// RUN: mlir-opt --test-transform-dialect-interpreter %s -split-input-file -verify-diagnostics | FileCheck %s // Test One-Shot Bufferize. transform.with_pdl_patterns { ^bb0(%arg0: !pdl.operation): sequence %arg0 { ^bb0(%arg1: !pdl.operation): %0 = transform.structured.match ops{["func.func"]} in %arg1 transform.bufferization.one_shot_bufferize %0 {target_is_module = false} } } // CHECK-LABEL: func @test_function( // CHECK-SAME: %[[A:.*]]: tensor func.func @test_function(%A : tensor, %v : vector<4xf32>) -> (tensor) { %c0 = arith.constant 0 : index // CHECK: %[[A_memref:.*]] = bufferization.to_memref %[[A]] // CHECK: %[[dim:.*]] = memref.dim %[[A_memref]] // CHECK: %[[alloc:.*]] = memref.alloc(%[[dim]]) // CHECK: memref.copy %[[A_memref]], %[[alloc]] // CHECK: vector.transfer_write %{{.*}}, %[[alloc]] // CHECK: %[[res_tensor:.*]] = bufferization.to_tensor %[[alloc]] %0 = vector.transfer_write %v, %A[%c0] : vector<4xf32>, tensor // CHECK: memref.dealloc %[[alloc]] // CHECK: return %[[res_tensor]] return %0 : tensor } // ----- // Test analysis of One-Shot Bufferize only. transform.with_pdl_patterns { ^bb0(%arg0: !pdl.operation): sequence %arg0 { ^bb0(%arg1: !pdl.operation): %0 = transform.structured.match ops{["func.func"]} in %arg1 transform.bufferization.one_shot_bufferize %0 {target_is_module = false, test_analysis_only = true} } } // CHECK-LABEL: func @test_function_analysis( // CHECK-SAME: %[[A:.*]]: tensor func.func @test_function_analysis(%A : tensor, %v : vector<4xf32>) -> (tensor) { %c0 = arith.constant 0 : index // CHECK: vector.transfer_write // CHECK-SAME: {__inplace_operands_attr__ = ["none", "false", "none"]} // CHECK-SAME: tensor %0 = vector.transfer_write %v, %A[%c0] : vector<4xf32>, tensor return %0 : tensor } // ----- // Test One-Shot Bufferize transform failure with an unknown op. This would be // allowed with `allow_unknown_ops`. transform.with_pdl_patterns { ^bb0(%arg0: !pdl.operation): sequence %arg0 { ^bb0(%arg1: !pdl.operation): %0 = transform.structured.match ops{["func.func"]} in %arg1 // expected-error @+1 {{bufferization failed}} transform.bufferization.one_shot_bufferize %0 {target_is_module = false} } } func.func @test_unknown_op_failure() -> (tensor) { // expected-error @+1 {{op was not bufferized}} %0 = "test.dummy_op"() : () -> (tensor) return %0 : tensor } // ----- // Test One-Shot Bufferize transform failure with a module op. transform.with_pdl_patterns { ^bb0(%arg0: !pdl.operation): sequence %arg0 { ^bb0(%arg1: !pdl.operation): // %arg1 is the module transform.bufferization.one_shot_bufferize %arg1 } } module { // CHECK-LABEL: func @test_function( // CHECK-SAME: %[[A:.*]]: tensor func.func @test_function(%A : tensor, %v : vector<4xf32>) -> (tensor) { %c0 = arith.constant 0 : index // CHECK: %[[A_memref:.*]] = bufferization.to_memref %[[A]] // CHECK: %[[dim:.*]] = memref.dim %[[A_memref]] // CHECK: %[[alloc:.*]] = memref.alloc(%[[dim]]) // CHECK: memref.copy %[[A_memref]], %[[alloc]] // CHECK: vector.transfer_write %{{.*}}, %[[alloc]] // CHECK: %[[res_tensor:.*]] = bufferization.to_tensor %[[alloc]] %0 = vector.transfer_write %v, %A[%c0] : vector<4xf32>, tensor // CHECK: memref.dealloc %[[alloc]] // CHECK: return %[[res_tensor]] return %0 : tensor } }