// RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(scf-parallel-loop-tiling{parallel-loop-tile-sizes=1,4 no-min-max-bounds=true}))' -split-input-file | FileCheck %s
func.func @parallel_loop(%arg0 : index, %arg1 : index, %arg2 : index,
%arg3 : index, %arg4 : index, %arg5 : index,
%A: memref<?x?xf32>, %B: memref<?x?xf32>,
%C: memref<?x?xf32>, %result: memref<?x?xf32>) {
scf.parallel (%i0, %i1) = (%arg0, %arg1) to (%arg2, %arg3) step (%arg4, %arg5) {
%B_elem = memref.load %B[%i0, %i1] : memref<?x?xf32>
%C_elem = memref.load %C[%i0, %i1] : memref<?x?xf32>
%sum_elem = arith.addf %B_elem, %C_elem : f32
memref.store %sum_elem, %result[%i0, %i1] : memref<?x?xf32>
}
return
}
// CHECK-LABEL: func @parallel_loop(
// CHECK-SAME: [[ARG1:%.*]]: index, [[ARG2:%.*]]: index, [[ARG3:%.*]]: index, [[ARG4:%.*]]: index, [[ARG5:%.*]]: index, [[ARG6:%.*]]: index, [[ARG7:%.*]]: memref<?x?xf32>, [[ARG8:%.*]]: memref<?x?xf32>, [[ARG9:%.*]]: memref<?x?xf32>, [[ARG10:%.*]]: memref<?x?xf32>) {
// CHECK: [[C0:%.*]] = arith.constant 0 : index
// CHECK: [[C1:%.*]] = arith.constant 1 : index
// CHECK: [[C4:%.*]] = arith.constant 4 : index
// CHECK: [[V1:%.*]] = arith.muli [[ARG5]], [[C1]] : index
// CHECK: [[V2:%.*]] = arith.muli [[ARG6]], [[C4]] : index
// CHECK: scf.parallel ([[V3:%.*]], [[V4:%.*]]) = ([[ARG1]], [[ARG2]]) to ([[ARG3]], [[ARG4]]) step ([[V1]], [[V2]]) {
// CHECK: scf.parallel ([[V7:%.*]], [[V8:%.*]]) = ([[C0]], [[C0]]) to ([[V1]], [[V2]]) step ([[ARG5]], [[ARG6]]) {
// CHECK: [[V9:%.*]] = arith.addi [[V7]], [[V3]] : index
// CHECK: [[V10:%.*]] = arith.addi [[V8]], [[V4]] : index
// CHECK: %true = arith.constant true
// CHECK: [[V11:%.*]] = arith.muli [[V7]], [[ARG5]] : index
// CHECK: [[V12:%.*]] = arith.addi [[V11]], [[V3]] : index
// CHECK: [[V13:%.*]] = arith.cmpi ult, [[V12]], [[ARG3]] : index
// CHECK: [[V14:%.*]] = arith.andi %true, [[V13]] : i1
// CHECK: [[V15:%.*]] = arith.muli [[V8]], [[ARG6]] : index
// CHECK: [[V16:%.*]] = arith.addi [[V15]], [[V4]] : index
// CHECK: [[V17:%.*]] = arith.cmpi ult, [[V16]], [[ARG4]] : index
// CHECK: [[V18:%.*]] = arith.andi [[V14]], [[V17]] : i1
// CHECK: scf.if [[V18]] {
// CHECK: [[V19:%.*]] = memref.load [[ARG8]]{{\[}}[[V9]], [[V10]]] : memref<?x?xf32>
// CHECK: [[V20:%.*]] = memref.load [[ARG9]]{{\[}}[[V9]], [[V10]]] : memref<?x?xf32>
// CHECK: [[V21:%.*]] = arith.addf [[V19]], [[V20]] : f32
// CHECK: memref.store [[V21]], [[ARG10]]{{\[}}[[V9]], [[V10]]] : memref<?x?xf32>
// CHECK: }
// CHECK: }
// CHECK: }
// CHECK: return
// -----
func.func @static_loop_with_step() {
%c0 = arith.constant 0 : index
%c3 = arith.constant 3 : index
%c22 = arith.constant 22 : index
%c24 = arith.constant 24 : index
scf.parallel (%i0, %i1) = (%c0, %c0) to (%c22, %c24) step (%c3, %c3) {
}
return
}
// CHECK-LABEL: func @static_loop_with_step() {
// CHECK: [[C0:%.*]] = arith.constant 0 : index
// CHECK: [[C3:%.*]] = arith.constant 3 : index
// CHECK: [[C22:%.*]] = arith.constant 22 : index
// CHECK: [[C24:%.*]] = arith.constant 24 : index
// CHECK: [[C0_1:%.*]] = arith.constant 0 : index
// CHECK: [[C1:%.*]] = arith.constant 1 : index
// CHECK: [[C4:%.*]] = arith.constant 4 : index
// CHECK: [[V1:%.*]] = arith.muli [[C3]], [[C1]] : index
// CHECK: [[V2:%.*]] = arith.muli [[C3]], [[C4]] : index
// CHECK: scf.parallel ([[V3:%.*]], [[V4:%.*]]) = ([[C0]], [[C0]]) to ([[C22]], [[C24]]) step ([[V1]], [[V2]]) {
// CHECK: scf.parallel ([[V5:%.*]], [[V6:%.*]]) = ([[C0_1]], [[C0_1]]) to ([[V1]], [[V2]]) step ([[C3]], [[C3]]) {
// CHECK-NOT: scf.if
// CHECK: = arith.addi [[V5]], [[V3]] : index
// CHECK: = arith.addi [[V6]], [[V4]] : index
// CHECK: }
// CHECK: }
// CHECK: return
// -----
func.func @tile_nested_innermost() {
%c2 = arith.constant 2 : index
%c0 = arith.constant 0 : index
%c1 = arith.constant 1 : index
scf.parallel (%i, %j) = (%c0, %c0) to (%c2, %c2) step (%c1, %c1) {
scf.parallel (%k, %l) = (%c0, %c0) to (%c2, %c2) step (%c1, %c1) {
}
}
scf.parallel (%i, %j) = (%c0, %c0) to (%c2, %c2) step (%c1, %c1) {
}
return
}
// CHECK-LABEL: func @tile_nested_innermost() {
// CHECK: [[C2:%.*]] = arith.constant 2 : index
// CHECK: [[C0:%.*]] = arith.constant 0 : index
// CHECK: [[C1:%.*]] = arith.constant 1 : index
// CHECK: scf.parallel ([[V1:%.*]], [[V2:%.*]]) = ([[C0]], [[C0]]) to ([[C2]], [[C2]]) step ([[C1]], [[C1]]) {
// CHECK: [[C0_1:%.*]] = arith.constant 0 : index
// CHECK: [[C1_1:%.*]] = arith.constant 1 : index
// CHECK: [[C4:%.*]] = arith.constant 4 : index
// CHECK: [[V3:%.*]] = arith.muli [[C1]], [[C1_1]] : index
// CHECK: [[V4:%.*]] = arith.muli [[C1]], [[C4]] : index
// CHECK: scf.parallel ([[V5:%.*]], [[V6:%.*]]) = ([[C0]], [[C0]]) to ([[C2]], [[C2]]) step ([[V3]], [[V4]]) {
// CHECK: scf.parallel ([[V8:%.*]], [[V9:%.*]]) = ([[C0_1]], [[C0_1]]) to ([[V3]], [[V4]]) step ([[C1]], [[C1]]) {
// CHECK: = arith.addi [[V8]], [[V5]] : index
// CHECK: = arith.addi [[V9]], [[V6]] : index
// CHECK: scf.if
// CHECK: }
// CHECK: }
// CHECK: }
// CHECK: [[C0_2:%.*]] = arith.constant 0 : index
// CHECK: [[C1_2:%.*]] = arith.constant 1 : index
// CHECK: [[C4_1:%.*]] = arith.constant 4 : index
// CHECK: [[V10:%.*]] = arith.muli [[C1]], [[C1_2]] : index
// CHECK: [[V11:%.*]] = arith.muli [[C1]], [[C4_1]] : index
// CHECK: scf.parallel ([[V12:%.*]], [[V13:%.*]]) = ([[C0]], [[C0]]) to ([[C2]], [[C2]]) step ([[V10]], [[V11]]) {
// CHECK: scf.parallel ([[V15:%.*]], [[V16:%.*]]) = ([[C0_2]], [[C0_2]]) to ([[V10]], [[V11]]) step ([[C1]], [[C1]]) {
// CHECK: = arith.addi [[V15]], [[V12]] : index
// CHECK: = arith.addi [[V16]], [[V13]] : index
// CHECK: scf.if
// CHECK: }
// CHECK: }
// CHECK: return
// CHECK: }
// -----
func.func @tile_nested_in_non_ploop() {
%c0 = arith.constant 0 : index
%c1 = arith.constant 1 : index
%c2 = arith.constant 2 : index
scf.for %i = %c0 to %c2 step %c1 {
scf.for %j = %c0 to %c2 step %c1 {
scf.parallel (%k, %l) = (%c0, %c0) to (%c2, %c2) step (%c1, %c1) {
}
}
}
return
}
// CHECK-LABEL: func @tile_nested_in_non_ploop
// CHECK: scf.for
// CHECK: scf.for
// CHECK: scf.parallel
// CHECK: scf.parallel
// CHECK: }
// CHECK: }
// CHECK: }
// CHECK: }
// CHECK: }
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