[Mlir-commits] [mlir] [mlir][vector] Add tests for `TransferWritePermutationLowering` (PR #95529)

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Author: Andrzej Warzyński (banach-space)

<details>
<summary>Changes</summary>

Adds more tests to "vector-transfer-permutation-lowering.mlir",
specifically for the `TransferWritePermutationLowering` pattern - such
tests seem to be missing ATM.

The following edge cases are covered:
  * plain fixed-width (supported)
  * scalable vectors with mask (supported)
  * plain fixed-width, masked (not supported)

This is a part of a larger effort to make sure that all key cases for
patterns under `populateVectorTransferPermutationMapLoweringPatterns`
(*) are tested. I also want to make sure that tests use consistent
function and variable names.

(*) `transform.apply_patterns.vector.transfer_permutation_patterns` in
TD parlance)


---
Full diff: https://github.com/llvm/llvm-project/pull/95529.diff


1 Files Affected:

- (modified) mlir/test/Dialect/Vector/vector-transfer-permutation-lowering.mlir (+77-6) 


``````````diff
diff --git a/mlir/test/Dialect/Vector/vector-transfer-permutation-lowering.mlir b/mlir/test/Dialect/Vector/vector-transfer-permutation-lowering.mlir
index 0cd134717b1a0..ac5041d13f893 100644
--- a/mlir/test/Dialect/Vector/vector-transfer-permutation-lowering.mlir
+++ b/mlir/test/Dialect/Vector/vector-transfer-permutation-lowering.mlir
@@ -1,14 +1,81 @@
 // RUN: mlir-opt %s --transform-interpreter --split-input-file | FileCheck %s
 
 ///----------------------------------------------------------------------------------------
-/// vector.transfer_write
+/// vector.transfer_write -> vector.transpose + vector.transfer_read
 ///----------------------------------------------------------------------------------------
-/// 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 permutation of a minor identity
 /// Output:
-///   * vector.broadcast + vector.transfer_write with a map which _is_ the permutation of a
+///   * vector.transpose + vector.transfer_write with a map which _is_ a
+///     permutation of a minor identity
+
+// CHECK-LABEL:   func.func @xfer_write_perm_minor_id_with_transpose(
+// 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 %[[TR]], %[[MEM]]{{.*}} {in_bounds = [true, true]} : vector<8x4xi16>, memref<2x2x8x4xi16>
+func.func @xfer_write_perm_minor_id_with_transpose(
+    %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_perm_minor_id_with_transpose_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 %[[TR]], %[[MEM]]{{.*}}, %[[MASK]] {in_bounds = [true, true]} : vector<[8]x4xi16>, memref<2x2x?x4xi16>
+func.func @xfer_write_perm_minor_id_with_transpose_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_perm_minor_id_with_transpose_masked
+// CHECK-NOT: vector.transpose
+func.func @xfer_write_perm_minor_id_with_transpose_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_read
+///----------------------------------------------------------------------------------------
+/// 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>
@@ -94,7 +161,7 @@ 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 +
@@ -190,6 +257,10 @@ 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(

``````````

</details>


https://github.com/llvm/llvm-project/pull/95529