[mlir][Linalg] Add a roundtrip test for indexed_generic op with tensors.

Summary:
After D72555 has been landed, `linalg.indexed_generic` also accepts ranked
tensor as input and output. Add a test for it.

Differential Revision: https://reviews.llvm.org/D74267
This commit is contained in:
Hanhan Wang 2020-02-07 19:30:55 -05:00 committed by hanhanW
parent bc8e442188
commit 4687822b9e
1 changed files with 35 additions and 0 deletions

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@ -310,6 +310,41 @@ func @generic_with_tensor_input_and_output(
// -----
func @foo(%i: index, %j: index, %k: index, %0: vector<3x4xi4>, %1: f32) -> f32 {
%f0 = constant 0.0 : f32
return %f0 : f32
}
#accesses = [
affine_map<(i, j, k) -> (j, i)>,
affine_map<(i, j, k) -> (i, k, i + j)>
]
#trait2 = {
args_in = 2,
args_out = 1,
indexing_maps = #accesses,
iterator_types = ["parallel", "parallel", "parallel"],
fun = @foo,
library_call = "some_external_function_name_1"
}
func @indexed_generic_with_tensor_input_and_output(
%arg0: tensor<?x?xvector<3x4xi4>>, %arg1: tensor<?x?x?xf32>)
-> (tensor<?x?x?xf32>) {
%0 = linalg.indexed_generic #trait2 %arg0, %arg1 {foo = 1} :
tensor<?x?xvector<3x4xi4>>, tensor<?x?x?xf32> -> tensor<?x?x?xf32>
return %0 : tensor<?x?x?xf32>
}
// CHECK-LABEL: func @indexed_generic_with_tensor_input_and_output
// CHECK: linalg.indexed_generic {args_in = 2 : i64, args_out = 1 : i64, fun = @foo,
// CHECK-SAME: indexing_maps = [#{{.*}}, #{{.*}}], iterator_types = ["parallel", "parallel", "parallel"],
// CHECK-SAME: library_call = "some_external_function_name_1"} %{{.*}}, %{{.*}} {foo = 1 : i64}:
// CHECK-SAME: tensor<?x?xvector<3x4xi4>>, tensor<?x?x?xf32> -> tensor<?x?x?xf32>
// CHECK: return {{.*}} : tensor<?x?x?xf32>
// -----
// CHECK-DAG: #[[strided2D:.*]] = affine_map<(d0, d1)[s0, s1] -> (d0 * s1 + s0 + d1)>
// CHECK-DAG: #[[strided3D:.*]] = affine_map<(d0, d1, d2)[s0, s1, s2] -> (d0 * s1 + s0 + d1 * s2 + d2)>