| // RUN: iree-dialects-opt --transform-dialect-interpreter %s | FileCheck %s |
| |
| // CHECK-LABEL: func @matmul_tensors |
| // CHECK-NOT: linalg |
| // CHECK: llvm |
| func.func @matmul_tensors( |
| %arg0: tensor<128x128xf32>, %arg1: tensor<128x128xf32>, %arg2: tensor<128x128xf32> { linalg.inplaceable = true}) |
| -> tensor<128x128xf32> { |
| %0 = linalg.matmul ins(%arg0, %arg1: tensor<128x128xf32>, tensor<128x128xf32>) |
| outs(%arg2: tensor<128x128xf32>) |
| -> tensor<128x128xf32> |
| |
| return %0 : tensor<128x128xf32> |
| } |
| |
| |
| transform.with_pdl_patterns { |
| ^bb0(%arg0: !pdl.operation): |
| pdl.pattern @pdl_target : benefit(1) { |
| %args = operands |
| %results = types |
| %0 = pdl.operation "linalg.matmul"(%args : !pdl.range<value>) -> (%results : !pdl.range<type>) |
| %1 = pdl.attribute = @matmul_tensors |
| apply_native_constraint "nestedInFunc"(%0, %1 : !pdl.operation, !pdl.attribute) |
| // TODO: we don't want this, but it is the required terminator for pdl.pattern |
| rewrite %0 with "transform.dialect" |
| } |
| |
| transform.structured.canonicalized_sequence %arg0 { |
| ^bb1(%arg1: !pdl.operation): |
| %0 = pdl_match @pdl_target in %arg1 |
| %1, %loops:3 = transform.structured.tile %0 {sizes = [4, 4, 4]} |
| %2 = get_closest_isolated_parent %1 |
| transform.structured.vectorize %2 {vectorize_padding = true} |
| bufferize |
| lower_vectors { multireduction_lowering = "innerreduce"} |
| lower_to_llvm |
| } |
| } |
