// RUN: mlir-opt -allow-unregistered-dialect -split-input-file -test-legalize-patterns="allow-pattern-rollback=1" -verify-diagnostics %s | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect -split-input-file -test-legalize-patterns="allow-pattern-rollback=1" -verify-diagnostics -profile-actions-to=- %s | FileCheck %s --check-prefix=CHECK-PROFILER // RUN: mlir-opt -allow-unregistered-dialect -split-input-file -test-legalize-patterns="allow-pattern-rollback=0" -verify-diagnostics %s | FileCheck %s // CHECK-PROFILER: "name": "pass-execution", "cat": "PERF", "ph": "B" // CHECK-PROFILER: "name": "apply-conversion", "cat": "PERF", "ph": "B" // CHECK-PROFILER: "name": "apply-pattern", "cat": "PERF", "ph": "B" // CHECK-PROFILER: "name": "apply-pattern", "cat": "PERF", "ph": "E" // CHECK-PROFILER: "name": "apply-conversion", "cat": "PERF", "ph": "E" // CHECK-PROFILER: "name": "pass-execution", "cat": "PERF", "ph": "E" // Note: Listener notifications appear after the pattern application because // the conversion driver sends all notifications at the end of the conversion // in bulk. // CHECK: notifyOperationInserted: test.legal_op_a, was unlinked // CHECK-NEXT: notifyOperationReplaced: test.illegal_op_a // CHECK-NEXT: notifyOperationModified: func.return // CHECK-NEXT: notifyOperationErased: test.illegal_op_a // CHECK-LABEL: verifyDirectPattern func.func @verifyDirectPattern() -> i32 { // CHECK-NEXT: "test.legal_op_a"() <{status = "Success"} %result = "test.illegal_op_a"() : () -> (i32) // expected-remark@+1 {{op 'func.return' is not legalizable}} return %result : i32 } // ----- // CHECK: notifyOperationInserted: test.illegal_op_e, was unlinked // CHECK-NEXT: notifyOperationReplaced: test.illegal_op_c // CHECK-NEXT: notifyOperationModified: func.return // CHECK-NEXT: notifyOperationErased: test.illegal_op_c // CHECK-NEXT: notifyOperationInserted: test.legal_op_a, was unlinked // CHECK-NEXT: notifyOperationReplaced: test.illegal_op_e // Note: func.return is modified a second time when running in no-rollback // mode. // CHECK: notifyOperationErased: test.illegal_op_e // CHECK-LABEL: verifyLargerBenefit func.func @verifyLargerBenefit() -> i32 { // CHECK-NEXT: "test.legal_op_a"() <{status = "Success"} %result = "test.illegal_op_c"() : () -> (i32) // expected-remark@+1 {{op 'func.return' is not legalizable}} return %result : i32 } // ----- // CHECK: notifyOperationModified: func.func // Note: No block insertion because this function is external and no block // signature conversion is performed. // CHECK-LABEL: func private @remap_input_1_to_0() func.func private @remap_input_1_to_0(i16) // ----- // CHECK-LABEL: func @remap_input_1_to_1(%arg0: f64) func.func @remap_input_1_to_1(%arg0: i64) { // CHECK-NEXT: "test.valid"{{.*}} : (f64) "test.invalid"(%arg0) : (i64) -> () } // CHECK: func @remap_call_1_to_1(%arg0: f64) func.func @remap_call_1_to_1(%arg0: i64) { // CHECK-NEXT: call @remap_input_1_to_1(%arg0) : (f64) -> () call @remap_input_1_to_1(%arg0) : (i64) -> () // expected-remark@+1 {{op 'func.return' is not legalizable}} return } // ----- // Block signature conversion: new block is inserted. // CHECK: notifyBlockInserted into func.func: was unlinked // Contents of the old block are moved to the new block. // CHECK-NEXT: notifyOperationInserted: test.return // The old block is erased. // CHECK-NEXT: notifyBlockErased // The function op gets a new type attribute. // CHECK-NEXT: notifyOperationModified: func.func // "test.return" is replaced. // CHECK-NEXT: notifyOperationInserted: test.return, was unlinked // CHECK-NEXT: notifyOperationReplaced: test.return // CHECK-NEXT: notifyOperationErased: test.return // CHECK-LABEL: func @remap_input_1_to_N({{.*}}f16, {{.*}}f16) func.func @remap_input_1_to_N(%arg0: f32) -> f32 { // CHECK-NEXT: "test.return"{{.*}} : (f16, f16) -> () "test.return"(%arg0) : (f32) -> () } // ----- // CHECK-LABEL: func @remap_input_1_to_N_remaining_use(%arg0: f16, %arg1: f16) func.func @remap_input_1_to_N_remaining_use(%arg0: f32) { // CHECK-NEXT: [[CAST:%.*]] = "test.cast"(%arg0, %arg1) : (f16, f16) -> f32 // CHECK-NEXT: "work"([[CAST]]) : (f32) -> () // expected-remark@+1 {{op 'work' is not legalizable}} "work"(%arg0) : (f32) -> () } // CHECK-LABEL: func @remap_materialize_1_to_1(%{{.*}}: i43) func.func @remap_materialize_1_to_1(%arg0: i42) { // CHECK: %[[V:.*]] = "test.cast"(%arg0) : (i43) -> i42 // CHECK-NEXT: "work"(%[[V]]) // expected-remark@+1 {{op 'work' is not legalizable}} "work"(%arg0) : (i42) -> () "test.return"() : () -> () } // ----- // CHECK-LABEL: func @remap_input_to_self func.func @remap_input_to_self(%arg0: index) { // CHECK-NOT: test.cast // CHECK: "work" // expected-remark@+1 {{op 'work' is not legalizable}} "work"(%arg0) : (index) -> () } // CHECK-LABEL: func @remap_multi(%arg0: f64, %arg1: f64) -> (f64, f64) func.func @remap_multi(%arg0: i64, %unused: i16, %arg1: i64) -> (i64, i64) { // CHECK-NEXT: "test.valid"{{.*}} : (f64, f64) "test.invalid"(%arg0, %arg1) : (i64, i64) -> () } // ----- // CHECK-LABEL: func @no_remap_nested func.func @no_remap_nested() { // CHECK-NEXT: "foo.region" // expected-remark@+1 {{op 'foo.region' is not legalizable}} "foo.region"() ({ // CHECK-NEXT: ^bb0(%{{.*}}: f64, %{{.*}}: i16, %{{.*}}: f64): ^bb0(%i0: f64, %unused: i16, %i1: f64): // CHECK-NEXT: "test.valid"{{.*}} : (f64, f64) "test.invalid"(%i0, %i1) : (f64, f64) -> () }) : () -> () // expected-remark@+1 {{op 'func.return' is not legalizable}} return } // ----- // CHECK-LABEL: func @remap_drop_region func.func @remap_drop_region() { // CHECK-NEXT: return // CHECK-NEXT: } "test.drop_region_op"() ({ ^bb1(%i0: i64, %unused: i16, %i1: i64, %2: f32): "test.invalid"(%i0, %i1, %2) : (i64, i64, f32) -> () }) : () -> () // expected-remark@+1 {{op 'func.return' is not legalizable}} return } // ----- // CHECK-LABEL: func @dropped_input_in_use func.func @dropped_input_in_use(%arg: i16, %arg2: i64) { // CHECK-NEXT: %[[cast:.*]] = "test.cast"() : () -> i16 // CHECK-NEXT: "work"(%[[cast]]) : (i16) // expected-remark@+1 {{op 'work' is not legalizable}} "work"(%arg) : (i16) -> () } // ----- // CHECK-LABEL: func @up_to_date_replacement func.func @up_to_date_replacement(%arg: i8) -> i8 { // CHECK-NEXT: return %repl_1 = "test.rewrite"(%arg) : (i8) -> i8 %repl_2 = "test.rewrite"(%repl_1) : (i8) -> i8 // expected-remark@+1 {{op 'func.return' is not legalizable}} return %repl_2 : i8 } // ----- // CHECK-LABEL: func @remove_foldable_op // CHECK-SAME: (%[[ARG_0:[a-z0-9]*]]: i32) func.func @remove_foldable_op(%arg0 : i32) -> (i32) { // CHECK-NEXT: return %[[ARG_0]] %0 = "test.op_with_region_fold"(%arg0) ({ "foo.op_with_region_terminator"() : () -> () }) : (i32) -> (i32) // expected-remark@+1 {{op 'func.return' is not legalizable}} return %0 : i32 } // ----- // CHECK-LABEL: @create_block func.func @create_block() { // Check that we created a block with arguments. // CHECK-NOT: test.create_block // CHECK: ^{{.*}}(%{{.*}}: i32, %{{.*}}: i32): "test.create_block"() : () -> () // expected-remark@+1 {{op 'func.return' is not legalizable}} return } // ----- // CHECK: notifyOperationModified: test.recursive_rewrite // CHECK-NEXT: notifyOperationModified: test.recursive_rewrite // CHECK-NEXT: notifyOperationModified: test.recursive_rewrite // CHECK-LABEL: @bounded_recursion func.func @bounded_recursion() { // CHECK: test.recursive_rewrite 0 test.recursive_rewrite 3 // expected-remark@+1 {{op 'func.return' is not legalizable}} return } // ----- // expected-remark@+1 {{applyPartialConversion failed}} builtin.module { func.func @fail_to_convert_illegal_op() -> i32 { // expected-error@+1 {{failed to legalize operation 'test.illegal_op_f' that was explicitly marked illegal: %0 = "test.illegal_op_f"() : () -> i32}} %result = "test.illegal_op_f"() : () -> (i32) return %result : i32 } } // ----- // CHECK-LABEL: @replace_block_arg_1_to_n func.func @replace_block_arg_1_to_n() { // CHECK: "test.legal_op" "test.legal_op"() ({ ^bb0(%arg0: i32, %arg1: i16): // CHECK-NEXT: ^bb0(%[[ARG0:.*]]: i32, %[[ARG1:.*]]: i16): // CHECK-NEXT: %[[cast:.*]] = "test.cast"(%[[ARG1]], %[[ARG1]]) : (i16, i16) -> i32 // CHECK-NEXT: "test.value_replace"(%[[cast]], %[[ARG1]]) {is_legal} : (i32, i16) -> () // CHECK-NEXT: "test.return"(%[[cast]]) : (i32) "test.value_replace"(%arg0, %arg1) : (i32, i16) -> () "test.return"(%arg0) : (i32) -> () }) : () -> () "test.return"() : () -> () } // ----- // CHECK-LABEL: @replace_op_result_1_to_n func.func @replace_op_result_1_to_n() -> i32 { // CHECK: %[[orig:.*]] = "test.legal_op"() : () -> i32 // CHECK: %[[repl:.*]] = "test.legal_op"() : () -> i16 %0 = "test.legal_op"() : () -> i32 %1 = "test.legal_op"() : () -> i16 // CHECK-NEXT: %[[cast:.*]] = "test.cast"(%[[repl]], %[[repl]]) : (i16, i16) -> i32 // CHECK-NEXT: "test.value_replace"(%[[cast]], %[[repl]]) {is_legal} : (i32, i16) -> () // CHECK-NEXT: "test.return"(%[[cast]]) : (i32) "test.value_replace"(%0, %1) : (i32, i16) -> () "test.return"(%0) : (i32) -> () } // ----- // Check that a conversion pattern on `test.blackhole` can mark the producer // for deletion. // CHECK-LABEL: @blackhole func.func @blackhole() { %input = "test.blackhole_producer"() : () -> (i32) "test.blackhole"(%input) : (i32) -> () // expected-remark@+1 {{op 'func.return' is not legalizable}} return } // ----- module { // CHECK-LABEL: func.func private @callee() -> (f16, f16) func.func private @callee() -> (f32, i24) // CHECK: func.func @caller() func.func @caller() { // f32 is converted to (f16, f16). // i24 is converted to (). // CHECK: %[[call:.*]]:2 = call @callee() : () -> (f16, f16) %0:2 = func.call @callee() : () -> (f32, i24) // CHECK-DAG: %[[cast1:.*]] = "test.cast"() : () -> i24 // CHECK-DAG: %[[cast0:.*]] = "test.cast"(%[[call]]#0, %[[call]]#1) : (f16, f16) -> f32 // CHECK: "test.some_user"(%[[cast0]], %[[cast1]]) : (f32, i24) -> () // expected-remark @below{{'test.some_user' is not legalizable}} "test.some_user"(%0#0, %0#1) : (f32, i24) -> () "test.return"() : () -> () } } // ----- // CHECK: func.func @use_of_replaced_bbarg( // CHECK-SAME: %[[arg0:.*]]: f64) // CHECK: "test.valid"(%[[arg0]]) func.func @use_of_replaced_bbarg(%arg0: i64) { %0 = "test.op_with_region_fold"(%arg0) ({ "foo.op_with_region_terminator"() : () -> () }) : (i64) -> (i64) "test.invalid"(%0) : (i64) -> () } // ----- // CHECK-LABEL: @fold_legalization func.func @fold_legalization() -> i32 { // CHECK: op_in_place_self_fold // CHECK-SAME: folded %1 = "test.op_in_place_self_fold"() : () -> (i32) "test.return"(%1) : (i32) -> () } // ----- // CHECK-LABEL: func @convert_detached_signature() // CHECK: "test.legal_op"() ({ // CHECK: ^bb0(%arg0: f64): // CHECK: "test.return"() : () -> () // CHECK: }) : () -> () func.func @convert_detached_signature() { "test.detached_signature_conversion"() ({ ^bb0(%arg0: i64): "test.return"() : () -> () }) : () -> () "test.return"() : () -> () } // ----- // CHECK: notifyOperationReplaced: test.erase_op // CHECK: notifyOperationErased: test.dummy_op_lvl_2 // CHECK: notifyBlockErased // CHECK: notifyOperationErased: test.dummy_op_lvl_1 // CHECK: notifyBlockErased // CHECK: notifyOperationErased: test.erase_op // CHECK: notifyOperationInserted: test.valid, was unlinked // CHECK: notifyOperationReplaced: test.drop_operands_and_replace_with_valid // CHECK: notifyOperationErased: test.drop_operands_and_replace_with_valid // CHECK-LABEL: func @circular_mapping() // CHECK-NEXT: "test.valid"() : () -> () func.func @circular_mapping() { // Regression test that used to crash due to circular // unrealized_conversion_cast ops. %0 = "test.erase_op"() ({ "test.dummy_op_lvl_1"() ({ "test.dummy_op_lvl_2"() : () -> () }) : () -> () }): () -> (i64) "test.drop_operands_and_replace_with_valid"(%0) : (i64) -> () } // ----- // CHECK-LABEL: func @test_duplicate_block_arg() // CHECK: test.convert_block_args is_legal duplicate { // CHECK: ^{{.*}}(%[[arg0:.*]]: i64, %[[arg1:.*]]: i64): // CHECK: "test.valid"(%[[arg0]], %[[arg1]]) // CHECK: } func.func @test_duplicate_block_arg() { test.convert_block_args duplicate { ^bb0(%arg0: i64): "test.repetitive_1_to_n_consumer"(%arg0) : (i64) -> () } : () -> () "test.return"() : () -> () } // ----- // CHECK-LABEL: func @test_remap_block_arg() // CHECK: %[[repl:.*]] = "test.legal_op"() : () -> i32 // CHECK: test.convert_block_args %[[repl]] is_legal replace_with_operand { // CHECK-NEXT: "test.valid"(%[[repl]], %[[repl]]) // CHECK: } func.func @test_remap_block_arg() { %0 = "test.legal_op"() : () -> (i32) test.convert_block_args %0 replace_with_operand { ^bb0(%arg0: i32): "test.repetitive_1_to_n_consumer"(%arg0) : (i32) -> () } : (i32) -> () "test.return"() : () -> () } // ----- // CHECK: notifyOperationInserted: test.step_1 // CHECK: notifyOperationReplaced: test.multiple_1_to_n_replacement // CHECK: notifyOperationErased: test.multiple_1_to_n_replacement // CHECK: notifyOperationInserted: test.legal_op // CHECK: notifyOperationReplaced: test.step_1 // CHECK: notifyOperationErased: test.step_1 // CHECK-LABEL: func @test_multiple_1_to_n_replacement() // CHECK: %[[legal_op:.*]]:4 = "test.legal_op"() : () -> (f16, f16, f16, f16) // Note: There is a bug in the rollback-based conversion driver: it emits a // "test.cast" : (f16, f16, f16, f16) -> f16, when it should be emitting // three consecutive casts of (f16, f16) -> f16. // CHECK: "test.valid"(%{{.*}}) : (f16) -> () func.func @test_multiple_1_to_n_replacement() { %0 = "test.multiple_1_to_n_replacement"() : () -> (f16) "test.invalid"(%0) : (f16) -> () } // ----- // CHECK-LABEL: func @test_lookup_without_converter // CHECK: %[[producer:.*]] = "test.valid_producer"() : () -> i16 // CHECK: %[[cast:.*]] = "test.cast"(%[[producer]]) : (i16) -> f64 // CHECK: "test.valid_consumer"(%[[cast]]) : (f64) -> () // CHECK: "test.valid_consumer"(%[[producer]]) : (i16) -> () func.func @test_lookup_without_converter() { %0 = "test.replace_with_valid_producer"() {type = i16} : () -> (i64) "test.replace_with_valid_consumer"(%0) {with_converter} : (i64) -> () // Make sure that the second "replace_with_valid_consumer" lowering does not // lookup the materialization that was created for the above op. "test.replace_with_valid_consumer"(%0) : (i64) -> () // expected-remark@+1 {{op 'func.return' is not legalizable}} return } // ----- // expected-remark@-1 {{applyPartialConversion failed}} func.func @test_skip_1to1_pattern(%arg0: f32) { // expected-error@+1 {{failed to legalize operation 'test.type_consumer' that was explicitly marked illegal}} "test.type_consumer"(%arg0) : (f32) -> () return } // ----- // Demonstrate that the pattern generally works, but only for 1:1 type // conversions. // CHECK-LABEL: @test_working_1to1_pattern( func.func @test_working_1to1_pattern(%arg0: f16) { // CHECK-NEXT: "test.return"() : () -> () "test.type_consumer"(%arg0) : (f16) -> () "test.return"() : () -> () } // ----- // The region of "test.post_order_legalization" is converted before the op. // CHECK: notifyBlockInserted into test.post_order_legalization: was unlinked // CHECK: notifyOperationInserted: test.remaining_consumer // CHECK: notifyOperationInserted: test.legal_op // CHECK: notifyOperationInserted: test.invalid // CHECK: notifyBlockErased // CHECK: notifyOperationInserted: test.valid, was unlinked // CHECK: notifyOperationReplaced: test.invalid // CHECK: notifyOperationErased: test.invalid // CHECK: notifyOperationInserted: test.valid, was unlinked // CHECK: notifyOperationReplaced: test.invalid // CHECK: notifyOperationErased: test.invalid // CHECK: notifyOperationModified: test.post_order_legalization // CHECK-LABEL: func @test_preorder_legalization // CHECK: "test.post_order_legalization"() ({ // CHECK: ^{{.*}}(%[[arg0:.*]]: f64): // Note: The survival of a not-explicitly-invalid operation does *not* cause // a conversion failure in when applying a partial conversion. // CHECK: %[[cast:.*]] = "test.cast"(%[[arg0]]) : (f64) -> i64 // CHECK: "test.remaining_consumer"(%[[cast]]) : (i64) -> () // CHECK: "test.valid"(%[[arg0]]) : (f64) -> () // CHECK: }) {is_legal} : () -> () func.func @test_preorder_legalization() { "test.post_order_legalization"() ({ ^bb0(%arg0: i64): // expected-remark @+1 {{'test.remaining_consumer' is not legalizable}} "test.remaining_consumer"(%arg0) : (i64) -> () "test.legal_op"() ({ "test.invalid"(%arg0) : (i64) -> () }) : () -> () "test.invalid"(%arg0) : (i64) -> () }) : () -> () // expected-remark @+1 {{'func.return' is not legalizable}} return }