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|
// RUN: mlir-opt %s -transform-interpreter -split-input-file -verify-diagnostics | FileCheck %s
// Outlined functions:
//
// CHECK: func @foo(%{{.+}}, %{{.+}}, %{{.+}}, %{{.+}})
// CHECK: scf.for
// CHECK: arith.addi
//
// CHECK: func @foo[[SUFFIX:.+]](%{{.+}}, %{{.+}}, %{{.+}})
// CHECK: scf.for
// CHECK: arith.addi
//
// CHECK-LABEL @loop_outline_op
func.func @loop_outline_op(%arg0: index, %arg1: index, %arg2: index) {
// CHECK: scf.for
// CHECK-NOT: scf.for
// CHECK: scf.execute_region
// CHECK: func.call @foo
scf.for %i = %arg0 to %arg1 step %arg2 {
scf.for %j = %arg0 to %arg1 step %arg2 {
arith.addi %i, %j : index
}
}
// CHECK: scf.execute_region
// CHECK-NOT: scf.for
// CHECK: func.call @foo[[SUFFIX]]
scf.for %j = %arg0 to %arg1 step %arg2 {
arith.addi %j, %j : index
}
return
}
module attributes {transform.with_named_sequence} {
transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
%0 = transform.structured.match ops{["arith.addi"]} in %arg1 : (!transform.any_op) -> !transform.any_op
%1 = transform.get_parent_op %0 {op_name = "scf.for"} : (!transform.any_op) -> !transform.op<"scf.for">
// CHECK: = transform.loop.outline %{{.*}}
transform.loop.outline %1 {func_name = "foo"} : (!transform.op<"scf.for">) -> (!transform.any_op, !transform.any_op)
transform.yield
}
}
// -----
// CHECK-LABEL: @loop_peel_op
func.func @loop_peel_op() {
// CHECK: %[[C0:.+]] = arith.constant 0
// CHECK: %[[C41:.+]] = arith.constant 41
// CHECK: %[[C5:.+]] = arith.constant 5
// CHECK: %[[C40:.+]] = arith.constant 40
// CHECK: scf.for %{{.+}} = %[[C0]] to %[[C40]] step %[[C5]]
// CHECK: arith.addi
// CHECK: scf.for %{{.+}} = %[[C40]] to %[[C41]] step %[[C5]]
// CHECK: arith.addi
%0 = arith.constant 0 : index
%1 = arith.constant 41 : index
%2 = arith.constant 5 : index
// expected-remark @below {{main loop}}
// expected-remark @below {{remainder loop}}
scf.for %i = %0 to %1 step %2 {
arith.addi %i, %i : index
}
return
}
module attributes {transform.with_named_sequence} {
transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
%0 = transform.structured.match ops{["arith.addi"]} in %arg1 : (!transform.any_op) -> !transform.any_op
%1 = transform.get_parent_op %0 {op_name = "scf.for"} : (!transform.any_op) -> !transform.op<"scf.for">
%main_loop, %remainder = transform.loop.peel %1 : (!transform.op<"scf.for">) -> (!transform.op<"scf.for">, !transform.op<"scf.for">)
// Make sure
transform.debug.emit_remark_at %main_loop, "main loop" : !transform.op<"scf.for">
transform.debug.emit_remark_at %remainder, "remainder loop" : !transform.op<"scf.for">
transform.yield
}
}
// -----
// CHECK-LABEL: @loop_peel_first_iter_op
func.func @loop_peel_first_iter_op() {
// CHECK: %[[C0:.+]] = arith.constant 0
// CHECK: %[[C41:.+]] = arith.constant 41
// CHECK: %[[C5:.+]] = arith.constant 5
// CHECK: %[[C5_0:.+]] = arith.constant 5
// CHECK: scf.for %{{.+}} = %[[C0]] to %[[C5_0]] step %[[C5]]
// CHECK: arith.addi
// CHECK: scf.for %{{.+}} = %[[C5_0]] to %[[C41]] step %[[C5]]
// CHECK: arith.addi
%0 = arith.constant 0 : index
%1 = arith.constant 41 : index
%2 = arith.constant 5 : index
scf.for %i = %0 to %1 step %2 {
arith.addi %i, %i : index
}
return
}
module attributes {transform.with_named_sequence} {
transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
%0 = transform.structured.match ops{["arith.addi"]} in %arg1 : (!transform.any_op) -> !transform.any_op
%1 = transform.get_parent_op %0 {op_name = "scf.for"} : (!transform.any_op) -> !transform.op<"scf.for">
%main_loop, %remainder = transform.loop.peel %1 {peel_front = true} : (!transform.op<"scf.for">) -> (!transform.op<"scf.for">, !transform.op<"scf.for">)
transform.yield
}
}
// -----
func.func @loop_pipeline_op(%A: memref<?xf32>, %result: memref<?xf32>) {
%c0 = arith.constant 0 : index
%c1 = arith.constant 1 : index
%c4 = arith.constant 4 : index
%cf = arith.constant 1.0 : f32
// CHECK: memref.load %[[MEMREF:.+]][%{{.+}}]
// CHECK: memref.load %[[MEMREF]]
// CHECK: arith.addf
// CHECK: scf.for
// CHECK: memref.load
// CHECK: arith.addf
// CHECK: memref.store
// CHECK: arith.addf
// CHECK: memref.store
// CHECK: memref.store
// expected-remark @below {{transformed}}
scf.for %i0 = %c0 to %c4 step %c1 {
%A_elem = memref.load %A[%i0] : memref<?xf32>
%A1_elem = arith.addf %A_elem, %cf : f32
memref.store %A1_elem, %result[%i0] : memref<?xf32>
}
return
}
module attributes {transform.with_named_sequence} {
transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
%0 = transform.structured.match ops{["arith.addf"]} in %arg1 : (!transform.any_op) -> !transform.any_op
%1 = transform.get_parent_op %0 {op_name = "scf.for"} : (!transform.any_op) -> !transform.op<"scf.for">
%2 = transform.loop.pipeline %1 : (!transform.op<"scf.for">) -> !transform.any_op
// Verify that the returned handle is usable.
transform.debug.emit_remark_at %2, "transformed" : !transform.any_op
transform.yield
}
}
// -----
// CHECK-LABEL: @loop_unroll_op
func.func @loop_unroll_op() {
%c0 = arith.constant 0 : index
%c42 = arith.constant 42 : index
%c5 = arith.constant 5 : index
// CHECK: scf.for %[[I:.+]] =
scf.for %i = %c0 to %c42 step %c5 {
// CHECK-COUNT-4: arith.addi %[[I]]
arith.addi %i, %i : index
}
return
}
module attributes {transform.with_named_sequence} {
transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
%0 = transform.structured.match ops{["arith.addi"]} in %arg1 : (!transform.any_op) -> !transform.any_op
%1 = transform.get_parent_op %0 {op_name = "scf.for"} : (!transform.any_op) -> !transform.op<"scf.for">
transform.loop.unroll %1 { factor = 4 } : !transform.op<"scf.for">
transform.yield
}
}
// -----
func.func @loop_unroll_op() {
%c0 = arith.constant 0 : index
%c42 = arith.constant 42 : index
%c5 = arith.constant 5 : index
// CHECK: affine.for %[[I:.+]] =
// expected-remark @below {{affine for loop}}
affine.for %i = %c0 to %c42 {
// CHECK-COUNT-4: arith.addi
arith.addi %i, %i : index
}
return
}
module attributes {transform.with_named_sequence} {
transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
%0 = transform.structured.match ops{["arith.addi"]} in %arg1 : (!transform.any_op) -> !transform.any_op
%1 = transform.get_parent_op %0 {op_name = "affine.for"} : (!transform.any_op) -> !transform.op<"affine.for">
transform.debug.emit_remark_at %1, "affine for loop" : !transform.op<"affine.for">
transform.loop.unroll %1 { factor = 4, affine = true } : !transform.op<"affine.for">
transform.yield
}
}
// -----
func.func @test_mixed_loops() {
%c0 = arith.constant 0 : index
%c42 = arith.constant 42 : index
%c5 = arith.constant 5 : index
scf.for %j = %c0 to %c42 step %c5 {
// CHECK: affine.for %[[I:.+]] =
// expected-remark @below {{affine for loop}}
affine.for %i = %c0 to %c42 {
// CHECK-COUNT-4: arith.addi
arith.addi %i, %i : index
}
}
return
}
module attributes {transform.with_named_sequence} {
transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
%0 = transform.structured.match ops{["arith.addi"]} in %arg1 : (!transform.any_op) -> !transform.any_op
%1 = transform.get_parent_op %0 {op_name = "affine.for"} : (!transform.any_op) -> !transform.op<"affine.for">
transform.debug.emit_remark_at %1, "affine for loop" : !transform.op<"affine.for">
transform.loop.unroll %1 { factor = 4 } : !transform.op<"affine.for">
transform.yield
}
}
// -----
// CHECK-LABEL: func @test_promote_if_one_iteration(
// CHECK-NOT: scf.for
// CHECK: %[[r:.*]] = "test.foo"
// CHECK: return %[[r]]
func.func @test_promote_if_one_iteration(%a: index) -> index {
%c0 = arith.constant 0 : index
%c1 = arith.constant 1 : index
%0 = scf.for %j = %c0 to %c1 step %c1 iter_args(%arg0 = %a) -> index {
%1 = "test.foo"(%a) : (index) -> (index)
scf.yield %1 : index
}
return %0 : index
}
module attributes {transform.with_named_sequence} {
transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
%0 = transform.structured.match ops{["scf.for"]} in %arg1 : (!transform.any_op) -> !transform.any_op
transform.loop.promote_if_one_iteration %0 : !transform.any_op
transform.yield
}
}
// -----
// CHECK-LABEL: func @test_structural_conversion_patterns(
// CHECK: scf.for {{.*}} -> (memref<f32>) {
func.func @test_structural_conversion_patterns(%a: tensor<f32>) -> tensor<f32> {
%c0 = arith.constant 0 : index
%c1 = arith.constant 1 : index
%c10 = arith.constant 10 : index
%0 = scf.for %j = %c0 to %c10 step %c1 iter_args(%arg0 = %a) -> tensor<f32> {
%1 = "test.foo"(%arg0) : (tensor<f32>) -> (tensor<f32>)
scf.yield %1 : tensor<f32>
}
return %0 : tensor<f32>
}
module attributes {transform.with_named_sequence} {
transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
%0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
transform.apply_conversion_patterns to %0 {
transform.apply_conversion_patterns.scf.structural_conversions
} with type_converter {
transform.apply_conversion_patterns.transform.test_type_converter
} { partial_conversion } : !transform.any_op
transform.yield
}
}
// -----
// CHECK-LABEL: func @coalesce_i32_loops(
// This test checks for loop coalescing success for non-index loop boundaries and step type
func.func @coalesce_i32_loops() {
%0 = arith.constant 0 : i32
%1 = arith.constant 128 : i32
%2 = arith.constant 2 : i32
%3 = arith.constant 64 : i32
// CHECK-DAG: %[[C0_I32:.*]] = arith.constant 0 : i32
// CHECK-DAG: %[[C1_I32:.*]] = arith.constant 1 : i32
// CHECK: scf.for %[[ARG0:.*]] = %[[C0_I32]] to {{.*}} step %[[C1_I32]] : i32
scf.for %i = %0 to %1 step %2 : i32 {
scf.for %j = %0 to %3 step %2 : i32 {
arith.addi %i, %j : i32
}
} {coalesce}
return
}
module attributes {transform.with_named_sequence} {
transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
%0 = transform.structured.match ops{["scf.for"]} attributes {coalesce} in %arg1 : (!transform.any_op) -> !transform.any_op
%1 = transform.cast %0 : !transform.any_op to !transform.op<"scf.for">
%2 = transform.loop.coalesce %1: (!transform.op<"scf.for">) -> (!transform.op<"scf.for">)
transform.yield
}
}
|
