[Mlir-commits] [mlir] [mlir][vector] Add deinterleave operation to vector dialect (PR #92409)
Mubashar Ahmad
llvmlistbot at llvm.org
Tue May 21 08:49:07 PDT 2024
https://github.com/mub-at-arm updated https://github.com/llvm/llvm-project/pull/92409
>From c396b74918b63af6a9d12871688089baf3ff205e Mon Sep 17 00:00:00 2001
From: "Mubashar.Ahmad at arm.com" <mubashar.ahmad at arm.com>
Date: Thu, 16 May 2024 12:28:34 +0000
Subject: [PATCH 1/2] [mlir][VectorOps] Add deinterleave operation to vector
dialect
The deinterleave operation constructs two vectors from a single input
vector. Each new vector is the collection of even and odd elements
from the input, respectively. This is essentially the inverse of an
interleave operation.
Each output's size is half of the input vector's trailing dimension
for the n-D case and only dimension for 1-D cases. It is not possible
to conduct the operation on 0-D inputs or vectors where the size of
the (trailing) dimension is 1.
The operation supports scalable vectors.
Example:
```mlir
%0 = vector.deinterleave %a
: vector<[4]xi32> ; yields vector<[2]xi32>, vector<[2]xi32>
%1 = vector.deinterleave %b
: vector<8xi8> ; yields vector<4xi8>, vector<4xi8>
%2 = vector.deinterleave %c
: vector<2x8xf32> ; yields vector<2x4xf32>, vector<2x4xf32>
%3 = vector.deinterleave %d
: vector<2x4x[6]xf64> ; yields vector<2x4x[3]xf64>, vector<2x4x[3]xf64>
```
---
.../mlir/Dialect/Vector/IR/VectorOps.td | 76 +++++++++++++++++++
mlir/test/Dialect/Vector/invalid.mlir | 56 ++++++++++++++
mlir/test/Dialect/Vector/ops.mlir | 42 ++++++++++
3 files changed, 174 insertions(+)
diff --git a/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td b/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
index 332b5ad08ced9..1e7e0a1715178 100644
--- a/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
+++ b/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
@@ -543,6 +543,82 @@ def Vector_InterleaveOp :
}];
}
+class ResultIsHalfSourceVectorType<string result> : TypesMatchWith<
+ "type of 'input' is double the width of results",
+ "input", result,
+ [{
+ [&]() -> ::mlir::VectorType {
+ auto vectorType = ::llvm::cast<mlir::VectorType>($_self);
+ ::mlir::VectorType::Builder builder(vectorType);
+ auto lastDim = vectorType.getRank() - 1;
+ auto newDimSize = vectorType.getDimSize(lastDim) / 2;;
+ if (newDimSize <= 0)
+ return vectorType; // (invalid input type)
+ return builder.setDim(lastDim, newDimSize);
+ }()
+ }]
+>;
+
+def Vector_DeinterleaveOp :
+ Vector_Op<"deinterleave", [Pure,
+ PredOpTrait<"trailing dimension of input vector must be an even number",
+ CPred<[{
+ [&](){
+ auto srcVec = getSourceVectorType();
+ return srcVec.getDimSize(srcVec.getRank() - 1) % 2 == 0;
+ }()
+ }]>>,
+ ResultIsHalfSourceVectorType<"res1">,
+ ResultIsHalfSourceVectorType<"res2">,
+ AllTypesMatch<["res1", "res2"]>
+ ]> {
+ let summary = "constructs two vectors by deinterleaving an input vector";
+ let description = [{
+ The deinterleave operation constructs two vectors from a single input
+ vector. Each new vector is the collection of even and odd elements
+ from the input, respectively. This is essentially the inverse of an
+ interleave operation.
+
+ Each output's size is half of the input vector's trailing dimension
+ for the n-D case and only dimension for 1-D cases. It is not possible
+ to conduct the operation on 0-D inputs or vectors where the size of
+ the (trailing) dimension is 1.
+
+ The operation supports scalable vectors.
+
+ Example:
+ ```mlir
+ %0 = vector.deinterleave %a
+ : vector<[4]xi32> ; yields vector<[2]xi32>, vector<[2]xi32>
+ %1 = vector.deinterleave %b
+ : vector<8xi8> ; yields vector<4xi8>, vector<4xi8>
+ %2 = vector.deinterleave %c
+ : vector<2x8xf32> ; yields vector<2x4xf32>, vector<2x4xf32>
+ %3 = vector.deinterleave %d
+ : vector<2x4x[6]xf64> ; yields vector<2x4x[3]xf64>, vector<2x4x[3]xf64>
+ ```
+ }];
+
+ let arguments = (ins AnyVector:$input);
+ let results = (outs AnyVector:$res1, AnyVector:$res2);
+
+ let assemblyFormat = [{
+ $input attr-dict `:` type($input)
+ }];
+
+ let extraClassDeclaration = [{
+ VectorType getSourceVectorType() {
+ return ::llvm::cast<VectorType>(getInput().getType());
+ }
+ VectorType getResultOneVectorType() {
+ return ::llvm::cast<VectorType>(getRes1().getType());
+ }
+ VectorType getResultTwoVectorType() {
+ return ::llvm::cast<VectorType>(getRes2().getType());
+ }
+ }];
+ }
+
def Vector_ExtractElementOp :
Vector_Op<"extractelement", [Pure,
TypesMatchWith<"result type matches element type of vector operand",
diff --git a/mlir/test/Dialect/Vector/invalid.mlir b/mlir/test/Dialect/Vector/invalid.mlir
index c9f7e9c6e2fb0..25cacc6fdf93d 100644
--- a/mlir/test/Dialect/Vector/invalid.mlir
+++ b/mlir/test/Dialect/Vector/invalid.mlir
@@ -1798,3 +1798,59 @@ func.func @invalid_outerproduct1(%src : memref<?xf32>) {
// expected-error @+1 {{'vector.outerproduct' op expected 1-d vector for operand #1}}
%op = vector.outerproduct %0, %1 : vector<[4]x[4]xf32>, vector<[4]xf32>
}
+
+// -----
+
+func.func @deinterleave_zero_dim_fail(%vec : vector<f32>) {
+ // expected-error @+1 {{'vector.deinterleave' 'input' must be vector of any type values, but got 'vector<f32>'}}
+ %0, %1 = vector.deinterleave %vec : vector<f32>
+ return
+}
+
+// -----
+
+func.func @deinterleave_one_dim_fail(%vec : vector<1xf32>) {
+ // expected-error @+1 {{'vector.deinterleave' op failed to verify that trailing dimension of input vector must be an even number}}
+ %0, %1 = vector.deinterleave %vec : vector<1xf32>
+ return
+}
+
+// -----
+
+func.func @deinterleave_oversized_output_fail(%vec : vector<4xf32>) {
+ // expected-error @+1 {{'vector.deinterleave' op failed to verify that type of 'input' is double the width of results}}
+ %0, %1 = "vector.deinterleave" (%vec) : (vector<4xf32>) -> (vector<8xf32>, vector<8xf32>)
+ return
+}
+
+// -----
+
+func.func @deinterleave_output_dim_size_mismatch(%vec : vector<4xf32>) {
+ // expected-error @+1 {{'vector.deinterleave' op failed to verify that type of 'input' is double the width of results}}
+ %0, %1 = "vector.deinterleave" (%vec) : (vector<4xf32>) -> (vector<4xf32>, vector<2xf32>)
+ return
+}
+
+// -----
+
+func.func @deinterleave_n_dim_rank_fail(%vec : vector<2x3x4xf32>) {
+ // expected-error @+1 {{'vector.deinterleave' op failed to verify that type of 'input' is double the width of results}}
+ %0, %1 = "vector.deinterleave" (%vec) : (vector<2x3x4xf32>) -> (vector<2x3x4xf32>, vector<2x3x2xf32>)
+ return
+}
+
+// -----
+
+func.func @deinterleave_scalable_dim_size_fail(%vec : vector<2x[4]xf32>) {
+ // expected-error @+1 {{'vector.deinterleave' op failed to verify that type of 'input' is double the width of results}}
+ %0, %1 = "vector.deinterleave" (%vec) : (vector<2x[4]xf32>) -> (vector<2x[2]xf32>, vector<2x[1]xf32>)
+ return
+}
+
+// -----
+
+func.func @deinterleave_scalable_rank_fail(%vec : vector<2x[4]xf32>) {
+ // expected-error @+1 {{'vector.deinterleave' op failed to verify that type of 'input' is double the width of results}}
+ %0, %1 = "vector.deinterleave" (%vec) : (vector<2x[4]xf32>) -> (vector<2x[2]xf32>, vector<[2]xf32>)
+ return
+}
\ No newline at end of file
diff --git a/mlir/test/Dialect/Vector/ops.mlir b/mlir/test/Dialect/Vector/ops.mlir
index 79a80be4f8b20..a6a992f23a4ba 100644
--- a/mlir/test/Dialect/Vector/ops.mlir
+++ b/mlir/test/Dialect/Vector/ops.mlir
@@ -1116,3 +1116,45 @@ func.func @interleave_2d_scalable(%a: vector<2x[2]xf64>, %b: vector<2x[2]xf64>)
%0 = vector.interleave %a, %b : vector<2x[2]xf64>
return %0 : vector<2x[4]xf64>
}
+
+// CHECK-LABEL: @deinterleave_1d
+func.func @deinterleave_1d(%arg: vector<4xf32>) -> (vector<2xf32>, vector<2xf32>) {
+ // CHECK: vector.deinterleave %{{.*}} : vector<4xf32>
+ %0, %1 = vector.deinterleave %arg : vector<4xf32>
+ return %0, %1 : vector<2xf32>, vector<2xf32>
+}
+
+// CHECK-LABEL: @deinterleave_1d_scalable
+func.func @deinterleave_1d_scalable(%arg: vector<[4]xf32>) -> (vector<[2]xf32>, vector<[2]xf32>) {
+ // CHECK: vector.deinterleave %{{.*}} : vector<[4]xf32>
+ %0, %1 = vector.deinterleave %arg : vector<[4]xf32>
+ return %0, %1 : vector<[2]xf32>, vector<[2]xf32>
+}
+
+// CHECK-LABEL: @deinterleave_2d
+func.func @deinterleave_2d(%arg: vector<3x4xf32>) -> (vector<3x2xf32>, vector<3x2xf32>) {
+ // CHECK: vector.deinterleave %{{.*}} : vector<3x4xf32>
+ %0, %1 = vector.deinterleave %arg : vector<3x4xf32>
+ return %0, %1 : vector<3x2xf32>, vector<3x2xf32>
+}
+
+// CHECK-LABEL: @deinterleave_2d_scalable
+func.func @deinterleave_2d_scalable(%arg: vector<3x[4]xf32>) -> (vector<3x[2]xf32>, vector<3x[2]xf32>) {
+ // CHECK: vector.deinterleave %{{.*}} : vector<3x[4]xf32>
+ %0, %1 = vector.deinterleave %arg : vector<3x[4]xf32>
+ return %0, %1 : vector<3x[2]xf32>, vector<3x[2]xf32>
+}
+
+// CHECK-LABEL: @deinterleave_nd
+func.func @deinterleave_nd(%arg: vector<2x3x4x6xf32>) -> (vector<2x3x4x3xf32>, vector<2x3x4x3xf32>) {
+ // CHECK: vector.deinterleave %{{.*}} : vector<2x3x4x6xf32>
+ %0, %1 = vector.deinterleave %arg : vector<2x3x4x6xf32>
+ return %0, %1 : vector<2x3x4x3xf32>, vector<2x3x4x3xf32>
+}
+
+// CHECK-LABEL: @deinterleave_nd_scalable
+func.func @deinterleave_nd_scalable(%arg:vector<2x3x4x[6]xf32>) -> (vector<2x3x4x[3]xf32>, vector<2x3x4x[3]xf32>) {
+ // CHECK: vector.deinterleave %{{.*}} : vector<2x3x4x[6]xf32>
+ %0, %1 = vector.deinterleave %arg : vector<2x3x4x[6]xf32>
+ return %0, %1 : vector<2x3x4x[3]xf32>, vector<2x3x4x[3]xf32>
+}
\ No newline at end of file
>From ef12d1431c80fd3d169c498819456ec9b1d7d30b Mon Sep 17 00:00:00 2001
From: "Mubashar.Ahmad at arm.com" <mubashar.ahmad at arm.com>
Date: Thu, 16 May 2024 12:28:34 +0000
Subject: [PATCH 2/2] [mlir][VectorOps] Add deinterleave operation to vector
dialect
The deinterleave operation constructs two vectors from a single input
vector. Each new vector is the collection of even and odd elements
from the input, respectively. This is essentially the inverse of an
interleave operation.
Each output's size is half of the input vector's trailing dimension
for the n-D case and only dimension for 1-D cases. It is not possible
to conduct the operation on 0-D inputs or vectors where the size of
the (trailing) dimension is 1.
The operation supports scalable vectors.
Example:
```mlir
%0 = vector.deinterleave %a
: vector<[4]xi32> -> vector<[2]xi32>
%1 = vector.deinterleave %b
: vector<8xi8> -> vector<4xi8>
%2 = vector.deinterleave %c
: vector<2x8xf32> -> vector<2x4xf32>
%3 = vector.deinterleave %d
: vector<2x4x[6]xf64> -> vector<2x4x[3]xf64>
```
---
.../mlir/Dialect/Vector/IR/VectorOps.td | 62 ++++++++++---------
mlir/test/Dialect/Vector/invalid.mlir | 20 +++---
mlir/test/Dialect/Vector/ops.mlir | 26 ++++----
3 files changed, 56 insertions(+), 52 deletions(-)
diff --git a/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td b/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
index 1e7e0a1715178..bfbb40405c3c1 100644
--- a/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
+++ b/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
@@ -544,8 +544,8 @@ def Vector_InterleaveOp :
}
class ResultIsHalfSourceVectorType<string result> : TypesMatchWith<
- "type of 'input' is double the width of results",
- "input", result,
+ "the trailing dimension of the results is half the width of source trailing dimension",
+ "source", result,
[{
[&]() -> ::mlir::VectorType {
auto vectorType = ::llvm::cast<mlir::VectorType>($_self);
@@ -559,63 +559,67 @@ class ResultIsHalfSourceVectorType<string result> : TypesMatchWith<
}]
>;
-def Vector_DeinterleaveOp :
- Vector_Op<"deinterleave", [Pure,
- PredOpTrait<"trailing dimension of input vector must be an even number",
+def SourceVectorEvenElementCount : PredOpTrait<
+ "the trailing dimension of the source vector has an even number of elements",
CPred<[{
[&](){
auto srcVec = getSourceVectorType();
return srcVec.getDimSize(srcVec.getRank() - 1) % 2 == 0;
}()
- }]>>,
+ }]>
+>;
+
+def Vector_DeinterleaveOp :
+ Vector_Op<"deinterleave", [Pure,
+ SourceVectorEvenElementCount,
ResultIsHalfSourceVectorType<"res1">,
- ResultIsHalfSourceVectorType<"res2">,
AllTypesMatch<["res1", "res2"]>
]> {
let summary = "constructs two vectors by deinterleaving an input vector";
let description = [{
The deinterleave operation constructs two vectors from a single input
- vector. Each new vector is the collection of even and odd elements
- from the input, respectively. This is essentially the inverse of an
- interleave operation.
+ vector. The first result vector contains the elements from even indexes
+ of the input, and the second contains elements from odd indexes. This is
+ the inverse of a `vector.interleave` operation.
- Each output's size is half of the input vector's trailing dimension
- for the n-D case and only dimension for 1-D cases. It is not possible
- to conduct the operation on 0-D inputs or vectors where the size of
- the (trailing) dimension is 1.
+ Each output's trailing dimension is half of the size of the input
+ vector's trailing dimension. This operation requires the input vector
+ to have a rank > 0 and an even number of elements in its trailing
+ dimension.
The operation supports scalable vectors.
Example:
```mlir
- %0 = vector.deinterleave %a
- : vector<[4]xi32> ; yields vector<[2]xi32>, vector<[2]xi32>
- %1 = vector.deinterleave %b
- : vector<8xi8> ; yields vector<4xi8>, vector<4xi8>
- %2 = vector.deinterleave %c
- : vector<2x8xf32> ; yields vector<2x4xf32>, vector<2x4xf32>
- %3 = vector.deinterleave %d
- : vector<2x4x[6]xf64> ; yields vector<2x4x[3]xf64>, vector<2x4x[3]xf64>
+ %0, %1 = vector.deinterleave %a
+ :vector<8xi8> -> vector<4xi8>
+ %2, %3 = vector.deinterleave %b
+ : vector<2x8xi8> -> vector<2x4xi8>
+ %4, %5 = vector.deinterleave %b
+ : vector<2x8x4xi8> -> vector<2x8x2xi8>
+ %6, %7 = vector.deinterleave %c
+ : vector<[8]xf32> -> vector<[4]xf32>
+ %8, %9 = vector.deinterleave %d
+ : vector<2x[6]xf64> -> vector<2x[3]xf64>
+ %10, %11 = vector.deinterleave %d
+ : vector<2x4x[6]xf64> -> vector<2x4x[3]xf64>
```
}];
- let arguments = (ins AnyVector:$input);
+ let arguments = (ins AnyVector:$source);
let results = (outs AnyVector:$res1, AnyVector:$res2);
let assemblyFormat = [{
- $input attr-dict `:` type($input)
+ $source attr-dict `:` type($source) `->` type($res1)
}];
let extraClassDeclaration = [{
VectorType getSourceVectorType() {
- return ::llvm::cast<VectorType>(getInput().getType());
+ return ::llvm::cast<VectorType>(getSource().getType());
}
- VectorType getResultOneVectorType() {
+ VectorType getResultVectorType() {
return ::llvm::cast<VectorType>(getRes1().getType());
}
- VectorType getResultTwoVectorType() {
- return ::llvm::cast<VectorType>(getRes2().getType());
- }
}];
}
diff --git a/mlir/test/Dialect/Vector/invalid.mlir b/mlir/test/Dialect/Vector/invalid.mlir
index 25cacc6fdf93d..1516f51fe1458 100644
--- a/mlir/test/Dialect/Vector/invalid.mlir
+++ b/mlir/test/Dialect/Vector/invalid.mlir
@@ -1802,23 +1802,23 @@ func.func @invalid_outerproduct1(%src : memref<?xf32>) {
// -----
func.func @deinterleave_zero_dim_fail(%vec : vector<f32>) {
- // expected-error @+1 {{'vector.deinterleave' 'input' must be vector of any type values, but got 'vector<f32>'}}
- %0, %1 = vector.deinterleave %vec : vector<f32>
+ // expected-error @+1 {{'vector.deinterleave' op operand #0 must be vector of any type values, but got 'vector<f32>}}
+ %0, %1 = vector.deinterleave %vec : vector<f32> -> vector<f32>
return
}
// -----
func.func @deinterleave_one_dim_fail(%vec : vector<1xf32>) {
- // expected-error @+1 {{'vector.deinterleave' op failed to verify that trailing dimension of input vector must be an even number}}
- %0, %1 = vector.deinterleave %vec : vector<1xf32>
+ // expected-error @+1 {{'vector.deinterleave' op failed to verify that the trailing dimension of the source vector has an even number of elements}}
+ %0, %1 = vector.deinterleave %vec : vector<1xf32> -> vector<1xf32>
return
}
// -----
func.func @deinterleave_oversized_output_fail(%vec : vector<4xf32>) {
- // expected-error @+1 {{'vector.deinterleave' op failed to verify that type of 'input' is double the width of results}}
+ // expected-error @+1 {{'vector.deinterleave' op failed to verify that the trailing dimension of the results is half the width of source trailing dimension}}
%0, %1 = "vector.deinterleave" (%vec) : (vector<4xf32>) -> (vector<8xf32>, vector<8xf32>)
return
}
@@ -1826,7 +1826,7 @@ func.func @deinterleave_oversized_output_fail(%vec : vector<4xf32>) {
// -----
func.func @deinterleave_output_dim_size_mismatch(%vec : vector<4xf32>) {
- // expected-error @+1 {{'vector.deinterleave' op failed to verify that type of 'input' is double the width of results}}
+ // expected-error @+1 {{'vector.deinterleave' op failed to verify that the trailing dimension of the results is half the width of source trailing dimension}}
%0, %1 = "vector.deinterleave" (%vec) : (vector<4xf32>) -> (vector<4xf32>, vector<2xf32>)
return
}
@@ -1834,7 +1834,7 @@ func.func @deinterleave_output_dim_size_mismatch(%vec : vector<4xf32>) {
// -----
func.func @deinterleave_n_dim_rank_fail(%vec : vector<2x3x4xf32>) {
- // expected-error @+1 {{'vector.deinterleave' op failed to verify that type of 'input' is double the width of results}}
+ // expected-error @+1 {{'vector.deinterleave' op failed to verify that the trailing dimension of the results is half the width of source trailing dimension}}
%0, %1 = "vector.deinterleave" (%vec) : (vector<2x3x4xf32>) -> (vector<2x3x4xf32>, vector<2x3x2xf32>)
return
}
@@ -1842,7 +1842,7 @@ func.func @deinterleave_n_dim_rank_fail(%vec : vector<2x3x4xf32>) {
// -----
func.func @deinterleave_scalable_dim_size_fail(%vec : vector<2x[4]xf32>) {
- // expected-error @+1 {{'vector.deinterleave' op failed to verify that type of 'input' is double the width of results}}
+ // expected-error @+1 {{'vector.deinterleave' op failed to verify that all of {res1, res2} have same type}}
%0, %1 = "vector.deinterleave" (%vec) : (vector<2x[4]xf32>) -> (vector<2x[2]xf32>, vector<2x[1]xf32>)
return
}
@@ -1850,7 +1850,7 @@ func.func @deinterleave_scalable_dim_size_fail(%vec : vector<2x[4]xf32>) {
// -----
func.func @deinterleave_scalable_rank_fail(%vec : vector<2x[4]xf32>) {
- // expected-error @+1 {{'vector.deinterleave' op failed to verify that type of 'input' is double the width of results}}
+ // expected-error @+1 {{'vector.deinterleave' op failed to verify that all of {res1, res2} have same type}}
%0, %1 = "vector.deinterleave" (%vec) : (vector<2x[4]xf32>) -> (vector<2x[2]xf32>, vector<[2]xf32>)
return
-}
\ No newline at end of file
+}
diff --git a/mlir/test/Dialect/Vector/ops.mlir b/mlir/test/Dialect/Vector/ops.mlir
index a6a992f23a4ba..9d8101d3eee97 100644
--- a/mlir/test/Dialect/Vector/ops.mlir
+++ b/mlir/test/Dialect/Vector/ops.mlir
@@ -1119,42 +1119,42 @@ func.func @interleave_2d_scalable(%a: vector<2x[2]xf64>, %b: vector<2x[2]xf64>)
// CHECK-LABEL: @deinterleave_1d
func.func @deinterleave_1d(%arg: vector<4xf32>) -> (vector<2xf32>, vector<2xf32>) {
- // CHECK: vector.deinterleave %{{.*}} : vector<4xf32>
- %0, %1 = vector.deinterleave %arg : vector<4xf32>
+ // CHECK: vector.deinterleave %{{.*}} : vector<4xf32> -> vector<2xf32>
+ %0, %1 = vector.deinterleave %arg : vector<4xf32> -> vector<2xf32>
return %0, %1 : vector<2xf32>, vector<2xf32>
}
// CHECK-LABEL: @deinterleave_1d_scalable
func.func @deinterleave_1d_scalable(%arg: vector<[4]xf32>) -> (vector<[2]xf32>, vector<[2]xf32>) {
- // CHECK: vector.deinterleave %{{.*}} : vector<[4]xf32>
- %0, %1 = vector.deinterleave %arg : vector<[4]xf32>
+ // CHECK: vector.deinterleave %{{.*}} : vector<[4]xf32> -> vector<[2]xf32>
+ %0, %1 = vector.deinterleave %arg : vector<[4]xf32> -> vector<[2]xf32>
return %0, %1 : vector<[2]xf32>, vector<[2]xf32>
}
// CHECK-LABEL: @deinterleave_2d
func.func @deinterleave_2d(%arg: vector<3x4xf32>) -> (vector<3x2xf32>, vector<3x2xf32>) {
- // CHECK: vector.deinterleave %{{.*}} : vector<3x4xf32>
- %0, %1 = vector.deinterleave %arg : vector<3x4xf32>
+ // CHECK: vector.deinterleave %{{.*}} : vector<3x4xf32> -> vector<3x2xf32>
+ %0, %1 = vector.deinterleave %arg : vector<3x4xf32> -> vector<3x2xf32>
return %0, %1 : vector<3x2xf32>, vector<3x2xf32>
}
// CHECK-LABEL: @deinterleave_2d_scalable
func.func @deinterleave_2d_scalable(%arg: vector<3x[4]xf32>) -> (vector<3x[2]xf32>, vector<3x[2]xf32>) {
- // CHECK: vector.deinterleave %{{.*}} : vector<3x[4]xf32>
- %0, %1 = vector.deinterleave %arg : vector<3x[4]xf32>
+ // CHECK: vector.deinterleave %{{.*}} : vector<3x[4]xf32> -> vector<3x[2]xf32>
+ %0, %1 = vector.deinterleave %arg : vector<3x[4]xf32> -> vector<3x[2]xf32>
return %0, %1 : vector<3x[2]xf32>, vector<3x[2]xf32>
}
// CHECK-LABEL: @deinterleave_nd
func.func @deinterleave_nd(%arg: vector<2x3x4x6xf32>) -> (vector<2x3x4x3xf32>, vector<2x3x4x3xf32>) {
- // CHECK: vector.deinterleave %{{.*}} : vector<2x3x4x6xf32>
- %0, %1 = vector.deinterleave %arg : vector<2x3x4x6xf32>
+ // CHECK: vector.deinterleave %{{.*}} : vector<2x3x4x6xf32> -> vector<2x3x4x3xf32>
+ %0, %1 = vector.deinterleave %arg : vector<2x3x4x6xf32> -> vector<2x3x4x3xf32>
return %0, %1 : vector<2x3x4x3xf32>, vector<2x3x4x3xf32>
}
// CHECK-LABEL: @deinterleave_nd_scalable
func.func @deinterleave_nd_scalable(%arg:vector<2x3x4x[6]xf32>) -> (vector<2x3x4x[3]xf32>, vector<2x3x4x[3]xf32>) {
- // CHECK: vector.deinterleave %{{.*}} : vector<2x3x4x[6]xf32>
- %0, %1 = vector.deinterleave %arg : vector<2x3x4x[6]xf32>
+ // CHECK: vector.deinterleave %{{.*}} : vector<2x3x4x[6]xf32> -> vector<2x3x4x[3]xf32>
+ %0, %1 = vector.deinterleave %arg : vector<2x3x4x[6]xf32> -> vector<2x3x4x[3]xf32>
return %0, %1 : vector<2x3x4x[3]xf32>, vector<2x3x4x[3]xf32>
-}
\ No newline at end of file
+}
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