhlo-legalize-to-linalg.mlir Integrate LLVM at llvm/llvm-project@da3ed58b97 2021-06-03 20:45:18 -07:00
lhlo-legalize-to-parallel-loops.mlir Integrate LLVM at llvm/llvm-project@678241795c 2021-03-16 13:33:00 -07:00
lhlo_gpu_ops.mlir [HLO] Adopt custom syntax for convolution dims and window attributes for LMHLO_GPU 2021-05-20 09:41:48 -07:00
lhlo_ops.mlir [HLO] Add custom print/parse for window attributes of convolutions (in LMHLO) 2021-05-14 09:47:25 -07:00
lit.cfg.py Add CMake files and lit configurations, enough for `ninja check-mlir-hlo` to pass on all the tests 2020-08-07 22:14:34 -07:00
lit.site.cfg.py.in Add license header to lit.site.cfg.py.in 2020-08-07 22:22:24 -07:00
lower-complex.mlir Generate Equal and NotEqual kernels for complex types. 2021-04-15 00:35:52 -07:00
lower-general-dot.mlir Cleanup build rule names in compiler/mlir/hlo to remove the redundant/obsolete xla_ prefix 2020-07-30 22:33:29 +00:00
materialize-broadcasts.mlir Cleanup build rule names in compiler/mlir/hlo to remove the redundant/obsolete xla_ prefix 2020-07-30 22:33:29 +00:00
mhlo-fusion.mlir Cleanup build rule names in compiler/mlir/hlo to remove the redundant/obsolete xla_ prefix 2020-07-30 22:33:29 +00:00
mhlo_infer_shape_type_methods.mlir [HLO:MLIR] Make binary op type reification emit shape_of instead of tensor ops 2021-03-11 02:01:35 -08:00
ops.mlir Allow variadic operands/result in MHLO while 2021-06-11 13:08:28 -07:00
optimize-hlo.mlir Add an optimization that converts some Gathers to Slices. 2020-07-30 22:34:10 +00:00
rank-specialization.mlir [MLIR][HLO] Find shape equivalences and use them for better rank specialization 2021-06-11 04:00:26 -07:00
reduce.mlir Integrate LLVM at llvm/llvm-project@cb65419b1a 2021-05-26 04:47:24 -07:00
reshape.mlir Rename `xla_hlo` dialect to `mhlo` 2020-07-30 22:32:50 +00:00
reverse.mlir Rename `xla_hlo` dialect to `mhlo` 2020-07-30 22:32:50 +00:00
sink-constants-to-control-flow.mlir Sink standard dialect constants in sink_constants_to_control_flow pass 2020-08-03 19:30:29 -07:00
transpose.mlir Rename `xla_hlo` dialect to `mhlo` 2020-07-30 22:32:50 +00:00
tuple.mlir Rename `xla_hlo` dialect to `mhlo` 2020-07-30 22:32:50 +00:00
unfuse_batch_norm.mlir Integrate LLVM at llvm/llvm-project@678241795c 2021-03-16 13:33:00 -07:00