392 lines
15 KiB
MLIR
392 lines
15 KiB
MLIR
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// RUN: mlir-opt %s --test-transform-dialect-interpreter -allow-unregistered-dialect --split-input-file --verify-diagnostics | FileCheck %s
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// CHECK-LABEL: func @update_tracked_op_mapping()
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// CHECK: "test.container"() ({
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// CHECK: %0 = "test.foo"() {annotated} : () -> i32
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// CHECK: }) : () -> ()
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func.func @update_tracked_op_mapping() {
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"test.container"() ({
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%0 = "test.foo"() {replace_with_new_op = "test.foo"} : () -> (i32)
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}) : () -> ()
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return
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}
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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%1 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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transform.apply_patterns to %0 {
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transform.apply_patterns.transform.test_patterns
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} : !transform.any_op
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// Add an attribute to %1, which is now mapped to a new op.
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transform.annotate %1 "annotated" : !transform.any_op
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}
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// -----
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func.func @replacement_op_not_found() {
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"test.container"() ({
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// expected-note @below {{[0] replaced op}}
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// expected-note @below {{[0] replacement value 0}}
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%0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (i32)
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}) : () -> ()
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return
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}
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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// expected-note @below {{replacement is required because this handle must be updated}}
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%1 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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// expected-error @below {{tracking listener failed to find replacement op during application of this transform op}}
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// expected-note @below {{ran out of suitable replacement values}}
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transform.apply_patterns to %0 {
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transform.apply_patterns.transform.test_patterns
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} : !transform.any_op
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// %1 must be used in some way. If no replacement payload op could be found,
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// an error is thrown only if the handle is not dead.
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transform.annotate %1 "annotated" : !transform.any_op
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}
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// -----
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// CHECK-LABEL: func @replacement_op_for_dead_handle_not_found()
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// CHECK: "test.container"() ({
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// CHECK: %0 = "test.bar"() : () -> i32
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// CHECK: }) : () -> ()
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func.func @replacement_op_for_dead_handle_not_found() {
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"test.container"() ({
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%0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (i32)
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}) : () -> ()
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return
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}
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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%1 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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// No error because %1 is dead.
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transform.apply_patterns to %0 {
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transform.apply_patterns.transform.test_patterns
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} : !transform.any_op
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}
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// -----
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// CHECK-LABEL: func @replacement_op_not_found_silenced()
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// CHECK: "test.container"() ({
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// CHECK: %0 = "test.bar"() : () -> i32
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// CHECK: }) : () -> ()
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func.func @replacement_op_not_found_silenced() {
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"test.container"() ({
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%0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (i32)
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}) : () -> ()
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return
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}
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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%1 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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transform.apply_patterns to %0 {
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transform.apply_patterns.transform.test_patterns
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} {transform.silence_tracking_failures} : !transform.any_op
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transform.annotate %1 "annotated" : !transform.any_op
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}
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// -----
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// CHECK-LABEL: func @patterns_apply_only_to_target_body()
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// CHECK: %0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> i32
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func.func @patterns_apply_only_to_target_body() {
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%0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (i32)
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return
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}
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%0 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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transform.apply_patterns to %0 {
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transform.apply_patterns.transform.test_patterns
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} : !transform.any_op
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}
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// -----
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// CHECK-LABEL: func @erase_tracked_op()
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// CHECK: "test.container"() ({
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// CHECK-NEXT: ^bb0:
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// CHECK-NEXT: }) : () -> ()
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func.func @erase_tracked_op() {
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"test.container"() ({
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// expected-remark @below {{matched op}}
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%0 = "test.erase_op"() {replace_with_new_op = "test.foo"} : () -> (i32)
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}) : () -> ()
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return
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}
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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%1 = transform.structured.match ops{["test.erase_op"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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transform.debug.emit_remark_at %1, "matched op" : !transform.any_op
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transform.apply_patterns to %0 {
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transform.apply_patterns.transform.test_patterns
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} : !transform.any_op
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// No marker should be printed.
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transform.debug.emit_remark_at %1, "op was deleted" : !transform.any_op
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}
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// -----
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// CHECK-LABEL: func @erase_tracked_op_in_named_sequence()
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// CHECK: "test.container"() ({
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// CHECK-NEXT: ^bb0:
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// CHECK-NEXT: }) : () -> ()
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module {
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func.func @erase_tracked_op_in_named_sequence() {
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"test.container"() ({
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// expected-remark @below {{matched op}}
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%0 = "test.erase_op"() {replace_with_new_op = "test.foo"} : () -> (i32)
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}) : () -> ()
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return
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}
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module attributes { transform.with_named_sequence } {
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transform.named_sequence @foo(%arg0: !transform.any_op {transform.readonly}) -> () {
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transform.apply_patterns to %arg0 {
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transform.apply_patterns.transform.test_patterns
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} : !transform.any_op
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transform.yield
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}
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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%1 = transform.structured.match ops{["test.erase_op"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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transform.debug.emit_remark_at %1, "matched op" : !transform.any_op
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include @foo failures(propagate) (%0) : (!transform.any_op) -> ()
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// No marker should be printed.
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transform.debug.emit_remark_at %1, "op was deleted" : !transform.any_op
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}
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}
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}
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// -----
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// CHECK-LABEL: func @canonicalization(
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// CHECK: %[[c5:.*]] = arith.constant 5 : index
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// CHECK: return %[[c5]]
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func.func @canonicalization(%t: tensor<5xf32>) -> index {
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%c0 = arith.constant 0 : index
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%dim = tensor.dim %t, %c0 : tensor<5xf32>
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return %dim : index
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}
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%0 = transform.structured.match ops{["tensor.dim"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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%1 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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transform.apply_patterns to %1 {
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transform.apply_patterns.canonicalization
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} : !transform.any_op
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}
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// -----
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// expected-note @below{{target payload op}}
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module {
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func.func @invalid_pattern_application_to_transform_ir() {
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return
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}
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module {
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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// expected-error @below {{cannot apply transform to itself (or one of its ancestors)}}
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transform.apply_patterns to %arg1 {
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transform.apply_patterns.canonicalization
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} : !transform.any_op
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}
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}
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}
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// -----
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// CHECK-LABEL: func @canonicalization_and_cse(
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// CHECK-NOT: memref.subview
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// CHECK-NOT: memref.copy
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func.func @canonicalization_and_cse(%m: memref<5xf32>) {
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%c2 = arith.constant 2 : index
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%s0 = memref.subview %m[1] [2] [1] : memref<5xf32> to memref<2xf32, strided<[1], offset: 1>>
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%s1 = memref.subview %m[1] [%c2] [1] : memref<5xf32> to memref<?xf32, strided<[1], offset: 1>>
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memref.copy %s0, %s1 : memref<2xf32, strided<[1], offset: 1>> to memref<?xf32, strided<[1], offset: 1>>
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return
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}
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%1 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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transform.apply_patterns to %1 {
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transform.apply_patterns.canonicalization
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} {apply_cse} : !transform.any_op
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}
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// -----
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// CHECK-LABEL: func @full_dialect_conversion
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// CHECK-NEXT: %[[m:.*]] = "test.new_op"() : () -> memref<5xf32>
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// CHECK-NEXT: %[[cast:.*]] = builtin.unrealized_conversion_cast %0 : memref<5xf32> to tensor<5xf32>
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// CHECK-NEXT: return %[[cast]]
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func.func @full_dialect_conversion() -> tensor<5xf32> {
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%0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (tensor<5xf32>)
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return %0 : tensor<5xf32>
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}
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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transform.apply_conversion_patterns to %0 {
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transform.apply_conversion_patterns.transform.test_conversion_patterns
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} with type_converter {
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transform.apply_conversion_patterns.transform.test_type_converter
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} {legal_ops = ["func.func", "func.return", "test.new_op"]}
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: !transform.any_op
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}
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// -----
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// Full dialect conversion fails because test.bar is not replaced and not legal.
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// expected-note @below{{target op}}
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func.func @full_dialect_conversion_failed() -> tensor<5xf32> {
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%0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (tensor<5xf32>)
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// expected-error @below{{failed to legalize operation 'test.bar'}}
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"test.bar"() : () -> ()
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return %0 : tensor<5xf32>
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}
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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// expected-error @below{{dialect conversion failed}}
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transform.apply_conversion_patterns to %0 {
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transform.apply_conversion_patterns.transform.test_conversion_patterns
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} with type_converter {
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transform.apply_conversion_patterns.transform.test_type_converter
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} {legal_ops = ["func.func", "func.return", "test.new_op"]}
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: !transform.any_op
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}
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// -----
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// Partial dialect conversion succeeds because test.bar is not explicitly
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// illegal.
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// CHECK-LABEL: func @partial_dialect_conversion
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// CHECK-NEXT: %[[m:.*]] = "test.new_op"() : () -> memref<5xf32>
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// CHECK-NEXT: %[[cast:.*]] = builtin.unrealized_conversion_cast %0 : memref<5xf32> to tensor<5xf32>
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// CHECK-NEXT: "test.bar"
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// CHECK-NEXT: return %[[cast]]
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func.func @partial_dialect_conversion() -> tensor<5xf32> {
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%0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (tensor<5xf32>)
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"test.bar"() : () -> ()
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return %0 : tensor<5xf32>
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}
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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transform.apply_conversion_patterns to %0 {
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transform.apply_conversion_patterns.transform.test_conversion_patterns
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} with type_converter {
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transform.apply_conversion_patterns.transform.test_type_converter
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} {legal_ops = ["func.func", "func.return", "test.new_op"],
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partial_conversion} : !transform.any_op
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}
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// -----
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
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%0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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// expected-error @below{{pattern descriptor does not specify type converter and apply_conversion_patterns op has no default type converter}}
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transform.apply_conversion_patterns to %0 {
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// expected-note @below{{pattern descriptor op}}
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transform.apply_conversion_patterns.transform.test_conversion_patterns
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} {illegal_ops = ["test.foo"]} : !transform.any_op
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}
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// -----
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transform.sequence failures(propagate) {
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^bb1(%arg1: !transform.any_op):
|
||
|
|
%0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
|
||
|
|
transform.apply_conversion_patterns to %0 {
|
||
|
|
// expected-error @below{{expected LLVMTypeConverter}}
|
||
|
|
transform.apply_conversion_patterns.dialect_to_llvm "test"
|
||
|
|
} with type_converter {
|
||
|
|
transform.apply_conversion_patterns.transform.test_type_converter
|
||
|
|
} {illegal_ops = ["test.foo"],
|
||
|
|
legal_ops = ["func.func", "func.return", "test.new_op"]}
|
||
|
|
: !transform.any_op
|
||
|
|
}
|
||
|
|
|
||
|
|
// -----
|
||
|
|
|
||
|
|
transform.sequence failures(propagate) {
|
||
|
|
^bb1(%arg1: !transform.any_op):
|
||
|
|
%0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
|
||
|
|
transform.apply_conversion_patterns to %0 {
|
||
|
|
// expected-error @below{{unknown dialect or dialect not loaded: this_dialect_does_not_exist}}
|
||
|
|
transform.apply_conversion_patterns.dialect_to_llvm "this_dialect_does_not_exist"
|
||
|
|
} with type_converter {
|
||
|
|
transform.apply_conversion_patterns.memref.memref_to_llvm_type_converter
|
||
|
|
} {illegal_ops = ["test.foo"],
|
||
|
|
legal_ops = ["func.func", "func.return", "test.new_op"]}
|
||
|
|
: !transform.any_op
|
||
|
|
}
|
||
|
|
|
||
|
|
// -----
|
||
|
|
|
||
|
|
transform.sequence failures(propagate) {
|
||
|
|
^bb1(%arg1: !transform.any_op):
|
||
|
|
%0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
|
||
|
|
transform.apply_conversion_patterns to %0 {
|
||
|
|
// expected-error @below{{dialect does not implement ConvertToLLVMPatternInterface or extension was not loaded: transform}}
|
||
|
|
transform.apply_conversion_patterns.dialect_to_llvm "transform"
|
||
|
|
} with type_converter {
|
||
|
|
transform.apply_conversion_patterns.memref.memref_to_llvm_type_converter
|
||
|
|
} {illegal_ops = ["test.foo"],
|
||
|
|
legal_ops = ["func.func", "func.return", "test.new_op"]}
|
||
|
|
: !transform.any_op
|
||
|
|
}
|
||
|
|
|
||
|
|
// -----
|
||
|
|
|
||
|
|
module attributes { transform.with_named_sequence } {
|
||
|
|
func.func @replacement_op_not_found() {
|
||
|
|
// No op replacement can be found, but there are no handles that must be
|
||
|
|
// updated. No error should be reported.
|
||
|
|
"test.container"() ({
|
||
|
|
%0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (i32)
|
||
|
|
}) : () -> ()
|
||
|
|
return
|
||
|
|
}
|
||
|
|
|
||
|
|
transform.named_sequence @patterns(%container: !transform.any_op {transform.readonly}) {
|
||
|
|
transform.apply_patterns to %container {
|
||
|
|
transform.apply_patterns.transform.test_patterns
|
||
|
|
} : !transform.any_op
|
||
|
|
transform.yield
|
||
|
|
}
|
||
|
|
|
||
|
|
transform.sequence failures(propagate) {
|
||
|
|
^bb1(%arg1: !transform.any_op):
|
||
|
|
%0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
|
||
|
|
%1 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
|
||
|
|
transform.annotate %1 "annotated" : !transform.any_op
|
||
|
|
transform.include @patterns failures(propagate) (%0) : (!transform.any_op) -> ()
|
||
|
|
}
|
||
|
|
}
|