Files
clang-p2996/mlir/test/Dialect/Vector/transform-vector.mlir
Nicolas Vasilache 015cd84d3c Revert "[mlir][Linalg][Transform] Avoid FunctionalStyleTransformOpTrait where unnecesseary to improve usability"
This reverts commit 31aa8ea252.

This is currently not in a good state as we have some footguns due to missing listeners.
2023-03-20 07:07:27 -07:00

27 lines
1.2 KiB
MLIR

// RUN: mlir-opt %s --test-transform-dialect-interpreter --split-input-file | FileCheck %s
// CHECK-LABEL: func @matmul_tensors
func.func @matmul_tensors(
%arg0: tensor<8x16xf32>, %arg1: tensor<16x32xf32>, %arg2: tensor<8x32xf32>)
-> tensor<8x32xf32> {
// CHECK-NOT: linalg
// CHECK: vector.extract {{.*}} : vector<8x4xf32>
// CHECK: vector.store {{.*}} : memref<8x32xf32>, vector<4xf32>
%0 = linalg.matmul ins(%arg0, %arg1: tensor<8x16xf32>, tensor<16x32xf32>)
outs(%arg2: tensor<8x32xf32>)
-> tensor<8x32xf32>
return %0 : tensor<8x32xf32>
}
transform.sequence failures(propagate) {
^bb1(%module_op: !pdl.operation):
%0 = transform.structured.match ops{["linalg.matmul"]} in %module_op : (!pdl.operation) -> !pdl.operation
%1, %loops:3 = transform.structured.tile %0 [8, 4, 2] : (!pdl.operation) -> (!pdl.operation, !pdl.operation, !pdl.operation, !pdl.operation)
%2 = get_closest_isolated_parent %1 : (!pdl.operation) -> !pdl.operation
transform.structured.vectorize %2
transform.bufferization.one_shot_bufferize %module_op
%func = transform.structured.match ops{["func.func"]} in %module_op : (!pdl.operation) -> !pdl.operation
transform.vector.lower_vectors %func multireduction_lowering = "innerreduction"
}