| // RUN: mlir-opt %s -pass-pipeline='builtin.func(parallel-loop-tiling{parallel-loop-tile-sizes=1,4 no-min-max-bounds=true})' -split-input-file | FileCheck %s |
| |
| 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 @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 @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 @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: } |