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89 changes: 83 additions & 6 deletions mlir/test/Dialect/Vector/vector-transfer-permutation-lowering.mlir
Original file line number Diff line number Diff line change
@@ -1,14 +1,87 @@
// RUN: mlir-opt %s --transform-interpreter --split-input-file | FileCheck %s

///----------------------------------------------------------------------------------------
/// vector.transfer_write
/// vector.transfer_write -> vector.transpose + vector.transfer_write
/// [Pattern: TransferWritePermutationLowering]
///----------------------------------------------------------------------------------------
/// Input:
/// * vector.transfer_write op with a map which _is not_ the permutation of a
/// minor identity
/// Input:
/// * vector.transfer_write op with a permutation that under a transpose
/// _would be_ a minor identity permutation map
/// Output:
/// * vector.broadcast + vector.transfer_write with a map which _is_ the permutation of a
/// * vector.transpose + vector.transfer_write with a permutation map which
/// _is_ a minor identity

// CHECK-LABEL: func.func @xfer_write_transposing_permutation_map
// CHECK-SAME: %[[ARG_0:.*]]: vector<4x8xi16>,
// CHECK-SAME: %[[MEM:.*]]: memref<2x2x8x4xi16>) {
// CHECK: %[[TR:.*]] = vector.transpose %[[ARG_0]], [1, 0] : vector<4x8xi16> to vector<8x4xi16>
// CHECK: vector.transfer_write
// CHECK-NOT: permutation_map
// CHECK-SAME: %[[TR]], %[[MEM]]{{.*}} {in_bounds = [true, true]} : vector<8x4xi16>, memref<2x2x8x4xi16>
func.func @xfer_write_transposing_permutation_map(
%arg0: vector<4x8xi16>,
%mem: memref<2x2x8x4xi16>) {

%c0 = arith.constant 0 : index
vector.transfer_write %arg0, %mem[%c0, %c0, %c0, %c0] {
in_bounds = [true, true],
permutation_map = affine_map<(d0, d1, d2, d3) -> (d3, d2)>
} : vector<4x8xi16>, memref<2x2x8x4xi16>

return
}

// CHECK-LABEL: func.func @xfer_write_transposing_permutation_map_with_mask_scalable
// CHECK-SAME: %[[ARG_0:.*]]: vector<4x[8]xi16>,
// CHECK-SAME: %[[MEM:.*]]: memref<2x2x?x4xi16>,
// CHECK-SAME: %[[MASK:.*]]: vector<[8]x4xi1>) {
// CHECK: %[[TR:.*]] = vector.transpose %[[ARG_0]], [1, 0] : vector<4x[8]xi16> to vector<[8]x4xi16>
// CHECK: vector.transfer_write
// CHECK-NOT: permutation_map
// CHECK-SAME: %[[TR]], %[[MEM]]{{.*}}, %[[MASK]] {in_bounds = [true, true]} : vector<[8]x4xi16>, memref<2x2x?x4xi16>
func.func @xfer_write_transposing_permutation_map_with_mask_scalable(
%arg0: vector<4x[8]xi16>,
%mem: memref<2x2x?x4xi16>,
%mask: vector<[8]x4xi1>) {

%c0 = arith.constant 0 : index
vector.transfer_write %arg0, %mem[%c0, %c0, %c0, %c0], %mask {
in_bounds = [true, true],
permutation_map = affine_map<(d0, d1, d2, d3) -> (d3, d2)>
} : vector<4x[8]xi16>, memref<2x2x?x4xi16>

return
}

// Masked version is not supported
// CHECK-LABEL: func.func @xfer_write_transposing_permutation_map_masked
// CHECK-NOT: vector.transpose
func.func @xfer_write_transposing_permutation_map_masked(
%arg0: vector<4x8xi16>,
%mem: memref<2x2x8x4xi16>,
%mask: vector<8x4xi1>) {

%c0 = arith.constant 0 : index
vector.mask %mask {
vector.transfer_write %arg0, %mem[%c0, %c0, %c0, %c0] {
in_bounds = [true, true],
permutation_map = affine_map<(d0, d1, d2, d3) -> (d3, d2)>
} : vector<4x8xi16>, memref<2x2x8x4xi16>
} : vector<8x4xi1>

return
}

///----------------------------------------------------------------------------------------
/// vector.transfer_write -> vector.broadcast + vector.transpose + vector.transfer_write
/// [Patterns: TransferWriteNonPermutationLowering + TransferWritePermutationLowering]
///----------------------------------------------------------------------------------------
/// Input:
/// * vector.transfer_write op with a map which _is not_ a permutation of a
/// minor identity
/// Output:
/// * vector.broadcast + vector.transpose + vector.transfer_write with a map
/// which _is_ a 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>
Expand Down Expand Up @@ -94,7 +167,7 @@ func.func @masked_non_permutation_xfer_write_fixed_width(
///----------------------------------------------------------------------------------------
/// vector.transfer_read
///----------------------------------------------------------------------------------------
/// Input:
/// 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 +
Expand Down Expand Up @@ -190,6 +263,10 @@ module attributes {transform.with_named_sequence} {

// -----

///----------------------------------------------------------------------------------------
/// vector.transfer_read
///----------------------------------------------------------------------------------------
/// TODO: Review and categorize

// CHECK: #[[MAP:.*]] = affine_map<(d0, d1, d2, d3) -> (d1, 0, d3)>
// CHECK: func.func @transfer_read_reduce_rank_scalable(
Expand Down