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[mlir][vector][test] Update tests for vector.xfter_{read|write} #91943

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67 changes: 44 additions & 23 deletions mlir/test/Dialect/Vector/vector-transfer-permutation-lowering.mlir
Original file line number Diff line number Diff line change
@@ -1,13 +1,24 @@
// RUN: mlir-opt %s --transform-interpreter --split-input-file | FileCheck %s

// CHECK-LABEL: func @lower_permutation_with_mask_fixed_width(
///----------------------------------------------------------------------------------------
/// vector.transfer_write
///----------------------------------------------------------------------------------------
/// Input:
/// * vector.transfer_write op with a map which _is not_ the permutation of a
/// minor identity
/// Output:
/// * vector.broadcast + vector.transfer_write with a map which _is_ the permutation of a
/// minor identity

// CHECK-LABEL: func @permutation_with_mask_xfer_write_fixed_width(
// CHECK: %[[vec:.*]] = arith.constant dense<-2.000000e+00> : vector<7x1xf32>
// CHECK: %[[mask:.*]] = arith.constant dense<[true, false, true, false, true, true, true]> : vector<7xi1>
// CHECK: %[[b:.*]] = vector.broadcast %[[mask]] : vector<7xi1> to vector<1x7xi1>
// CHECK: %[[tp:.*]] = vector.transpose %[[b]], [1, 0] : vector<1x7xi1> to vector<7x1xi1>
// CHECK: vector.transfer_write %[[vec]], %{{.*}}[%{{.*}}, %{{.*}}], %[[tp]] {in_bounds = [false, true]} : vector<7x1xf32>, memref<?x?xf32>
func.func @lower_permutation_with_mask_fixed_width(%A : memref<?x?xf32>, %base1 : index,
%base2 : index) {
func.func @permutation_with_mask_xfer_write_fixed_width(%A : memref<?x?xf32>, %base1 : index,
%base2 : index) {

%fn1 = arith.constant -2.0 : f32
%vf0 = vector.splat %fn1 : vector<7xf32>
%mask = arith.constant dense<[1, 0, 1, 0, 1, 1, 1]> : vector<7xi1>
Expand All @@ -17,7 +28,35 @@ func.func @lower_permutation_with_mask_fixed_width(%A : memref<?x?xf32>, %base1
return
}

// CHECK-LABEL: func.func @permutation_with_mask_scalable(
// CHECK: func.func @permutation_with_mask_xfer_write_scalable(
// CHECK-SAME: %[[ARG_0:.*]]: vector<4x[8]xi16>,
// CHECK-SAME: %[[ARG_1:.*]]: memref<1x4x?x1xi16>,
// CHECK-SAME: %[[MASK:.*]]: vector<4x[8]xi1>) {
// CHECK: %[[C0:.*]] = arith.constant 0 : index
// CHECK: %[[BCAST_1:.*]] = vector.broadcast %[[ARG_0]] : vector<4x[8]xi16> to vector<1x4x[8]xi16>
// CHECK: %[[BCAST_2:.*]] = vector.broadcast %[[MASK]] : vector<4x[8]xi1> to vector<1x4x[8]xi1>
// CHECK: %[[TRANSPOSE_1:.*]] = vector.transpose %[[BCAST_2]], [1, 2, 0] : vector<1x4x[8]xi1> to vector<4x[8]x1xi1>
// CHECK: %[[TRANSPOSE_2:.*]] = vector.transpose %[[BCAST_1]], [1, 2, 0] : vector<1x4x[8]xi16> to vector<4x[8]x1xi16>
// CHECK: vector.transfer_write %[[TRANSPOSE_2]], %[[ARG_1]]{{.*}}, %[[TRANSPOSE_1]] {in_bounds = [true, true, true]} : vector<4x[8]x1xi16>, memref<1x4x?x1xi16>
// CHECK: return
func.func @permutation_with_mask_xfer_write_scalable(%arg0: vector<4x[8]xi16>, %arg1: memref<1x4x?x1xi16>, %mask: vector<4x[8]xi1>){
%c0 = arith.constant 0 : index
vector.transfer_write %arg0, %arg1[%c0, %c0, %c0, %c0], %mask {in_bounds = [true, true], permutation_map = affine_map<(d0, d1, d2, d3) -> (d1, d2)>
} : vector<4x[8]xi16>, memref<1x4x?x1xi16>

return
}

///----------------------------------------------------------------------------------------
/// vector.transfer_read
///----------------------------------------------------------------------------------------
/// Input:
/// * vector.transfer_read op with a permutation map
/// Output:
/// * vector.transfer_read with a permutation map composed of leading zeros followed by a minor identiy +
/// vector.transpose op

// CHECK-LABEL: func.func @permutation_with_mask_xfer_read_scalable(
// CHECK-SAME: %[[ARG_0:.*]]: memref<?x?xf32>,
// CHECK-SAME: %[[IDX_1:.*]]: index,
// CHECK-SAME: %[[IDX_2:.*]]: index) -> vector<8x[4]x2xf32> {
Expand All @@ -29,7 +68,7 @@ func.func @lower_permutation_with_mask_fixed_width(%A : memref<?x?xf32>, %base1
// CHECK: %[[TRANSPOSE:.*]] = vector.transpose %[[BCAST]], [0, 2, 1] : vector<8x2x[4]xf32> to vector<8x[4]x2xf32>
// CHECK: return %[[TRANSPOSE]] : vector<8x[4]x2xf32>
// CHECK: }
func.func @permutation_with_mask_scalable(%2: memref<?x?xf32>, %dim_1: index, %dim_2: index) -> (vector<8x[4]x2xf32>) {
func.func @permutation_with_mask_xfer_read_scalable(%2: memref<?x?xf32>, %dim_1: index, %dim_2: index) -> (vector<8x[4]x2xf32>) {
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Would adding permutation_with_mask_xfer_read_fixed_width make sense as well ?

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Yes. In fact, I didn't realise it was missing 😅 I'll add it before landing this, thanks!


%c0 = arith.constant 0 : index
%cst_0 = arith.constant 0.000000e+00 : f32
Expand All @@ -41,24 +80,6 @@ func.func @permutation_with_mask_scalable(%2: memref<?x?xf32>, %dim_1: index, %d
return %1 : vector<8x[4]x2xf32>
}

// CHECK: func.func @permutation_with_mask_transfer_write_scalable(
// CHECK-SAME: %[[ARG_0:.*]]: vector<4x[8]xi16>,
// CHECK-SAME: %[[ARG_1:.*]]: memref<1x4x?x1x1x1x1xi16>,
// CHECK-SAME: %[[MASK:.*]]: vector<4x[8]xi1>) {
// CHECK: %[[C0:.*]] = arith.constant 0 : index
// CHECK: %[[BCAST_1:.*]] = vector.broadcast %[[ARG_0]] : vector<4x[8]xi16> to vector<1x1x1x1x4x[8]xi16>
// CHECK: %[[BCAST_2:.*]] = vector.broadcast %[[MASK]] : vector<4x[8]xi1> to vector<1x1x1x1x4x[8]xi1>
// CHECK: %[[TRANSPOSE_1:.*]] = vector.transpose %[[BCAST_2]], [4, 5, 0, 1, 2, 3] : vector<1x1x1x1x4x[8]xi1> to vector<4x[8]x1x1x1x1xi1>
// CHECK: %[[TRANSPOSE_2:.*]] = vector.transpose %[[BCAST_1]], [4, 5, 0, 1, 2, 3] : vector<1x1x1x1x4x[8]xi16> to vector<4x[8]x1x1x1x1xi16>
// CHECK: vector.transfer_write %[[TRANSPOSE_2]], %[[ARG_1]]{{\[}}%[[C0]], %[[C0]], %[[C0]], %[[C0]], %[[C0]], %[[C0]], %[[C0]]], %[[TRANSPOSE_1]] {in_bounds = [true, true, true, true, true, true]} : vector<4x[8]x1x1x1x1xi16>, memref<1x4x?x1x1x1x1xi16>
// CHECK: return
func.func @permutation_with_mask_transfer_write_scalable(%arg0: vector<4x[8]xi16>, %arg1: memref<1x4x?x1x1x1x1xi16>, %mask: vector<4x[8]xi1>){
%c0 = arith.constant 0 : index
vector.transfer_write %arg0, %arg1[%c0, %c0, %c0, %c0, %c0, %c0, %c0], %mask {in_bounds = [true, true], permutation_map = affine_map<(d0, d1, d2, d3, d4, d5, d6) -> (d1, d2)>
} : vector<4x[8]xi16>, memref<1x4x?x1x1x1x1xi16>

return
}
module attributes {transform.with_named_sequence} {
transform.named_sequence @__transform_main(%module_op: !transform.any_op {transform.readonly}) {
%f = transform.structured.match ops{["func.func"]} in %module_op
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